diff --git "a/openvino_model.xml" "b/openvino_model.xml"
--- "a/openvino_model.xml"
+++ "b/openvino_model.xml"
@@ -36,13 +36,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4" name="Constant_292495" type="Const" version="opset1">
+		<layer id="4" name="Constant_231423" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5" name="ShapeOf_292481" type="ShapeOf" version="opset3">
+		<layer id="5" name="ShapeOf_231409" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="I64">
@@ -56,7 +56,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6" name="Constant_292483" type="Const" version="opset1">
+		<layer id="6" name="Constant_231411" type="Const" version="opset1">
 			<data element_type="i32" shape="1" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32">
@@ -64,13 +64,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7" name="Constant_292485" type="Const" version="opset1">
+		<layer id="7" name="Constant_231413" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="8" name="Gather_292486" type="Gather" version="opset8">
+		<layer id="8" name="Gather_231414" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -87,7 +87,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="9" name="Constant_292488" type="Const" version="opset1">
+		<layer id="9" name="Constant_231416" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -95,7 +95,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="10" name="Constant_292490" type="Const" version="opset1">
+		<layer id="10" name="Constant_231418" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -103,7 +103,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="11" name="Constant_292492" type="Const" version="opset1">
+		<layer id="11" name="Constant_231420" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -111,7 +111,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="12" name="Concat_292493" type="Concat" version="opset1">
+		<layer id="12" name="Concat_231421" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -133,7 +133,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="13" name="Broadcast_292496" type="Broadcast" version="opset3">
+		<layer id="13" name="Broadcast_231424" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -150,7 +150,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="14" name="ReadValue_287277" type="ReadValue" version="opset6">
+		<layer id="14" name="ReadValue_228384" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.9.valuepresent.9.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -169,13 +169,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="15" name="Constant_281815" type="Const" version="opset1">
+		<layer id="15" name="Constant_225101" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="16" name="Gather_281816" type="Gather" version="opset8">
+		<layer id="16" name="Gather_225102" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -198,7 +198,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="17" name="Constant_246125" type="Const" version="opset1">
+		<layer id="17" name="Constant_208099" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 4096" offset="28" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
@@ -217,7 +217,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="19" name="Convert_298715" type="Convert" version="opset1">
+		<layer id="19" name="Convert_255058" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -241,7 +241,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="21" name="Convert_298718" type="Convert" version="opset1">
+		<layer id="21" name="Convert_255061" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -303,8 +303,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="25" name="self.model.embed_tokens.weight/fq_weights_0/convert" type="Convert" version="opset1">
+		<layer id="25" name="__module.model.embed_tokens/prim::PythonOp/Convert" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>32000</dim>
@@ -318,7 +321,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="26" name="__module.model.embed_tokens/aten::embedding/Convert" type="Convert" version="opset1">
+		<layer id="26" name="__module.model.embed_tokens/prim::PythonOp/Convert_1" type="Convert" version="opset1">
 			<data destination_type="i32" />
 			<input>
 				<port id="0" precision="I64">
@@ -333,13 +336,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="27" name="__module.model.embed_tokens/aten::embedding/Constant" type="Const" version="opset1">
+		<layer id="27" name="__module.model.embed_tokens/prim::PythonOp/Constant" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="28" name="__module.model.embed_tokens/aten::embedding/Gather" type="Gather" version="opset8">
+		<layer id="28" name="__module.model.embed_tokens/prim::PythonOp/Gather" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -353,14 +356,14 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="312,360,371,hidden_states.1,hidden_states.3">
+				<port id="3" precision="FP32" names="308,362,373,hidden_states.1,inputs_embeds">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="29" name="Constant_246032" type="Const" version="opset1">
+		<layer id="29" name="Constant_208007" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 4096" offset="131184412" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
@@ -370,7 +373,7 @@
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 			</output>
 		</layer>
-		<layer id="30" name="Constant_246031" type="Const" version="opset1">
+		<layer id="30" name="Constant_208006" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -380,7 +383,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="31" name="Constant_246029" type="Const" version="opset1">
+		<layer id="31" name="Constant_208004" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -405,17 +408,17 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="361">
+				<port id="2" precision="FP32" names="363">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="33" name="Constant_310" type="Const" version="opset1">
+		<layer id="33" name="Constant_347" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="362">
+				<port id="0" precision="I64" names="364">
 					<dim>1</dim>
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@@ -433,14 +436,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="363,variance.1">
+				<port id="2" precision="FP32" names="365,variance.1">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="35" name="Constant_246030" type="Const" version="opset1">
+		<layer id="35" name="Constant_208005" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -465,7 +468,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="364">
+				<port id="2" precision="FP32" names="366">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
@@ -503,7 +506,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="365">
+				<port id="2" precision="FP32" names="367">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
@@ -525,7 +528,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="366,367,hidden_states.5,hidden_states.7">
+				<port id="2" precision="FP32" names="368,369,hidden_states.3,hidden_states.5">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
@@ -547,7 +550,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="368,370,hidden_states.9">
+				<port id="2" precision="FP32" names="370,372,hidden_states.7">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
@@ -564,7 +567,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="42" name="Convert_298747" type="Convert" version="opset1">
+		<layer id="42" name="Convert_256037" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -591,7 +594,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="44" name="Convert_298749" type="Convert" version="opset1">
+		<layer id="44" name="Convert_256039" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -662,7 +665,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="48" name="Constant_298754" type="Const" version="opset1">
+		<layer id="48" name="Constant_256044" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -670,7 +673,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="49" name="Reshape_298755" type="Reshape" version="opset1">
+		<layer id="49" name="Reshape_256045" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -689,8 +692,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="50" name="self.model.layers.0.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="50" name="__module.model.layers.0.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -704,7 +710,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="51" name="__module.model.layers.0.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="51" name="__module.model.layers.0.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -718,14 +724,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="380,query_states.1">
+				<port id="2" precision="FP32" names="382,query_states.1">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="52" name="Constant_255107" type="Const" version="opset1">
+		<layer id="52" name="Constant_215509" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="139917112" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -746,7 +752,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="386">
+				<port id="2" precision="FP32" names="388">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -775,7 +781,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="387,q.1">
+				<port id="2" precision="FP32" names="389,q.1">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -783,115 +789,79 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="56" name="self.model.layers.0.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="139917160" size="16777216" />
+		<layer id="56" name="__module.model.layers.0.self_attn.rotary_emb/aten::to/Convert" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 64, 1" offset="139917160" size="256" />
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.0.self_attn.rotary_emb.cos_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="57" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
+				<port id="0" precision="FP32" names="400">
+					<dim>1</dim>
+					<dim>64</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="58" name="ShapeOf_254432" type="ShapeOf" version="opset3">
+		<layer id="57" name="__module.model.layers.0.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
+					<dim>4096</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="I64">
-					<dim>2</dim>
+					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="59" name="Constant_254433" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="156694376" size="8" />
+		<layer id="58" name="Constant_213020" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
-				<port id="0" precision="I64" />
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="60" name="Constant_254434" type="Const" version="opset1">
+		<layer id="59" name="Constant_213021" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="61" name="Gather_254435" type="Gather" version="opset8">
+		<layer id="60" name="Gather_213022" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
-					<dim>2</dim>
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-				<port id="1" precision="I64" />
-				<port id="2" precision="I64" />
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-		</layer>
-		<layer id="62" name="Constant_254442" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
+					<dim>3</dim>
 				</port>
-			</output>
-		</layer>
-		<layer id="63" name="Reshape_254443" type="Reshape" version="opset1">
-			<data special_zero="false" />
-			<input>
-				<port id="0" precision="I64" />
 				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="64" name="Constant_292508" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP32" />
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-		</layer>
-		<layer id="65" name="Constant_292501" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="4" size="8" />
-			<output>
-				<port id="0" precision="I64">
+				<port id="3" precision="I64" names="1002,1018,1124,1182,1198,1304,1362,1378,1484,1542,1558,1664,1722,1738,1844,1902,1918,2024,2082,2098,2204,2262,2278,2384,2442,2458,2564,2622,2638,2744,2802,2818,2924,2982,2998,3104,3162,3178,3284,332,3342,3358,3464,3522,3538,3644,3702,3718,3824,3882,3898,4004,401,4062,4078,4184,4242,4258,4364,4422,4438,4544,4602,4618,462,4724,478,4782,4798,4904,4962,4978,5084,5142,5158,5264,5322,5338,5444,5502,5518,5624,5682,5698,5804,584,5862,5878,5984,6042,6058,642,658,764,822,838,944">
 					<dim>1</dim>
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@@ -903,283 +873,160 @@
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-				<port id="0" precision="I64" names="234" />
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-		</layer>
-		<layer id="89" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="73" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1189,7 +1036,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="412,cos.3">
+				<port id="2" precision="FP32" names="1144,1324,1504,1684,1864,2044,2224,2404,2584,2764,2944,3124,3304,3484,3664,3844,4024,4204,421,4384,4564,4744,4924,5104,5284,5464,5644,5824,6004,604,784,964,cos,cos.101,cos.107,cos.11,cos.113,cos.119,cos.125,cos.131,cos.137,cos.143,cos.149,cos.155,cos.161,cos.167,cos.17,cos.173,cos.179,cos.185,cos.23,cos.29,cos.35,cos.41,cos.47,cos.5,cos.53,cos.59,cos.65,cos.71,cos.77,cos.83,cos.89,cos.95">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -1197,7 +1044,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="90" name="__module.model.layers.0.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="74" name="__module.model.layers.0.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1214,7 +1061,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="416">
+				<port id="2" precision="FP32" names="423">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1222,23 +1069,7 @@
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 			</output>
 		</layer>
-		<layer id="91" name="Constant_222264" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="92" name="Constant_222263" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		</layer>
-		<layer id="93" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="75" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1254,19 +1085,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="94" name="221" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="156694424" size="8" />
+		<layer id="76" name="229" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="139917436" size="8" />
 			<output>
-				<port id="0" precision="I64" names="221" />
+				<port id="0" precision="I64" names="229" />
 			</output>
 		</layer>
-		<layer id="95" name="__module.model.layers.0.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="77" name="__module.model.layers.0.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="96" name="__module.model.layers.0.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="78" name="__module.model.layers.0.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -1276,16 +1107,16 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="417,422" />
+				<port id="3" precision="I64" names="424,429" />
 			</output>
 		</layer>
-		<layer id="97" name="Constant_47" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="156694384" size="8" />
+		<layer id="79" name="Constant_47" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="139917444" size="8" />
 			<output>
-				<port id="0" precision="I64" names="215" />
+				<port id="0" precision="I64" names="225" />
 			</output>
 		</layer>
-		<layer id="98" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="80" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -1295,23 +1126,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="99" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="81" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="419,420,424,425" />
+				<port id="1" precision="I64" names="426,427,431,432" />
 			</output>
 		</layer>
-		<layer id="100" name="Constant_254044" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="82" name="Constant_161324" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="101" name="__module.model.layers.0.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="83" name="__module.model.layers.0.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -1325,53 +1156,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="102" name="Constant_222262" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="84" name="__module.model.layers.0.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="103" name="ScatterUpdate_222265" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="104" name="Constant_222268" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="85" name="__module.model.layers.0.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="105" name="Constant_222271" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="86" name="__module.model.layers.0.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="106" name="__module.model.layers.0.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="87" name="__module.model.layers.0.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1380,17 +1189,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="426,x2.1">
+				<port id="5" precision="FP32" names="433,x2.1">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1398,8 +1210,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="107" name="Constant_246033" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="88" name="Constant_208008" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -1409,7 +1221,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="108" name="__module.model.layers.0.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="89" name="__module.model.layers.0.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1426,7 +1238,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="427">
+				<port id="2" precision="FP32" names="434">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1434,24 +1246,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="109" name="Constant_222316" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="90" name="__module.model.layers.0.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="110" name="Constant_222321" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="91" name="__module.model.layers.0.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="92" name="__module.model.layers.0.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="111" name="__module.model.layers.0.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="93" name="__module.model.layers.0.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1460,17 +1279,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="421">
+				<port id="5" precision="FP32" names="428">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1478,7 +1300,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="112" name="__module.model.layers.0.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="94" name="__module.model.layers.0.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1495,7 +1317,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="429">
+				<port id="2" precision="FP32" names="436">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1503,101 +1325,66 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="113" name="self.model.layers.0.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
-			<output>
-				<port id="0" precision="FP32" names="self.model.layers.0.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="114" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="115" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="116" name="__module.model.layers.0.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="95" name="__module.model.layers.0.self_attn.rotary_emb/aten::sin/Sin" type="Sin" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="405,406,409,sin.1">
+				<port id="1" precision="FP32" names="1138,1140,1143,1318,1320,1323,1498,1500,1503,1678,1680,1683,1858,1860,1863,2038,2040,2043,2218,2220,2223,2398,2400,2403,2578,2580,2583,2758,2760,2763,2938,2940,2943,3118,3120,3123,3298,3300,3303,3478,3480,3483,3658,3660,3663,3838,3840,3843,4018,4020,4023,415,417,4198,420,4200,4203,4378,4380,4383,4558,4560,4563,4738,4740,4743,4918,4920,4923,5098,5100,5103,5278,5280,5283,5458,5460,5463,5638,5640,5643,5818,5820,5823,598,5998,600,6000,6003,603,778,780,783,958,960,963,sin.1,sin.103,sin.105,sin.109,sin.111,sin.115,sin.117,sin.121,sin.123,sin.127,sin.129,sin.13,sin.133,sin.135,sin.139,sin.141,sin.145,sin.147,sin.15,sin.151,sin.153,sin.157,sin.159,sin.163,sin.165,sin.169,sin.171,sin.175,sin.177,sin.181,sin.183,sin.187,sin.189,sin.19,sin.21,sin.25,sin.27,sin.3,sin.31,sin.33,sin.37,sin.39,sin.43,sin.45,sin.49,sin.51,sin.55,sin.57,sin.61,sin.63,sin.67,sin.69,sin.7,sin.73,sin.75,sin.79,sin.81,sin.85,sin.87,sin.9,sin.91,sin.93,sin.97,sin.99">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="117" name="Constant_29204" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="118" name="__module.model.layers.0.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="96" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
 					<dim>-1</dim>
 					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="2" precision="I32" />
+				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="414">
+				<port id="2" precision="FP32" names="1145,1325,1505,1685,1865,2045,2225,2405,2585,2765,2945,3125,3305,3485,3665,3845,4025,4205,422,4385,4565,4745,4925,5105,5285,5465,5645,5825,6005,605,785,965,sin,sin.101,sin.107,sin.11,sin.113,sin.119,sin.125,sin.131,sin.137,sin.143,sin.149,sin.155,sin.161,sin.167,sin.17,sin.173,sin.179,sin.185,sin.23,sin.29,sin.35,sin.41,sin.47,sin.5,sin.53,sin.59,sin.65,sin.71,sin.77,sin.83,sin.89,sin.95">
 					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="119" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="97" name="__module.model.layers.0.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="415,sin.3">
+				<port id="2" precision="FP32" names="437">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="120" name="__module.model.layers.0.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="98" name="__module.model.layers.0.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1608,13 +1395,13 @@
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="430">
+				<port id="2" precision="FP32" names="438">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -1622,33 +1409,125 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="121" name="__module.model.layers.0.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="99" name="Constant_231436" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="100" name="Constant_231429" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="101" name="Constant_231431" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="102" name="Constant_231433" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="103" name="Concat_231434" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="104" name="Broadcast_231437" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="105" name="ReadValue_228258" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.0.keypresent.0.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="past_key_values.0.key">
+					<dim>-1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
+			</output>
+		</layer>
+		<layer id="106" name="Constant_225044" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="107" name="Gather_225045" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="431">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="122" name="self.model.layers.0.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="173471716" size="2097152" />
+		<layer id="108" name="self.model.layers.0.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="139917464" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -1657,7 +1536,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="123" name="Convert_298736" type="Convert" version="opset1">
+		<layer id="109" name="Convert_256687" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -1674,8 +1553,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="124" name="self.model.layers.0.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="175568868" size="16384" />
+		<layer id="110" name="self.model.layers.0.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="142014616" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -1684,7 +1563,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="125" name="Convert_298738" type="Convert" version="opset1">
+		<layer id="111" name="Convert_256689" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -1701,7 +1580,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="126" name="self.model.layers.0.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="112" name="self.model.layers.0.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -1723,8 +1602,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="127" name="self.model.layers.0.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="175585252" size="65536" />
+		<layer id="113" name="self.model.layers.0.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="142031000" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -1733,7 +1612,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="128" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="114" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -1755,15 +1634,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="129" name="Constant_298743" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="115" name="Constant_256694" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="130" name="Reshape_298744" type="Reshape" version="opset1">
+		<layer id="116" name="Reshape_256695" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -1782,8 +1661,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="131" name="self.model.layers.0.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="117" name="__module.model.layers.0.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -1797,7 +1679,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="132" name="__module.model.layers.0.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="118" name="__module.model.layers.0.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1811,22 +1693,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="382,key_states.3">
+				<port id="2" precision="FP32" names="384,key_states.3">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="133" name="Constant_255108" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="119" name="Constant_215510" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="134" name="__module.model.layers.0.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="120" name="__module.model.layers.0.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1839,7 +1721,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="389">
+				<port id="2" precision="FP32" names="391">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -1847,7 +1729,7 @@
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 			</output>
 		</layer>
-		<layer id="135" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="121" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -1855,7 +1737,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="136" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="122" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -1868,7 +1750,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="390,key_states.5">
+				<port id="2" precision="FP32" names="392,k.1">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -1876,7 +1758,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="137" name="__module.model.layers.0.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="123" name="__module.model.layers.0.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1893,7 +1775,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="432">
+				<port id="2" precision="FP32" names="439">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -1901,23 +1783,7 @@
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 			</output>
 		</layer>
-		<layer id="138" name="Constant_222365" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="139" name="Constant_222364" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="140" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="124" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -1933,13 +1799,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="141" name="__module.model.layers.0.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="125" name="__module.model.layers.0.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="142" name="__module.model.layers.0.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="126" name="__module.model.layers.0.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -1949,10 +1815,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="433,438" />
+				<port id="3" precision="I64" names="440,445" />
 			</output>
 		</layer>
-		<layer id="143" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="127" name="__module.model.layers.0.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -1962,23 +1828,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="144" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="128" name="__module.model.layers.0.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="435,436,440,441" />
+				<port id="1" precision="I64" names="442,443,447,448" />
 			</output>
 		</layer>
-		<layer id="145" name="Constant_254046" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="129" name="Constant_161326" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="146" name="__module.model.layers.0.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="130" name="__module.model.layers.0.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -1992,53 +1858,31 @@
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 			</output>
 		</layer>
-		<layer id="147" name="Constant_222363" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="131" name="__module.model.layers.0.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
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-					<dim>1</dim>
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-		</layer>
-		<layer id="148" name="ScatterUpdate_222366" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
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 		</layer>
-		<layer id="149" name="Constant_222369" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="132" name="__module.model.layers.0.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="150" name="Constant_222372" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="133" name="__module.model.layers.0.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="151" name="__module.model.layers.0.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="134" name="__module.model.layers.0.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -2047,17 +1891,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="442,x2.3">
+				<port id="5" precision="FP32" names="449,x2.3">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -2065,8 +1912,8 @@
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 			</output>
 		</layer>
-		<layer id="152" name="Constant_246034" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="135" name="Constant_208009" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -2076,7 +1923,7 @@
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 			</output>
 		</layer>
-		<layer id="153" name="__module.model.layers.0.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="136" name="__module.model.layers.0.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2093,7 +1940,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="443">
+				<port id="2" precision="FP32" names="450">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -2101,24 +1948,31 @@
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 			</output>
 		</layer>
-		<layer id="154" name="Constant_222417" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="137" name="__module.model.layers.0.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="155" name="Constant_222422" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="138" name="__module.model.layers.0.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="139" name="__module.model.layers.0.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="156" name="__module.model.layers.0.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="140" name="__module.model.layers.0.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -2127,17 +1981,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="437">
+				<port id="5" precision="FP32" names="444">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -2145,7 +2002,7 @@
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 			</output>
 		</layer>
-		<layer id="157" name="__module.model.layers.0.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="141" name="__module.model.layers.0.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2162,7 +2019,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="445">
+				<port id="2" precision="FP32" names="452">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -2170,7 +2027,7 @@
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 			</output>
 		</layer>
-		<layer id="158" name="__module.model.layers.0.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="142" name="__module.model.layers.0.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2187,7 +2044,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="446">
+				<port id="2" precision="FP32" names="453">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -2195,7 +2052,7 @@
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 			</output>
 		</layer>
-		<layer id="159" name="__module.model.layers.0.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="143" name="__module.model.layers.0.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2212,7 +2069,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="447,key_states.7">
+				<port id="2" precision="FP32" names="454,key_states.5">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -2220,7 +2077,7 @@
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 			</output>
 		</layer>
-		<layer id="160" name="__module.model.layers.0.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="144" name="__module.model.layers.0.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2245,13 +2102,13 @@
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 			</output>
 		</layer>
-		<layer id="161" name="233" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="156694384" size="8" />
+		<layer id="145" name="240" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="139917444" size="8" />
 			<output>
-				<port id="0" precision="I64" names="233" />
+				<port id="0" precision="I64" names="240" />
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 		</layer>
-		<layer id="162" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="146" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -2262,7 +2119,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="462,463,464">
+				<port id="2" precision="FP32" names="469,470,471">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -2271,38 +2128,7 @@
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 			</output>
 		</layer>
-		<layer id="163" name="Constant_254446" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="164" name="Constant_254447" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="165" name="Gather_254448" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64" names="455">
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-		</layer>
-		<layer id="166" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="147" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2318,21 +2144,21 @@
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 			</output>
 		</layer>
-		<layer id="167" name="Constant_255445" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="148" name="Constant_215766" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="168" name="__module.model.layers.0.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="149" name="__module.model.layers.0.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="169" name="__module.model.layers.0.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="150" name="__module.model.layers.0.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2344,34 +2170,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="456">
+				<port id="3" precision="I64" names="463">
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 			</output>
 		</layer>
-		<layer id="170" name="Constant_205723" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="151" name="Constant_193449" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="171" name="Constant_215852" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="152" name="Constant_199048" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="172" name="Constant_215853" type="Const" version="opset1">
+		<layer id="153" name="Constant_199049" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="173" name="Gather_215854" type="Gather" version="opset8">
+		<layer id="154" name="Gather_199050" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2388,7 +2214,7 @@
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 			</output>
 		</layer>
-		<layer id="174" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="155" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2405,12 +2231,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="465">
+				<port id="4" precision="I64" names="472">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="175" name="__module.model.layers.0.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="156" name="__module.model.layers.0.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2425,7 +2251,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="466,hidden_states.13">
+				<port id="2" precision="FP32" names="473,hidden_states.11">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -2434,15 +2260,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="176" name="Constant_255109" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="157" name="Constant_215511" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="177" name="__module.model.layers.0.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="158" name="__module.model.layers.0.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2457,7 +2283,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="470">
+				<port id="2" precision="FP32" names="477,key_states.7">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -2465,13 +2291,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="178" name="Constant_292521" type="Const" version="opset1">
+		<layer id="159" name="Constant_231449" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="179" name="Constant_292514" type="Const" version="opset1">
+		<layer id="160" name="Constant_231442" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -2479,7 +2305,7 @@
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 			</output>
 		</layer>
-		<layer id="180" name="Constant_292516" type="Const" version="opset1">
+		<layer id="161" name="Constant_231444" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -2487,7 +2313,7 @@
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 			</output>
 		</layer>
-		<layer id="181" name="Constant_292518" type="Const" version="opset1">
+		<layer id="162" name="Constant_231446" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -2495,7 +2321,7 @@
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 			</output>
 		</layer>
-		<layer id="182" name="Concat_292519" type="Concat" version="opset1">
+		<layer id="163" name="Concat_231447" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -2517,7 +2343,7 @@
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 			</output>
 		</layer>
-		<layer id="183" name="Broadcast_292522" type="Broadcast" version="opset3">
+		<layer id="164" name="Broadcast_231450" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -2534,7 +2360,7 @@
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 			</output>
 		</layer>
-		<layer id="184" name="ReadValue_287153" type="ReadValue" version="opset6">
+		<layer id="165" name="ReadValue_228260" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.0.valuepresent.0.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2553,13 +2379,13 @@
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 			</output>
 		</layer>
-		<layer id="185" name="Constant_281761" type="Const" version="opset1">
+		<layer id="166" name="Constant_225047" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="186" name="Gather_281762" type="Gather" version="opset8">
+		<layer id="167" name="Gather_225048" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2582,94 +2408,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="175650884" size="4194304" />
+		<layer id="168" name="self.model.layers.0.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="142096632" size="2097152" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="188" name="Convert_298726" type="Convert" version="opset1">
+		<layer id="169" name="Convert_256677" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
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 				<port id="1" precision="FP16">
 					<dim>1024</dim>
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+		<layer id="172" name="self.model.layers.0.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 					<dim>1024</dim>
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 					<dim>1024</dim>
+					<dim>32</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+		</layer>
+		<layer id="175" name="Constant_256684" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="176" name="Reshape_256685" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
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 					<dim>1024</dim>
@@ -2677,8 +2543,11 @@
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-		<layer id="194" name="self.model.layers.0.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="177" name="__module.model.layers.0.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -2692,7 +2561,7 @@
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 		</layer>
-		<layer id="195" name="__module.model.layers.0.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="178" name="__module.model.layers.0.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -2706,22 +2575,22 @@
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 			<output>
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+		<layer id="179" name="Constant_215512" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
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 				<port id="0" precision="I64">
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+		<layer id="180" name="__module.model.layers.0.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -2734,7 +2603,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="394">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -2742,7 +2611,7 @@
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 		</layer>
-		<layer id="198" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="181" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
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@@ -2750,7 +2619,7 @@
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 		</layer>
-		<layer id="199" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="182" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -2763,7 +2632,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="395">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -2771,7 +2640,7 @@
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 		</layer>
-		<layer id="200" name="__module.model.layers.0.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="183" name="__module.model.layers.0.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -2796,7 +2665,7 @@
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 		</layer>
-		<layer id="201" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="184" name="__module.model.layers.0.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -2807,7 +2676,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="485,486,487">
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 					<dim>8</dim>
 					<dim>1</dim>
@@ -2816,124 +2685,7 @@
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 		</layer>
-		<layer id="202" name="Constant_292534" type="Const" version="opset1">
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-		<layer id="208" name="ReadValue_287253" type="ReadValue" version="opset6">
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-				<port id="0" precision="I32" />
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-		<layer id="210" name="Gather_281948" type="Gather" version="opset8">
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-		</layer>
-		<layer id="211" name="ShapeOf_254453" type="ShapeOf" version="opset3">
+		<layer id="185" name="__module.model.layers.0.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -2949,68 +2701,21 @@
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 			</output>
 		</layer>
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-		<layer id="213" name="Constant_254455" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
+		<layer id="186" name="Constant_215769" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
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-		<layer id="217" name="__module.model.layers.0.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="187" name="__module.model.layers.0.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
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 		</layer>
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+		<layer id="188" name="__module.model.layers.0.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -3022,34 +2727,34 @@
 				<port id="2" precision="I32" />
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 			<output>
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+				<port id="3" precision="I64" names="479">
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-		<layer id="220" name="Constant_215862" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="221" name="Constant_215863" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="222" name="Gather_215864" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -3066,7 +2771,7 @@
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 		</layer>
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 			<data axis="0" />
 			<input>
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@@ -3083,12 +2788,12 @@
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 			<data mode="bidirectional" />
 			<input>
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@@ -3103,7 +2808,7 @@
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 					<dim>-1</dim>
 					<dim>8</dim>
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@@ -3112,15 +2817,15 @@
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+					<dim>-1</dim>
+					<dim>1</dim>
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 				</port>
-				<port id="1" precision="I64">
-					<dim>2</dim>
+				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
 				</port>
 			</input>
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-				<port id="2" precision="FP32" names="333,334,335">
-					<dim>1</dim>
+				<port id="2" precision="BOOL" names="346,padding_mask">
+					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="278" name="Constant_205772" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="262" name="__module.model/aten::masked_fill/ConvertLike" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="144275704" size="4" />
 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="279" name="__module.model/aten::add/Add_2" type="Add" version="opset1">
+		<layer id="263" name="__module.model/aten::masked_fill/Select" type="Select" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64">
+				<port id="0" precision="BOOL">
+					<dim>-1</dim>
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
-				<port id="1" precision="I64">
+				<port id="1" precision="FP32" />
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="I64" names="336,337">
+				<port id="3" precision="FP32" names="351">
+					<dim>-1</dim>
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="280" name="__module.model/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
-			<data axis="0" />
+		<layer id="264" name="__module.model/aten::copy_/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
-				<port id="0" precision="I64">
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
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+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="265" name="__module.model/aten::copy_/Broadcast" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="355">
+					<dim>-1</dim>
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
 				</port>
-				<port id="2" precision="I64">
+			</output>
+		</layer>
+		<layer id="266" name="Constant_161342" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
+			<output>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I64">
+			</output>
+		</layer>
+		<layer id="267" name="SliceAssign_326/Reshape_5" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>-1</dim>
+				</port>
+				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="338">
-					<dim>4</dim>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="281" name="__module.model/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
-			<data mode="bidirectional" />
+		<layer id="268" name="SliceAssign_326/ScatterNDUpdate" type="ScatterNDUpdate" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
+					<dim>-1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>-1</dim>
 					<dim>1</dim>
-					<dim>1</dim>
+				</port>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="269" name="SliceAssign_326/Reshape_6" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 				</port>
 				<port id="1" precision="I64">
@@ -3865,7 +3811,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="339,causal_4d_mask">
+				<port id="2" precision="FP32" names="1035,1036,1037,1215,1216,1217,1395,1396,1397,1575,1576,1577,1755,1756,1757,1935,1936,1937,2115,2116,2117,2295,2296,2297,2475,2476,2477,2655,2656,2657,2835,2836,2837,3015,3016,3017,3195,3196,3197,335,3375,3376,3377,3555,3556,3557,3735,3736,3737,3915,3916,3917,4095,4096,4097,4275,4276,4277,4455,4456,4457,4635,4636,4637,4815,4816,4817,495,496,497,4995,4996,4997,5175,5176,5177,5355,5356,5357,5535,5536,5537,5715,5716,5717,5895,5896,5897,6075,6076,6077,675,676,677,855,856,857">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3873,25 +3819,91 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="282" name="__module.model/aten::masked_fill/Select_1" type="Select" version="opset1">
+		<layer id="270" name="__module.model.layers.0.self_attn/aten::slice/Reshape_60" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="271" name="Constant_213051" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="272" name="Reshape_213052" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="273" name="Add_213055" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="BOOL">
-					<dim>-1</dim>
+				<port id="0" precision="I64">
 					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>-1</dim>
 				</port>
-				<port id="1" precision="FP32" />
-				<port id="2" precision="FP32">
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="1034,1214,1394,1574,1754,1934,2114,2294,2474,2654,2834,3014,3194,3374,3554,3734,3914,4094,4274,4454,4634,4814,494,4994,5174,5354,5534,5714,5894,6074,674,854">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="274" name="__module.model.layers.0.self_attn/aten::slice/Reshape_62" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="275" name="__module.model.layers.0.self_attn/aten::slice/Reshape_63" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="276" name="__module.model.layers.0.self_attn/aten::slice/Slice_15" type="Slice" version="opset8">
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="354,attention_mask">
+				<port id="5" precision="FP32" names="1038,1218,1398,1578,1758,1938,2118,2298,2478,2658,2838,3018,3198,3378,3558,3738,3918,4098,4278,4458,4638,4818,498,4998,5178,5358,5538,5718,5898,6078,678,858">
 					<dim>-1</dim>
 					<dim>1</dim>
 					<dim>-1</dim>
@@ -3899,7 +3911,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="283" name="__module.model.layers.0.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="277" name="__module.model.layers.0.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -3928,7 +3940,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="487,attn_output.1">
+				<port id="4" precision="FP32" names="499,attn_output.1">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -3936,7 +3948,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="284" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="278" name="__module.model.layers.0.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -3944,7 +3956,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="285" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="279" name="__module.model.layers.0.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -3957,7 +3969,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="488">
+				<port id="2" precision="FP32" names="500">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -3965,16 +3977,63 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="286" name="Constant_255113" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="280" name="Constant_199038" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="281" name="Constant_199039" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="282" name="Gather_199040" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="283" name="__module.model.layers.0.self_attn.rotary_emb/prim::ListConstruct/Reshape_0" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="284" name="__module.model.layers.0.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="502">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="287" name="__module.model.layers.0.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="285" name="__module.model.layers.0.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -3987,101 +4046,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="491">
+				<port id="2" precision="FP32" names="503">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="288" name="self.model.layers.0.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="179848344" size="16777216" />
+		<layer id="286" name="self.model.layers.0.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="144275744" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="289" name="Convert_298759" type="Convert" version="opset1">
+		<layer id="287" name="Convert_256047" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="290" name="self.model.layers.0.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="196625560" size="4096" />
+		<layer id="288" name="self.model.layers.0.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="152664352" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="291" name="Convert_298762" type="Convert" version="opset1">
+		<layer id="289" name="Convert_256049" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="292" name="self.model.layers.0.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="290" name="self.model.layers.0.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="291" name="self.model.layers.0.self_attn.o_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="294" name="self.model.layers.0.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="292" name="self.model.layers.0.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="293" name="Constant_256054" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="139917104" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="294" name="Reshape_256055" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -4089,8 +4188,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="295" name="self.model.layers.0.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="295" name="__module.model.layers.0.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -4104,13 +4206,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="296" name="__module.model.layers.0.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="296" name="__module.model.layers.0.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -4118,7 +4220,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="493,495,hidden_states.19">
+				<port id="2" precision="FP32" names="505,507,hidden_states.17">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
@@ -4140,15 +4242,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="498,500,511,hidden_states.21,hidden_states.23">
+				<port id="2" precision="FP32" names="510,512,523,hidden_states.19,hidden_states.21">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="298" name="Constant_246041" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="196637848" size="16384" />
+		<layer id="298" name="Constant_208015" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="152992032" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -4157,7 +4259,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="299" name="Constant_246040" type="Const" version="opset1">
+		<layer id="299" name="Constant_208014" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -4167,7 +4269,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="300" name="Constant_246038" type="Const" version="opset1">
+		<layer id="300" name="Constant_208012" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -4192,17 +4294,17 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="501">
+				<port id="2" precision="FP32" names="513">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="302" name="Constant_921" type="Const" version="opset1">
+		<layer id="302" name="Constant_1027" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="502">
+				<port id="0" precision="I64" names="514">
 					<dim>1</dim>
 				</port>
 			</output>
@@ -4220,14 +4322,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="503,variance.3">
+				<port id="2" precision="FP32" names="515,variance.3">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="304" name="Constant_246039" type="Const" version="opset1">
+		<layer id="304" name="Constant_208013" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -4252,7 +4354,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="504">
+				<port id="2" precision="FP32" names="516">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
@@ -4290,7 +4392,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="505">
+				<port id="2" precision="FP32" names="517">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
@@ -4312,7 +4414,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="506,507,hidden_states.25,hidden_states.27">
+				<port id="2" precision="FP32" names="518,519,hidden_states.23,hidden_states.25">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
@@ -4334,7 +4436,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="508,510">
+				<port id="2" precision="FP32" names="520,522">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
@@ -4342,7 +4444,7 @@
 			</output>
 		</layer>
 		<layer id="310" name="self.model.layers.0.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="196654232" size="29360128" />
+			<data element_type="u4" shape="14336, 32, 128" offset="153008416" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -4351,7 +4453,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="311" name="Convert_298780" type="Convert" version="opset1">
+		<layer id="311" name="Convert_255087" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -4369,7 +4471,7 @@
 			</output>
 		</layer>
 		<layer id="312" name="self.model.layers.0.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="226014360" size="229376" />
+			<data element_type="u4" shape="14336, 32, 1" offset="182368544" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -4378,7 +4480,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="313" name="Convert_298782" type="Convert" version="opset1">
+		<layer id="313" name="Convert_255089" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -4418,7 +4520,7 @@
 			</output>
 		</layer>
 		<layer id="315" name="self.model.layers.0.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="226243736" size="917504" />
+			<data element_type="f16" shape="14336, 32, 1" offset="182597920" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -4449,15 +4551,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="317" name="Constant_298787" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="317" name="Constant_255094" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="318" name="Reshape_298788" type="Reshape" version="opset1">
+		<layer id="318" name="Reshape_255095" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -4476,8 +4578,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="319" name="self.model.layers.0.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="319" name="__module.model.layers.0.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -4491,7 +4596,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="320" name="__module.model.layers.0.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="320" name="__module.model.layers.0.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4505,7 +4610,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="516,input.1">
+				<port id="2" precision="FP32" names="528,input.1">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
@@ -4521,7 +4626,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="517">
+				<port id="1" precision="FP32" names="529">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
@@ -4529,49 +4634,55 @@
 			</output>
 		</layer>
 		<layer id="322" name="self.model.layers.0.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="14336, 4096" offset="227161248" size="58720256" />
+			<data element_type="u4" shape="14336, 32, 128" offset="183515432" size="29360128" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="323" name="Convert_298770" type="Convert" version="opset1">
+		<layer id="323" name="Convert_255077" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
 		<layer id="324" name="self.model.layers.0.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="14336, 1" offset="285881504" size="14336" />
+			<data element_type="u4" shape="14336, 32, 1" offset="212875560" size="229376" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="325" name="Convert_298773" type="Convert" version="opset1">
+		<layer id="325" name="Convert_255079" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
@@ -4581,25 +4692,29 @@
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
 		<layer id="327" name="self.model.layers.0.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 1" offset="285895840" size="28672" />
+			<data element_type="f16" shape="14336, 32, 1" offset="213104936" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
@@ -4609,13 +4724,43 @@
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="329" name="Constant_255084" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="330" name="Reshape_255085" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
@@ -4623,8 +4768,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="329" name="self.model.layers.0.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="331" name="__module.model.layers.0.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -4638,7 +4786,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="330" name="__module.model.layers.0.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="332" name="__module.model.layers.0.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4652,14 +4800,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="519">
+				<port id="2" precision="FP32" names="531">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="331" name="__module.model.layers.0.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="333" name="__module.model.layers.0.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -4674,15 +4822,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="520">
+				<port id="2" precision="FP32" names="532">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="332" name="self.model.layers.0.mlp.down_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 128" offset="285924512" size="29360128" />
+		<layer id="334" name="self.model.layers.0.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 128" offset="214022440" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -4691,7 +4839,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="333" name="Convert_298791" type="Convert" version="opset1">
+		<layer id="335" name="Convert_255097" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -4708,8 +4856,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="334" name="self.model.layers.0.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 1" offset="315284640" size="229376" />
+		<layer id="336" name="self.model.layers.0.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="243382568" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -4718,7 +4866,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="335" name="Convert_298793" type="Convert" version="opset1">
+		<layer id="337" name="Convert_255099" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -4735,7 +4883,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="336" name="self.model.layers.0.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="338" name="self.model.layers.0.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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@@ -5078,7 +5229,7 @@
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@@ -5588,7 +5468,7 @@
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@@ -5596,23 +5476,7 @@
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@@ -5628,13 +5492,13 @@
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+		<layer id="376" name="__module.model.layers.1.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
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@@ -5644,10 +5508,10 @@
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+				<port id="3" precision="I64" names="607,612" />
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+		<layer id="377" name="__module.model.layers.1.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -5657,23 +5521,23 @@
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-		<layer id="399" name="__module.model.layers.1.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="378" name="__module.model.layers.1.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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 				<port id="0" precision="I64" />
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-		<layer id="400" name="Constant_254062" type="Const" version="opset1">
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+		<layer id="379" name="Constant_161346" type="Const" version="opset1">
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+		<layer id="380" name="__module.model.layers.1.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
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@@ -5687,53 +5551,31 @@
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+		<layer id="381" name="__module.model.layers.1.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
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-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="382" name="__module.model.layers.1.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-		<layer id="405" name="Constant_222584" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="383" name="__module.model.layers.1.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="384" name="__module.model.layers.1.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -5742,17 +5584,20 @@
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 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -5760,8 +5605,8 @@
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 		</layer>
-		<layer id="407" name="Constant_246046" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="385" name="Constant_208020" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -5771,7 +5616,7 @@
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 			</output>
 		</layer>
-		<layer id="408" name="__module.model.layers.1.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="386" name="__module.model.layers.1.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -5788,7 +5633,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="600">
+				<port id="2" precision="FP32" names="617">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -5796,24 +5641,31 @@
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 		</layer>
-		<layer id="409" name="Constant_222629" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="387" name="__module.model.layers.1.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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-		<layer id="410" name="Constant_222634" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="388" name="__module.model.layers.1.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="389" name="__module.model.layers.1.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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 		</layer>
-		<layer id="411" name="__module.model.layers.1.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="390" name="__module.model.layers.1.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -5822,17 +5674,20 @@
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 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="611">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -5840,7 +5695,7 @@
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 		</layer>
-		<layer id="412" name="__module.model.layers.1.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="391" name="__module.model.layers.1.self_attn/aten::cat/Concat" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -5857,7 +5712,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="602">
+				<port id="2" precision="FP32" names="619">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -5865,101 +5720,7 @@
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@@ -5976,7 +5737,7 @@
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@@ -5984,7 +5745,7 @@
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@@ -6001,7 +5762,7 @@
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@@ -6009,8 +5770,125 @@
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-			<data element_type="u4" shape="1024, 32, 128" offset="325164200" size="2097152" />
+		<layer id="394" name="Constant_231475" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
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+		<layer id="395" name="Constant_231468" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="396" name="Constant_231470" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="397" name="Constant_231472" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="398" name="Concat_231473" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+				<port id="3" precision="I64">
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+				<port id="4" precision="I64">
+					<dim>4</dim>
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+		</layer>
+		<layer id="399" name="Broadcast_231476" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
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+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
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+			</output>
+		</layer>
+		<layer id="400" name="ReadValue_228262" type="ReadValue" version="opset6">
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+			<input>
+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+			<output>
+				<port id="1" precision="FP32" names="past_key_values.1.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="401" name="Constant_225050" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="402" name="Gather_225051" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
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+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>-1</dim>
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+				<port id="2" precision="I32" />
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+					<dim>-1</dim>
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+					<dim>-1</dim>
+					<dim>128</dim>
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+		</layer>
+		<layer id="403" name="self.model.layers.1.self_attn.k_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -6019,7 +5897,7 @@
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 			</output>
 		</layer>
-		<layer id="423" name="Convert_298813" type="Convert" version="opset1">
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 			<input>
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@@ -6036,8 +5914,8 @@
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-			<data element_type="u4" shape="1024, 32, 1" offset="327261352" size="16384" />
+		<layer id="405" name="self.model.layers.1.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="255359280" size="16384" />
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 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -6046,7 +5924,7 @@
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 			</output>
 		</layer>
-		<layer id="425" name="Convert_298815" type="Convert" version="opset1">
+		<layer id="406" name="Convert_256709" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
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@@ -6063,7 +5941,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -6085,8 +5963,8 @@
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+		<layer id="408" name="self.model.layers.1.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="255375664" size="65536" />
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -6095,7 +5973,7 @@
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 		</layer>
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+		<layer id="409" name="self.model.layers.1.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -6117,15 +5995,15 @@
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+		<layer id="410" name="Constant_256714" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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-		<layer id="430" name="Reshape_298821" type="Reshape" version="opset1">
+		<layer id="411" name="Reshape_256715" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -6144,8 +6022,11 @@
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 			</output>
 		</layer>
-		<layer id="431" name="self.model.layers.1.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="412" name="__module.model.layers.1.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -6159,7 +6040,7 @@
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 		</layer>
-		<layer id="432" name="__module.model.layers.1.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="413" name="__module.model.layers.1.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -6173,22 +6054,22 @@
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 			<output>
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+				<port id="2" precision="FP32" names="567,key_states.9">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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-		<layer id="433" name="Constant_255115" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="414" name="Constant_215515" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="434" name="__module.model.layers.1.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="415" name="__module.model.layers.1.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6201,7 +6082,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="574">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -6209,7 +6090,7 @@
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 		</layer>
-		<layer id="435" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="416" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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@@ -6217,7 +6098,7 @@
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 		</layer>
-		<layer id="436" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="417" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -6230,7 +6111,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="563,key_states.11">
+				<port id="2" precision="FP32" names="575,k.3">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -6238,7 +6119,7 @@
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 			</output>
 		</layer>
-		<layer id="437" name="__module.model.layers.1.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="418" name="__module.model.layers.1.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6255,7 +6136,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="605">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -6263,23 +6144,7 @@
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@@ -6295,13 +6160,13 @@
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-		<layer id="441" name="__module.model.layers.1.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="420" name="__module.model.layers.1.self_attn/aten::size/Constant_5" type="Const" version="opset1">
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+		<layer id="421" name="__module.model.layers.1.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
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@@ -6311,10 +6176,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="623,628" />
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -6324,23 +6189,23 @@
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-		<layer id="444" name="__module.model.layers.1.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="423" name="__module.model.layers.1.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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 			<output>
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+		<layer id="424" name="Constant_161347" type="Const" version="opset1">
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 		</layer>
-		<layer id="446" name="__module.model.layers.1.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="425" name="__module.model.layers.1.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -6354,53 +6219,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="447" name="Constant_222676" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="426" name="__module.model.layers.1.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="448" name="ScatterUpdate_222679" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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 			</output>
 		</layer>
-		<layer id="449" name="Constant_222682" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="427" name="__module.model.layers.1.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="450" name="Constant_222685" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="428" name="__module.model.layers.1.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="451" name="__module.model.layers.1.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="429" name="__module.model.layers.1.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -6409,17 +6252,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="615,x2.7">
+				<port id="5" precision="FP32" names="632,x2.7">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -6427,8 +6273,8 @@
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 			</output>
 		</layer>
-		<layer id="452" name="Constant_246047" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="430" name="Constant_208021" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -6438,7 +6284,7 @@
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 			</output>
 		</layer>
-		<layer id="453" name="__module.model.layers.1.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="431" name="__module.model.layers.1.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6455,7 +6301,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="616">
+				<port id="2" precision="FP32" names="633">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -6463,24 +6309,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="454" name="Constant_222730" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="432" name="__module.model.layers.1.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="455" name="Constant_222735" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="433" name="__module.model.layers.1.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="434" name="__module.model.layers.1.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="456" name="__module.model.layers.1.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="435" name="__module.model.layers.1.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -6489,17 +6342,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="610">
+				<port id="5" precision="FP32" names="627">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -6507,7 +6363,7 @@
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 			</output>
 		</layer>
-		<layer id="457" name="__module.model.layers.1.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="436" name="__module.model.layers.1.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6524,7 +6380,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="618">
+				<port id="2" precision="FP32" names="635">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -6532,7 +6388,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="458" name="__module.model.layers.1.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="437" name="__module.model.layers.1.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6549,7 +6405,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="619">
+				<port id="2" precision="FP32" names="636">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -6557,7 +6413,7 @@
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 			</output>
 		</layer>
-		<layer id="459" name="__module.model.layers.1.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="438" name="__module.model.layers.1.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6574,7 +6430,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="620">
+				<port id="2" precision="FP32" names="637">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -6582,7 +6438,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="460" name="__module.model.layers.1.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="439" name="__module.model.layers.1.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6607,7 +6463,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="461" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="440" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -6618,7 +6474,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="632,633,634">
+				<port id="2" precision="FP32" names="649,650,651">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -6627,38 +6483,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="462" name="Constant_254617" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
-			</output>
-		</layer>
-		<layer id="463" name="Constant_254618" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="464" name="Gather_254619" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64" names="625">
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-			</output>
-		</layer>
-		<layer id="465" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="441" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6674,21 +6499,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="466" name="Constant_255454" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="442" name="Constant_215772" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="467" name="__module.model.layers.1.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="443" name="__module.model.layers.1.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="468" name="__module.model.layers.1.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="444" name="__module.model.layers.1.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -6700,34 +6525,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="626">
+				<port id="3" precision="I64" names="643">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="469" name="Constant_205787" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="445" name="Constant_193495" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="470" name="Constant_215887" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="446" name="Constant_199083" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="471" name="Constant_215888" type="Const" version="opset1">
+		<layer id="447" name="Constant_199084" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="472" name="Gather_215889" type="Gather" version="opset8">
+		<layer id="448" name="Gather_199085" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -6744,7 +6569,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="473" name="__module.model.layers.1.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="449" name="__module.model.layers.1.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -6761,12 +6586,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="635">
+				<port id="4" precision="I64" names="652">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="474" name="__module.model.layers.1.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="450" name="__module.model.layers.1.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6781,7 +6606,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="636,hidden_states.43">
+				<port id="2" precision="FP32" names="653,hidden_states.41">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -6790,15 +6615,15 @@
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 			</output>
 		</layer>
-		<layer id="475" name="Constant_255116" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="451" name="Constant_215516" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="476" name="__module.model.layers.1.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="452" name="__module.model.layers.1.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -6813,7 +6638,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="640">
+				<port id="2" precision="FP32" names="657,key_states.11">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -6821,13 +6646,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="477" name="Constant_292547" type="Const" version="opset1">
+		<layer id="453" name="Constant_231462" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="478" name="Constant_292540" type="Const" version="opset1">
+		<layer id="454" name="Constant_231455" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -6835,7 +6660,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="479" name="Constant_292542" type="Const" version="opset1">
+		<layer id="455" name="Constant_231457" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -6843,7 +6668,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="480" name="Constant_292544" type="Const" version="opset1">
+		<layer id="456" name="Constant_231459" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -6851,7 +6676,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="481" name="Concat_292545" type="Concat" version="opset1">
+		<layer id="457" name="Concat_231460" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -6873,7 +6698,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="482" name="Broadcast_292548" type="Broadcast" version="opset3">
+		<layer id="458" name="Broadcast_231463" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -6890,7 +6715,7 @@
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 			</output>
 		</layer>
-		<layer id="483" name="ReadValue_287157" type="ReadValue" version="opset6">
+		<layer id="459" name="ReadValue_228264" type="ReadValue" version="opset6">
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@@ -6909,13 +6734,13 @@
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 		</layer>
-		<layer id="484" name="Constant_281767" type="Const" version="opset1">
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-		<layer id="485" name="Gather_281768" type="Gather" version="opset8">
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@@ -6938,94 +6763,134 @@
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+		<layer id="462" name="self.model.layers.1.self_attn.v_proj.weight" type="Const" version="opset1">
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 		</layer>
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 			<input>
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+				<port id="0" precision="U4">
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 					<dim>1024</dim>
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-			<data element_type="u8" shape="1024, 1" offset="331537576" size="1024" />
+		<layer id="464" name="self.model.layers.1.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="257538352" size="16384" />
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 					<dim>1024</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="489" name="Convert_298806" type="Convert" version="opset1">
+		<layer id="465" name="Convert_256699" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="490" name="self.model.layers.1.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="466" name="self.model.layers.1.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
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-			<data element_type="f16" shape="1024, 1" offset="331538600" size="2048" />
+		<layer id="467" name="self.model.layers.1.self_attn.v_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 		</layer>
-		<layer id="492" name="self.model.layers.1.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="468" name="self.model.layers.1.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="469" name="Constant_256704" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="470" name="Reshape_256705" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -7033,8 +6898,11 @@
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 		</layer>
-		<layer id="493" name="self.model.layers.1.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="471" name="__module.model.layers.1.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -7048,7 +6916,7 @@
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 			</output>
 		</layer>
-		<layer id="494" name="__module.model.layers.1.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="472" name="__module.model.layers.1.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -7062,22 +6930,22 @@
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 			<output>
-				<port id="2" precision="FP32" names="557,value_states.3">
+				<port id="2" precision="FP32" names="569,value_states.3">
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 					<dim>-1</dim>
 					<dim>1024</dim>
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-		<layer id="495" name="Constant_255117" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="473" name="Constant_215517" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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-		<layer id="496" name="__module.model.layers.1.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="474" name="__module.model.layers.1.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7090,7 +6958,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="577">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -7098,7 +6966,7 @@
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 		</layer>
-		<layer id="497" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="475" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
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@@ -7106,7 +6974,7 @@
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 		</layer>
-		<layer id="498" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="476" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -7119,7 +6987,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="578">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -7127,7 +6995,7 @@
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 		</layer>
-		<layer id="499" name="__module.model.layers.1.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="477" name="__module.model.layers.1.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7152,7 +7020,7 @@
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-		<layer id="500" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="478" name="__module.model.layers.1.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -7163,7 +7031,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="648,649,650">
+				<port id="2" precision="FP32" names="665,666,667">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -7172,7 +7040,7 @@
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 			</output>
 		</layer>
-		<layer id="501" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="479" name="__module.model.layers.1.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7188,21 +7056,21 @@
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 			</output>
 		</layer>
-		<layer id="502" name="Constant_255457" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="480" name="Constant_215775" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="503" name="__module.model.layers.1.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="481" name="__module.model.layers.1.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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 		</layer>
-		<layer id="504" name="__module.model.layers.1.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="482" name="__module.model.layers.1.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -7214,34 +7082,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="642">
+				<port id="3" precision="I64" names="659">
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 		</layer>
-		<layer id="505" name="Constant_205805" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="483" name="Constant_193513" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="506" name="Constant_215897" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="484" name="Constant_199093" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="507" name="Constant_215898" type="Const" version="opset1">
+		<layer id="485" name="Constant_199094" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="508" name="Gather_215899" type="Gather" version="opset8">
+		<layer id="486" name="Gather_199095" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -7258,7 +7126,7 @@
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 			</output>
 		</layer>
-		<layer id="509" name="__module.model.layers.1.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="487" name="__module.model.layers.1.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -7275,12 +7143,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="651">
+				<port id="4" precision="I64" names="668">
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 			</output>
 		</layer>
-		<layer id="510" name="__module.model.layers.1.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="488" name="__module.model.layers.1.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7295,7 +7163,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="669,hidden_states.45">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -7304,15 +7172,15 @@
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 			</output>
 		</layer>
-		<layer id="511" name="Constant_255118" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="489" name="Constant_215518" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
-		<layer id="512" name="__module.model.layers.1.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="490" name="__module.model.layers.1.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7327,7 +7195,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="656">
+				<port id="2" precision="FP32" names="673">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -7335,7 +7203,7 @@
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 		</layer>
-		<layer id="513" name="__module.model.layers.1.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="491" name="__module.model.layers.1.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7364,7 +7232,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="657,attn_output.5">
+				<port id="4" precision="FP32" names="679,attn_output.5">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -7372,7 +7240,7 @@
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 		</layer>
-		<layer id="514" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="492" name="__module.model.layers.1.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -7380,7 +7248,7 @@
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 			</output>
 		</layer>
-		<layer id="515" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="493" name="__module.model.layers.1.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -7393,7 +7261,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="658">
+				<port id="2" precision="FP32" names="680">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -7401,16 +7269,70 @@
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 		</layer>
-		<layer id="516" name="Constant_255119" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="494" name="__module.model.layers.1.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="495" name="Constant_199073" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="496" name="Constant_199074" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="497" name="Gather_199075" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
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+				<port id="2" precision="I64" />
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+			<output>
+				<port id="3" precision="I64">
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 		</layer>
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-			<data special_zero="true" />
+		<layer id="498" name="__module.model.layers.1.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+				<port id="1" precision="I64">
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+			<output>
+				<port id="2" precision="I64" names="682">
+					<dim>3</dim>
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+			</output>
+		</layer>
+		<layer id="499" name="__module.model.layers.1.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
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@@ -7423,15 +7345,15 @@
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 			<output>
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+				<port id="2" precision="FP32" names="683">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="331540648" size="8388608" />
+		<layer id="500" name="self.model.layers.1.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="257620272" size="8388608" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -7440,7 +7362,7 @@
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 			</output>
 		</layer>
-		<layer id="519" name="Convert_298835" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -7457,8 +7379,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="339929256" size="65536" />
+		<layer id="502" name="self.model.layers.1.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="266008880" size="65536" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -7467,7 +7389,7 @@
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 			</output>
 		</layer>
-		<layer id="521" name="Convert_298837" type="Convert" version="opset1">
+		<layer id="503" name="Convert_256069" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -7484,7 +7406,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -7506,8 +7428,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="339994792" size="262144" />
+		<layer id="505" name="self.model.layers.1.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="266074416" size="262144" />
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -7516,7 +7438,7 @@
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 		</layer>
-		<layer id="524" name="self.model.layers.1.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="506" name="self.model.layers.1.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -7538,7 +7460,7 @@
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 			</output>
 		</layer>
-		<layer id="525" name="Constant_298842" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
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@@ -7546,7 +7468,7 @@
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 			</output>
 		</layer>
-		<layer id="526" name="Reshape_298843" type="Reshape" version="opset1">
+		<layer id="508" name="Reshape_256075" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7565,8 +7487,11 @@
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 			</output>
 		</layer>
-		<layer id="527" name="self.model.layers.1.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="509" name="__module.model.layers.1.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -7580,13 +7505,13 @@
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 		</layer>
-		<layer id="528" name="__module.model.layers.1.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -7594,14 +7519,14 @@
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 			<output>
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 		</layer>
-		<layer id="529" name="__module.model.layers.1/aten::add/Add" type="Add" version="opset1">
+		<layer id="511" name="__module.model.layers.1/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -7616,15 +7541,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="668,670,681,hidden_states.51,hidden_states.53">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="340256936" size="16384" />
+		<layer id="512" name="Constant_208025" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="266336560" size="16384" />
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 				<port id="0" precision="FP32">
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@@ -7633,7 +7558,7 @@
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 			</output>
 		</layer>
-		<layer id="531" name="Constant_246050" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
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@@ -7643,7 +7568,7 @@
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 			</output>
 		</layer>
-		<layer id="532" name="Constant_246048" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
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@@ -7653,7 +7578,7 @@
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 		</layer>
-		<layer id="533" name="__module.model.layers.1.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="515" name="__module.model.layers.1.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -7668,22 +7593,22 @@
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 			</input>
 			<output>
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 					<dim>4096</dim>
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 		</layer>
-		<layer id="534" name="Constant_1597" type="Const" version="opset1">
+		<layer id="516" name="Constant_1775" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="672">
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 		</layer>
-		<layer id="535" name="__module.model.layers.1.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="517" name="__module.model.layers.1.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7696,14 +7621,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="673,variance.7">
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 		</layer>
-		<layer id="536" name="Constant_246049" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
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@@ -7713,7 +7638,7 @@
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 			</output>
 		</layer>
-		<layer id="537" name="__module.model.layers.1.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="519" name="__module.model.layers.1.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -7728,14 +7653,14 @@
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 			<output>
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+		<layer id="520" name="__module.model.layers.1.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -7751,7 +7676,7 @@
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 		</layer>
-		<layer id="539" name="__module.model.layers.1.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -7766,14 +7691,14 @@
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+		<layer id="522" name="__module.model.layers.1.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -7788,14 +7713,14 @@
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+				<port id="2" precision="FP32" names="698,699,hidden_states.53,hidden_states.55">
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 					<dim>4096</dim>
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+		<layer id="523" name="__module.model.layers.1.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -7810,15 +7735,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="678,680">
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 					<dim>4096</dim>
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+		<layer id="524" name="self.model.layers.1.mlp.gate_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -7827,7 +7752,7 @@
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 		</layer>
-		<layer id="543" name="Convert_298857" type="Convert" version="opset1">
+		<layer id="525" name="Convert_255117" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -7844,8 +7769,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="369633448" size="229376" />
+		<layer id="526" name="self.model.layers.1.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="295713072" size="229376" />
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 				<port id="0" precision="U4">
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@@ -7854,7 +7779,7 @@
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 		</layer>
-		<layer id="545" name="Convert_298859" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -7871,7 +7796,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7893,8 +7818,8 @@
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+		<layer id="529" name="self.model.layers.1.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -7903,7 +7828,7 @@
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 		</layer>
-		<layer id="548" name="self.model.layers.1.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -7925,15 +7850,15 @@
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-		<layer id="549" name="Constant_298864" type="Const" version="opset1">
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+		<layer id="531" name="Constant_255124" type="Const" version="opset1">
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-		<layer id="550" name="Reshape_298865" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -7952,8 +7877,11 @@
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 		</layer>
-		<layer id="551" name="self.model.layers.1.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="533" name="__module.model.layers.1.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -7967,7 +7895,7 @@
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-		<layer id="552" name="__module.model.layers.1.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="534" name="__module.model.layers.1.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -7981,14 +7909,14 @@
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+				<port id="2" precision="FP16">
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+					<dim>4096</dim>
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 		</layer>
-		<layer id="621" name="Constant_29213" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="581" name="__module.model.layers.2.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>4096</dim>
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 			<output>
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+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>4096</dim>
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 		</layer>
-		<layer id="622" name="__module.model.layers.2.self_attn/aten::index/Gather" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="582" name="__module.model.layers.2.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
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-				<port id="1" precision="I32">
+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>4096</dim>
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+			<output>
+				<port id="2" precision="FP32" names="745,query_states.5">
 					<dim>-1</dim>
 					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="583" name="Constant_215519" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917112" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="584" name="__module.model.layers.2.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
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+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="I32" />
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 			<output>
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+				<port id="2" precision="FP32" names="751">
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 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>128</dim>
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 		</layer>
-		<layer id="623" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="585" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917144" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="586" name="__module.model.layers.2.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="755,cos.11">
+				<port id="2" precision="FP32" names="752,q.5">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="624" name="__module.model.layers.2.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="587" name="__module.model.layers.2.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9064,7 +8767,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="759">
+				<port id="2" precision="FP32" names="786">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -9072,23 +8775,7 @@
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 			</output>
 		</layer>
-		<layer id="625" name="Constant_222853" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		<layer id="626" name="Constant_222852" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-			</output>
-		</layer>
-		<layer id="627" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="588" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9104,13 +8791,13 @@
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 			</output>
 		</layer>
-		<layer id="628" name="__module.model.layers.2.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="589" name="__module.model.layers.2.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="629" name="__module.model.layers.2.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="590" name="__module.model.layers.2.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -9120,10 +8807,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="760,765" />
+				<port id="3" precision="I64" names="787,792" />
 			</output>
 		</layer>
-		<layer id="630" name="__module.model.layers.2.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="591" name="__module.model.layers.2.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -9133,23 +8820,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="631" name="__module.model.layers.2.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="592" name="__module.model.layers.2.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="762,763,767,768" />
+				<port id="1" precision="I64" names="789,790,794,795" />
 			</output>
 		</layer>
-		<layer id="632" name="Constant_254074" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="593" name="Constant_161361" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="633" name="__module.model.layers.2.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="594" name="__module.model.layers.2.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -9163,53 +8850,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="634" name="Constant_222851" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="595" name="__module.model.layers.2.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="635" name="ScatterUpdate_222854" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="636" name="Constant_222857" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="596" name="__module.model.layers.2.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="637" name="Constant_222860" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="597" name="__module.model.layers.2.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="638" name="__module.model.layers.2.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="598" name="__module.model.layers.2.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9218,17 +8883,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="769,x2.9">
+				<port id="5" precision="FP32" names="796,x2.9">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -9236,8 +8904,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="639" name="Constant_246056" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="599" name="Constant_208030" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -9247,7 +8915,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="640" name="__module.model.layers.2.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="600" name="__module.model.layers.2.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9264,7 +8932,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="770">
+				<port id="2" precision="FP32" names="797">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -9272,24 +8940,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="641" name="Constant_222905" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="601" name="__module.model.layers.2.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="642" name="Constant_222910" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="602" name="__module.model.layers.2.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="603" name="__module.model.layers.2.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="643" name="__module.model.layers.2.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="604" name="__module.model.layers.2.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9298,17 +8973,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="764">
+				<port id="5" precision="FP32" names="791">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -9316,7 +8994,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="644" name="__module.model.layers.2.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="605" name="__module.model.layers.2.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9333,7 +9011,32 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="772">
+				<port id="2" precision="FP32" names="799">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="606" name="__module.model.layers.2.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="800">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -9341,16 +9044,46 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="645" name="self.model.layers.2.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
+		<layer id="607" name="__module.model.layers.2.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.2.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="801">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="646" name="__module.model.layers.2.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+		<layer id="608" name="Constant_231501" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="609" name="Constant_231494" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="610" name="Constant_231496" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -9358,20 +9091,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="647" name="__module.model.layers.2.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="611" name="Constant_231498" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
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-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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+			<data axis="0" />
 			<input>
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 				<port id="1" precision="I64">
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@@ -9384,109 +9116,78 @@
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-			<data batch_dims="0" />
+		<layer id="613" name="Broadcast_231502" type="Broadcast" version="opset3">
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-					<dim>-1</dim>
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 					<dim>-1</dim>
+					<dim>8</dim>
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 					<dim>128</dim>
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 		</layer>
-		<layer id="651" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="614" name="ReadValue_228306" type="ReadValue" version="opset6">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 			<output>
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 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</input>
+		<layer id="615" name="Constant_225056" type="Const" version="opset1">
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 			<output>
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-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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 		</layer>
-		<layer id="653" name="__module.model.layers.2.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="616" name="Gather_225057" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
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-					<dim>32</dim>
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 					<dim>-1</dim>
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+				<port id="2" precision="I32" />
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 			<output>
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 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
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 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="448600232" size="2097152" />
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+			<data element_type="u4" shape="1024, 32, 128" offset="366606640" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -9495,7 +9196,7 @@
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 			</output>
 		</layer>
-		<layer id="655" name="Convert_298890" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -9512,8 +9213,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 1" offset="450697384" size="16384" />
+		<layer id="619" name="self.model.layers.2.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="368703792" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -9522,7 +9223,7 @@
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 			</output>
 		</layer>
-		<layer id="657" name="Convert_298892" type="Convert" version="opset1">
+		<layer id="620" name="Convert_256729" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -9539,7 +9240,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9561,8 +9262,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 32, 1" offset="450713768" size="65536" />
+		<layer id="622" name="self.model.layers.2.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="368720176" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -9571,7 +9272,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9593,15 +9294,15 @@
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 			</output>
 		</layer>
-		<layer id="661" name="Constant_298897" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="624" name="Constant_256734" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="662" name="Reshape_298898" type="Reshape" version="opset1">
+		<layer id="625" name="Reshape_256735" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -9620,8 +9321,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="663" name="self.model.layers.2.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="626" name="__module.model.layers.2.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -9635,7 +9339,7 @@
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 			</output>
 		</layer>
-		<layer id="664" name="__module.model.layers.2.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="627" name="__module.model.layers.2.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9649,22 +9353,22 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="747,key_states.13">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="665" name="Constant_255121" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="628" name="Constant_215520" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
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+		<layer id="629" name="__module.model.layers.2.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9677,7 +9381,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="754">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -9685,7 +9389,7 @@
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 			</output>
 		</layer>
-		<layer id="667" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="630" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -9693,7 +9397,7 @@
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 			</output>
 		</layer>
-		<layer id="668" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="631" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9706,7 +9410,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="733,key_states.15">
+				<port id="2" precision="FP32" names="755,k.5">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -9714,7 +9418,7 @@
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 			</output>
 		</layer>
-		<layer id="669" name="__module.model.layers.2.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="632" name="__module.model.layers.2.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9731,7 +9435,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="802">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -9739,23 +9443,7 @@
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 			</output>
 		</layer>
-		<layer id="670" name="Constant_222954" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="671" name="Constant_222953" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="672" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="633" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -9771,13 +9459,13 @@
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 			</output>
 		</layer>
-		<layer id="673" name="__module.model.layers.2.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="634" name="__module.model.layers.2.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="674" name="__module.model.layers.2.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="635" name="__module.model.layers.2.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -9787,10 +9475,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="776,781" />
+				<port id="3" precision="I64" names="803,808" />
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 		</layer>
-		<layer id="675" name="__module.model.layers.2.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="636" name="__module.model.layers.2.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -9800,23 +9488,23 @@
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 			</output>
 		</layer>
-		<layer id="676" name="__module.model.layers.2.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="637" name="__module.model.layers.2.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="778,779,783,784" />
+				<port id="1" precision="I64" names="805,806,810,811" />
 			</output>
 		</layer>
-		<layer id="677" name="Constant_254076" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="638" name="Constant_161362" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="678" name="__module.model.layers.2.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="639" name="__module.model.layers.2.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -9830,53 +9518,31 @@
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 			</output>
 		</layer>
-		<layer id="679" name="Constant_222952" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="640" name="__module.model.layers.2.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="641" name="__module.model.layers.2.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="682" name="Constant_222961" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="642" name="__module.model.layers.2.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="643" name="__module.model.layers.2.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9885,17 +9551,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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@@ -9903,8 +9572,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="644" name="Constant_208031" type="Const" version="opset1">
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@@ -9914,7 +9583,7 @@
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+		<layer id="645" name="__module.model.layers.2.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -9931,7 +9600,7 @@
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@@ -9939,24 +9608,31 @@
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-			<data element_type="i64" shape="4" offset="156694392" size="32" />
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-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="647" name="__module.model.layers.2.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="648" name="__module.model.layers.2.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
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+				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="649" name="__module.model.layers.2.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -9965,17 +9641,20 @@
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 				<port id="1" precision="I64">
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 			</input>
 			<output>
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 					<dim>8</dim>
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@@ -9983,7 +9662,7 @@
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+		<layer id="650" name="__module.model.layers.2.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
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@@ -10000,7 +9679,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -10008,7 +9687,7 @@
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 		</layer>
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+		<layer id="651" name="__module.model.layers.2.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -10025,7 +9704,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="816">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -10033,7 +9712,7 @@
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 		</layer>
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+		<layer id="652" name="__module.model.layers.2.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -10050,7 +9729,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -10058,7 +9737,7 @@
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 			</output>
 		</layer>
-		<layer id="692" name="__module.model.layers.2.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="653" name="__module.model.layers.2.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -10083,7 +9762,7 @@
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 		</layer>
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+		<layer id="654" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -10094,7 +9773,7 @@
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 			<output>
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 					<dim>8</dim>
 					<dim>1</dim>
@@ -10103,38 +9782,7 @@
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-		<layer id="697" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="655" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10150,21 +9798,21 @@
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 			</output>
 		</layer>
-		<layer id="698" name="Constant_255463" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="656" name="Constant_215778" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
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 		</layer>
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+		<layer id="657" name="__module.model.layers.2.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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 		</layer>
-		<layer id="700" name="__module.model.layers.2.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="658" name="__module.model.layers.2.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -10176,34 +9824,34 @@
 				<port id="2" precision="I32" />
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 			<output>
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 		</layer>
-		<layer id="701" name="Constant_205823" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="659" name="Constant_193531" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="702" name="Constant_215922" type="Const" version="opset1">
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+		<layer id="660" name="Constant_199118" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="703" name="Constant_215923" type="Const" version="opset1">
+		<layer id="661" name="Constant_199119" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="704" name="Gather_215924" type="Gather" version="opset8">
+		<layer id="662" name="Gather_199120" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -10220,7 +9868,7 @@
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 			</output>
 		</layer>
-		<layer id="705" name="__module.model.layers.2.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="663" name="__module.model.layers.2.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -10237,12 +9885,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="832">
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 			</output>
 		</layer>
-		<layer id="706" name="__module.model.layers.2.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="664" name="__module.model.layers.2.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10257,7 +9905,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="833,hidden_states.71">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -10266,15 +9914,15 @@
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 			</output>
 		</layer>
-		<layer id="707" name="Constant_255122" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="665" name="Constant_215521" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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+		<layer id="666" name="__module.model.layers.2.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10289,7 +9937,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="810">
+				<port id="2" precision="FP32" names="837,key_states.15">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -10297,13 +9945,13 @@
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 			</output>
 		</layer>
-		<layer id="709" name="Constant_292573" type="Const" version="opset1">
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 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="710" name="Constant_292566" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -10311,7 +9959,7 @@
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 			</output>
 		</layer>
-		<layer id="711" name="Constant_292568" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -10319,7 +9967,7 @@
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 			</output>
 		</layer>
-		<layer id="712" name="Constant_292570" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -10327,7 +9975,7 @@
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 			</output>
 		</layer>
-		<layer id="713" name="Concat_292571" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -10349,7 +9997,7 @@
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 			</output>
 		</layer>
-		<layer id="714" name="Broadcast_292574" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -10366,7 +10014,7 @@
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 			</output>
 		</layer>
-		<layer id="715" name="ReadValue_287201" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.2.valuepresent.2.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10385,13 +10033,13 @@
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 			</output>
 		</layer>
-		<layer id="716" name="Constant_281773" type="Const" version="opset1">
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 			<data element_type="i32" shape="" offset="0" size="4" />
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 				<port id="0" precision="I32" />
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-		<layer id="717" name="Gather_281774" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10414,94 +10062,134 @@
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 					<dim>1024</dim>
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+					<dim>32</dim>
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 		</layer>
-		<layer id="719" name="Convert_298880" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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 					<dim>1024</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
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-			<data element_type="u8" shape="1024, 1" offset="454973608" size="1024" />
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 					<dim>1024</dim>
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-		<layer id="721" name="Convert_298883" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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 					<dim>1024</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="722" name="self.model.layers.2.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="680" name="self.model.layers.2.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="454974632" size="2048" />
+		<layer id="681" name="self.model.layers.2.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="370899248" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="724" name="self.model.layers.2.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="682" name="self.model.layers.2.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="683" name="Constant_256724" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="684" name="Reshape_256725" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -10509,8 +10197,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="725" name="self.model.layers.2.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="685" name="__module.model.layers.2.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -10524,7 +10215,7 @@
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 			</output>
 		</layer>
-		<layer id="726" name="__module.model.layers.2.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="686" name="__module.model.layers.2.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10538,22 +10229,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="727,value_states.5">
+				<port id="2" precision="FP32" names="749,value_states.5">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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 			</output>
 		</layer>
-		<layer id="727" name="Constant_255123" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="687" name="Constant_215522" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="728" name="__module.model.layers.2.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="688" name="__module.model.layers.2.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10566,7 +10257,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="735">
+				<port id="2" precision="FP32" names="757">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -10574,7 +10265,7 @@
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 			</output>
 		</layer>
-		<layer id="729" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="689" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -10582,7 +10273,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="730" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="690" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -10595,7 +10286,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="736">
+				<port id="2" precision="FP32" names="758">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -10603,7 +10294,7 @@
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 			</output>
 		</layer>
-		<layer id="731" name="__module.model.layers.2.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="691" name="__module.model.layers.2.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10628,7 +10319,7 @@
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 			</output>
 		</layer>
-		<layer id="732" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="692" name="__module.model.layers.2.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -10639,7 +10330,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="818,819,820">
+				<port id="2" precision="FP32" names="845,846,847">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -10648,7 +10339,7 @@
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 			</output>
 		</layer>
-		<layer id="733" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="693" name="__module.model.layers.2.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10664,21 +10355,21 @@
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 			</output>
 		</layer>
-		<layer id="734" name="Constant_255466" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="694" name="Constant_215781" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="735" name="__module.model.layers.2.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="695" name="__module.model.layers.2.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="736" name="__module.model.layers.2.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="696" name="__module.model.layers.2.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -10690,34 +10381,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="812">
+				<port id="3" precision="I64" names="839">
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 			</output>
 		</layer>
-		<layer id="737" name="Constant_205841" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="697" name="Constant_193549" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="738" name="Constant_215932" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="698" name="Constant_199128" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="739" name="Constant_215933" type="Const" version="opset1">
+		<layer id="699" name="Constant_199129" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="740" name="Gather_215934" type="Gather" version="opset8">
+		<layer id="700" name="Gather_199130" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -10734,7 +10425,7 @@
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 			</output>
 		</layer>
-		<layer id="741" name="__module.model.layers.2.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="701" name="__module.model.layers.2.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -10751,12 +10442,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="821">
+				<port id="4" precision="I64" names="848">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="742" name="__module.model.layers.2.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="702" name="__module.model.layers.2.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10771,7 +10462,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="822,hidden_states.77">
+				<port id="2" precision="FP32" names="849,hidden_states.75">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -10780,15 +10471,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="743" name="Constant_255124" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="703" name="Constant_215523" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="744" name="__module.model.layers.2.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="704" name="__module.model.layers.2.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10803,7 +10494,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="826">
+				<port id="2" precision="FP32" names="853">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -10811,7 +10502,7 @@
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 			</output>
 		</layer>
-		<layer id="745" name="__module.model.layers.2.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="705" name="__module.model.layers.2.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -10840,7 +10531,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="827,attn_output.9">
+				<port id="4" precision="FP32" names="859,attn_output.9">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -10848,7 +10539,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="746" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="706" name="__module.model.layers.2.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -10856,7 +10547,7 @@
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 			</output>
 		</layer>
-		<layer id="747" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="707" name="__module.model.layers.2.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -10869,7 +10560,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="828">
+				<port id="2" precision="FP32" names="860">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -10877,16 +10568,70 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="748" name="Constant_255125" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="708" name="__module.model.layers.2.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="709" name="Constant_199108" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="710" name="Constant_199109" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="711" name="Gather_199110" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
 			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="712" name="__module.model.layers.2.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="862">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="749" name="__module.model.layers.2.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="713" name="__module.model.layers.2.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -10899,15 +10644,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="831">
+				<port id="2" precision="FP32" names="863">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="750" name="self.model.layers.2.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="454976680" size="8388608" />
+		<layer id="714" name="self.model.layers.2.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="370964784" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -10916,7 +10661,7 @@
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 			</output>
 		</layer>
-		<layer id="751" name="Convert_298912" type="Convert" version="opset1">
+		<layer id="715" name="Convert_256087" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -10933,8 +10678,8 @@
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 			</output>
 		</layer>
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@@ -10943,7 +10688,7 @@
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@@ -10960,7 +10705,7 @@
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@@ -10982,8 +10727,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="463430824" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="379418928" size="262144" />
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@@ -10992,7 +10737,7 @@
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@@ -11014,7 +10759,7 @@
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@@ -11022,7 +10767,7 @@
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@@ -11041,8 +10786,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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@@ -11056,13 +10804,13 @@
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-			<data element_type="f32" shape="1, 1, 4096" offset="463692968" size="16384" />
+		<layer id="726" name="Constant_208035" type="Const" version="opset1">
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@@ -11109,7 +10857,7 @@
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-		<layer id="763" name="Constant_246060" type="Const" version="opset1">
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@@ -11119,7 +10867,7 @@
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-		<layer id="764" name="Constant_246058" type="Const" version="opset1">
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@@ -11129,7 +10877,7 @@
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+		<layer id="729" name="__module.model.layers.2.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
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@@ -11144,22 +10892,22 @@
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-		<layer id="766" name="Constant_2273" type="Const" version="opset1">
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-		<layer id="767" name="__module.model.layers.2.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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@@ -11172,14 +10920,14 @@
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 			<output>
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-		<layer id="768" name="Constant_246059" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
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@@ -11189,7 +10937,7 @@
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@@ -11204,14 +10952,14 @@
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-		<layer id="770" name="__module.model.layers.2.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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@@ -11227,7 +10975,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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+		<layer id="736" name="__module.model.layers.2.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -11264,14 +11012,14 @@
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@@ -11286,101 +11034,141 @@
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 					<dim>4096</dim>
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-			<data element_type="u8" shape="14336, 4096" offset="463709352" size="58720256" />
+		<layer id="738" name="self.model.layers.2.mlp.gate_proj.weight" type="Const" version="opset1">
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 		</layer>
-		<layer id="775" name="Convert_298935" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
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 					<dim>14336</dim>
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-			<data element_type="u8" shape="14336, 1" offset="522429608" size="14336" />
+		<layer id="740" name="self.model.layers.2.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="409057584" size="229376" />
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 		</layer>
-		<layer id="777" name="Convert_298938" type="Convert" version="opset1">
+		<layer id="741" name="Convert_255149" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<output>
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 					<dim>14336</dim>
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+		<layer id="743" name="self.model.layers.2.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
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 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
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 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="745" name="Constant_255154" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
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+				<port id="0" precision="I32">
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+			</output>
+		</layer>
+		<layer id="746" name="Reshape_255155" type="Reshape" version="opset1">
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+				<port id="0" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
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 			<output>
 				<port id="2" precision="FP16">
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@@ -11388,8 +11176,11 @@
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+		<layer id="747" name="__module.model.layers.2.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -11403,7 +11194,7 @@
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 				<port id="0" precision="FP32">
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@@ -11433,101 +11224,141 @@
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-			<data element_type="u8" shape="14336, 1" offset="581192872" size="14336" />
+		<layer id="752" name="self.model.layers.2.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
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-		<layer id="787" name="Convert_298927" type="Convert" version="opset1">
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-			<data element_type="f16" shape="14336, 1" offset="581207208" size="28672" />
+		<layer id="755" name="self.model.layers.2.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
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+					<dim>32</dim>
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+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="757" name="Constant_255144" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
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+				<port id="0" precision="I32">
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+		<layer id="758" name="Reshape_255145" type="Reshape" version="opset1">
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+				<port id="0" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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@@ -11535,8 +11366,11 @@
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+		<layer id="759" name="__module.model.layers.2.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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@@ -11550,7 +11384,7 @@
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@@ -11586,15 +11420,15 @@
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@@ -11603,7 +11437,7 @@
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-		<layer id="795" name="Convert_298945" type="Convert" version="opset1">
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 			<input>
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@@ -11620,8 +11454,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="610596008" size="229376" />
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@@ -11630,7 +11464,7 @@
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 		</layer>
-		<layer id="797" name="Convert_298947" type="Convert" version="opset1">
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 			<input>
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@@ -11647,7 +11481,7 @@
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@@ -11669,8 +11503,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="610825384" size="917504" />
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 				<port id="0" precision="FP16">
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@@ -11679,7 +11513,7 @@
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@@ -11701,15 +11535,15 @@
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-			<data element_type="i32" shape="2" offset="316431520" size="8" />
+		<layer id="769" name="Constant_255164" type="Const" version="opset1">
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-		<layer id="802" name="Reshape_298953" type="Reshape" version="opset1">
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 			<input>
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@@ -11728,8 +11562,11 @@
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+		<layer id="771" name="__module.model.layers.2.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 				<port id="0" precision="FP16">
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@@ -11743,7 +11580,7 @@
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 		</layer>
-		<layer id="804" name="__module.model.layers.2.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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+		<layer id="774" name="Constant_208039" type="Const" version="opset1">
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@@ -11796,7 +11633,7 @@
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@@ -11831,22 +11668,22 @@
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@@ -11859,14 +11696,14 @@
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@@ -11876,7 +11713,7 @@
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@@ -11914,7 +11751,7 @@
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+		<layer id="802" name="__module.model.layers.3.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12500,13 +12090,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="856" name="__module.model.layers.3.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="803" name="__module.model.layers.3.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="857" name="__module.model.layers.3.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="804" name="__module.model.layers.3.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -12516,10 +12106,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="930,935" />
+				<port id="3" precision="I64" names="967,972" />
 			</output>
 		</layer>
-		<layer id="858" name="__module.model.layers.3.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="805" name="__module.model.layers.3.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -12529,23 +12119,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="859" name="__module.model.layers.3.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="806" name="__module.model.layers.3.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="932,933,937,938" />
+				<port id="1" precision="I64" names="969,970,974,975" />
 			</output>
 		</layer>
-		<layer id="860" name="Constant_254086" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="807" name="Constant_161376" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="861" name="__module.model.layers.3.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="808" name="__module.model.layers.3.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -12559,53 +12149,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="862" name="Constant_223127" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="809" name="__module.model.layers.3.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="863" name="ScatterUpdate_223130" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="864" name="Constant_223133" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="810" name="__module.model.layers.3.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="865" name="Constant_223136" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="811" name="__module.model.layers.3.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="866" name="__module.model.layers.3.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="812" name="__module.model.layers.3.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -12614,17 +12182,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="939,x2.13">
+				<port id="5" precision="FP32" names="976,x2.13">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -12632,8 +12203,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="867" name="Constant_246066" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="813" name="Constant_208040" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -12643,7 +12214,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="868" name="__module.model.layers.3.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="814" name="__module.model.layers.3.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12660,7 +12231,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="940">
+				<port id="2" precision="FP32" names="977">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -12668,24 +12239,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="869" name="Constant_223181" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="815" name="__module.model.layers.3.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="870" name="Constant_223186" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="816" name="__module.model.layers.3.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="871" name="__module.model.layers.3.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="817" name="__module.model.layers.3.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="818" name="__module.model.layers.3.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -12694,17 +12272,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="934">
+				<port id="5" precision="FP32" names="971">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -12712,7 +12293,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="872" name="__module.model.layers.3.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="819" name="__module.model.layers.3.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -12729,7 +12310,32 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="942">
+				<port id="2" precision="FP32" names="979">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="820" name="__module.model.layers.3.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="980">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -12737,16 +12343,46 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="873" name="self.model.layers.3.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
+		<layer id="821" name="__module.model.layers.3.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.3.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="981">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="874" name="__module.model.layers.3.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+		<layer id="822" name="Constant_231527" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="823" name="Constant_231520" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="824" name="Constant_231522" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -12754,20 +12390,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="875" name="__module.model.layers.3.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="825" name="Constant_231524" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="876" name="__module.model.layers.3.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="826" name="Concat_231525" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -12780,109 +12415,78 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="918,919,922,sin.13">
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="877" name="Constant_29222" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="878" name="__module.model.layers.3.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="827" name="Broadcast_231528" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="927">
-					<dim>-1</dim>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="879" name="__module.model.layers.3.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="828" name="ReadValue_228350" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.3.keypresent.3.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="928,sin.15">
+				<port id="1" precision="FP32" names="past_key_values.3.key">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="FP32">
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="829" name="Constant_225062" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
-				<port id="2" precision="FP32" names="943">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="881" name="__module.model.layers.3.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="830" name="Gather_225063" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
+				<port id="1" precision="I32">
 					<dim>-1</dim>
-					<dim>128</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="944">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="628548776" size="2097152" />
+		<layer id="831" name="self.model.layers.3.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="479951152" size="2097152" />
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 					<dim>1024</dim>
@@ -12891,7 +12495,7 @@
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 		</layer>
-		<layer id="883" name="Convert_298967" type="Convert" version="opset1">
+		<layer id="832" name="Convert_256747" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -12908,8 +12512,8 @@
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 		</layer>
-		<layer id="884" name="self.model.layers.3.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="630645928" size="16384" />
+		<layer id="833" name="self.model.layers.3.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="482048304" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -12918,7 +12522,7 @@
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 			</output>
 		</layer>
-		<layer id="885" name="Convert_298969" type="Convert" version="opset1">
+		<layer id="834" name="Convert_256749" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -12935,7 +12539,7 @@
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 		</layer>
-		<layer id="886" name="self.model.layers.3.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -12957,8 +12561,8 @@
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 			</output>
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-			<data element_type="f16" shape="1024, 32, 1" offset="630662312" size="65536" />
+		<layer id="836" name="self.model.layers.3.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="482064688" size="65536" />
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -12967,7 +12571,7 @@
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 			</output>
 		</layer>
-		<layer id="888" name="self.model.layers.3.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -12989,15 +12593,15 @@
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 		</layer>
-		<layer id="889" name="Constant_298974" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="838" name="Constant_256754" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="890" name="Reshape_298975" type="Reshape" version="opset1">
+		<layer id="839" name="Reshape_256755" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -13016,8 +12620,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="891" name="self.model.layers.3.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="840" name="__module.model.layers.3.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -13031,7 +12638,7 @@
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 			</output>
 		</layer>
-		<layer id="892" name="__module.model.layers.3.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="841" name="__module.model.layers.3.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13045,22 +12652,22 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="927,key_states.17">
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 					<dim>-1</dim>
 					<dim>1024</dim>
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 			</output>
 		</layer>
-		<layer id="893" name="Constant_255127" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="842" name="Constant_215525" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
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 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="894" name="__module.model.layers.3.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="843" name="__module.model.layers.3.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13073,7 +12680,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="934">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -13081,7 +12688,7 @@
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 			</output>
 		</layer>
-		<layer id="895" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="844" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -13089,7 +12696,7 @@
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 			</output>
 		</layer>
-		<layer id="896" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="845" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13102,7 +12709,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="935,k.7">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -13110,7 +12717,7 @@
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 			</output>
 		</layer>
-		<layer id="897" name="__module.model.layers.3.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="846" name="__module.model.layers.3.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13127,7 +12734,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="945">
+				<port id="2" precision="FP32" names="982">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -13135,23 +12742,7 @@
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 			</output>
 		</layer>
-		<layer id="898" name="Constant_223230" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="899" name="Constant_223229" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="900" name="__module.model.layers.3.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="847" name="__module.model.layers.3.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13167,13 +12758,13 @@
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 			</output>
 		</layer>
-		<layer id="901" name="__module.model.layers.3.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="848" name="__module.model.layers.3.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="902" name="__module.model.layers.3.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="849" name="__module.model.layers.3.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -13183,10 +12774,10 @@
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 			</input>
 			<output>
-				<port id="3" precision="I64" names="946,951" />
+				<port id="3" precision="I64" names="983,988" />
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 		</layer>
-		<layer id="903" name="__module.model.layers.3.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="850" name="__module.model.layers.3.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -13196,23 +12787,23 @@
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 			</output>
 		</layer>
-		<layer id="904" name="__module.model.layers.3.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="851" name="__module.model.layers.3.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="985,986,990,991" />
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 		</layer>
-		<layer id="905" name="Constant_254088" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="852" name="Constant_161377" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="906" name="__module.model.layers.3.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="853" name="__module.model.layers.3.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -13226,53 +12817,31 @@
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 			</output>
 		</layer>
-		<layer id="907" name="Constant_223228" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="854" name="__module.model.layers.3.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="908" name="ScatterUpdate_223231" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
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-			<output>
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 			</output>
 		</layer>
-		<layer id="909" name="Constant_223234" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="855" name="__module.model.layers.3.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="910" name="Constant_223237" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="856" name="__module.model.layers.3.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="911" name="__module.model.layers.3.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="857" name="__module.model.layers.3.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13281,17 +12850,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="955,x2.15">
+				<port id="5" precision="FP32" names="992,x2.15">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -13299,8 +12871,8 @@
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 			</output>
 		</layer>
-		<layer id="912" name="Constant_246067" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="858" name="Constant_208041" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -13310,7 +12882,7 @@
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 			</output>
 		</layer>
-		<layer id="913" name="__module.model.layers.3.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="859" name="__module.model.layers.3.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13327,7 +12899,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="956">
+				<port id="2" precision="FP32" names="993">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -13335,24 +12907,31 @@
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 			</output>
 		</layer>
-		<layer id="914" name="Constant_223282" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="860" name="__module.model.layers.3.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="915" name="Constant_223287" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="861" name="__module.model.layers.3.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 				</port>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="862" name="__module.model.layers.3.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="863" name="__module.model.layers.3.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -13361,17 +12940,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				</port>
 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="987">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -13379,7 +12961,7 @@
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 			</output>
 		</layer>
-		<layer id="917" name="__module.model.layers.3.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="864" name="__module.model.layers.3.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -13396,7 +12978,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="958">
+				<port id="2" precision="FP32" names="995">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -13404,7 +12986,7 @@
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 			</output>
 		</layer>
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+		<layer id="865" name="__module.model.layers.3.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
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@@ -13546,21 +13097,21 @@
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+		<layer id="872" name="__module.model.layers.3.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
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@@ -13572,34 +13123,34 @@
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 		</layer>
-		<layer id="932" name="Gather_215959" type="Gather" version="opset8">
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@@ -13616,7 +13167,7 @@
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 		</layer>
-		<layer id="933" name="__module.model.layers.3.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="877" name="__module.model.layers.3.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
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@@ -13633,12 +13184,12 @@
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+		<layer id="878" name="__module.model.layers.3.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
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 			<input>
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@@ -13653,7 +13204,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
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@@ -13662,15 +13213,15 @@
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+		<layer id="879" name="Constant_215526" type="Const" version="opset1">
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+		<layer id="880" name="__module.model.layers.3.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -13685,7 +13236,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -13693,13 +13244,13 @@
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-		<layer id="937" name="Constant_292599" type="Const" version="opset1">
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 				<port id="0" precision="FP32" />
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-		<layer id="938" name="Constant_292592" type="Const" version="opset1">
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@@ -13707,7 +13258,7 @@
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-		<layer id="939" name="Constant_292594" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
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@@ -13715,7 +13266,7 @@
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-		<layer id="940" name="Constant_292596" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
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@@ -13723,7 +13274,7 @@
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-		<layer id="941" name="Concat_292597" type="Concat" version="opset1">
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 			<input>
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@@ -13745,7 +13296,7 @@
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-		<layer id="942" name="Broadcast_292600" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
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@@ -13762,7 +13313,7 @@
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-		<layer id="943" name="ReadValue_287245" type="ReadValue" version="opset6">
+		<layer id="887" name="ReadValue_228352" type="ReadValue" version="opset6">
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@@ -13781,13 +13332,13 @@
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-		<layer id="944" name="Constant_281779" type="Const" version="opset1">
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-		<layer id="945" name="Gather_281780" type="Gather" version="opset8">
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 			<input>
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@@ -13810,94 +13361,134 @@
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+					<dim>32</dim>
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 		</layer>
-		<layer id="947" name="Convert_298957" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			<output>
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 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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-			<data element_type="u8" shape="1024, 1" offset="634922152" size="1024" />
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 					<dim>1024</dim>
+					<dim>32</dim>
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-		<layer id="949" name="Convert_298960" type="Convert" version="opset1">
+		<layer id="893" name="Convert_256739" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="950" name="self.model.layers.3.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+			</output>
+		</layer>
+		<layer id="897" name="Constant_256744" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="898" name="Reshape_256745" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
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@@ -13905,8 +13496,11 @@
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+		<layer id="899" name="__module.model.layers.3.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -13920,7 +13514,7 @@
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@@ -13934,22 +13528,22 @@
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 			<output>
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 					<dim>-1</dim>
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-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="901" name="Constant_215527" type="Const" version="opset1">
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@@ -13962,7 +13556,7 @@
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+				<port id="2" precision="FP32" names="937">
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@@ -13970,7 +13564,7 @@
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-		<layer id="957" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="903" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -13978,7 +13572,7 @@
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 		</layer>
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+		<layer id="904" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -13991,7 +13585,7 @@
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+				<port id="2" precision="FP32" names="938">
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@@ -13999,7 +13593,7 @@
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+		<layer id="905" name="__module.model.layers.3.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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@@ -14024,7 +13618,7 @@
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+		<layer id="906" name="__module.model.layers.3.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
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@@ -14035,7 +13629,7 @@
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 			<output>
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@@ -14044,7 +13638,7 @@
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@@ -14060,21 +13654,21 @@
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-		<layer id="962" name="Constant_255475" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="908" name="Constant_215787" type="Const" version="opset1">
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+		<layer id="909" name="__module.model.layers.3.self_attn/aten::size/Constant_11" type="Const" version="opset1">
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+		<layer id="910" name="__module.model.layers.3.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
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@@ -14086,34 +13680,34 @@
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 			<output>
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+				<port id="3" precision="I64" names="1019">
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-		<layer id="965" name="Constant_205877" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="911" name="Constant_193585" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
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-		<layer id="966" name="Constant_215967" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="912" name="Constant_199163" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="967" name="Constant_215968" type="Const" version="opset1">
+		<layer id="913" name="Constant_199164" type="Const" version="opset1">
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 		</layer>
-		<layer id="968" name="Gather_215969" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -14130,7 +13724,7 @@
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 			</output>
 		</layer>
-		<layer id="969" name="__module.model.layers.3.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="915" name="__module.model.layers.3.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -14147,12 +13741,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="1028">
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 		</layer>
-		<layer id="970" name="__module.model.layers.3.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="916" name="__module.model.layers.3.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -14167,7 +13761,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1029,hidden_states.105">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -14176,15 +13770,15 @@
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-		<layer id="971" name="Constant_255130" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="917" name="Constant_215528" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
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 				<port id="0" precision="I64">
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-		<layer id="972" name="__module.model.layers.3.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="918" name="__module.model.layers.3.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -14199,7 +13793,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1033">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -14207,7 +13801,7 @@
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-		<layer id="973" name="__module.model.layers.3.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="919" name="__module.model.layers.3.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -14236,7 +13830,7 @@
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 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="1039,attn_output.13">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -14244,7 +13838,7 @@
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 		</layer>
-		<layer id="974" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="920" name="__module.model.layers.3.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -14252,7 +13846,7 @@
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 		</layer>
-		<layer id="975" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="921" name="__module.model.layers.3.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -14265,7 +13859,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="998">
+				<port id="2" precision="FP32" names="1040">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -14273,16 +13867,70 @@
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 			</output>
 		</layer>
-		<layer id="976" name="Constant_255131" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="922" name="__module.model.layers.3.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="923" name="Constant_199143" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="924" name="Constant_199144" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="925" name="Gather_199145" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="977" name="__module.model.layers.3.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="926" name="__module.model.layers.3.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="1042">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="927" name="__module.model.layers.3.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -14295,15 +13943,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1001">
+				<port id="2" precision="FP32" names="1043">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="634925224" size="8388608" />
+		<layer id="928" name="self.model.layers.3.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="484309296" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -14312,7 +13960,7 @@
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 			</output>
 		</layer>
-		<layer id="979" name="Convert_298989" type="Convert" version="opset1">
+		<layer id="929" name="Convert_256107" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -14329,8 +13977,8 @@
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 			</output>
 		</layer>
-		<layer id="980" name="self.model.layers.3.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="643313832" size="65536" />
+		<layer id="930" name="self.model.layers.3.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="492697904" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -14339,7 +13987,7 @@
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 			</output>
 		</layer>
-		<layer id="981" name="Convert_298991" type="Convert" version="opset1">
+		<layer id="931" name="Convert_256109" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -14356,7 +14004,7 @@
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 			</output>
 		</layer>
-		<layer id="982" name="self.model.layers.3.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="932" name="self.model.layers.3.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -14378,8 +14026,8 @@
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-		<layer id="983" name="self.model.layers.3.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="643379368" size="262144" />
+		<layer id="933" name="self.model.layers.3.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="492763440" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -14388,7 +14036,7 @@
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 		</layer>
-		<layer id="984" name="self.model.layers.3.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -14410,7 +14058,7 @@
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 			</output>
 		</layer>
-		<layer id="985" name="Constant_298996" type="Const" version="opset1">
+		<layer id="935" name="Constant_256114" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -14418,7 +14066,7 @@
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 			</output>
 		</layer>
-		<layer id="986" name="Reshape_298997" type="Reshape" version="opset1">
+		<layer id="936" name="Reshape_256115" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -14437,8 +14085,11 @@
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 			</output>
 		</layer>
-		<layer id="987" name="self.model.layers.3.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="937" name="__module.model.layers.3.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -14452,13 +14103,13 @@
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 			</output>
 		</layer>
-		<layer id="988" name="__module.model.layers.3.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="938" name="__module.model.layers.3.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -14466,14 +14117,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1003,1005,hidden_states.109">
+				<port id="2" precision="FP32" names="1045,1047,hidden_states.107">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="989" name="__module.model.layers.3/aten::add/Add" type="Add" version="opset1">
+		<layer id="939" name="__module.model.layers.3/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -14488,15 +14139,15 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1050,1052,1063,hidden_states.109,hidden_states.111">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="643641512" size="16384" />
+		<layer id="940" name="Constant_208045" type="Const" version="opset1">
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@@ -14505,7 +14156,7 @@
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@@ -14515,7 +14166,7 @@
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-		<layer id="992" name="Constant_246068" type="Const" version="opset1">
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@@ -14525,7 +14176,7 @@
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@@ -14540,22 +14191,22 @@
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+		<layer id="945" name="__module.model.layers.3.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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@@ -14568,14 +14219,14 @@
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-		<layer id="996" name="Constant_246069" type="Const" version="opset1">
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@@ -14585,7 +14236,7 @@
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+		<layer id="947" name="__module.model.layers.3.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -14600,14 +14251,14 @@
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+		<layer id="948" name="__module.model.layers.3.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -14623,7 +14274,7 @@
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+		<layer id="949" name="__module.model.layers.3.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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@@ -14638,14 +14289,14 @@
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+		<layer id="950" name="__module.model.layers.3.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -14660,14 +14311,14 @@
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-		<layer id="1001" name="__module.model.layers.3.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="951" name="__module.model.layers.3.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -14682,15 +14333,15 @@
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+		<layer id="952" name="self.model.layers.3.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -14699,7 +14350,7 @@
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 		</layer>
-		<layer id="1003" name="Convert_299011" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -14716,8 +14367,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="673018024" size="229376" />
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@@ -14726,7 +14377,7 @@
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 		</layer>
-		<layer id="1005" name="Convert_299013" type="Convert" version="opset1">
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 			<data destination_type="f16" />
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@@ -14743,7 +14394,7 @@
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@@ -14765,8 +14416,8 @@
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 				<port id="0" precision="FP16">
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@@ -14775,7 +14426,7 @@
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 		</layer>
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@@ -14797,15 +14448,15 @@
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-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="959" name="Constant_255184" type="Const" version="opset1">
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 			<input>
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@@ -14824,8 +14475,11 @@
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 		</layer>
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+		<layer id="961" name="__module.model.layers.3.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -14839,7 +14493,7 @@
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 		</layer>
-		<layer id="1012" name="__module.model.layers.3.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -14853,14 +14507,14 @@
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 			<output>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -14869,101 +14523,141 @@
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 			<output>
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 					<dim>14336</dim>
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 		</layer>
-		<layer id="1015" name="Convert_299001" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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 			<output>
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 					<dim>14336</dim>
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-			<data element_type="u8" shape="14336, 1" offset="732885160" size="14336" />
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-		<layer id="1017" name="Convert_299004" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
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 		</layer>
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 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>14336</dim>
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 			<output>
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 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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 				<port id="1" precision="FP16">
 					<dim>14336</dim>
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+					<dim>128</dim>
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+		<layer id="971" name="Constant_255174" type="Const" version="opset1">
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 			<output>
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@@ -14971,8 +14665,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -14986,7 +14683,7 @@
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@@ -15022,15 +14719,15 @@
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@@ -15164,8 +14861,11 @@
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@@ -15426,7 +15126,7 @@
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 			<data destination_type="f32" />
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@@ -15645,281 +15348,7 @@
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-		<layer id="1084" name="__module.model.layers.4.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1015" name="__module.model.layers.4.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -15936,7 +15365,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
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@@ -15944,23 +15373,7 @@
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 			<data output_type="i64" />
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@@ -15976,13 +15389,13 @@
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@@ -15992,10 +15405,10 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -16005,23 +15418,23 @@
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 		</layer>
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 				<port id="0" precision="I64" />
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 			<output>
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+		<layer id="1021" name="Constant_161391" type="Const" version="opset1">
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 		</layer>
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 			<data special_zero="false" />
 			<input>
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@@ -16035,53 +15448,31 @@
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 		</layer>
-		<layer id="1094" name="Constant_223403" type="Const" version="opset1">
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+		<layer id="1023" name="__module.model.layers.4.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
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+		<layer id="1024" name="__module.model.layers.4.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1025" name="__module.model.layers.4.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1026" name="__module.model.layers.4.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16090,17 +15481,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			<output>
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+				<port id="5" precision="FP32" names="1156,x2.17">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -16108,8 +15502,8 @@
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+		<layer id="1027" name="Constant_208050" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -16119,7 +15513,7 @@
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 			</output>
 		</layer>
-		<layer id="1100" name="__module.model.layers.4.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1028" name="__module.model.layers.4.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -16136,7 +15530,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1157">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -16144,24 +15538,31 @@
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 		</layer>
-		<layer id="1101" name="Constant_223457" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="1029" name="__module.model.layers.4.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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-		<layer id="1102" name="Constant_223462" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1030" name="__module.model.layers.4.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1031" name="__module.model.layers.4.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1103" name="__module.model.layers.4.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1032" name="__module.model.layers.4.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16170,17 +15571,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1104">
+				<port id="5" precision="FP32" names="1151">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -16188,7 +15592,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1104" name="__module.model.layers.4.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1033" name="__module.model.layers.4.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16205,7 +15609,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1112">
+				<port id="2" precision="FP32" names="1159">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -16213,101 +15617,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1105" name="self.model.layers.4.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
-			<output>
-				<port id="0" precision="FP32" names="self.model.layers.4.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1106" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1107" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1108" name="__module.model.layers.4.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="FP32" names="1088,1089,1092,sin.17">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1109" name="Constant_29228" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="1110" name="__module.model.layers.4.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-				</port>
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="FP32" names="1097">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1111" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="1098,sin.19">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1112" name="__module.model.layers.4.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1034" name="__module.model.layers.4.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16324,7 +15634,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1113">
+				<port id="2" precision="FP32" names="1160">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -16332,7 +15642,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1113" name="__module.model.layers.4.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1035" name="__module.model.layers.4.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16349,7 +15659,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1114">
+				<port id="2" precision="FP32" names="1161">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -16357,8 +15667,125 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1114" name="self.model.layers.4.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="772167848" size="2097152" />
+		<layer id="1036" name="Constant_231553" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="1037" name="Constant_231546" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1038" name="Constant_231548" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1039" name="Constant_231550" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1040" name="Concat_231551" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1041" name="Broadcast_231554" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1042" name="ReadValue_228362" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.4.keypresent.4.key" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="past_key_values.4.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1043" name="Constant_225068" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1044" name="Gather_225069" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1045" name="self.model.layers.4.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="593295664" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -16367,7 +15794,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1115" name="Convert_299044" type="Convert" version="opset1">
+		<layer id="1046" name="Convert_256767" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -16384,8 +15811,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1116" name="self.model.layers.4.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="774265000" size="16384" />
+		<layer id="1047" name="self.model.layers.4.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="595392816" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -16394,7 +15821,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1117" name="Convert_299046" type="Convert" version="opset1">
+		<layer id="1048" name="Convert_256769" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -16411,7 +15838,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1118" name="self.model.layers.4.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1049" name="self.model.layers.4.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -16433,8 +15860,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1119" name="self.model.layers.4.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="774281384" size="65536" />
+		<layer id="1050" name="self.model.layers.4.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="595409200" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -16443,7 +15870,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1120" name="self.model.layers.4.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1051" name="self.model.layers.4.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -16465,15 +15892,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1121" name="Constant_299051" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="1052" name="Constant_256774" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1122" name="Reshape_299052" type="Reshape" version="opset1">
+		<layer id="1053" name="Reshape_256775" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -16492,8 +15919,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1123" name="self.model.layers.4.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1054" name="__module.model.layers.4.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -16507,7 +15937,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1124" name="__module.model.layers.4.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1055" name="__module.model.layers.4.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16521,22 +15951,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1065,key_states.21">
+				<port id="2" precision="FP32" names="1107,key_states.21">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1125" name="Constant_255133" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="1056" name="Constant_215530" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1126" name="__module.model.layers.4.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1057" name="__module.model.layers.4.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16549,7 +15979,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1072">
+				<port id="2" precision="FP32" names="1114">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -16557,7 +15987,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1127" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="1058" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -16565,7 +15995,7 @@
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 			</output>
 		</layer>
-		<layer id="1128" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1059" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16578,7 +16008,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1073,key_states.23">
+				<port id="2" precision="FP32" names="1115,k.9">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -16586,7 +16016,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1129" name="__module.model.layers.4.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1060" name="__module.model.layers.4.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16603,7 +16033,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1115">
+				<port id="2" precision="FP32" names="1162">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -16611,23 +16041,7 @@
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 			</output>
 		</layer>
-		<layer id="1130" name="Constant_223506" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-			</output>
-		</layer>
-		<layer id="1131" name="Constant_223505" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		</layer>
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+		<layer id="1061" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16643,13 +16057,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1133" name="__module.model.layers.4.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="1062" name="__module.model.layers.4.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
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 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1134" name="__module.model.layers.4.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="1063" name="__module.model.layers.4.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -16659,10 +16073,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1116,1121" />
+				<port id="3" precision="I64" names="1163,1168" />
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 		</layer>
-		<layer id="1135" name="__module.model.layers.4.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="1064" name="__module.model.layers.4.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -16672,23 +16086,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1136" name="__module.model.layers.4.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1065" name="__module.model.layers.4.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1118,1119,1123,1124" />
+				<port id="1" precision="I64" names="1165,1166,1170,1171" />
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 		</layer>
-		<layer id="1137" name="Constant_254100" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1066" name="Constant_161392" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1138" name="__module.model.layers.4.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="1067" name="__module.model.layers.4.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -16702,53 +16116,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1139" name="Constant_223504" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1068" name="__module.model.layers.4.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="1140" name="ScatterUpdate_223507" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
 					<dim>1</dim>
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-			<output>
-				<port id="4" precision="I64">
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 			</output>
 		</layer>
-		<layer id="1141" name="Constant_223510" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="1069" name="__module.model.layers.4.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1142" name="Constant_223513" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1070" name="__module.model.layers.4.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1143" name="__module.model.layers.4.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1071" name="__module.model.layers.4.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16757,17 +16149,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1125,x2.19">
+				<port id="5" precision="FP32" names="1172,x2.19">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -16775,8 +16170,8 @@
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 			</output>
 		</layer>
-		<layer id="1144" name="Constant_246077" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="1072" name="Constant_208051" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -16786,7 +16181,7 @@
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 			</output>
 		</layer>
-		<layer id="1145" name="__module.model.layers.4.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1073" name="__module.model.layers.4.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16803,7 +16198,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1126">
+				<port id="2" precision="FP32" names="1173">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -16811,24 +16206,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1146" name="Constant_223558" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="1074" name="__module.model.layers.4.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1075" name="__module.model.layers.4.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1147" name="Constant_223563" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1076" name="__module.model.layers.4.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1148" name="__module.model.layers.4.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1077" name="__module.model.layers.4.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16837,17 +16239,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1120">
+				<port id="5" precision="FP32" names="1167">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -16855,7 +16260,7 @@
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 			</output>
 		</layer>
-		<layer id="1149" name="__module.model.layers.4.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1078" name="__module.model.layers.4.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16872,7 +16277,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1128">
+				<port id="2" precision="FP32" names="1175">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -16880,7 +16285,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1150" name="__module.model.layers.4.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1079" name="__module.model.layers.4.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16897,7 +16302,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1129">
+				<port id="2" precision="FP32" names="1176">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -16905,7 +16310,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1151" name="__module.model.layers.4.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1080" name="__module.model.layers.4.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16922,7 +16327,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1130">
+				<port id="2" precision="FP32" names="1177">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -16930,7 +16335,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1152" name="__module.model.layers.4.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1081" name="__module.model.layers.4.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -16955,7 +16360,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1153" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="1082" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -16966,7 +16371,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1142,1143,1144">
+				<port id="2" precision="FP32" names="1189,1190,1191">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -16975,38 +16380,7 @@
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 			</output>
 		</layer>
-		<layer id="1154" name="Constant_254665" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="1155" name="Constant_254666" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="1156" name="Gather_254667" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
-					<dim>1</dim>
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-				<port id="2" precision="I64" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="1135">
-					<dim>1</dim>
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-		</layer>
-		<layer id="1157" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="1083" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17022,21 +16396,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1158" name="Constant_255481" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1084" name="Constant_215790" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1159" name="__module.model.layers.4.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="1085" name="__module.model.layers.4.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1160" name="__module.model.layers.4.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="1086" name="__module.model.layers.4.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17048,34 +16422,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1136">
+				<port id="3" precision="I64" names="1183">
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 				</port>
 			</output>
 		</layer>
-		<layer id="1161" name="Constant_205895" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="1087" name="Constant_193603" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1162" name="Constant_215992" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="1088" name="Constant_199188" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1163" name="Constant_215993" type="Const" version="opset1">
+		<layer id="1089" name="Constant_199189" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1164" name="Gather_215994" type="Gather" version="opset8">
+		<layer id="1090" name="Gather_199190" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17092,7 +16466,7 @@
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 			</output>
 		</layer>
-		<layer id="1165" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="1091" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17109,12 +16483,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="1145">
+				<port id="4" precision="I64" names="1192">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1166" name="__module.model.layers.4.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1092" name="__module.model.layers.4.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17129,7 +16503,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1146,hidden_states.133">
+				<port id="2" precision="FP32" names="1193,hidden_states.131">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -17138,15 +16512,15 @@
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 			</output>
 		</layer>
-		<layer id="1167" name="Constant_255134" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="1093" name="Constant_215531" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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+		<layer id="1094" name="__module.model.layers.4.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
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@@ -17161,7 +16535,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1197,key_states.23">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -17169,13 +16543,13 @@
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 		</layer>
-		<layer id="1169" name="Constant_292625" type="Const" version="opset1">
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 		</layer>
-		<layer id="1170" name="Constant_292618" type="Const" version="opset1">
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@@ -17183,7 +16557,7 @@
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 			</output>
 		</layer>
-		<layer id="1171" name="Constant_292620" type="Const" version="opset1">
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 			<output>
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@@ -17191,7 +16565,7 @@
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 		</layer>
-		<layer id="1172" name="Constant_292622" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
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@@ -17199,7 +16573,7 @@
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 			</output>
 		</layer>
-		<layer id="1173" name="Concat_292623" type="Concat" version="opset1">
+		<layer id="1099" name="Concat_231538" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17221,7 +16595,7 @@
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 		</layer>
-		<layer id="1174" name="Broadcast_292626" type="Broadcast" version="opset3">
+		<layer id="1100" name="Broadcast_231541" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -17238,7 +16612,7 @@
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 			</output>
 		</layer>
-		<layer id="1175" name="ReadValue_287257" type="ReadValue" version="opset6">
+		<layer id="1101" name="ReadValue_228364" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.4.valuepresent.4.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17257,13 +16631,13 @@
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 			</output>
 		</layer>
-		<layer id="1176" name="Constant_281785" type="Const" version="opset1">
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 		</layer>
-		<layer id="1177" name="Gather_281786" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
@@ -17286,94 +16660,134 @@
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-			<data element_type="u8" shape="1024, 4096" offset="774346920" size="4194304" />
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+			<data element_type="u4" shape="1024, 32, 128" offset="595474736" size="2097152" />
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 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
-		<layer id="1179" name="Convert_299034" type="Convert" version="opset1">
+		<layer id="1105" name="Convert_256757" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
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+					<dim>128</dim>
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-			<data element_type="u8" shape="1024, 1" offset="778541224" size="1024" />
+		<layer id="1106" name="self.model.layers.4.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="597571888" size="16384" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1181" name="Convert_299037" type="Convert" version="opset1">
+		<layer id="1107" name="Convert_256759" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1182" name="self.model.layers.4.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1108" name="self.model.layers.4.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1183" name="self.model.layers.4.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="778542248" size="2048" />
+		<layer id="1109" name="self.model.layers.4.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="597588272" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1184" name="self.model.layers.4.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1110" name="self.model.layers.4.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1111" name="Constant_256764" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1112" name="Reshape_256765" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -17381,8 +16795,11 @@
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 			</output>
 		</layer>
-		<layer id="1185" name="self.model.layers.4.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1113" name="__module.model.layers.4.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -17396,7 +16813,7 @@
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 			</output>
 		</layer>
-		<layer id="1186" name="__module.model.layers.4.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1114" name="__module.model.layers.4.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -17410,22 +16827,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
-		<layer id="1187" name="Constant_255135" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="1115" name="Constant_215532" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1188" name="__module.model.layers.4.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1116" name="__module.model.layers.4.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17438,7 +16855,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1117">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -17446,7 +16863,7 @@
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 		</layer>
-		<layer id="1189" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="1117" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -17454,7 +16871,7 @@
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 			</output>
 		</layer>
-		<layer id="1190" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1118" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17467,7 +16884,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1118">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -17475,7 +16892,7 @@
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 			</output>
 		</layer>
-		<layer id="1191" name="__module.model.layers.4.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1119" name="__module.model.layers.4.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17500,7 +16917,7 @@
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 		</layer>
-		<layer id="1192" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="1120" name="__module.model.layers.4.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17511,7 +16928,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1158,1159,1160">
+				<port id="2" precision="FP32" names="1205,1206,1207">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -17520,7 +16937,7 @@
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 			</output>
 		</layer>
-		<layer id="1193" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="1121" name="__module.model.layers.4.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17536,21 +16953,21 @@
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 			</output>
 		</layer>
-		<layer id="1194" name="Constant_255484" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1122" name="Constant_215793" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1195" name="__module.model.layers.4.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="1123" name="__module.model.layers.4.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
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 		</layer>
-		<layer id="1196" name="__module.model.layers.4.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="1124" name="__module.model.layers.4.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17562,34 +16979,34 @@
 				<port id="2" precision="I32" />
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 			<output>
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+				<port id="3" precision="I64" names="1199">
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-		<layer id="1197" name="Constant_205913" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="1125" name="Constant_193621" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="1198" name="Constant_216002" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="1126" name="Constant_199198" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1199" name="Constant_216003" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="12" size="8" />
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="1200" name="Gather_216004" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17606,7 +17023,7 @@
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 		</layer>
-		<layer id="1201" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="1129" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -17623,12 +17040,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="1208">
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 		</layer>
-		<layer id="1202" name="__module.model.layers.4.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="1130" name="__module.model.layers.4.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17643,7 +17060,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -17652,15 +17069,15 @@
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-		<layer id="1203" name="Constant_255136" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="1131" name="Constant_215533" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1204" name="__module.model.layers.4.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17675,7 +17092,7 @@
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+				<port id="2" precision="FP32" names="1213">
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@@ -17683,7 +17100,7 @@
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-		<layer id="1205" name="__module.model.layers.4.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1133" name="__module.model.layers.4.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
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@@ -17712,7 +17129,7 @@
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 			<output>
-				<port id="4" precision="FP32" names="1167,attn_output.17">
+				<port id="4" precision="FP32" names="1219,attn_output.17">
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 					<dim>32</dim>
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@@ -17720,7 +17137,7 @@
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 		</layer>
-		<layer id="1206" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1134" name="__module.model.layers.4.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
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@@ -17728,7 +17145,7 @@
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 		</layer>
-		<layer id="1207" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1135" name="__module.model.layers.4.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17741,7 +17158,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1220">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -17749,16 +17166,70 @@
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-		<layer id="1208" name="Constant_255137" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="1136" name="__module.model.layers.4.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1137" name="Constant_199178" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1138" name="Constant_199179" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="1139" name="Gather_199180" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1209" name="__module.model.layers.4.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="1140" name="__module.model.layers.4.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="1222">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1141" name="__module.model.layers.4.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -17771,15 +17242,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1171">
+				<port id="2" precision="FP32" names="1223">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
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 		</layer>
-		<layer id="1210" name="self.model.layers.4.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="778544296" size="8388608" />
+		<layer id="1142" name="self.model.layers.4.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="597653808" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -17788,7 +17259,7 @@
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 			</output>
 		</layer>
-		<layer id="1211" name="Convert_299066" type="Convert" version="opset1">
+		<layer id="1143" name="Convert_256127" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -17805,8 +17276,8 @@
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 			</output>
 		</layer>
-		<layer id="1212" name="self.model.layers.4.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="786932904" size="65536" />
+		<layer id="1144" name="self.model.layers.4.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="606042416" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -17815,7 +17286,7 @@
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 			</output>
 		</layer>
-		<layer id="1213" name="Convert_299068" type="Convert" version="opset1">
+		<layer id="1145" name="Convert_256129" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -17832,7 +17303,7 @@
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 			</output>
 		</layer>
-		<layer id="1214" name="self.model.layers.4.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1146" name="self.model.layers.4.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17854,8 +17325,8 @@
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 			</output>
 		</layer>
-		<layer id="1215" name="self.model.layers.4.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="786998440" size="262144" />
+		<layer id="1147" name="self.model.layers.4.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="606107952" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -17864,7 +17335,7 @@
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 			</output>
 		</layer>
-		<layer id="1216" name="self.model.layers.4.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1148" name="self.model.layers.4.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17886,7 +17357,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1217" name="Constant_299073" type="Const" version="opset1">
+		<layer id="1149" name="Constant_256134" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -17894,7 +17365,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1218" name="Reshape_299074" type="Reshape" version="opset1">
+		<layer id="1150" name="Reshape_256135" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -17913,8 +17384,11 @@
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 			</output>
 		</layer>
-		<layer id="1219" name="self.model.layers.4.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1151" name="__module.model.layers.4.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -17928,13 +17402,13 @@
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 			</output>
 		</layer>
-		<layer id="1220" name="__module.model.layers.4.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1152" name="__module.model.layers.4.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -17942,14 +17416,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1173,1175,hidden_states.139">
+				<port id="2" precision="FP32" names="1225,1227,hidden_states.137">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="1221" name="__module.model.layers.4/aten::add/Add" type="Add" version="opset1">
+		<layer id="1153" name="__module.model.layers.4/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -17964,15 +17438,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1178,1180,1191,hidden_states.141,hidden_states.143">
+				<port id="2" precision="FP32" names="1230,1232,1243,hidden_states.139,hidden_states.141">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="787260584" size="16384" />
+		<layer id="1154" name="Constant_208055" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="606370096" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
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@@ -17981,7 +17455,7 @@
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 			</output>
 		</layer>
-		<layer id="1223" name="Constant_246080" type="Const" version="opset1">
+		<layer id="1155" name="Constant_208054" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -17991,7 +17465,7 @@
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 			</output>
 		</layer>
-		<layer id="1224" name="Constant_246078" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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@@ -18001,7 +17475,7 @@
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 			</output>
 		</layer>
-		<layer id="1225" name="__module.model.layers.4.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1157" name="__module.model.layers.4.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18016,22 +17490,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1181">
+				<port id="2" precision="FP32" names="1233">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="1226" name="Constant_3625" type="Const" version="opset1">
+		<layer id="1158" name="Constant_4019" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="1182">
+				<port id="0" precision="I64" names="1234">
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 		</layer>
-		<layer id="1227" name="__module.model.layers.4.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1159" name="__module.model.layers.4.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18044,14 +17518,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1183,variance.19">
+				<port id="2" precision="FP32" names="1235,variance.19">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1228" name="Constant_246079" type="Const" version="opset1">
+		<layer id="1160" name="Constant_208053" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -18061,7 +17535,7 @@
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 			</output>
 		</layer>
-		<layer id="1229" name="__module.model.layers.4.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="1161" name="__module.model.layers.4.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18076,14 +17550,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1184">
+				<port id="2" precision="FP32" names="1236">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1230" name="__module.model.layers.4.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1162" name="__module.model.layers.4.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -18099,7 +17573,7 @@
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 			</output>
 		</layer>
-		<layer id="1231" name="__module.model.layers.4.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1163" name="__module.model.layers.4.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18114,14 +17588,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1185">
+				<port id="2" precision="FP32" names="1237">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1232" name="__module.model.layers.4.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1164" name="__module.model.layers.4.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18136,14 +17610,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1186,1187,hidden_states.145,hidden_states.147">
+				<port id="2" precision="FP32" names="1238,1239,hidden_states.143,hidden_states.145">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="1233" name="__module.model.layers.4.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1165" name="__module.model.layers.4.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -18158,15 +17632,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="1188,1190">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="1234" name="self.model.layers.4.mlp.gate_proj.weight" type="Const" version="opset1">
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+		<layer id="1166" name="self.model.layers.4.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="606386480" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
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@@ -18175,7 +17649,7 @@
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 		</layer>
-		<layer id="1235" name="Convert_299088" type="Convert" version="opset1">
+		<layer id="1167" name="Convert_255207" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -18192,8 +17666,8 @@
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-		<layer id="1236" name="self.model.layers.4.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="816637096" size="229376" />
+		<layer id="1168" name="self.model.layers.4.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="635746608" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -18202,7 +17676,7 @@
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-		<layer id="1237" name="Convert_299090" type="Convert" version="opset1">
+		<layer id="1169" name="Convert_255209" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -18219,7 +17693,7 @@
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 		</layer>
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+		<layer id="1170" name="self.model.layers.4.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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@@ -18241,8 +17715,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="816866472" size="917504" />
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@@ -18251,7 +17725,7 @@
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@@ -18273,15 +17747,15 @@
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-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="1173" name="Constant_255214" type="Const" version="opset1">
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-		<layer id="1242" name="Reshape_299096" type="Reshape" version="opset1">
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@@ -18300,8 +17774,11 @@
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 		</layer>
-		<layer id="1243" name="self.model.layers.4.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1175" name="__module.model.layers.4.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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@@ -18315,7 +17792,7 @@
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 		</layer>
-		<layer id="1244" name="__module.model.layers.4.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -18329,14 +17806,14 @@
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@@ -18345,15 +17822,15 @@
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-			<data element_type="u4" shape="14336, 32, 128" offset="817783976" size="29360128" />
+		<layer id="1178" name="self.model.layers.4.mlp.up_proj.weight" type="Const" version="opset1">
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@@ -18362,7 +17839,7 @@
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-		<layer id="1247" name="Convert_299077" type="Convert" version="opset1">
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 			<input>
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@@ -18379,8 +17856,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="847144104" size="229376" />
+		<layer id="1180" name="self.model.layers.4.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="666253616" size="229376" />
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@@ -18389,7 +17866,7 @@
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-		<layer id="1249" name="Convert_299079" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -18406,7 +17883,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -18428,8 +17905,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="847373480" size="917504" />
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 				<port id="0" precision="FP16">
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@@ -18438,7 +17915,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -18460,15 +17937,15 @@
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-		<layer id="1253" name="Constant_299084" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="1185" name="Constant_255204" type="Const" version="opset1">
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-		<layer id="1254" name="Reshape_299085" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -18487,8 +17964,11 @@
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 		</layer>
-		<layer id="1255" name="self.model.layers.4.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1187" name="__module.model.layers.4.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -18502,7 +17982,7 @@
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-		<layer id="1256" name="__module.model.layers.4.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -18516,14 +17996,14 @@
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-		<layer id="1257" name="__module.model.layers.4.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1189" name="__module.model.layers.4.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
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@@ -18538,15 +18018,15 @@
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 					<dim>14336</dim>
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-			<data element_type="u4" shape="4096, 112, 128" offset="848290984" size="29360128" />
+		<layer id="1190" name="self.model.layers.4.mlp.down_proj.weight" type="Const" version="opset1">
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@@ -18555,7 +18035,7 @@
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 		</layer>
-		<layer id="1259" name="Convert_299099" type="Convert" version="opset1">
+		<layer id="1191" name="Convert_255217" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -18572,8 +18052,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="877651112" size="229376" />
+		<layer id="1192" name="self.model.layers.4.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="696760624" size="229376" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -18582,7 +18062,7 @@
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 		</layer>
-		<layer id="1261" name="Convert_299101" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -18599,7 +18079,7 @@
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-		<layer id="1262" name="self.model.layers.4.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -18621,8 +18101,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="877880488" size="917504" />
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 				<port id="0" precision="FP16">
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@@ -18631,7 +18111,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -18653,15 +18133,15 @@
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-			<data element_type="i32" shape="2" offset="316431520" size="8" />
+		<layer id="1197" name="Constant_255224" type="Const" version="opset1">
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-		<layer id="1266" name="Reshape_299107" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -18680,8 +18160,11 @@
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-		<layer id="1267" name="self.model.layers.4.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1199" name="__module.model.layers.4.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 				<port id="0" precision="FP16">
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@@ -18695,7 +18178,7 @@
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@@ -18731,15 +18214,15 @@
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@@ -18748,7 +18231,7 @@
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 			<data destination_type="f32" />
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-					<dim>-1</dim>
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-		</layer>
-		<layer id="1316" name="__module.model.layers.5.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1229" name="__module.model.layers.5.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19412,7 +18664,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1326">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19420,23 +18672,7 @@
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 		</layer>
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+		<layer id="1230" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19452,13 +18688,13 @@
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 			</output>
 		</layer>
-		<layer id="1320" name="__module.model.layers.5.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="1231" name="__module.model.layers.5.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
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 			</output>
 		</layer>
-		<layer id="1321" name="__module.model.layers.5.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="1232" name="__module.model.layers.5.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -19468,10 +18704,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1270,1275" />
+				<port id="3" precision="I64" names="1327,1332" />
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 		</layer>
-		<layer id="1322" name="__module.model.layers.5.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="1233" name="__module.model.layers.5.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -19481,23 +18717,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1323" name="__module.model.layers.5.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="1234" name="__module.model.layers.5.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1272,1273,1277,1278" />
+				<port id="1" precision="I64" names="1329,1330,1334,1335" />
 			</output>
 		</layer>
-		<layer id="1324" name="Constant_254110" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1235" name="Constant_161406" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1325" name="__module.model.layers.5.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="1236" name="__module.model.layers.5.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -19511,53 +18747,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1326" name="Constant_223679" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1237" name="__module.model.layers.5.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="1327" name="ScatterUpdate_223682" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="1328" name="Constant_223685" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="1238" name="__module.model.layers.5.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1329" name="Constant_223688" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1239" name="__module.model.layers.5.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1330" name="__module.model.layers.5.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1240" name="__module.model.layers.5.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19566,17 +18780,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1279,x2.21">
+				<port id="5" precision="FP32" names="1336,x2.21">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19584,8 +18801,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1331" name="Constant_246086" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="1241" name="Constant_208060" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -19595,7 +18812,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1332" name="__module.model.layers.5.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1242" name="__module.model.layers.5.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19612,7 +18829,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1280">
+				<port id="2" precision="FP32" names="1337">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19620,24 +18837,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1333" name="Constant_223733" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="1243" name="__module.model.layers.5.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1244" name="__module.model.layers.5.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1334" name="Constant_223738" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1245" name="__module.model.layers.5.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1335" name="__module.model.layers.5.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1246" name="__module.model.layers.5.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -19646,17 +18870,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1274">
+				<port id="5" precision="FP32" names="1331">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19664,7 +18891,7 @@
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 			</output>
 		</layer>
-		<layer id="1336" name="__module.model.layers.5.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1247" name="__module.model.layers.5.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19681,7 +18908,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1282">
+				<port id="2" precision="FP32" names="1339">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19689,101 +18916,7 @@
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 			</output>
 		</layer>
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-			<output>
-				<port id="0" precision="FP32" names="self.model.layers.5.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1338" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1339" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1340" name="__module.model.layers.5.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I64">
-					<dim>1</dim>
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-			</input>
-			<output>
-				<port id="4" precision="FP32" names="1258,1259,1262,sin.21">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1341" name="Constant_29234" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="1342" name="__module.model.layers.5.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
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-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
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-				<port id="2" precision="I32" />
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-			<output>
-				<port id="3" precision="FP32" names="1267">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1343" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="1268,sin.23">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1344" name="__module.model.layers.5.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1248" name="__module.model.layers.5.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19800,7 +18933,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1283">
+				<port id="2" precision="FP32" names="1340">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19808,7 +18941,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1345" name="__module.model.layers.5.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1249" name="__module.model.layers.5.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -19825,7 +18958,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1284">
+				<port id="2" precision="FP32" names="1341">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -19833,8 +18966,125 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1346" name="self.model.layers.5.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="895603880" size="2097152" />
+		<layer id="1250" name="Constant_231579" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="1251" name="Constant_231572" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1252" name="Constant_231574" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1253" name="Constant_231576" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1254" name="Concat_231577" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+				<port id="3" precision="I64">
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+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1255" name="Broadcast_231580" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
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+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1256" name="ReadValue_228366" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.5.keypresent.5.key" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+			<output>
+				<port id="1" precision="FP32" names="past_key_values.5.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1257" name="Constant_225074" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1258" name="Gather_225075" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+					<dim>-1</dim>
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+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1259" name="self.model.layers.5.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="706640176" size="2097152" />
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 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -19843,7 +19093,7 @@
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 			</output>
 		</layer>
-		<layer id="1347" name="Convert_299121" type="Convert" version="opset1">
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@@ -19860,8 +19110,8 @@
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-			<data element_type="u4" shape="1024, 32, 1" offset="897701032" size="16384" />
+		<layer id="1261" name="self.model.layers.5.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="708737328" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -19870,7 +19120,7 @@
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 			</output>
 		</layer>
-		<layer id="1349" name="Convert_299123" type="Convert" version="opset1">
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 			<data destination_type="f16" />
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@@ -19887,7 +19137,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -19909,8 +19159,8 @@
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-			<data element_type="f16" shape="1024, 32, 1" offset="897717416" size="65536" />
+		<layer id="1264" name="self.model.layers.5.self_attn.k_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -19919,7 +19169,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -19941,15 +19191,15 @@
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-		<layer id="1353" name="Constant_299128" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="1266" name="Constant_256794" type="Const" version="opset1">
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 		</layer>
-		<layer id="1354" name="Reshape_299129" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -19968,8 +19218,11 @@
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 			</output>
 		</layer>
-		<layer id="1355" name="self.model.layers.5.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1268" name="__module.model.layers.5.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -19983,7 +19236,7 @@
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 			</output>
 		</layer>
-		<layer id="1356" name="__module.model.layers.5.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1269" name="__module.model.layers.5.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -19997,22 +19250,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
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-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="1270" name="Constant_215535" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
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+		<layer id="1271" name="__module.model.layers.5.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -20025,7 +19278,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1294">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -20033,7 +19286,7 @@
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 		</layer>
-		<layer id="1359" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="1272" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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@@ -20041,7 +19294,7 @@
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 			</output>
 		</layer>
-		<layer id="1360" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -20054,7 +19307,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -20062,7 +19315,7 @@
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 			</output>
 		</layer>
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+		<layer id="1274" name="__module.model.layers.5.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -20079,7 +19332,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
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@@ -20087,23 +19340,7 @@
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+		<layer id="1275" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20119,13 +19356,13 @@
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 			</output>
 		</layer>
-		<layer id="1365" name="__module.model.layers.5.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="1276" name="__module.model.layers.5.self_attn/aten::size/Constant_5" type="Const" version="opset1">
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 		</layer>
-		<layer id="1366" name="__module.model.layers.5.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="1277" name="__module.model.layers.5.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -20135,10 +19372,10 @@
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 			</input>
 			<output>
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+				<port id="3" precision="I64" names="1343,1348" />
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 		</layer>
-		<layer id="1367" name="__module.model.layers.5.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="1278" name="__module.model.layers.5.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -20148,23 +19385,23 @@
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 		</layer>
-		<layer id="1368" name="__module.model.layers.5.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1279" name="__module.model.layers.5.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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-		<layer id="1369" name="Constant_254112" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1280" name="Constant_161407" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
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 				<port id="0" precision="I64">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -20178,53 +19415,31 @@
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-		<layer id="1371" name="Constant_223780" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1282" name="__module.model.layers.5.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
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-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="1283" name="__module.model.layers.5.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1374" name="Constant_223789" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1284" name="__module.model.layers.5.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1285" name="__module.model.layers.5.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -20233,17 +19448,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -20251,8 +19469,8 @@
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 		</layer>
-		<layer id="1376" name="Constant_246087" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="1286" name="Constant_208061" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -20262,7 +19480,7 @@
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 		</layer>
-		<layer id="1377" name="__module.model.layers.5.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1287" name="__module.model.layers.5.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20279,7 +19497,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -20287,24 +19505,31 @@
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 			<output>
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 		</layer>
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-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1289" name="__module.model.layers.5.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1380" name="__module.model.layers.5.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1290" name="__module.model.layers.5.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="1291" name="__module.model.layers.5.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -20313,17 +19538,20 @@
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@@ -20331,7 +19559,7 @@
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 		</layer>
-		<layer id="1381" name="__module.model.layers.5.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1292" name="__module.model.layers.5.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
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 			<input>
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@@ -20348,7 +19576,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -20356,7 +19584,7 @@
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 		</layer>
-		<layer id="1382" name="__module.model.layers.5.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1293" name="__module.model.layers.5.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -20373,7 +19601,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -20381,7 +19609,7 @@
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 		</layer>
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+		<layer id="1294" name="__module.model.layers.5.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -20398,7 +19626,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1357">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -20406,7 +19634,7 @@
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 		</layer>
-		<layer id="1384" name="__module.model.layers.5.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1295" name="__module.model.layers.5.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -20431,7 +19659,7 @@
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 		</layer>
-		<layer id="1385" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="1296" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -20442,7 +19670,7 @@
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 			<output>
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 					<dim>8</dim>
 					<dim>1</dim>
@@ -20451,38 +19679,7 @@
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 		</layer>
-		<layer id="1386" name="Constant_254681" type="Const" version="opset1">
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-		<layer id="1387" name="Constant_254682" type="Const" version="opset1">
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-		<layer id="1388" name="Gather_254683" type="Gather" version="opset8">
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-		<layer id="1389" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="1297" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20498,21 +19695,21 @@
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 			</output>
 		</layer>
-		<layer id="1390" name="Constant_255490" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1298" name="Constant_215796" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1391" name="__module.model.layers.5.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="1299" name="__module.model.layers.5.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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 		</layer>
-		<layer id="1392" name="__module.model.layers.5.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="1300" name="__module.model.layers.5.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20524,34 +19721,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="1363">
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 		</layer>
-		<layer id="1393" name="Constant_205931" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="1301" name="Constant_193639" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
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 		</layer>
-		<layer id="1394" name="Constant_216027" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="1302" name="Constant_199223" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1395" name="Constant_216028" type="Const" version="opset1">
+		<layer id="1303" name="Constant_199224" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1396" name="Gather_216029" type="Gather" version="opset8">
+		<layer id="1304" name="Gather_199225" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20568,7 +19765,7 @@
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 			</output>
 		</layer>
-		<layer id="1397" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="1305" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20585,12 +19782,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="1315">
+				<port id="4" precision="I64" names="1372">
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 			</output>
 		</layer>
-		<layer id="1398" name="__module.model.layers.5.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1306" name="__module.model.layers.5.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20605,7 +19802,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1373,hidden_states.161">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -20614,15 +19811,15 @@
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 			</output>
 		</layer>
-		<layer id="1399" name="Constant_255140" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="1307" name="Constant_215536" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="1400" name="__module.model.layers.5.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="1308" name="__module.model.layers.5.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20637,7 +19834,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1377,key_states.27">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -20645,13 +19842,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1401" name="Constant_292651" type="Const" version="opset1">
+		<layer id="1309" name="Constant_231566" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="1402" name="Constant_292644" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -20659,7 +19856,7 @@
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 			</output>
 		</layer>
-		<layer id="1403" name="Constant_292646" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -20667,7 +19864,7 @@
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 			</output>
 		</layer>
-		<layer id="1404" name="Constant_292648" type="Const" version="opset1">
+		<layer id="1312" name="Constant_231563" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -20675,7 +19872,7 @@
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 			</output>
 		</layer>
-		<layer id="1405" name="Concat_292649" type="Concat" version="opset1">
+		<layer id="1313" name="Concat_231564" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -20697,7 +19894,7 @@
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 			</output>
 		</layer>
-		<layer id="1406" name="Broadcast_292652" type="Broadcast" version="opset3">
+		<layer id="1314" name="Broadcast_231567" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -20714,7 +19911,7 @@
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 			</output>
 		</layer>
-		<layer id="1407" name="ReadValue_287261" type="ReadValue" version="opset6">
+		<layer id="1315" name="ReadValue_228368" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.5.valuepresent.5.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20733,13 +19930,13 @@
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 			</output>
 		</layer>
-		<layer id="1408" name="Constant_281791" type="Const" version="opset1">
+		<layer id="1316" name="Constant_225077" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="1409" name="Gather_281792" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20762,94 +19959,134 @@
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-			<data element_type="u8" shape="1024, 4096" offset="897782952" size="4194304" />
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 					<dim>1024</dim>
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="1411" name="Convert_299111" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
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+					<dim>32</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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-			<data element_type="u8" shape="1024, 1" offset="901977256" size="1024" />
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 			<output>
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 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1413" name="Convert_299114" type="Convert" version="opset1">
+		<layer id="1321" name="Convert_256779" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="1414" name="self.model.layers.5.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 				<port id="1" precision="FP16">
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 			<output>
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 					<dim>1024</dim>
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="1416" name="self.model.layers.5.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1324" name="self.model.layers.5.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1325" name="Constant_256784" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1326" name="Reshape_256785" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -20857,8 +20094,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1417" name="self.model.layers.5.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1327" name="__module.model.layers.5.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -20872,7 +20112,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1418" name="__module.model.layers.5.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1328" name="__module.model.layers.5.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -20886,22 +20126,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1237,value_states.11">
+				<port id="2" precision="FP32" names="1289,value_states.11">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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 			</output>
 		</layer>
-		<layer id="1419" name="Constant_255141" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="1329" name="Constant_215537" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="1420" name="__module.model.layers.5.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1330" name="__module.model.layers.5.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20914,7 +20154,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1297">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -20922,7 +20162,7 @@
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 			</output>
 		</layer>
-		<layer id="1421" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="1331" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -20930,7 +20170,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1422" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1332" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -20943,7 +20183,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1246">
+				<port id="2" precision="FP32" names="1298">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -20951,7 +20191,7 @@
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 			</output>
 		</layer>
-		<layer id="1423" name="__module.model.layers.5.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1333" name="__module.model.layers.5.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -20976,7 +20216,7 @@
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 			</output>
 		</layer>
-		<layer id="1424" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="1334" name="__module.model.layers.5.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -20987,7 +20227,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1328,1329,1330">
+				<port id="2" precision="FP32" names="1385,1386,1387">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -20996,7 +20236,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1425" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="1335" name="__module.model.layers.5.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21012,21 +20252,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1426" name="Constant_255493" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1336" name="Constant_215799" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1427" name="__module.model.layers.5.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="1337" name="__module.model.layers.5.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1428" name="__module.model.layers.5.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="1338" name="__module.model.layers.5.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -21038,34 +20278,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1322">
+				<port id="3" precision="I64" names="1379">
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 				</port>
 			</output>
 		</layer>
-		<layer id="1429" name="Constant_205949" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="1339" name="Constant_193657" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1430" name="Constant_216037" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="1340" name="Constant_199233" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1431" name="Constant_216038" type="Const" version="opset1">
+		<layer id="1341" name="Constant_199234" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1432" name="Gather_216039" type="Gather" version="opset8">
+		<layer id="1342" name="Gather_199235" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -21082,7 +20322,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1433" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="1343" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -21099,12 +20339,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="1331">
+				<port id="4" precision="I64" names="1388">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1434" name="__module.model.layers.5.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="1344" name="__module.model.layers.5.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21119,7 +20359,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1332,hidden_states.167">
+				<port id="2" precision="FP32" names="1389,hidden_states.165">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -21128,15 +20368,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1435" name="Constant_255142" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="1345" name="Constant_215538" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="1436" name="__module.model.layers.5.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1346" name="__module.model.layers.5.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21151,7 +20391,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1336">
+				<port id="2" precision="FP32" names="1393">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -21159,7 +20399,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1437" name="__module.model.layers.5.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1347" name="__module.model.layers.5.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -21188,7 +20428,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1337,attn_output.21">
+				<port id="4" precision="FP32" names="1399,attn_output.21">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -21196,7 +20436,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1438" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1348" name="__module.model.layers.5.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -21204,7 +20444,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1439" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1349" name="__module.model.layers.5.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -21217,7 +20457,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1338">
+				<port id="2" precision="FP32" names="1400">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -21225,16 +20465,70 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1440" name="Constant_255143" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="1350" name="__module.model.layers.5.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1351" name="Constant_199213" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1352" name="Constant_199214" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="1353" name="Gather_199215" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1441" name="__module.model.layers.5.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="1354" name="__module.model.layers.5.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="1402">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1355" name="__module.model.layers.5.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -21247,15 +20541,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1341">
+				<port id="2" precision="FP32" names="1403">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1442" name="self.model.layers.5.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="901980328" size="8388608" />
+		<layer id="1356" name="self.model.layers.5.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="710998320" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -21264,7 +20558,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1443" name="Convert_299143" type="Convert" version="opset1">
+		<layer id="1357" name="Convert_256147" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -21281,8 +20575,8 @@
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 			</output>
 		</layer>
-		<layer id="1444" name="self.model.layers.5.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="910368936" size="65536" />
+		<layer id="1358" name="self.model.layers.5.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="719386928" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -21291,7 +20585,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1445" name="Convert_299145" type="Convert" version="opset1">
+		<layer id="1359" name="Convert_256149" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -21308,7 +20602,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1446" name="self.model.layers.5.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1360" name="self.model.layers.5.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21330,8 +20624,8 @@
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 			</output>
 		</layer>
-		<layer id="1447" name="self.model.layers.5.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="910434472" size="262144" />
+		<layer id="1361" name="self.model.layers.5.self_attn.o_proj.weight/scale" type="Const" version="opset1">
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@@ -21340,7 +20634,7 @@
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@@ -21362,7 +20656,7 @@
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-		<layer id="1449" name="Constant_299150" type="Const" version="opset1">
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@@ -21370,7 +20664,7 @@
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@@ -21389,8 +20683,11 @@
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+		<layer id="1365" name="__module.model.layers.5.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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+			</rt_info>
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@@ -21404,13 +20701,13 @@
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@@ -21418,14 +20715,14 @@
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@@ -21440,15 +20737,15 @@
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 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="910696616" size="16384" />
+		<layer id="1368" name="Constant_208065" type="Const" version="opset1">
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@@ -21457,7 +20754,7 @@
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-		<layer id="1455" name="Constant_246090" type="Const" version="opset1">
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@@ -21467,7 +20764,7 @@
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-		<layer id="1456" name="Constant_246088" type="Const" version="opset1">
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@@ -21477,7 +20774,7 @@
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+		<layer id="1371" name="__module.model.layers.5.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -21492,22 +20789,22 @@
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-		<layer id="1458" name="Constant_4301" type="Const" version="opset1">
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+		<layer id="1373" name="__module.model.layers.5.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -21520,14 +20817,14 @@
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 			<output>
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-		<layer id="1460" name="Constant_246089" type="Const" version="opset1">
+		<layer id="1374" name="Constant_208063" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
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@@ -21537,7 +20834,7 @@
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-		<layer id="1461" name="__module.model.layers.5.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="1375" name="__module.model.layers.5.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -21552,14 +20849,14 @@
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-		<layer id="1462" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1376" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -21575,7 +20872,7 @@
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 		</layer>
-		<layer id="1463" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1377" name="__module.model.layers.5.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -21590,14 +20887,14 @@
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+		<layer id="1378" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21612,14 +20909,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1418,1419,hidden_states.173,hidden_states.175">
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-		<layer id="1465" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1379" name="__module.model.layers.5.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21634,15 +20931,15 @@
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 			<output>
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 					<dim>4096</dim>
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-			<data element_type="u4" shape="14336, 32, 128" offset="910713000" size="29360128" />
+		<layer id="1380" name="self.model.layers.5.mlp.gate_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -21651,7 +20948,7 @@
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 		</layer>
-		<layer id="1467" name="Convert_299165" type="Convert" version="opset1">
+		<layer id="1381" name="Convert_255237" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -21668,8 +20965,8 @@
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-		<layer id="1468" name="self.model.layers.5.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="940073128" size="229376" />
+		<layer id="1382" name="self.model.layers.5.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="749091120" size="229376" />
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 				<port id="0" precision="U4">
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@@ -21678,7 +20975,7 @@
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 		</layer>
-		<layer id="1469" name="Convert_299167" type="Convert" version="opset1">
+		<layer id="1383" name="Convert_255239" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -21695,7 +20992,7 @@
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 		</layer>
-		<layer id="1470" name="self.model.layers.5.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1384" name="self.model.layers.5.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21717,8 +21014,8 @@
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+		<layer id="1385" name="self.model.layers.5.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -21727,7 +21024,7 @@
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 		</layer>
-		<layer id="1472" name="self.model.layers.5.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1386" name="self.model.layers.5.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21749,15 +21046,15 @@
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-		<layer id="1473" name="Constant_299172" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="1387" name="Constant_255244" type="Const" version="opset1">
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-		<layer id="1474" name="Reshape_299173" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -21776,8 +21073,11 @@
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 		</layer>
-		<layer id="1475" name="self.model.layers.5.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1389" name="__module.model.layers.5.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -21791,7 +21091,7 @@
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 			</output>
 		</layer>
-		<layer id="1476" name="__module.model.layers.5.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1390" name="__module.model.layers.5.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -21805,14 +21105,14 @@
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 			<output>
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 					<dim>14336</dim>
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+		<layer id="1391" name="__module.model.layers.5.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
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@@ -21821,15 +21121,15 @@
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 					<dim>14336</dim>
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+		<layer id="1392" name="self.model.layers.5.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="750238000" size="29360128" />
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 				<port id="0" precision="U4">
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@@ -21838,7 +21138,7 @@
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-		<layer id="1479" name="Convert_299154" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -21855,8 +21155,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="970580136" size="229376" />
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 				<port id="0" precision="U4">
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@@ -21865,7 +21165,7 @@
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-		<layer id="1481" name="Convert_299156" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -21882,7 +21182,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21904,8 +21204,8 @@
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 				<port id="0" precision="FP16">
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@@ -21914,7 +21214,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -21936,15 +21236,15 @@
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-		<layer id="1485" name="Constant_299161" type="Const" version="opset1">
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@@ -21963,8 +21263,11 @@
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@@ -22031,7 +21334,7 @@
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@@ -22048,8 +21351,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="1001087144" size="229376" />
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@@ -22075,7 +21378,7 @@
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@@ -22107,7 +21410,7 @@
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@@ -22129,15 +21432,15 @@
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@@ -22156,8 +21459,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -22171,7 +21477,7 @@
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@@ -22224,7 +21530,7 @@
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@@ -22234,7 +21540,7 @@
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-		<layer id="1504" name="Constant_246092" type="Const" version="opset1">
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@@ -22244,7 +21550,7 @@
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@@ -22259,22 +21565,22 @@
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-		<layer id="1506" name="Constant_4372" type="Const" version="opset1">
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-		<layer id="1507" name="__module.model.layers.6.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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@@ -22287,14 +21593,14 @@
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-		<layer id="1508" name="Constant_246093" type="Const" version="opset1">
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@@ -22304,7 +21610,7 @@
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@@ -22319,14 +21625,14 @@
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@@ -22342,7 +21648,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -22357,14 +21663,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -22379,14 +21685,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -22401,15 +21707,15 @@
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 					<dim>4096</dim>
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@@ -22418,7 +21724,7 @@
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-		<layer id="1515" name="Convert_299209" type="Convert" version="opset1">
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 			<input>
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@@ -22435,8 +21741,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="1010639016" size="65536" />
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 				<port id="0" precision="U4">
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@@ -22445,7 +21751,7 @@
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-		<layer id="1517" name="Convert_299211" type="Convert" version="opset1">
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@@ -22462,7 +21768,7 @@
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@@ -22484,8 +21790,8 @@
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@@ -22494,7 +21800,7 @@
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@@ -22524,7 +21830,7 @@
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@@ -22543,8 +21849,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -22558,7 +21867,7 @@
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@@ -22587,7 +21896,7 @@
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@@ -22600,7 +21909,7 @@
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+				<port id="2" precision="FP32" names="1471">
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@@ -22608,7 +21917,7 @@
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+		<layer id="1441" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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@@ -22616,7 +21925,7 @@
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@@ -22629,7 +21938,7 @@
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@@ -22637,281 +21946,7 @@
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+		<layer id="1443" name="__module.model.layers.6.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -22928,7 +21963,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -22936,23 +21971,7 @@
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 			<data output_type="i64" />
 			<input>
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@@ -22968,13 +21987,13 @@
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 		</layer>
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 		</layer>
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -22984,10 +22003,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="1507,1512" />
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 		</layer>
-		<layer id="1556" name="__module.model.layers.6.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="1447" name="__module.model.layers.6.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -22997,23 +22016,23 @@
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 		</layer>
-		<layer id="1557" name="__module.model.layers.6.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="1448" name="__module.model.layers.6.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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 		</layer>
-		<layer id="1558" name="Constant_254122" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1449" name="Constant_161421" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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-		<layer id="1559" name="__module.model.layers.6.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="1450" name="__module.model.layers.6.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -23027,53 +22046,31 @@
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+		<layer id="1451" name="__module.model.layers.6.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1453" name="__module.model.layers.6.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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+		<layer id="1454" name="__module.model.layers.6.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23082,17 +22079,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -23100,8 +22100,8 @@
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 		</layer>
-		<layer id="1565" name="Constant_246096" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="1455" name="Constant_208070" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -23111,7 +22111,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1566" name="__module.model.layers.6.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1456" name="__module.model.layers.6.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23128,7 +22128,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1450">
+				<port id="2" precision="FP32" names="1517">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -23136,24 +22136,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1567" name="Constant_224009" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="1457" name="__module.model.layers.6.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1568" name="Constant_224014" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1458" name="__module.model.layers.6.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1459" name="__module.model.layers.6.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1569" name="__module.model.layers.6.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1460" name="__module.model.layers.6.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23162,17 +22169,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1444">
+				<port id="5" precision="FP32" names="1511">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -23180,7 +22190,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1570" name="__module.model.layers.6.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1461" name="__module.model.layers.6.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23197,7 +22207,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1452">
+				<port id="2" precision="FP32" names="1519">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -23205,16 +22215,71 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1571" name="self.model.layers.6.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
+		<layer id="1462" name="__module.model.layers.6.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.6.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="1520">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1572" name="__module.model.layers.6.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+		<layer id="1463" name="__module.model.layers.6.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1521">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1464" name="Constant_231605" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="1465" name="Constant_231598" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1466" name="Constant_231600" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -23222,20 +22287,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1573" name="__module.model.layers.6.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1467" name="Constant_231602" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1574" name="__module.model.layers.6.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1468" name="Concat_231603" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -23248,109 +22312,78 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1428,1429,1432,sin.25">
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1575" name="Constant_29240" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="1576" name="__module.model.layers.6.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="1469" name="Broadcast_231606" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="1437">
-					<dim>-1</dim>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1577" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="1470" name="ReadValue_228370" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.6.keypresent.6.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1438,sin.27">
+				<port id="1" precision="FP32" names="past_key_values.6.key">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1578" name="__module.model.layers.6.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="1471" name="Constant_225080" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
-				<port id="2" precision="FP32" names="1453">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1579" name="__module.model.layers.6.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="1472" name="Gather_225081" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
+				<port id="1" precision="I32">
 					<dim>-1</dim>
-					<dim>128</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1454">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1580" name="self.model.layers.6.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="1010966696" size="2097152" />
+		<layer id="1473" name="self.model.layers.6.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="819984688" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -23359,7 +22392,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1581" name="Convert_299198" type="Convert" version="opset1">
+		<layer id="1474" name="Convert_256807" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -23376,8 +22409,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1582" name="self.model.layers.6.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="1013063848" size="16384" />
+		<layer id="1475" name="self.model.layers.6.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="822081840" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -23386,7 +22419,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1583" name="Convert_299200" type="Convert" version="opset1">
+		<layer id="1476" name="Convert_256809" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -23403,7 +22436,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1584" name="self.model.layers.6.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1477" name="self.model.layers.6.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -23425,8 +22458,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1585" name="self.model.layers.6.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="1013080232" size="65536" />
+		<layer id="1478" name="self.model.layers.6.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="822098224" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -23435,7 +22468,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1586" name="self.model.layers.6.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1479" name="self.model.layers.6.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -23457,15 +22490,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1587" name="Constant_299205" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="1480" name="Constant_256814" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1588" name="Reshape_299206" type="Reshape" version="opset1">
+		<layer id="1481" name="Reshape_256815" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -23484,8 +22517,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1589" name="self.model.layers.6.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1482" name="__module.model.layers.6.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -23499,7 +22535,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1590" name="__module.model.layers.6.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1483" name="__module.model.layers.6.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23513,22 +22549,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1405,key_states.29">
+				<port id="2" precision="FP32" names="1467,key_states.29">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1591" name="Constant_255145" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="1484" name="Constant_215540" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1592" name="__module.model.layers.6.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1485" name="__module.model.layers.6.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23541,7 +22577,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1412">
+				<port id="2" precision="FP32" names="1474">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -23549,7 +22585,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1593" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="1486" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -23557,7 +22593,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1594" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1487" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23570,7 +22606,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1413,key_states.31">
+				<port id="2" precision="FP32" names="1475,k.13">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -23578,7 +22614,7 @@
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 			</output>
 		</layer>
-		<layer id="1595" name="__module.model.layers.6.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1488" name="__module.model.layers.6.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23595,7 +22631,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1455">
+				<port id="2" precision="FP32" names="1522">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -23603,23 +22639,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1596" name="Constant_224058" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="1597" name="Constant_224057" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="1598" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="1489" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23635,13 +22655,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1599" name="__module.model.layers.6.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="1490" name="__module.model.layers.6.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1600" name="__module.model.layers.6.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="1491" name="__module.model.layers.6.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -23651,10 +22671,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1456,1461" />
+				<port id="3" precision="I64" names="1523,1528" />
 			</output>
 		</layer>
-		<layer id="1601" name="__module.model.layers.6.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="1492" name="__module.model.layers.6.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -23664,23 +22684,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1602" name="__module.model.layers.6.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1493" name="__module.model.layers.6.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1458,1459,1463,1464" />
+				<port id="1" precision="I64" names="1525,1526,1530,1531" />
 			</output>
 		</layer>
-		<layer id="1603" name="Constant_254124" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1494" name="Constant_161422" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1604" name="__module.model.layers.6.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="1495" name="__module.model.layers.6.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -23694,53 +22714,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1605" name="Constant_224056" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1496" name="__module.model.layers.6.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1606" name="ScatterUpdate_224059" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="1607" name="Constant_224062" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="1497" name="__module.model.layers.6.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1608" name="Constant_224065" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1498" name="__module.model.layers.6.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1609" name="__module.model.layers.6.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1499" name="__module.model.layers.6.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23749,17 +22747,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1465,x2.27">
+				<port id="5" precision="FP32" names="1532,x2.27">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -23767,8 +22768,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1610" name="Constant_246097" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="1500" name="Constant_208071" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -23778,7 +22779,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1611" name="__module.model.layers.6.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1501" name="__module.model.layers.6.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23795,7 +22796,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1466">
+				<port id="2" precision="FP32" names="1533">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -23803,24 +22804,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1612" name="Constant_224110" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="1502" name="__module.model.layers.6.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1613" name="Constant_224115" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1503" name="__module.model.layers.6.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1614" name="__module.model.layers.6.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1504" name="__module.model.layers.6.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1505" name="__module.model.layers.6.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23829,17 +22837,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1460">
+				<port id="5" precision="FP32" names="1527">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -23847,7 +22858,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1615" name="__module.model.layers.6.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1506" name="__module.model.layers.6.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23864,7 +22875,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1468">
+				<port id="2" precision="FP32" names="1535">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -23872,7 +22883,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1616" name="__module.model.layers.6.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1507" name="__module.model.layers.6.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23889,7 +22900,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1469">
+				<port id="2" precision="FP32" names="1536">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -23897,7 +22908,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1617" name="__module.model.layers.6.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1508" name="__module.model.layers.6.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23914,7 +22925,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1470">
+				<port id="2" precision="FP32" names="1537">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -23922,7 +22933,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1618" name="__module.model.layers.6.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1509" name="__module.model.layers.6.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -23947,7 +22958,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1619" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="1510" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -23958,7 +22969,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1482,1483,1484">
+				<port id="2" precision="FP32" names="1549,1550,1551">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -23967,38 +22978,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1620" name="Constant_254697" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="1621" name="Constant_254698" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="1622" name="Gather_254699" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
-					<dim>1</dim>
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-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64" names="1475">
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-		</layer>
-		<layer id="1623" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="1511" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24014,21 +22994,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1624" name="Constant_255499" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1512" name="Constant_215802" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1625" name="__module.model.layers.6.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="1513" name="__module.model.layers.6.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1626" name="__module.model.layers.6.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="1514" name="__module.model.layers.6.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -24040,34 +23020,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1476">
+				<port id="3" precision="I64" names="1543">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1627" name="Constant_205967" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="1515" name="Constant_193675" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1628" name="Constant_216062" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="1516" name="Constant_199258" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1629" name="Constant_216063" type="Const" version="opset1">
+		<layer id="1517" name="Constant_199259" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1630" name="Gather_216064" type="Gather" version="opset8">
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@@ -24084,7 +23064,7 @@
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 		</layer>
-		<layer id="1631" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="1519" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
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@@ -24101,12 +23081,12 @@
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 			</input>
 			<output>
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 		</layer>
-		<layer id="1632" name="__module.model.layers.6.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1520" name="__module.model.layers.6.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
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@@ -24121,7 +23101,7 @@
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 			<output>
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 					<dim>8</dim>
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@@ -24130,15 +23110,15 @@
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-		<layer id="1633" name="Constant_255146" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="1521" name="Constant_215541" type="Const" version="opset1">
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 		</layer>
-		<layer id="1634" name="__module.model.layers.6.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="1522" name="__module.model.layers.6.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -24153,7 +23133,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1557,key_states.31">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -24161,13 +23141,13 @@
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 		</layer>
-		<layer id="1635" name="Constant_292677" type="Const" version="opset1">
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 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="1636" name="Constant_292670" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -24175,7 +23155,7 @@
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 			</output>
 		</layer>
-		<layer id="1637" name="Constant_292672" type="Const" version="opset1">
+		<layer id="1525" name="Constant_231587" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -24183,7 +23163,7 @@
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 			</output>
 		</layer>
-		<layer id="1638" name="Constant_292674" type="Const" version="opset1">
+		<layer id="1526" name="Constant_231589" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -24191,7 +23171,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1639" name="Concat_292675" type="Concat" version="opset1">
+		<layer id="1527" name="Concat_231590" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -24213,7 +23193,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1640" name="Broadcast_292678" type="Broadcast" version="opset3">
+		<layer id="1528" name="Broadcast_231593" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -24230,7 +23210,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1641" name="ReadValue_287265" type="ReadValue" version="opset6">
+		<layer id="1529" name="ReadValue_228372" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.6.valuepresent.6.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24249,13 +23229,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1642" name="Constant_281797" type="Const" version="opset1">
+		<layer id="1530" name="Constant_225083" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1643" name="Gather_281798" type="Gather" version="opset8">
+		<layer id="1531" name="Gather_225084" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24278,94 +23258,134 @@
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 			</output>
 		</layer>
-		<layer id="1644" name="self.model.layers.6.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 4096" offset="1013145768" size="4194304" />
+		<layer id="1532" name="self.model.layers.6.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="822163760" size="2097152" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1645" name="Convert_299188" type="Convert" version="opset1">
+		<layer id="1533" name="Convert_256797" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1646" name="self.model.layers.6.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 1" offset="1017340072" size="1024" />
+		<layer id="1534" name="self.model.layers.6.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="824260912" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1647" name="Convert_299191" type="Convert" version="opset1">
+		<layer id="1535" name="Convert_256799" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1648" name="self.model.layers.6.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1536" name="self.model.layers.6.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1649" name="self.model.layers.6.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="1017341096" size="2048" />
+		<layer id="1537" name="self.model.layers.6.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="824277296" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1650" name="self.model.layers.6.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1538" name="self.model.layers.6.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1539" name="Constant_256804" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1540" name="Reshape_256805" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -24373,8 +23393,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1651" name="self.model.layers.6.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1541" name="__module.model.layers.6.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -24388,7 +23411,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1652" name="__module.model.layers.6.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1542" name="__module.model.layers.6.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24402,22 +23425,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1407,value_states.13">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
-		<layer id="1653" name="Constant_255147" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="1543" name="Constant_215542" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
-		<layer id="1654" name="__module.model.layers.6.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1544" name="__module.model.layers.6.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24430,7 +23453,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1415">
+				<port id="2" precision="FP32" names="1477">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -24438,7 +23461,7 @@
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 			</output>
 		</layer>
-		<layer id="1655" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="1545" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -24446,7 +23469,7 @@
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 			</output>
 		</layer>
-		<layer id="1656" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1546" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -24459,7 +23482,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1416">
+				<port id="2" precision="FP32" names="1478">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -24467,7 +23490,7 @@
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 			</output>
 		</layer>
-		<layer id="1657" name="__module.model.layers.6.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1547" name="__module.model.layers.6.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24492,7 +23515,7 @@
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 			</output>
 		</layer>
-		<layer id="1658" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="1548" name="__module.model.layers.6.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -24503,7 +23526,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1498,1499,1500">
+				<port id="2" precision="FP32" names="1565,1566,1567">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -24512,7 +23535,7 @@
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 			</output>
 		</layer>
-		<layer id="1659" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="1549" name="__module.model.layers.6.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24528,21 +23551,21 @@
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 		</layer>
-		<layer id="1660" name="Constant_255502" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1550" name="Constant_215805" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="1661" name="__module.model.layers.6.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="1551" name="__module.model.layers.6.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="1662" name="__module.model.layers.6.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="1552" name="__module.model.layers.6.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -24554,34 +23577,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1492">
+				<port id="3" precision="I64" names="1559">
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 		</layer>
-		<layer id="1663" name="Constant_205985" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="1553" name="Constant_193693" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="1664" name="Constant_216072" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="1554" name="Constant_199268" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="1665" name="Constant_216073" type="Const" version="opset1">
+		<layer id="1555" name="Constant_199269" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1666" name="Gather_216074" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -24598,7 +23621,7 @@
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 			</output>
 		</layer>
-		<layer id="1667" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="1557" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
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@@ -24615,12 +23638,12 @@
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 			<output>
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+				<port id="4" precision="I64" names="1568">
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 		</layer>
-		<layer id="1668" name="__module.model.layers.6.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="1558" name="__module.model.layers.6.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24635,7 +23658,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1502,hidden_states.197">
+				<port id="2" precision="FP32" names="1569,hidden_states.195">
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 					<dim>8</dim>
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@@ -24644,15 +23667,15 @@
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-		<layer id="1669" name="Constant_255148" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="1559" name="Constant_215543" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
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 				<port id="0" precision="I64">
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-		<layer id="1670" name="__module.model.layers.6.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1560" name="__module.model.layers.6.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -24667,7 +23690,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1573">
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@@ -24675,7 +23698,7 @@
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-		<layer id="1671" name="__module.model.layers.6.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1561" name="__module.model.layers.6.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24704,7 +23727,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1507,attn_output.25">
+				<port id="4" precision="FP32" names="1579,attn_output.25">
 					<dim>-1</dim>
 					<dim>32</dim>
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@@ -24712,7 +23735,7 @@
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 		</layer>
-		<layer id="1672" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1562" name="__module.model.layers.6.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -24720,7 +23743,7 @@
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 			</output>
 		</layer>
-		<layer id="1673" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1563" name="__module.model.layers.6.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -24733,7 +23756,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1508">
+				<port id="2" precision="FP32" names="1580">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -24741,16 +23764,70 @@
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 		</layer>
-		<layer id="1674" name="Constant_255149" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="1564" name="__module.model.layers.6.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1565" name="Constant_199248" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1566" name="Constant_199249" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="1567" name="Gather_199250" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
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+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1675" name="__module.model.layers.6.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="1568" name="__module.model.layers.6.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="1582">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1569" name="__module.model.layers.6.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -24763,15 +23840,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1511">
+				<port id="2" precision="FP32" names="1583">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="1017343144" size="8388608" />
+		<layer id="1570" name="self.model.layers.6.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="824342832" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -24780,7 +23857,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1677" name="Convert_299220" type="Convert" version="opset1">
+		<layer id="1571" name="Convert_256167" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -24797,8 +23874,8 @@
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 			</output>
 		</layer>
-		<layer id="1678" name="self.model.layers.6.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1025731752" size="65536" />
+		<layer id="1572" name="self.model.layers.6.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="832731440" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -24807,7 +23884,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1679" name="Convert_299222" type="Convert" version="opset1">
+		<layer id="1573" name="Convert_256169" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -24824,7 +23901,7 @@
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 			</output>
 		</layer>
-		<layer id="1680" name="self.model.layers.6.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1574" name="self.model.layers.6.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24846,8 +23923,8 @@
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 			</output>
 		</layer>
-		<layer id="1681" name="self.model.layers.6.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1025797288" size="262144" />
+		<layer id="1575" name="self.model.layers.6.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="832796976" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -24856,7 +23933,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1682" name="self.model.layers.6.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1576" name="self.model.layers.6.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24878,7 +23955,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1683" name="Constant_299227" type="Const" version="opset1">
+		<layer id="1577" name="Constant_256174" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -24886,7 +23963,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1684" name="Reshape_299228" type="Reshape" version="opset1">
+		<layer id="1578" name="Reshape_256175" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -24905,8 +23982,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1685" name="self.model.layers.6.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1579" name="__module.model.layers.6.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -24920,13 +24000,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1686" name="__module.model.layers.6.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1580" name="__module.model.layers.6.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -24934,14 +24014,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1513,1515,hidden_states.199">
+				<port id="2" precision="FP32" names="1585,1587,hidden_states.197">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1687" name="__module.model.layers.6/aten::add/Add" type="Add" version="opset1">
+		<layer id="1581" name="__module.model.layers.6/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -24956,15 +24036,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1518,1520,1531,hidden_states.201,hidden_states.203">
+				<port id="2" precision="FP32" names="1590,1592,1603,hidden_states.199,hidden_states.201">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
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 		</layer>
-		<layer id="1688" name="Constant_246101" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="1026059432" size="16384" />
+		<layer id="1582" name="Constant_208075" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="833059120" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -24973,7 +24053,7 @@
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 			</output>
 		</layer>
-		<layer id="1689" name="Constant_246100" type="Const" version="opset1">
+		<layer id="1583" name="Constant_208074" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -24983,7 +24063,7 @@
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 			</output>
 		</layer>
-		<layer id="1690" name="Constant_246098" type="Const" version="opset1">
+		<layer id="1584" name="Constant_208072" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -24993,7 +24073,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1691" name="__module.model.layers.6.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1585" name="__module.model.layers.6.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25008,22 +24088,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1521">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="1692" name="Constant_4977" type="Const" version="opset1">
+		<layer id="1586" name="Constant_5515" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="1522">
+				<port id="0" precision="I64" names="1594">
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 		</layer>
-		<layer id="1693" name="__module.model.layers.6.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1587" name="__module.model.layers.6.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25036,14 +24116,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1523,variance.27">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1694" name="Constant_246099" type="Const" version="opset1">
+		<layer id="1588" name="Constant_208073" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -25053,7 +24133,7 @@
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 			</output>
 		</layer>
-		<layer id="1695" name="__module.model.layers.6.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="1589" name="__module.model.layers.6.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25068,14 +24148,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1524">
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 					<dim>-1</dim>
 					<dim>1</dim>
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-		<layer id="1696" name="__module.model.layers.6.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1590" name="__module.model.layers.6.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25091,7 +24171,7 @@
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 		</layer>
-		<layer id="1697" name="__module.model.layers.6.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1591" name="__module.model.layers.6.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25106,14 +24186,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1525">
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 					<dim>-1</dim>
 					<dim>1</dim>
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-		<layer id="1698" name="__module.model.layers.6.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1592" name="__module.model.layers.6.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25128,14 +24208,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1526,1527,hidden_states.205,hidden_states.207">
+				<port id="2" precision="FP32" names="1598,1599,hidden_states.203,hidden_states.205">
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 					<dim>-1</dim>
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-		<layer id="1699" name="__module.model.layers.6.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1593" name="__module.model.layers.6.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25150,15 +24230,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="1528,1530">
+				<port id="2" precision="FP32" names="1600,1602">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1700" name="self.model.layers.6.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="1026075816" size="29360128" />
+		<layer id="1594" name="self.model.layers.6.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="833075504" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -25167,7 +24247,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1701" name="Convert_299242" type="Convert" version="opset1">
+		<layer id="1595" name="Convert_255267" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -25184,8 +24264,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1702" name="self.model.layers.6.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="1055435944" size="229376" />
+		<layer id="1596" name="self.model.layers.6.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="862435632" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -25194,7 +24274,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1703" name="Convert_299244" type="Convert" version="opset1">
+		<layer id="1597" name="Convert_255269" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -25211,7 +24291,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1704" name="self.model.layers.6.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1598" name="self.model.layers.6.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25233,8 +24313,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1705" name="self.model.layers.6.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="1055665320" size="917504" />
+		<layer id="1599" name="self.model.layers.6.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="862665008" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -25243,7 +24323,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1706" name="self.model.layers.6.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1600" name="self.model.layers.6.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25265,15 +24345,15 @@
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 			</output>
 		</layer>
-		<layer id="1707" name="Constant_299249" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="1601" name="Constant_255274" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1708" name="Reshape_299250" type="Reshape" version="opset1">
+		<layer id="1602" name="Reshape_255275" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25292,8 +24372,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1709" name="self.model.layers.6.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1603" name="__module.model.layers.6.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -25307,7 +24390,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1710" name="__module.model.layers.6.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1604" name="__module.model.layers.6.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25321,14 +24404,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1536,input.13">
+				<port id="2" precision="FP32" names="1608,input.13">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1711" name="__module.model.layers.6.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="1605" name="__module.model.layers.6.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -25337,101 +24420,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="1537">
+				<port id="1" precision="FP32" names="1609">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1712" name="self.model.layers.6.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="14336, 4096" offset="1056582824" size="58720256" />
+		<layer id="1606" name="self.model.layers.6.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="863582512" size="29360128" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1713" name="Convert_299232" type="Convert" version="opset1">
+		<layer id="1607" name="Convert_255257" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1714" name="self.model.layers.6.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="14336, 1" offset="1115303080" size="14336" />
+		<layer id="1608" name="self.model.layers.6.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="892942640" size="229376" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1715" name="Convert_299235" type="Convert" version="opset1">
+		<layer id="1609" name="Convert_255259" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1716" name="self.model.layers.6.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1610" name="self.model.layers.6.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1717" name="self.model.layers.6.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 1" offset="1115317416" size="28672" />
+		<layer id="1611" name="self.model.layers.6.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="893172016" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1718" name="self.model.layers.6.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1612" name="self.model.layers.6.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1613" name="Constant_255264" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1614" name="Reshape_255265" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
@@ -25439,8 +24562,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1719" name="self.model.layers.6.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1615" name="__module.model.layers.6.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -25454,7 +24580,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1720" name="__module.model.layers.6.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1616" name="__module.model.layers.6.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25468,14 +24594,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1539">
+				<port id="2" precision="FP32" names="1611">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1721" name="__module.model.layers.6.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1617" name="__module.model.layers.6.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25490,15 +24616,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1540">
+				<port id="2" precision="FP32" names="1612">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1722" name="self.model.layers.6.mlp.down_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 128" offset="1115346088" size="29360128" />
+		<layer id="1618" name="self.model.layers.6.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 128" offset="894089520" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -25507,7 +24633,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1723" name="Convert_299253" type="Convert" version="opset1">
+		<layer id="1619" name="Convert_255277" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -25524,8 +24650,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1724" name="self.model.layers.6.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 1" offset="1144706216" size="229376" />
+		<layer id="1620" name="self.model.layers.6.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="923449648" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -25534,7 +24660,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1725" name="Convert_299255" type="Convert" version="opset1">
+		<layer id="1621" name="Convert_255279" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -25551,7 +24677,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1726" name="self.model.layers.6.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1622" name="self.model.layers.6.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25573,8 +24699,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1727" name="self.model.layers.6.mlp.down_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 112, 1" offset="1144935592" size="917504" />
+		<layer id="1623" name="self.model.layers.6.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 112, 1" offset="923679024" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -25583,7 +24709,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1728" name="self.model.layers.6.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1624" name="self.model.layers.6.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25605,15 +24731,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1729" name="Constant_299260" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="316431520" size="8" />
+		<layer id="1625" name="Constant_255284" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="244529448" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1730" name="Reshape_299261" type="Reshape" version="opset1">
+		<layer id="1626" name="Reshape_255285" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -25632,8 +24758,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1731" name="self.model.layers.6.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1627" name="__module.model.layers.6.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -25647,7 +24776,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1732" name="__module.model.layers.6.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1628" name="__module.model.layers.6.mlp.down_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25661,14 +24790,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1542,hidden_states.209">
+				<port id="2" precision="FP32" names="1614,hidden_states.207">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1733" name="__module.model.layers.6/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1629" name="__module.model.layers.6/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -25683,15 +24812,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1543,1545,1553,1564,hidden_states.211,hidden_states.213">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="1779" name="Constant_29243" type="Const" version="opset1">
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-					<dim>1</dim>
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-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="1782" name="__module.model.layers.7.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1657" name="__module.model.layers.7.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26404,7 +25262,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1686">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26412,23 +25270,7 @@
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 			</output>
 		</layer>
-		<layer id="1783" name="Constant_224233" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-				<port id="0" precision="I64">
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-		<layer id="1785" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="1658" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26444,13 +25286,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1786" name="__module.model.layers.7.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="1659" name="__module.model.layers.7.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1787" name="__module.model.layers.7.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="1660" name="__module.model.layers.7.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -26460,10 +25302,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1610,1615" />
+				<port id="3" precision="I64" names="1687,1692" />
 			</output>
 		</layer>
-		<layer id="1788" name="__module.model.layers.7.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="1661" name="__module.model.layers.7.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -26473,23 +25315,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1789" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="1662" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1612,1613,1617,1618" />
+				<port id="1" precision="I64" names="1689,1690,1694,1695" />
 			</output>
 		</layer>
-		<layer id="1790" name="Constant_254134" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1663" name="Constant_161436" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1791" name="__module.model.layers.7.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="1664" name="__module.model.layers.7.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -26503,53 +25345,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1792" name="Constant_224231" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1665" name="__module.model.layers.7.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-			</output>
-		</layer>
-		<layer id="1793" name="ScatterUpdate_224234" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="1794" name="Constant_224237" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="1666" name="__module.model.layers.7.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1795" name="Constant_224240" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1667" name="__module.model.layers.7.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1796" name="__module.model.layers.7.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1668" name="__module.model.layers.7.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -26558,17 +25378,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1619,x2.29">
+				<port id="5" precision="FP32" names="1696,x2.29">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26576,8 +25399,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1797" name="Constant_246106" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="1669" name="Constant_208080" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -26587,7 +25410,7 @@
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 			</output>
 		</layer>
-		<layer id="1798" name="__module.model.layers.7.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1670" name="__module.model.layers.7.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26604,7 +25427,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1620">
+				<port id="2" precision="FP32" names="1697">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26612,24 +25435,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1799" name="Constant_224285" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="1671" name="__module.model.layers.7.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1800" name="Constant_224290" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1672" name="__module.model.layers.7.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1673" name="__module.model.layers.7.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1801" name="__module.model.layers.7.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1674" name="__module.model.layers.7.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -26638,17 +25468,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1614">
+				<port id="5" precision="FP32" names="1691">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26656,7 +25489,7 @@
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 			</output>
 		</layer>
-		<layer id="1802" name="__module.model.layers.7.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1675" name="__module.model.layers.7.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26673,7 +25506,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1622">
+				<port id="2" precision="FP32" names="1699">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26681,101 +25514,7 @@
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 			</output>
 		</layer>
-		<layer id="1803" name="self.model.layers.7.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
-			<output>
-				<port id="0" precision="FP32" names="self.model.layers.7.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="1804" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1805" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="1806" name="__module.model.layers.7.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="FP32" names="1598,1599,1602,sin.29">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1807" name="Constant_29246" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="1808" name="__module.model.layers.7.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-				</port>
-				<port id="2" precision="I32" />
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-			<output>
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-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
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-		</layer>
-		<layer id="1809" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="1608,sin.31">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1810" name="__module.model.layers.7.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1676" name="__module.model.layers.7.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26792,7 +25531,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1700">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26800,7 +25539,7 @@
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 			</output>
 		</layer>
-		<layer id="1811" name="__module.model.layers.7.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="1677" name="__module.model.layers.7.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26817,7 +25556,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1624">
+				<port id="2" precision="FP32" names="1701">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -26825,8 +25564,125 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1812" name="self.model.layers.7.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="1154585768" size="2097152" />
+		<layer id="1678" name="Constant_231631" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="1679" name="Constant_231624" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1680" name="Constant_231626" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1681" name="Constant_231628" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1682" name="Concat_231629" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1683" name="Broadcast_231632" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1684" name="ReadValue_228374" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.7.keypresent.7.key" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="past_key_values.7.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1685" name="Constant_225086" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="1686" name="Gather_225087" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1687" name="self.model.layers.7.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="933329200" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -26835,7 +25691,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1813" name="Convert_299275" type="Convert" version="opset1">
+		<layer id="1688" name="Convert_256827" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -26852,8 +25708,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1814" name="self.model.layers.7.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="1156682920" size="16384" />
+		<layer id="1689" name="self.model.layers.7.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="935426352" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -26862,7 +25718,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1815" name="Convert_299277" type="Convert" version="opset1">
+		<layer id="1690" name="Convert_256829" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -26879,7 +25735,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1816" name="self.model.layers.7.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1691" name="self.model.layers.7.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26901,8 +25757,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1817" name="self.model.layers.7.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="1156699304" size="65536" />
+		<layer id="1692" name="self.model.layers.7.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="935442736" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -26911,7 +25767,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1818" name="self.model.layers.7.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1693" name="self.model.layers.7.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26933,15 +25789,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1819" name="Constant_299282" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="1694" name="Constant_256834" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1820" name="Reshape_299283" type="Reshape" version="opset1">
+		<layer id="1695" name="Reshape_256835" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -26960,8 +25816,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1821" name="self.model.layers.7.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1696" name="__module.model.layers.7.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -26975,7 +25834,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1822" name="__module.model.layers.7.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1697" name="__module.model.layers.7.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -26989,22 +25848,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1575,key_states.33">
+				<port id="2" precision="FP32" names="1647,key_states.33">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1823" name="Constant_255151" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="1698" name="Constant_215545" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1824" name="__module.model.layers.7.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1699" name="__module.model.layers.7.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27017,7 +25876,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1582">
+				<port id="2" precision="FP32" names="1654">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -27025,7 +25884,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1825" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="1700" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -27033,7 +25892,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1826" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1701" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27046,7 +25905,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1583,key_states.35">
+				<port id="2" precision="FP32" names="1655,k.15">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -27054,7 +25913,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1827" name="__module.model.layers.7.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1702" name="__module.model.layers.7.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27071,7 +25930,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1625">
+				<port id="2" precision="FP32" names="1702">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -27079,23 +25938,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1828" name="Constant_224334" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="1829" name="Constant_224333" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		</layer>
-		<layer id="1830" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="1703" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27111,13 +25954,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1831" name="__module.model.layers.7.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="1704" name="__module.model.layers.7.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1832" name="__module.model.layers.7.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="1705" name="__module.model.layers.7.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -27127,10 +25970,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1626,1631" />
+				<port id="3" precision="I64" names="1703,1708" />
 			</output>
 		</layer>
-		<layer id="1833" name="__module.model.layers.7.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="1706" name="__module.model.layers.7.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -27140,23 +25983,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1834" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1707" name="__module.model.layers.7.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1628,1629,1633,1634" />
+				<port id="1" precision="I64" names="1705,1706,1710,1711" />
 			</output>
 		</layer>
-		<layer id="1835" name="Constant_254136" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1708" name="Constant_161437" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1836" name="__module.model.layers.7.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="1709" name="__module.model.layers.7.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -27170,53 +26013,31 @@
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 			</output>
 		</layer>
-		<layer id="1837" name="Constant_224332" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1710" name="__module.model.layers.7.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		</layer>
-		<layer id="1838" name="ScatterUpdate_224335" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="1839" name="Constant_224338" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="1711" name="__module.model.layers.7.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1840" name="Constant_224341" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1712" name="__module.model.layers.7.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1841" name="__module.model.layers.7.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1713" name="__module.model.layers.7.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27225,17 +26046,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1712,x2.31">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -27243,8 +26067,8 @@
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 		</layer>
-		<layer id="1842" name="Constant_246107" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="1714" name="Constant_208081" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -27254,7 +26078,7 @@
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 			</output>
 		</layer>
-		<layer id="1843" name="__module.model.layers.7.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1715" name="__module.model.layers.7.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27271,7 +26095,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1636">
+				<port id="2" precision="FP32" names="1713">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -27279,24 +26103,31 @@
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 			</output>
 		</layer>
-		<layer id="1844" name="Constant_224386" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="1716" name="__module.model.layers.7.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="1845" name="Constant_224391" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1717" name="__module.model.layers.7.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1718" name="__module.model.layers.7.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="1846" name="__module.model.layers.7.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1719" name="__module.model.layers.7.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27305,17 +26136,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="1707">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -27323,7 +26157,7 @@
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 			</output>
 		</layer>
-		<layer id="1847" name="__module.model.layers.7.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1720" name="__module.model.layers.7.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27340,7 +26174,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1638">
+				<port id="2" precision="FP32" names="1715">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -27348,7 +26182,7 @@
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 			</output>
 		</layer>
-		<layer id="1848" name="__module.model.layers.7.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1721" name="__module.model.layers.7.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27365,7 +26199,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1639">
+				<port id="2" precision="FP32" names="1716">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -27373,7 +26207,7 @@
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 			</output>
 		</layer>
-		<layer id="1849" name="__module.model.layers.7.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1722" name="__module.model.layers.7.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27390,7 +26224,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1640">
+				<port id="2" precision="FP32" names="1717">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -27398,7 +26232,7 @@
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 			</output>
 		</layer>
-		<layer id="1850" name="__module.model.layers.7.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1723" name="__module.model.layers.7.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27423,7 +26257,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1851" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="1724" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27434,7 +26268,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1652,1653,1654">
+				<port id="2" precision="FP32" names="1729,1730,1731">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -27443,38 +26277,7 @@
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 			</output>
 		</layer>
-		<layer id="1852" name="Constant_254713" type="Const" version="opset1">
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-			<output>
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-		</layer>
-		<layer id="1853" name="Constant_254714" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="1854" name="Gather_254715" type="Gather" version="opset8">
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-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-		</layer>
-		<layer id="1855" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="1725" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27490,21 +26293,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1856" name="Constant_255508" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1726" name="Constant_215808" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1857" name="__module.model.layers.7.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="1727" name="__module.model.layers.7.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1858" name="__module.model.layers.7.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="1728" name="__module.model.layers.7.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -27516,34 +26319,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1646">
+				<port id="3" precision="I64" names="1723">
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 				</port>
 			</output>
 		</layer>
-		<layer id="1859" name="Constant_206003" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="1729" name="Constant_193711" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1860" name="Constant_216097" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="1730" name="Constant_199293" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1861" name="Constant_216098" type="Const" version="opset1">
+		<layer id="1731" name="Constant_199294" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1862" name="Gather_216099" type="Gather" version="opset8">
+		<layer id="1732" name="Gather_199295" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -27560,7 +26363,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1863" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="1733" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -27577,12 +26380,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="1655">
+				<port id="4" precision="I64" names="1732">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1864" name="__module.model.layers.7.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1734" name="__module.model.layers.7.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27597,7 +26400,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1656,hidden_states.223">
+				<port id="2" precision="FP32" names="1733,hidden_states.221">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -27606,15 +26409,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1865" name="Constant_255152" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="1735" name="Constant_215546" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1866" name="__module.model.layers.7.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="1736" name="__module.model.layers.7.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27629,7 +26432,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1660">
+				<port id="2" precision="FP32" names="1737,key_states.35">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -27637,13 +26440,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1867" name="Constant_292703" type="Const" version="opset1">
+		<layer id="1737" name="Constant_231618" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="1868" name="Constant_292696" type="Const" version="opset1">
+		<layer id="1738" name="Constant_231611" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -27651,7 +26454,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1869" name="Constant_292698" type="Const" version="opset1">
+		<layer id="1739" name="Constant_231613" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -27659,7 +26462,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1870" name="Constant_292700" type="Const" version="opset1">
+		<layer id="1740" name="Constant_231615" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -27667,7 +26470,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1871" name="Concat_292701" type="Concat" version="opset1">
+		<layer id="1741" name="Concat_231616" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -27689,7 +26492,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1872" name="Broadcast_292704" type="Broadcast" version="opset3">
+		<layer id="1742" name="Broadcast_231619" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -27706,7 +26509,7 @@
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 			</output>
 		</layer>
-		<layer id="1873" name="ReadValue_287269" type="ReadValue" version="opset6">
+		<layer id="1743" name="ReadValue_228376" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.7.valuepresent.7.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27725,13 +26528,13 @@
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 			</output>
 		</layer>
-		<layer id="1874" name="Constant_281803" type="Const" version="opset1">
+		<layer id="1744" name="Constant_225089" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1875" name="Gather_281804" type="Gather" version="opset8">
+		<layer id="1745" name="Gather_225090" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27754,94 +26557,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="1156764840" size="4194304" />
+		<layer id="1746" name="self.model.layers.7.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="935508272" size="2097152" />
 			<output>
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 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1877" name="Convert_299265" type="Convert" version="opset1">
+		<layer id="1747" name="Convert_256817" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="1160959144" size="1024" />
+		<layer id="1748" name="self.model.layers.7.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="937605424" size="16384" />
 			<output>
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 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
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-		<layer id="1879" name="Convert_299268" type="Convert" version="opset1">
+		<layer id="1749" name="Convert_256819" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1880" name="self.model.layers.7.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1750" name="self.model.layers.7.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1881" name="self.model.layers.7.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="1160960168" size="2048" />
+		<layer id="1751" name="self.model.layers.7.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="937621808" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1882" name="self.model.layers.7.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1752" name="self.model.layers.7.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1753" name="Constant_256824" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1754" name="Reshape_256825" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -27849,8 +26692,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1883" name="self.model.layers.7.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1755" name="__module.model.layers.7.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -27864,7 +26710,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1884" name="__module.model.layers.7.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1756" name="__module.model.layers.7.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27878,22 +26724,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1577,value_states.15">
+				<port id="2" precision="FP32" names="1649,value_states.15">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1885" name="Constant_255153" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="1757" name="Constant_215547" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1886" name="__module.model.layers.7.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1758" name="__module.model.layers.7.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27906,7 +26752,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1585">
+				<port id="2" precision="FP32" names="1657">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -27914,7 +26760,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1887" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="1759" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -27922,7 +26768,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1888" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1760" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27935,7 +26781,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1586">
+				<port id="2" precision="FP32" names="1658">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -27943,7 +26789,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1889" name="__module.model.layers.7.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="1761" name="__module.model.layers.7.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -27968,7 +26814,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1890" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="1762" name="__module.model.layers.7.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -27979,7 +26825,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1668,1669,1670">
+				<port id="2" precision="FP32" names="1745,1746,1747">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -27988,7 +26834,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1891" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="1763" name="__module.model.layers.7.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28004,21 +26850,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1892" name="Constant_255511" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1764" name="Constant_215811" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1893" name="__module.model.layers.7.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="1765" name="__module.model.layers.7.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="1894" name="__module.model.layers.7.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="1766" name="__module.model.layers.7.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -28030,34 +26876,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1662">
+				<port id="3" precision="I64" names="1739">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1895" name="Constant_206021" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="1767" name="Constant_193729" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1896" name="Constant_216107" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="1768" name="Constant_199303" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1897" name="Constant_216108" type="Const" version="opset1">
+		<layer id="1769" name="Constant_199304" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="1898" name="Gather_216109" type="Gather" version="opset8">
+		<layer id="1770" name="Gather_199305" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -28074,7 +26920,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1899" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="1771" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -28091,12 +26937,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="1671">
+				<port id="4" precision="I64" names="1748">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1900" name="__module.model.layers.7.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="1772" name="__module.model.layers.7.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28111,7 +26957,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1672,hidden_states.227">
+				<port id="2" precision="FP32" names="1749,hidden_states.225">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -28120,15 +26966,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1901" name="Constant_255154" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="1773" name="Constant_215548" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1902" name="__module.model.layers.7.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1774" name="__module.model.layers.7.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28143,7 +26989,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1676">
+				<port id="2" precision="FP32" names="1753">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -28151,7 +26997,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1903" name="__module.model.layers.7.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1775" name="__module.model.layers.7.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28180,7 +27026,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1677,attn_output.29">
+				<port id="4" precision="FP32" names="1759,attn_output.29">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -28188,7 +27034,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1904" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1776" name="__module.model.layers.7.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -28196,7 +27042,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1905" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1777" name="__module.model.layers.7.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -28209,7 +27055,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1678">
+				<port id="2" precision="FP32" names="1760">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -28217,16 +27063,70 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1906" name="Constant_255155" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="1778" name="__module.model.layers.7.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1779" name="Constant_199283" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1780" name="Constant_199284" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="1781" name="Gather_199285" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="1907" name="__module.model.layers.7.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="1782" name="__module.model.layers.7.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="1762">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1783" name="__module.model.layers.7.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -28239,15 +27139,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1681">
+				<port id="2" precision="FP32" names="1763">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="1908" name="self.model.layers.7.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1160962216" size="8388608" />
+		<layer id="1784" name="self.model.layers.7.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="937687344" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -28256,7 +27156,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1909" name="Convert_299297" type="Convert" version="opset1">
+		<layer id="1785" name="Convert_256187" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -28273,8 +27173,8 @@
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 		</layer>
-		<layer id="1910" name="self.model.layers.7.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1169350824" size="65536" />
+		<layer id="1786" name="self.model.layers.7.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="946075952" size="65536" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -28283,7 +27183,7 @@
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 		</layer>
-		<layer id="1911" name="Convert_299299" type="Convert" version="opset1">
+		<layer id="1787" name="Convert_256189" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -28300,7 +27200,7 @@
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-		<layer id="1912" name="self.model.layers.7.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1788" name="self.model.layers.7.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -28322,8 +27222,8 @@
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-		<layer id="1913" name="self.model.layers.7.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1169416360" size="262144" />
+		<layer id="1789" name="self.model.layers.7.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="946141488" size="262144" />
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -28332,7 +27232,7 @@
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 		</layer>
-		<layer id="1914" name="self.model.layers.7.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1790" name="self.model.layers.7.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -28354,7 +27254,7 @@
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 		</layer>
-		<layer id="1915" name="Constant_299304" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
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@@ -28362,7 +27262,7 @@
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-		<layer id="1916" name="Reshape_299305" type="Reshape" version="opset1">
+		<layer id="1792" name="Reshape_256195" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -28381,8 +27281,11 @@
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 			</output>
 		</layer>
-		<layer id="1917" name="self.model.layers.7.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1793" name="__module.model.layers.7.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -28396,13 +27299,13 @@
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-		<layer id="1918" name="__module.model.layers.7.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1794" name="__module.model.layers.7.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -28410,14 +27313,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1765,1767,hidden_states.227">
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-		<layer id="1919" name="__module.model.layers.7/aten::add/Add" type="Add" version="opset1">
+		<layer id="1795" name="__module.model.layers.7/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28432,15 +27335,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="1920" name="Constant_246111" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="1169678504" size="16384" />
+		<layer id="1796" name="Constant_208085" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="946403632" size="16384" />
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 				<port id="0" precision="FP32">
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@@ -28449,7 +27352,7 @@
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 		</layer>
-		<layer id="1921" name="Constant_246110" type="Const" version="opset1">
+		<layer id="1797" name="Constant_208084" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
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@@ -28459,7 +27362,7 @@
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-		<layer id="1922" name="Constant_246108" type="Const" version="opset1">
+		<layer id="1798" name="Constant_208082" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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@@ -28469,7 +27372,7 @@
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 		</layer>
-		<layer id="1923" name="__module.model.layers.7.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="1799" name="__module.model.layers.7.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28484,22 +27387,22 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1773">
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 					<dim>4096</dim>
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-		<layer id="1924" name="Constant_5653" type="Const" version="opset1">
+		<layer id="1800" name="Constant_6263" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="1692">
+				<port id="0" precision="I64" names="1774">
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 		</layer>
-		<layer id="1925" name="__module.model.layers.7.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="1801" name="__module.model.layers.7.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28512,14 +27415,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1775,variance.31">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="1926" name="Constant_246109" type="Const" version="opset1">
+		<layer id="1802" name="Constant_208083" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -28529,7 +27432,7 @@
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 			</output>
 		</layer>
-		<layer id="1927" name="__module.model.layers.7.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="1803" name="__module.model.layers.7.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28544,14 +27447,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1694">
+				<port id="2" precision="FP32" names="1776">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="1928" name="__module.model.layers.7.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="1804" name="__module.model.layers.7.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -28567,7 +27470,7 @@
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 			</output>
 		</layer>
-		<layer id="1929" name="__module.model.layers.7.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="1805" name="__module.model.layers.7.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28582,14 +27485,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1695">
+				<port id="2" precision="FP32" names="1777">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="1930" name="__module.model.layers.7.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="1806" name="__module.model.layers.7.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28604,14 +27507,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="1696,1697,hidden_states.235,hidden_states.237">
+				<port id="2" precision="FP32" names="1778,1779,hidden_states.233,hidden_states.235">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="1931" name="__module.model.layers.7.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1807" name="__module.model.layers.7.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -28626,15 +27529,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="1698,1700">
+				<port id="2" precision="FP32" names="1780,1782">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="1932" name="self.model.layers.7.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="1169694888" size="29360128" />
+		<layer id="1808" name="self.model.layers.7.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="946420016" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -28643,7 +27546,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="1933" name="Convert_299319" type="Convert" version="opset1">
+		<layer id="1809" name="Convert_255297" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -28660,8 +27563,8 @@
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 		</layer>
-		<layer id="1934" name="self.model.layers.7.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="1199055016" size="229376" />
+		<layer id="1810" name="self.model.layers.7.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="975780144" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -28670,7 +27573,7 @@
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 			</output>
 		</layer>
-		<layer id="1935" name="Convert_299321" type="Convert" version="opset1">
+		<layer id="1811" name="Convert_255299" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -28687,7 +27590,7 @@
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 			</output>
 		</layer>
-		<layer id="1936" name="self.model.layers.7.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1812" name="self.model.layers.7.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -28709,8 +27612,8 @@
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 		</layer>
-		<layer id="1937" name="self.model.layers.7.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="1199284392" size="917504" />
+		<layer id="1813" name="self.model.layers.7.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="976009520" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -28719,7 +27622,7 @@
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 			</output>
 		</layer>
-		<layer id="1938" name="self.model.layers.7.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1814" name="self.model.layers.7.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -28741,15 +27644,15 @@
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-		<layer id="1939" name="Constant_299326" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="1815" name="Constant_255304" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
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-		<layer id="1940" name="Reshape_299327" type="Reshape" version="opset1">
+		<layer id="1816" name="Reshape_255305" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -28768,8 +27671,11 @@
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 			</output>
 		</layer>
-		<layer id="1941" name="self.model.layers.7.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1817" name="__module.model.layers.7.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -28783,7 +27689,7 @@
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 		</layer>
-		<layer id="1942" name="__module.model.layers.7.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1818" name="__module.model.layers.7.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -28797,14 +27703,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>14336</dim>
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-		<layer id="1943" name="__module.model.layers.7.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="1819" name="__module.model.layers.7.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
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@@ -28813,15 +27719,15 @@
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 					<dim>14336</dim>
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-			<data element_type="u4" shape="14336, 32, 128" offset="1200201896" size="29360128" />
+		<layer id="1820" name="self.model.layers.7.mlp.up_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -28830,7 +27736,7 @@
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-		<layer id="1945" name="Convert_299308" type="Convert" version="opset1">
+		<layer id="1821" name="Convert_255287" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -28847,8 +27753,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="1229562024" size="229376" />
+		<layer id="1822" name="self.model.layers.7.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1006287152" size="229376" />
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 				<port id="0" precision="U4">
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@@ -28857,7 +27763,7 @@
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-		<layer id="1947" name="Convert_299310" type="Convert" version="opset1">
+		<layer id="1823" name="Convert_255289" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -28874,7 +27780,7 @@
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@@ -28896,8 +27802,8 @@
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@@ -28906,7 +27812,7 @@
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@@ -28928,15 +27834,15 @@
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@@ -28955,8 +27861,11 @@
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+		<layer id="1829" name="__module.model.layers.7.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -28970,7 +27879,7 @@
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@@ -28984,14 +27893,14 @@
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@@ -29006,15 +27915,15 @@
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@@ -29023,7 +27932,7 @@
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@@ -29040,8 +27949,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="1260069032" size="229376" />
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@@ -29050,7 +27959,7 @@
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@@ -29067,7 +27976,7 @@
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@@ -29089,8 +27998,8 @@
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@@ -29099,7 +28008,7 @@
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@@ -29121,15 +28030,15 @@
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+		<layer id="1839" name="Constant_255314" type="Const" version="opset1">
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-		<layer id="1964" name="Reshape_299338" type="Reshape" version="opset1">
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 			<data special_zero="false" />
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@@ -29148,8 +28057,11 @@
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+		<layer id="1841" name="__module.model.layers.7.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -29163,7 +28075,7 @@
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+		<layer id="1842" name="__module.model.layers.7.mlp.down_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -29177,14 +28089,14 @@
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+		<layer id="1844" name="Constant_208089" type="Const" version="opset1">
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@@ -29216,7 +28128,7 @@
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-		<layer id="1969" name="Constant_246114" type="Const" version="opset1">
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@@ -29226,7 +28138,7 @@
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-		<layer id="1970" name="Constant_246112" type="Const" version="opset1">
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@@ -29236,7 +28148,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -29251,22 +28163,22 @@
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-		<layer id="1972" name="Constant_5724" type="Const" version="opset1">
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@@ -29279,14 +28191,14 @@
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 			<output>
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-		<layer id="1974" name="Constant_246113" type="Const" version="opset1">
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@@ -29296,7 +28208,7 @@
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@@ -29311,14 +28223,14 @@
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@@ -29334,7 +28246,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -29349,14 +28261,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -29371,14 +28283,14 @@
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+					<dim>32</dim>
+					<dim>128</dim>
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@@ -29495,8 +28447,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -29510,7 +28465,7 @@
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@@ -29524,14 +28479,14 @@
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@@ -29539,7 +28494,7 @@
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@@ -29552,7 +28507,7 @@
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 			</input>
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@@ -29560,7 +28515,7 @@
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@@ -29568,7 +28523,7 @@
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 				<port id="0" precision="FP32">
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@@ -29581,7 +28536,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -29589,281 +28544,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -29880,7 +28561,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -29888,23 +28569,7 @@
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@@ -29979,53 +28644,31 @@
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-		<layer id="2024" name="Constant_224507" type="Const" version="opset1">
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+		<layer id="1879" name="__module.model.layers.8.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2025" name="ScatterUpdate_224510" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="2026" name="Constant_224513" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="1880" name="__module.model.layers.8.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2027" name="Constant_224516" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1881" name="__module.model.layers.8.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2028" name="__module.model.layers.8.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1882" name="__module.model.layers.8.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30034,17 +28677,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1789,x2.33">
+				<port id="5" precision="FP32" names="1876,x2.33">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -30052,8 +28698,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2029" name="Constant_246116" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="1883" name="Constant_208090" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -30063,7 +28709,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2030" name="__module.model.layers.8.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="1884" name="__module.model.layers.8.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30080,7 +28726,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1790">
+				<port id="2" precision="FP32" names="1877">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -30088,24 +28734,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2031" name="Constant_224561" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="1885" name="__module.model.layers.8.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2032" name="Constant_224566" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1886" name="__module.model.layers.8.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1887" name="__module.model.layers.8.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2033" name="__module.model.layers.8.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1888" name="__module.model.layers.8.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30114,17 +28767,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1784">
+				<port id="5" precision="FP32" names="1871">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -30132,7 +28788,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2034" name="__module.model.layers.8.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="1889" name="__module.model.layers.8.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30149,7 +28805,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1792">
+				<port id="2" precision="FP32" names="1879">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -30157,16 +28813,71 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2035" name="self.model.layers.8.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
+		<layer id="1890" name="__module.model.layers.8.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.8.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="1880">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1891" name="__module.model.layers.8.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="1881">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1892" name="Constant_231657" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="1893" name="Constant_231650" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2036" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+		<layer id="1894" name="Constant_231652" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -30174,20 +28885,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2037" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1895" name="Constant_231654" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2038" name="__module.model.layers.8.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1896" name="Concat_231655" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -30200,109 +28910,78 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1768,1769,1772,sin.33">
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2039" name="Constant_29252" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2040" name="__module.model.layers.8.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="1897" name="Broadcast_231658" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="1777">
-					<dim>-1</dim>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2041" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="1898" name="ReadValue_228378" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.8.keypresent.8.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1778,sin.35">
+				<port id="1" precision="FP32" names="past_key_values.8.key">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2042" name="__module.model.layers.8.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="1899" name="Constant_225092" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
-				<port id="2" precision="FP32" names="1793">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2043" name="__module.model.layers.8.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="1900" name="Gather_225093" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
+				<port id="1" precision="I32">
 					<dim>-1</dim>
-					<dim>128</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1794">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2044" name="self.model.layers.8.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="1278021800" size="2097152" />
+		<layer id="1901" name="self.model.layers.8.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1046673712" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -30311,7 +28990,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2045" name="Convert_299352" type="Convert" version="opset1">
+		<layer id="1902" name="Convert_256847" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -30328,8 +29007,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2046" name="self.model.layers.8.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="1280118952" size="16384" />
+		<layer id="1903" name="self.model.layers.8.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1048770864" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -30338,7 +29017,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2047" name="Convert_299354" type="Convert" version="opset1">
+		<layer id="1904" name="Convert_256849" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -30355,7 +29034,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2048" name="self.model.layers.8.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1905" name="self.model.layers.8.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30377,8 +29056,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2049" name="self.model.layers.8.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="1280135336" size="65536" />
+		<layer id="1906" name="self.model.layers.8.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1048787248" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -30387,7 +29066,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2050" name="self.model.layers.8.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1907" name="self.model.layers.8.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30409,15 +29088,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2051" name="Constant_299359" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="1908" name="Constant_256854" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2052" name="Reshape_299360" type="Reshape" version="opset1">
+		<layer id="1909" name="Reshape_256855" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -30436,8 +29115,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2053" name="self.model.layers.8.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1910" name="__module.model.layers.8.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -30451,7 +29133,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2054" name="__module.model.layers.8.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1911" name="__module.model.layers.8.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30465,22 +29147,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1745,key_states.37">
+				<port id="2" precision="FP32" names="1827,key_states.37">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2055" name="Constant_255157" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="1912" name="Constant_215550" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2056" name="__module.model.layers.8.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1913" name="__module.model.layers.8.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30493,7 +29175,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1752">
+				<port id="2" precision="FP32" names="1834">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -30501,7 +29183,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2057" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="1914" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -30509,7 +29191,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2058" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="1915" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30522,7 +29204,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1753,key_states.39">
+				<port id="2" precision="FP32" names="1835,k.17">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -30530,7 +29212,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2059" name="__module.model.layers.8.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="1916" name="__module.model.layers.8.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30547,7 +29229,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1795">
+				<port id="2" precision="FP32" names="1882">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -30555,23 +29237,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2060" name="Constant_224610" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2061" name="Constant_224609" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2062" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="1917" name="__module.model.layers.8.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30587,13 +29253,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2063" name="__module.model.layers.8.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="1918" name="__module.model.layers.8.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2064" name="__module.model.layers.8.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="1919" name="__module.model.layers.8.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -30603,10 +29269,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1796,1801" />
+				<port id="3" precision="I64" names="1883,1888" />
 			</output>
 		</layer>
-		<layer id="2065" name="__module.model.layers.8.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="1920" name="__module.model.layers.8.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -30616,23 +29282,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2066" name="__module.model.layers.8.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="1921" name="__module.model.layers.8.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1798,1799,1803,1804" />
+				<port id="1" precision="I64" names="1885,1886,1890,1891" />
 			</output>
 		</layer>
-		<layer id="2067" name="Constant_254148" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1922" name="Constant_161452" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2068" name="__module.model.layers.8.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="1923" name="__module.model.layers.8.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -30646,53 +29312,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2069" name="Constant_224608" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="1924" name="__module.model.layers.8.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2070" name="ScatterUpdate_224611" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="2071" name="Constant_224614" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="1925" name="__module.model.layers.8.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2072" name="Constant_224617" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1926" name="__module.model.layers.8.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2073" name="__module.model.layers.8.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1927" name="__module.model.layers.8.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30701,17 +29345,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1805,x2.35">
+				<port id="5" precision="FP32" names="1892,x2.35">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -30719,8 +29366,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2074" name="Constant_246117" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="1928" name="Constant_208091" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -30730,7 +29377,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2075" name="__module.model.layers.8.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="1929" name="__module.model.layers.8.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30747,7 +29394,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1806">
+				<port id="2" precision="FP32" names="1893">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -30755,24 +29402,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2076" name="Constant_224662" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="1930" name="__module.model.layers.8.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2077" name="Constant_224667" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="1931" name="__module.model.layers.8.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2078" name="__module.model.layers.8.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="1932" name="__module.model.layers.8.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1933" name="__module.model.layers.8.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30781,17 +29435,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1800">
+				<port id="5" precision="FP32" names="1887">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -30799,7 +29456,7 @@
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 			</output>
 		</layer>
-		<layer id="2079" name="__module.model.layers.8.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="1934" name="__module.model.layers.8.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30816,7 +29473,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1808">
+				<port id="2" precision="FP32" names="1895">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -30824,7 +29481,7 @@
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 			</output>
 		</layer>
-		<layer id="2080" name="__module.model.layers.8.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="1935" name="__module.model.layers.8.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30841,7 +29498,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1809">
+				<port id="2" precision="FP32" names="1896">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -30849,7 +29506,7 @@
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 			</output>
 		</layer>
-		<layer id="2081" name="__module.model.layers.8.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="1936" name="__module.model.layers.8.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30866,7 +29523,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1810">
+				<port id="2" precision="FP32" names="1897">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -30874,7 +29531,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2082" name="__module.model.layers.8.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="1937" name="__module.model.layers.8.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -30899,7 +29556,7 @@
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 			</output>
 		</layer>
-		<layer id="2083" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="1938" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -30910,7 +29567,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1822,1823,1824">
+				<port id="2" precision="FP32" names="1909,1910,1911">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -30919,38 +29576,7 @@
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 			</output>
 		</layer>
-		<layer id="2084" name="Constant_254729" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		<layer id="2085" name="Constant_254730" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="2086" name="Gather_254731" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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@@ -30966,21 +29592,21 @@
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-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1940" name="Constant_215814" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
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+		<layer id="1941" name="__module.model.layers.8.self_attn/aten::size/Constant_7" type="Const" version="opset1">
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+		<layer id="1942" name="__module.model.layers.8.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
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@@ -30992,34 +29618,34 @@
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-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="1943" name="Constant_193747" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
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-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="1944" name="Constant_199328" type="Const" version="opset1">
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 		</layer>
-		<layer id="2093" name="Constant_216133" type="Const" version="opset1">
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="2094" name="Gather_216134" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -31036,7 +29662,7 @@
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 		</layer>
-		<layer id="2095" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="1947" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -31053,12 +29679,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="1912">
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-		<layer id="2096" name="__module.model.layers.8.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="1948" name="__module.model.layers.8.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31073,7 +29699,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1913,hidden_states.251">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -31082,15 +29708,15 @@
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-		<layer id="2097" name="Constant_255158" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="1949" name="Constant_215551" type="Const" version="opset1">
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 		</layer>
-		<layer id="2098" name="__module.model.layers.8.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="1950" name="__module.model.layers.8.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -31105,7 +29731,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1917,key_states.39">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -31113,13 +29739,13 @@
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 		</layer>
-		<layer id="2099" name="Constant_292729" type="Const" version="opset1">
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 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="2100" name="Constant_292722" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -31127,7 +29753,7 @@
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 		</layer>
-		<layer id="2101" name="Constant_292724" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -31135,7 +29761,7 @@
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 			</output>
 		</layer>
-		<layer id="2102" name="Constant_292726" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -31143,7 +29769,7 @@
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 			</output>
 		</layer>
-		<layer id="2103" name="Concat_292727" type="Concat" version="opset1">
+		<layer id="1955" name="Concat_231642" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -31165,7 +29791,7 @@
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 			</output>
 		</layer>
-		<layer id="2104" name="Broadcast_292730" type="Broadcast" version="opset3">
+		<layer id="1956" name="Broadcast_231645" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -31182,7 +29808,7 @@
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 			</output>
 		</layer>
-		<layer id="2105" name="ReadValue_287273" type="ReadValue" version="opset6">
+		<layer id="1957" name="ReadValue_228380" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.8.valuepresent.8.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31201,13 +29827,13 @@
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 			</output>
 		</layer>
-		<layer id="2106" name="Constant_281809" type="Const" version="opset1">
+		<layer id="1958" name="Constant_225095" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
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 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="2107" name="Gather_281810" type="Gather" version="opset8">
+		<layer id="1959" name="Gather_225096" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31230,94 +29856,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="1280200872" size="4194304" />
+		<layer id="1960" name="self.model.layers.8.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1048852784" size="2097152" />
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="2109" name="Convert_299342" type="Convert" version="opset1">
+		<layer id="1961" name="Convert_256837" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="1284395176" size="1024" />
+		<layer id="1962" name="self.model.layers.8.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1050949936" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2111" name="Convert_299345" type="Convert" version="opset1">
+		<layer id="1963" name="Convert_256839" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2112" name="self.model.layers.8.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="1964" name="self.model.layers.8.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="1284396200" size="2048" />
+		<layer id="1965" name="self.model.layers.8.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1050966320" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2114" name="self.model.layers.8.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="1966" name="self.model.layers.8.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1967" name="Constant_256844" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1968" name="Reshape_256845" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -31325,8 +29991,11 @@
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 			</output>
 		</layer>
-		<layer id="2115" name="self.model.layers.8.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="1969" name="__module.model.layers.8.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -31340,7 +30009,7 @@
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 		</layer>
-		<layer id="2116" name="__module.model.layers.8.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="1970" name="__module.model.layers.8.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31354,22 +30023,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1747,value_states.17">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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-		<layer id="2117" name="Constant_255159" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="1971" name="Constant_215552" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2118" name="__module.model.layers.8.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="1972" name="__module.model.layers.8.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31382,7 +30051,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1837">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -31390,7 +30059,7 @@
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-		<layer id="2119" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="139917144" size="16" />
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 				<port id="0" precision="I32">
@@ -31398,7 +30067,7 @@
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 		</layer>
-		<layer id="2120" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="1974" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -31411,7 +30080,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1838">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -31419,7 +30088,7 @@
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-		<layer id="2121" name="__module.model.layers.8.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -31444,7 +30113,7 @@
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-		<layer id="2122" name="__module.model.layers.8.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -31455,7 +30124,7 @@
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 			<output>
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 					<dim>8</dim>
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@@ -31464,7 +30133,7 @@
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@@ -31480,21 +30149,21 @@
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-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="1978" name="Constant_215817" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
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 		</layer>
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+		<layer id="1979" name="__module.model.layers.8.self_attn/aten::size/Constant_11" type="Const" version="opset1">
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+		<layer id="1980" name="__module.model.layers.8.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
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@@ -31506,34 +30175,34 @@
 				<port id="2" precision="I32" />
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 			<output>
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+				<port id="3" precision="I64" names="1919">
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-		<layer id="2127" name="Constant_206057" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="1981" name="Constant_193765" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
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 				<port id="0" precision="I64">
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-		<layer id="2128" name="Constant_216142" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="1982" name="Constant_199338" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2129" name="Constant_216143" type="Const" version="opset1">
+		<layer id="1983" name="Constant_199339" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="2130" name="Gather_216144" type="Gather" version="opset8">
+		<layer id="1984" name="Gather_199340" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -31550,7 +30219,7 @@
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 			</output>
 		</layer>
-		<layer id="2131" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="1985" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -31567,12 +30236,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="1928">
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 		</layer>
-		<layer id="2132" name="__module.model.layers.8.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="1986" name="__module.model.layers.8.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31587,7 +30256,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1929,hidden_states.255">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -31596,15 +30265,15 @@
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 		</layer>
-		<layer id="2133" name="Constant_255160" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="1987" name="Constant_215553" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2134" name="__module.model.layers.8.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="1988" name="__module.model.layers.8.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -31619,7 +30288,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1933">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -31627,7 +30296,7 @@
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 		</layer>
-		<layer id="2135" name="__module.model.layers.8.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="1989" name="__module.model.layers.8.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31656,7 +30325,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1847,attn_output.33">
+				<port id="4" precision="FP32" names="1939,attn_output.33">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -31664,7 +30333,7 @@
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 		</layer>
-		<layer id="2136" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="1990" name="__module.model.layers.8.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -31672,7 +30341,7 @@
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 			</output>
 		</layer>
-		<layer id="2137" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="1991" name="__module.model.layers.8.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -31685,7 +30354,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1940">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -31693,16 +30362,70 @@
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 		</layer>
-		<layer id="2138" name="Constant_255161" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="1992" name="__module.model.layers.8.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1993" name="Constant_199318" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1994" name="Constant_199319" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="1995" name="Gather_199320" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
 			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="1996" name="__module.model.layers.8.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="1942">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2139" name="__module.model.layers.8.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="1997" name="__module.model.layers.8.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -31715,101 +30438,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1851">
+				<port id="2" precision="FP32" names="1943">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2140" name="self.model.layers.8.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="1284398248" size="16777216" />
+		<layer id="1998" name="self.model.layers.8.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1051031856" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2141" name="Convert_299375" type="Convert" version="opset1">
+		<layer id="1999" name="Convert_256207" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2142" name="self.model.layers.8.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="1301175464" size="4096" />
+		<layer id="2000" name="self.model.layers.8.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1059420464" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2143" name="Convert_299378" type="Convert" version="opset1">
+		<layer id="2001" name="Convert_256209" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2144" name="self.model.layers.8.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2002" name="self.model.layers.8.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2145" name="self.model.layers.8.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="1301179560" size="8192" />
+		<layer id="2003" name="self.model.layers.8.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1059486000" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2146" name="self.model.layers.8.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2004" name="self.model.layers.8.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2005" name="Constant_256214" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="139917104" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2006" name="Reshape_256215" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -31817,8 +30580,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2147" name="self.model.layers.8.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2007" name="__module.model.layers.8.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -31832,13 +30598,13 @@
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 			</output>
 		</layer>
-		<layer id="2148" name="__module.model.layers.8.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2008" name="__module.model.layers.8.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -31846,14 +30612,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1853,1855,hidden_states.259">
+				<port id="2" precision="FP32" names="1945,1947,hidden_states.257">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="2149" name="__module.model.layers.8/aten::add/Add" type="Add" version="opset1">
+		<layer id="2009" name="__module.model.layers.8/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -31868,15 +30634,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1858,1860,1871,hidden_states.261,hidden_states.263">
+				<port id="2" precision="FP32" names="1950,1952,1963,hidden_states.259,hidden_states.261">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
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 		</layer>
-		<layer id="2150" name="Constant_246121" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="1301187752" size="16384" />
+		<layer id="2010" name="Constant_208095" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1059748144" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -31885,7 +30651,7 @@
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 			</output>
 		</layer>
-		<layer id="2151" name="Constant_246120" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -31895,7 +30661,7 @@
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 			</output>
 		</layer>
-		<layer id="2152" name="Constant_246118" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -31905,7 +30671,7 @@
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 		</layer>
-		<layer id="2153" name="__module.model.layers.8.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="2013" name="__module.model.layers.8.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -31920,22 +30686,22 @@
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+				<port id="2" precision="FP32" names="1953">
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 		</layer>
-		<layer id="2154" name="Constant_6329" type="Const" version="opset1">
+		<layer id="2014" name="Constant_7011" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
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+				<port id="0" precision="I64" names="1954">
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-		<layer id="2155" name="__module.model.layers.8.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2015" name="__module.model.layers.8.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
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@@ -31948,14 +30714,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1955,variance.35">
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 		</layer>
-		<layer id="2156" name="Constant_246119" type="Const" version="opset1">
+		<layer id="2016" name="Constant_208093" type="Const" version="opset1">
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@@ -31965,7 +30731,7 @@
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-		<layer id="2157" name="__module.model.layers.8.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="2017" name="__module.model.layers.8.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -31980,14 +30746,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="1956">
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-		<layer id="2158" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2018" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -32003,7 +30769,7 @@
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 			</output>
 		</layer>
-		<layer id="2159" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2019" name="__module.model.layers.8.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -32018,14 +30784,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="1957">
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 		</layer>
-		<layer id="2160" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2020" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32040,14 +30806,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1866,1867,hidden_states.265,hidden_states.267">
+				<port id="2" precision="FP32" names="1958,1959,hidden_states.263,hidden_states.265">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="2161" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2021" name="__module.model.layers.8.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -32062,15 +30828,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1868,1870">
+				<port id="2" precision="FP32" names="1960,1962">
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 					<dim>4096</dim>
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 		</layer>
-		<layer id="2162" name="self.model.layers.8.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="1301204136" size="29360128" />
+		<layer id="2022" name="self.model.layers.8.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1059764528" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
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@@ -32079,7 +30845,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2163" name="Convert_299396" type="Convert" version="opset1">
+		<layer id="2023" name="Convert_255327" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -32096,8 +30862,8 @@
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 			</output>
 		</layer>
-		<layer id="2164" name="self.model.layers.8.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="1330564264" size="229376" />
+		<layer id="2024" name="self.model.layers.8.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1089124656" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -32106,7 +30872,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2165" name="Convert_299398" type="Convert" version="opset1">
+		<layer id="2025" name="Convert_255329" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -32123,7 +30889,7 @@
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 			</output>
 		</layer>
-		<layer id="2166" name="self.model.layers.8.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2026" name="self.model.layers.8.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32145,8 +30911,8 @@
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 			</output>
 		</layer>
-		<layer id="2167" name="self.model.layers.8.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="1330793640" size="917504" />
+		<layer id="2027" name="self.model.layers.8.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1089354032" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -32155,7 +30921,7 @@
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 			</output>
 		</layer>
-		<layer id="2168" name="self.model.layers.8.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2028" name="self.model.layers.8.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32177,15 +30943,15 @@
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 			</output>
 		</layer>
-		<layer id="2169" name="Constant_299403" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="2029" name="Constant_255334" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
 			<output>
 				<port id="0" precision="I32">
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 				</port>
 			</output>
 		</layer>
-		<layer id="2170" name="Reshape_299404" type="Reshape" version="opset1">
+		<layer id="2030" name="Reshape_255335" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -32204,8 +30970,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2171" name="self.model.layers.8.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2031" name="__module.model.layers.8.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -32219,7 +30988,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2172" name="__module.model.layers.8.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2032" name="__module.model.layers.8.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32233,14 +31002,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1876,input.17">
+				<port id="2" precision="FP32" names="1968,input.17">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
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 		</layer>
-		<layer id="2173" name="__module.model.layers.8.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="2033" name="__module.model.layers.8.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -32249,101 +31018,141 @@
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 			</input>
 			<output>
-				<port id="1" precision="FP32" names="1877">
+				<port id="1" precision="FP32" names="1969">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 			</output>
 		</layer>
-		<layer id="2174" name="self.model.layers.8.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="14336, 4096" offset="1331711144" size="58720256" />
+		<layer id="2034" name="self.model.layers.8.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1090271536" size="29360128" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2175" name="Convert_299386" type="Convert" version="opset1">
+		<layer id="2035" name="Convert_255317" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2176" name="self.model.layers.8.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="14336, 1" offset="1390431400" size="14336" />
+		<layer id="2036" name="self.model.layers.8.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1119631664" size="229376" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2177" name="Convert_299389" type="Convert" version="opset1">
+		<layer id="2037" name="Convert_255319" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2178" name="self.model.layers.8.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2038" name="self.model.layers.8.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2179" name="self.model.layers.8.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 1" offset="1390445736" size="28672" />
+		<layer id="2039" name="self.model.layers.8.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1119861040" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2180" name="self.model.layers.8.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2040" name="self.model.layers.8.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2041" name="Constant_255324" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2042" name="Reshape_255325" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
@@ -32351,8 +31160,11 @@
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 			</output>
 		</layer>
-		<layer id="2181" name="self.model.layers.8.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2043" name="__module.model.layers.8.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -32366,7 +31178,7 @@
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 		</layer>
-		<layer id="2182" name="__module.model.layers.8.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2044" name="__module.model.layers.8.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32380,14 +31192,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1879">
+				<port id="2" precision="FP32" names="1971">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 		</layer>
-		<layer id="2183" name="__module.model.layers.8.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2045" name="__module.model.layers.8.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -32402,15 +31214,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1880">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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-		<layer id="2184" name="self.model.layers.8.mlp.down_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 128" offset="1390474408" size="29360128" />
+		<layer id="2046" name="self.model.layers.8.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 128" offset="1120778544" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -32419,7 +31231,7 @@
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 			</output>
 		</layer>
-		<layer id="2185" name="Convert_299407" type="Convert" version="opset1">
+		<layer id="2047" name="Convert_255337" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -32436,8 +31248,8 @@
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 			</output>
 		</layer>
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@@ -32446,7 +31258,7 @@
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@@ -32463,7 +31275,7 @@
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@@ -32485,8 +31297,8 @@
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@@ -32495,7 +31307,7 @@
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@@ -32517,15 +31329,15 @@
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@@ -32544,8 +31356,11 @@
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+		<layer id="2055" name="__module.model.layers.8.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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@@ -32559,7 +31374,7 @@
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@@ -32622,7 +31437,7 @@
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+		<layer id="2060" name="__module.model.layers.9.input_layernorm/aten::pow/Power" type="Power" version="opset1">
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@@ -32665,14 +31480,14 @@
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@@ -32682,7 +31497,7 @@
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@@ -32720,7 +31535,7 @@
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-		<layer id="2204" name="__module.model.layers.9.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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+		<layer id="2067" name="__module.model.layers.9.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
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-		<layer id="2208" name="Convert_299419" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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-			<data element_type="u8" shape="1024, 1" offset="1425175720" size="1024" />
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-		<layer id="2210" name="Convert_299422" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			<data auto_broadcast="numpy" />
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 				<port id="1" precision="FP16">
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 				<port id="0" precision="FP16">
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 			<data auto_broadcast="numpy" />
 			<input>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
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+		</layer>
+		<layer id="2076" name="Constant_256864" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
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+				<port id="0" precision="I32">
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+		</layer>
+		<layer id="2077" name="Reshape_256865" type="Reshape" version="opset1">
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+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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@@ -32881,8 +31736,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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@@ -32896,7 +31754,7 @@
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@@ -32967,7 +31825,7 @@
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+				<port id="2" precision="FP32" names="2018">
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 					<dim>-1</dim>
@@ -32975,7 +31833,7 @@
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 		</layer>
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+		<layer id="2084" name="__module.model.layers.9.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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@@ -33000,13 +31858,13 @@
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 		</layer>
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@@ -33014,7 +31872,7 @@
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 		</layer>
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@@ -33022,7 +31880,7 @@
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-		<layer id="2225" name="Constant_292752" type="Const" version="opset1">
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@@ -33030,7 +31888,7 @@
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 		</layer>
-		<layer id="2226" name="Concat_292753" type="Concat" version="opset1">
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@@ -33052,7 +31910,7 @@
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-		<layer id="2227" name="Broadcast_292756" type="Broadcast" version="opset3">
+		<layer id="2091" name="Broadcast_231671" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -33069,7 +31927,7 @@
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 			</output>
 		</layer>
-		<layer id="2228" name="ReadValue_287275" type="ReadValue" version="opset6">
+		<layer id="2092" name="ReadValue_228382" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.9.keypresent.9.key" variable_type="f32" variable_shape="?,8,?,128" />
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 				<port id="0" precision="FP32">
@@ -33088,13 +31946,13 @@
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 			</output>
 		</layer>
-		<layer id="2229" name="Constant_281812" type="Const" version="opset1">
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-		<layer id="2230" name="Gather_281813" type="Gather" version="opset8">
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 			<input>
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@@ -33117,94 +31975,134 @@
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-			<data element_type="u8" shape="1024, 4096" offset="1425178792" size="4194304" />
+		<layer id="2095" name="self.model.layers.9.self_attn.k_proj.weight" type="Const" version="opset1">
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+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
-		<layer id="2232" name="Convert_299430" type="Convert" version="opset1">
+		<layer id="2096" name="Convert_256867" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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-			<data element_type="u8" shape="1024, 1" offset="1429373096" size="1024" />
+		<layer id="2097" name="self.model.layers.9.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1155561776" size="16384" />
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 					<dim>1024</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="2234" name="Convert_299433" type="Convert" version="opset1">
+		<layer id="2098" name="Convert_256869" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2235" name="self.model.layers.9.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2099" name="self.model.layers.9.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="1429374120" size="2048" />
+		<layer id="2100" name="self.model.layers.9.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1155578160" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2237" name="self.model.layers.9.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2101" name="self.model.layers.9.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2102" name="Constant_256874" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="2103" name="Reshape_256875" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -33212,8 +32110,11 @@
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 			</output>
 		</layer>
-		<layer id="2238" name="self.model.layers.9.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2104" name="__module.model.layers.9.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -33227,7 +32128,7 @@
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 			</output>
 		</layer>
-		<layer id="2239" name="__module.model.layers.9.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2105" name="__module.model.layers.9.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33241,22 +32142,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
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+		<layer id="2106" name="Constant_215555" type="Const" version="opset1">
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 		</layer>
-		<layer id="2241" name="__module.model.layers.9.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2107" name="__module.model.layers.9.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33269,7 +32170,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2014">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -33277,7 +32178,7 @@
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 		</layer>
-		<layer id="2242" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2108" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -33285,7 +32186,7 @@
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 			</output>
 		</layer>
-		<layer id="2243" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2109" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33298,7 +32199,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2015,k.19">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -33306,164 +32207,7 @@
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 		</layer>
-		<layer id="2244" name="self.model.layers.9.self_attn.rotary_emb.cos_cached" type="Const" version="opset1">
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-				<port id="0" precision="FP32" names="self.model.layers.9.self_attn.rotary_emb.cos_cached">
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-					<dim>128</dim>
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-		<layer id="2245" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Unsqueeze" type="Const" version="opset1">
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-		<layer id="2246" name="ShapeOf_254739" type="ShapeOf" version="opset3">
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-		<layer id="2248" name="Constant_254741" type="Const" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -33480,7 +32224,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -33488,23 +32232,7 @@
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-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		</layer>
-		<layer id="2258" name="Constant_224885" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		</layer>
-		<layer id="2259" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="2111" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33520,13 +32248,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2260" name="__module.model.layers.9.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="2112" name="__module.model.layers.9.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2261" name="__module.model.layers.9.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="2113" name="__module.model.layers.9.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -33536,10 +32264,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1966,1971" />
+				<port id="3" precision="I64" names="2063,2068" />
 			</output>
 		</layer>
-		<layer id="2262" name="__module.model.layers.9.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="2114" name="__module.model.layers.9.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -33549,23 +32277,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2263" name="__module.model.layers.9.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="2115" name="__module.model.layers.9.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1968,1969,1973,1974" />
+				<port id="1" precision="I64" names="2065,2066,2070,2071" />
 			</output>
 		</layer>
-		<layer id="2264" name="Constant_254160" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2116" name="Constant_161467" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2265" name="__module.model.layers.9.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="2117" name="__module.model.layers.9.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -33579,53 +32307,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2266" name="Constant_224884" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2118" name="__module.model.layers.9.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2267" name="ScatterUpdate_224887" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="2268" name="Constant_224890" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="2119" name="__module.model.layers.9.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2269" name="Constant_224893" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2120" name="__module.model.layers.9.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2270" name="__module.model.layers.9.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2121" name="__module.model.layers.9.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33634,17 +32340,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1975,x2.39">
+				<port id="5" precision="FP32" names="2072,x2.39">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -33652,8 +32361,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2271" name="Constant_246127" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="2122" name="Constant_208101" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -33663,7 +32372,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2272" name="__module.model.layers.9.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2123" name="__module.model.layers.9.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33680,7 +32389,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1976">
+				<port id="2" precision="FP32" names="2073">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -33688,24 +32397,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2273" name="Constant_224938" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="2124" name="__module.model.layers.9.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2274" name="Constant_224943" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2125" name="__module.model.layers.9.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2275" name="__module.model.layers.9.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2126" name="__module.model.layers.9.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2127" name="__module.model.layers.9.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33714,17 +32430,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1970">
+				<port id="5" precision="FP32" names="2067">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -33732,7 +32451,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2276" name="__module.model.layers.9.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2128" name="__module.model.layers.9.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -33749,7 +32468,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1978">
+				<port id="2" precision="FP32" names="2075">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -33757,102 +32476,58 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2277" name="self.model.layers.9.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
-			<output>
-				<port id="0" precision="FP32" names="self.model.layers.9.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2278" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2279" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2280" name="__module.model.layers.9.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2129" name="__module.model.layers.9.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="FP32" names="1938,1939,1942,sin.37">
 					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2281" name="Constant_29258" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2282" name="__module.model.layers.9.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="FP32">
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I32">
+				<port id="1" precision="FP32">
 					<dim>-1</dim>
+					<dim>1</dim>
 					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="1947">
+				<port id="2" precision="FP32" names="2076">
 					<dim>-1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2283" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="2130" name="__module.model.layers.9.self_attn/aten::add/Add_1" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1948,sin.39">
+				<port id="2" precision="FP32" names="2077">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2284" name="__module.model.layers.9.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="2131" name="__module.model.layers.9.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33862,13 +32537,13 @@
 				</port>
 				<port id="1" precision="FP32">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1979">
+				<port id="2" precision="FP32" names="present.9.key">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -33876,24 +32551,87 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2285" name="__module.model.layers.9.self_attn/aten::add/Add_1" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="2143" name="Constant_231683" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="2144" name="Constant_231676" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2145" name="Constant_231678" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2146" name="Constant_231680" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2147" name="Concat_231681" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2148" name="Broadcast_231684" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
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+			<output>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
+			</output>
+		</layer>
+		<layer id="2149" name="ReadValue_228360" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.31.valuepresent.31.value" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
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+					<dim>0</dim>
 					<dim>128</dim>
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 			</input>
 			<output>
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+				<port id="1" precision="FP32" names="past_key_values.31.value">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -33901,8 +32639,14 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2286" name="__module.model.layers.9.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
-			<data axis="-2" />
+		<layer id="2150" name="Constant_225233" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2151" name="Gather_225234" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -33910,15 +32654,13 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>8</dim>
+				<port id="1" precision="I32">
 					<dim>-1</dim>
-					<dim>128</dim>
 				</port>
+				<port id="2" precision="I32" />
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 			<output>
-				<port id="2" precision="FP32" names="present.9.key">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -33926,8 +32668,8 @@
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 			</output>
 		</layer>
-		<layer id="2298" name="Constant_246345" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="1429376168" size="16384" />
+		<layer id="2152" name="Constant_208319" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1155643696" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -33936,8 +32678,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2299" name="self.model.layers.9.self_attn.q_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1429392552" size="8388608" />
+		<layer id="2153" name="self.model.layers.9.self_attn.q_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1155660080" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -33946,7 +32688,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2300" name="Convert_299440" type="Convert" version="opset1">
+		<layer id="2154" name="Convert_256217" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -33963,8 +32705,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2301" name="self.model.layers.9.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1437781160" size="65536" />
+		<layer id="2155" name="self.model.layers.9.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1164048688" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -33973,7 +32715,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2302" name="Convert_299442" type="Convert" version="opset1">
+		<layer id="2156" name="Convert_256219" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -33990,7 +32732,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2303" name="self.model.layers.9.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2157" name="self.model.layers.9.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -34012,8 +32754,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2304" name="self.model.layers.9.self_attn.q_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1437846696" size="262144" />
+		<layer id="2158" name="self.model.layers.9.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1164114224" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -34022,7 +32764,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2305" name="self.model.layers.9.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2159" name="self.model.layers.9.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -34044,7 +32786,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2306" name="Constant_299447" type="Const" version="opset1">
+		<layer id="2160" name="Constant_256224" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -34052,7 +32794,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2307" name="Reshape_299448" type="Reshape" version="opset1">
+		<layer id="2161" name="Reshape_256225" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -34071,8 +32813,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2308" name="self.model.layers.9.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2162" name="__module.model.layers.9.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -34086,7 +32831,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2309" name="__module.model.layers.9.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2163" name="__module.model.layers.9.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34100,14 +32845,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1913,query_states.19">
+				<port id="2" precision="FP32" names="2005,query_states.19">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2310" name="Constant_255162" type="Const" version="opset1">
+		<layer id="2164" name="Constant_215554" type="Const" version="opset1">
 			<data element_type="i64" shape="4" offset="139917112" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -34115,7 +32860,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2311" name="__module.model.layers.9.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="2165" name="__module.model.layers.9.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34128,7 +32873,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1919">
+				<port id="2" precision="FP32" names="2011">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -34136,7 +32881,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2312" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="2166" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -34144,7 +32889,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2313" name="__module.model.layers.9.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="2167" name="__module.model.layers.9.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -34157,7 +32902,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1920,q.19">
+				<port id="2" precision="FP32" names="2012,q.19">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -34165,7 +32910,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2314" name="__module.model.layers.9.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2168" name="__module.model.layers.9.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34182,7 +32927,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1949">
+				<port id="2" precision="FP32" names="2046">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -34190,23 +32935,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2315" name="Constant_224785" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2316" name="Constant_224784" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2317" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2169" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34222,13 +32951,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2318" name="__module.model.layers.9.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="2170" name="__module.model.layers.9.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2319" name="__module.model.layers.9.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2171" name="__module.model.layers.9.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -34238,10 +32967,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="1950,1955" />
+				<port id="3" precision="I64" names="2047,2052" />
 			</output>
 		</layer>
-		<layer id="2320" name="__module.model.layers.9.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2172" name="__module.model.layers.9.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -34251,23 +32980,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2321" name="__module.model.layers.9.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2173" name="__module.model.layers.9.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="1952,1953,1957,1958" />
+				<port id="1" precision="I64" names="2049,2050,2054,2055" />
 			</output>
 		</layer>
-		<layer id="2322" name="Constant_254158" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2174" name="Constant_161466" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2323" name="__module.model.layers.9.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="2175" name="__module.model.layers.9.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -34281,53 +33010,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2324" name="Constant_224783" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2176" name="__module.model.layers.9.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2325" name="ScatterUpdate_224786" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="2326" name="Constant_224789" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="2177" name="__module.model.layers.9.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2327" name="Constant_224792" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2178" name="__module.model.layers.9.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2328" name="__module.model.layers.9.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2179" name="__module.model.layers.9.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -34336,17 +33043,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="1959,x2.37">
+				<port id="5" precision="FP32" names="2056,x2.37">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -34354,8 +33064,8 @@
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 			</output>
 		</layer>
-		<layer id="2329" name="Constant_246126" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="2180" name="Constant_208100" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -34365,7 +33075,7 @@
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 			</output>
 		</layer>
-		<layer id="2330" name="__module.model.layers.9.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2181" name="__module.model.layers.9.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34382,7 +33092,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="1960">
+				<port id="2" precision="FP32" names="2057">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -34390,24 +33100,31 @@
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 			</output>
 		</layer>
-		<layer id="2331" name="Constant_224837" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="2182" name="__module.model.layers.9.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2332" name="Constant_224842" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2183" name="__module.model.layers.9.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="2184" name="__module.model.layers.9.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="2185" name="__module.model.layers.9.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -34416,17 +33133,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 					<dim>32</dim>
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@@ -34434,7 +33154,7 @@
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+		<layer id="2186" name="__module.model.layers.9.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
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@@ -34451,7 +33171,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2059">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -34459,7 +33179,7 @@
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 		</layer>
-		<layer id="2335" name="__module.model.layers.9.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2187" name="__module.model.layers.9.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -34476,7 +33196,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2060">
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 					<dim>32</dim>
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@@ -34484,7 +33204,7 @@
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 		</layer>
-		<layer id="2336" name="__module.model.layers.9.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="2188" name="__module.model.layers.9.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -34501,7 +33221,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2061">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -34509,7 +33229,7 @@
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 		</layer>
-		<layer id="2337" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="2189" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -34520,7 +33240,7 @@
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 			<output>
-				<port id="2" precision="FP32" names="1992,1993,1994">
+				<port id="2" precision="FP32" names="2089,2090,2091">
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 					<dim>8</dim>
 					<dim>1</dim>
@@ -34529,38 +33249,7 @@
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 		</layer>
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-		<layer id="2340" name="Gather_254747" type="Gather" version="opset8">
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-		<layer id="2341" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="2190" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34576,21 +33265,21 @@
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 			</output>
 		</layer>
-		<layer id="2342" name="Constant_255526" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2191" name="Constant_215820" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2343" name="__module.model.layers.9.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="2192" name="__module.model.layers.9.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
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 		</layer>
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+		<layer id="2193" name="__module.model.layers.9.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -34602,34 +33291,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="2083">
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 		</layer>
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-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="2194" name="Constant_193783" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="2195" name="Constant_199363" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
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 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="2347" name="Constant_216168" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2348" name="Gather_216169" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -34646,7 +33335,7 @@
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 			</output>
 		</layer>
-		<layer id="2349" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="2198" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -34663,12 +33352,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="2092">
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 			</output>
 		</layer>
-		<layer id="2350" name="__module.model.layers.9.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="2199" name="__module.model.layers.9.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34683,7 +33372,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -34692,15 +33381,15 @@
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 			</output>
 		</layer>
-		<layer id="2351" name="Constant_255164" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="2200" name="Constant_215556" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2352" name="__module.model.layers.9.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="2201" name="__module.model.layers.9.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34715,7 +33404,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2097,key_states.43">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -34723,7 +33412,7 @@
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 			</output>
 		</layer>
-		<layer id="2353" name="__module.model.layers.9.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -34734,7 +33423,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2008,2009,2010">
+				<port id="2" precision="FP32" names="2105,2106,2107">
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 					<dim>8</dim>
 					<dim>1</dim>
@@ -34743,7 +33432,7 @@
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 			</output>
 		</layer>
-		<layer id="2354" name="__module.model.layers.9.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34759,21 +33448,21 @@
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2204" name="Constant_215823" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="2356" name="__module.model.layers.9.self_attn/aten::size/Constant_13" type="Const" version="opset1">
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 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="2357" name="__module.model.layers.9.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="2206" name="__module.model.layers.9.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -34785,34 +33474,34 @@
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 			<output>
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+				<port id="3" precision="I64" names="2099">
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 		</layer>
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-			<data element_type="i64" shape="1" offset="175650828" size="8" />
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+			<data element_type="i64" shape="1" offset="142096576" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
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-			<data element_type="i64" shape="2" offset="175650836" size="16" />
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+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2360" name="Constant_216178" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="2361" name="Gather_216179" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -34829,7 +33518,7 @@
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 			</output>
 		</layer>
-		<layer id="2362" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="2211" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -34846,12 +33535,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="2108">
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 		</layer>
-		<layer id="2363" name="__module.model.layers.9.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="2212" name="__module.model.layers.9.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34866,7 +33555,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -34875,15 +33564,15 @@
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 		</layer>
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-			<data element_type="i64" shape="4" offset="175650852" size="32" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2365" name="__module.model.layers.9.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34898,7 +33587,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -34906,7 +33595,7 @@
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-		<layer id="2366" name="__module.model.layers.9.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
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 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -34935,7 +33624,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -34943,7 +33632,7 @@
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 			</output>
 		</layer>
-		<layer id="2367" name="__module.model.layers.9.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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 			<data element_type="i32" shape="4" offset="139917144" size="16" />
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 				<port id="0" precision="I32">
@@ -34951,7 +33640,7 @@
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 			</output>
 		</layer>
-		<layer id="2368" name="__module.model.layers.9.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -34964,7 +33653,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -34972,16 +33661,70 @@
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-		<layer id="2369" name="Constant_255167" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="2218" name="__module.model.layers.9.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2219" name="Constant_199353" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2220" name="Constant_199354" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="2221" name="Gather_199355" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2370" name="__module.model.layers.9.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="2222" name="__module.model.layers.9.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+			</input>
+			<output>
+				<port id="2" precision="I64" names="2122">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2223" name="__module.model.layers.9.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -34994,101 +33737,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2021">
+				<port id="2" precision="FP32" names="2123">
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 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="4096, 4096" offset="1438108840" size="16777216" />
+		<layer id="2224" name="self.model.layers.9.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1164376368" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2372" name="Convert_299452" type="Convert" version="opset1">
+		<layer id="2225" name="Convert_256227" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2373" name="self.model.layers.9.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="1454886056" size="4096" />
+		<layer id="2226" name="self.model.layers.9.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1172764976" size="65536" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2374" name="Convert_299455" type="Convert" version="opset1">
+		<layer id="2227" name="Convert_256229" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2375" name="self.model.layers.9.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2228" name="self.model.layers.9.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2376" name="self.model.layers.9.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="1454890152" size="8192" />
+		<layer id="2229" name="self.model.layers.9.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1172830512" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2377" name="self.model.layers.9.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2230" name="self.model.layers.9.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2231" name="Constant_256234" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="139917104" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2232" name="Reshape_256235" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -35096,8 +33879,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2378" name="self.model.layers.9.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2233" name="__module.model.layers.9.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -35111,13 +33897,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2379" name="__module.model.layers.9.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2234" name="__module.model.layers.9.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -35125,14 +33911,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2023,2025,hidden_states.289">
+				<port id="2" precision="FP32" names="2125,2127,hidden_states.287">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2380" name="__module.model.layers.9/aten::add/Add" type="Add" version="opset1">
+		<layer id="2235" name="__module.model.layers.9/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35147,15 +33933,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2028,2030,2041,hidden_states.291,hidden_states.293">
+				<port id="2" precision="FP32" names="2130,2132,2143,hidden_states.289,hidden_states.291">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="2381" name="Constant_246131" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="1454898344" size="16384" />
+		<layer id="2236" name="Constant_208105" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1173092656" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -35164,7 +33950,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2382" name="Constant_246130" type="Const" version="opset1">
+		<layer id="2237" name="Constant_208104" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -35174,7 +33960,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2383" name="Constant_246128" type="Const" version="opset1">
+		<layer id="2238" name="Constant_208102" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -35184,7 +33970,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2384" name="__module.model.layers.9.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="2239" name="__module.model.layers.9.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35199,22 +33985,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2031">
+				<port id="2" precision="FP32" names="2133">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="2385" name="Constant_7005" type="Const" version="opset1">
+		<layer id="2240" name="Constant_7759" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="2032">
+				<port id="0" precision="I64" names="2134">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2386" name="__module.model.layers.9.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2241" name="__module.model.layers.9.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35227,14 +34013,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2033,variance.39">
+				<port id="2" precision="FP32" names="2135,variance.39">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2387" name="Constant_246129" type="Const" version="opset1">
+		<layer id="2242" name="Constant_208103" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -35244,7 +34030,7 @@
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 			</output>
 		</layer>
-		<layer id="2388" name="__module.model.layers.9.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="2243" name="__module.model.layers.9.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35259,14 +34045,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2034">
+				<port id="2" precision="FP32" names="2136">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="2389" name="__module.model.layers.9.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2244" name="__module.model.layers.9.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -35282,7 +34068,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2390" name="__module.model.layers.9.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2245" name="__module.model.layers.9.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35297,14 +34083,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2035">
+				<port id="2" precision="FP32" names="2137">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2391" name="__module.model.layers.9.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2246" name="__module.model.layers.9.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35319,14 +34105,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2036,2037,hidden_states.295,hidden_states.297">
+				<port id="2" precision="FP32" names="2138,2139,hidden_states.293,hidden_states.295">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="2392" name="__module.model.layers.9.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2247" name="__module.model.layers.9.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35341,15 +34127,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2038,2040">
+				<port id="2" precision="FP32" names="2140,2142">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="2393" name="self.model.layers.9.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="1454914728" size="29360128" />
+		<layer id="2248" name="self.model.layers.9.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1173109040" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -35358,7 +34144,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2394" name="Convert_299473" type="Convert" version="opset1">
+		<layer id="2249" name="Convert_255357" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -35375,8 +34161,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2395" name="self.model.layers.9.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="1484274856" size="229376" />
+		<layer id="2250" name="self.model.layers.9.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1202469168" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -35385,7 +34171,7 @@
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 			</output>
 		</layer>
-		<layer id="2396" name="Convert_299475" type="Convert" version="opset1">
+		<layer id="2251" name="Convert_255359" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -35402,7 +34188,7 @@
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 			</output>
 		</layer>
-		<layer id="2397" name="self.model.layers.9.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2252" name="self.model.layers.9.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -35424,8 +34210,8 @@
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 			</output>
 		</layer>
-		<layer id="2398" name="self.model.layers.9.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="1484504232" size="917504" />
+		<layer id="2253" name="self.model.layers.9.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1202698544" size="917504" />
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 				<port id="0" precision="FP16">
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@@ -35434,7 +34220,7 @@
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 		</layer>
-		<layer id="2399" name="self.model.layers.9.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2254" name="self.model.layers.9.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -35456,15 +34242,15 @@
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-		<layer id="2400" name="Constant_299480" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="2255" name="Constant_255364" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
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 				<port id="0" precision="I32">
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-		<layer id="2401" name="Reshape_299481" type="Reshape" version="opset1">
+		<layer id="2256" name="Reshape_255365" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -35483,8 +34269,11 @@
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 		</layer>
-		<layer id="2402" name="self.model.layers.9.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2257" name="__module.model.layers.9.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -35498,7 +34287,7 @@
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 			</output>
 		</layer>
-		<layer id="2403" name="__module.model.layers.9.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2258" name="__module.model.layers.9.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -35512,14 +34301,14 @@
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 			</input>
 			<output>
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 					<dim>14336</dim>
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 		</layer>
-		<layer id="2404" name="__module.model.layers.9.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="2259" name="__module.model.layers.9.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
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@@ -35528,101 +34317,141 @@
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 			</input>
 			<output>
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+				<port id="1" precision="FP32" names="2149">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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-		<layer id="2405" name="self.model.layers.9.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="14336, 4096" offset="1485421736" size="58720256" />
+		<layer id="2260" name="self.model.layers.9.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1203616048" size="29360128" />
 			<output>
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-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="2406" name="Convert_299463" type="Convert" version="opset1">
+		<layer id="2261" name="Convert_255347" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2407" name="self.model.layers.9.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="14336, 1" offset="1544141992" size="14336" />
+		<layer id="2262" name="self.model.layers.9.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1232976176" size="229376" />
 			<output>
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 					<dim>14336</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="2408" name="Convert_299466" type="Convert" version="opset1">
+		<layer id="2263" name="Convert_255349" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
+					<dim>32</dim>
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 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2409" name="self.model.layers.9.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2264" name="self.model.layers.9.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2410" name="self.model.layers.9.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 1" offset="1544156328" size="28672" />
+		<layer id="2265" name="self.model.layers.9.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1233205552" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2411" name="self.model.layers.9.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2266" name="self.model.layers.9.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2267" name="Constant_255354" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2268" name="Reshape_255355" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
@@ -35630,8 +34459,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2412" name="self.model.layers.9.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2269" name="__module.model.layers.9.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -35645,7 +34477,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2413" name="__module.model.layers.9.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2270" name="__module.model.layers.9.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35659,14 +34491,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2049">
+				<port id="2" precision="FP32" names="2151">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 			</output>
 		</layer>
-		<layer id="2414" name="__module.model.layers.9.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2271" name="__module.model.layers.9.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35681,15 +34513,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2050">
+				<port id="2" precision="FP32" names="2152">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 			</output>
 		</layer>
-		<layer id="2415" name="self.model.layers.9.mlp.down_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 128" offset="1544185000" size="29360128" />
+		<layer id="2272" name="self.model.layers.9.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 128" offset="1234123056" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -35698,7 +34530,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2416" name="Convert_299484" type="Convert" version="opset1">
+		<layer id="2273" name="Convert_255367" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -35715,8 +34547,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2417" name="self.model.layers.9.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 1" offset="1573545128" size="229376" />
+		<layer id="2274" name="self.model.layers.9.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="1263483184" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -35725,7 +34557,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2418" name="Convert_299486" type="Convert" version="opset1">
+		<layer id="2275" name="Convert_255369" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -35742,7 +34574,7 @@
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 			</output>
 		</layer>
-		<layer id="2419" name="self.model.layers.9.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2276" name="self.model.layers.9.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -35764,8 +34596,8 @@
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 			</output>
 		</layer>
-		<layer id="2420" name="self.model.layers.9.mlp.down_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 112, 1" offset="1573774504" size="917504" />
+		<layer id="2277" name="self.model.layers.9.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 112, 1" offset="1263712560" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -35774,7 +34606,7 @@
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 			</output>
 		</layer>
-		<layer id="2421" name="self.model.layers.9.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2278" name="self.model.layers.9.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -35796,15 +34628,15 @@
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-		<layer id="2422" name="Constant_299491" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="316431520" size="8" />
+		<layer id="2279" name="Constant_255374" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="244529448" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2423" name="Reshape_299492" type="Reshape" version="opset1">
+		<layer id="2280" name="Reshape_255375" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -35823,8 +34655,11 @@
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 			</output>
 		</layer>
-		<layer id="2424" name="self.model.layers.9.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2281" name="__module.model.layers.9.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -35838,7 +34673,7 @@
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 		</layer>
-		<layer id="2425" name="__module.model.layers.9.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2282" name="__module.model.layers.9.mlp.down_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -35852,14 +34687,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2052,hidden_states.299">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="2426" name="__module.model.layers.9/aten::add/Add_1" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35874,15 +34709,15 @@
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 			<output>
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 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="1574692008" size="16384" />
+		<layer id="2284" name="Constant_208109" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -35891,7 +34726,7 @@
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 		</layer>
-		<layer id="2428" name="Constant_246134" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
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@@ -35901,7 +34736,7 @@
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-		<layer id="2429" name="Constant_246132" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
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@@ -35911,7 +34746,7 @@
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+		<layer id="2287" name="__module.model.layers.10.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -35926,22 +34761,22 @@
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 					<dim>4096</dim>
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-		<layer id="2431" name="Constant_7076" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
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@@ -35971,7 +34806,7 @@
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 				<port id="1" precision="FP16">
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@@ -36170,8 +35045,11 @@
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 			<data destination_type="f32" />
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@@ -36185,7 +35063,7 @@
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-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>4</dim>
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 			<output>
-				<port id="2" precision="FP32" names="2115,cos.43">
+				<port id="2" precision="FP32" names="2192,q.21">
 					<dim>-1</dim>
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+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="2473" name="__module.model.layers.10.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2311" name="__module.model.layers.10.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36555,7 +35159,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2226">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -36563,23 +35167,7 @@
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 			</output>
 		</layer>
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-		<layer id="2476" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="2312" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36595,13 +35183,13 @@
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 			</output>
 		</layer>
-		<layer id="2477" name="__module.model.layers.10.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="2313" name="__module.model.layers.10.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2478" name="__module.model.layers.10.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="2314" name="__module.model.layers.10.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -36611,10 +35199,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2120,2125" />
+				<port id="3" precision="I64" names="2227,2232" />
 			</output>
 		</layer>
-		<layer id="2479" name="__module.model.layers.10.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2315" name="__module.model.layers.10.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -36624,23 +35212,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2480" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2316" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2122,2123,2127,2128" />
+				<port id="1" precision="I64" names="2229,2230,2234,2235" />
 			</output>
 		</layer>
-		<layer id="2481" name="Constant_254170" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2317" name="Constant_161481" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2482" name="__module.model.layers.10.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="2318" name="__module.model.layers.10.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -36654,53 +35242,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2483" name="Constant_225059" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2319" name="__module.model.layers.10.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-			</output>
-		</layer>
-		<layer id="2484" name="ScatterUpdate_225062" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="2485" name="Constant_225065" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="2320" name="__module.model.layers.10.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2486" name="Constant_225068" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2321" name="__module.model.layers.10.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2487" name="__module.model.layers.10.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2322" name="__module.model.layers.10.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -36709,17 +35275,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2129,x2.41">
+				<port id="5" precision="FP32" names="2236,x2.41">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -36727,8 +35296,8 @@
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 			</output>
 		</layer>
-		<layer id="2488" name="Constant_246136" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="2323" name="Constant_208110" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -36738,7 +35307,7 @@
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 			</output>
 		</layer>
-		<layer id="2489" name="__module.model.layers.10.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2324" name="__module.model.layers.10.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36755,7 +35324,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2130">
+				<port id="2" precision="FP32" names="2237">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -36763,24 +35332,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2490" name="Constant_225113" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="2325" name="__module.model.layers.10.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2491" name="Constant_225118" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2326" name="__module.model.layers.10.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2492" name="__module.model.layers.10.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2327" name="__module.model.layers.10.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2328" name="__module.model.layers.10.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -36789,17 +35365,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2124">
+				<port id="5" precision="FP32" names="2231">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -36807,7 +35386,7 @@
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 			</output>
 		</layer>
-		<layer id="2493" name="__module.model.layers.10.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2329" name="__module.model.layers.10.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36824,7 +35403,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2132">
+				<port id="2" precision="FP32" names="2239">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -36832,101 +35411,7 @@
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 			</output>
 		</layer>
-		<layer id="2494" name="self.model.layers.10.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP32" names="self.model.layers.10.self_attn.rotary_emb.sin_cached">
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-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="2495" name="__module.model.layers.10.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2496" name="__module.model.layers.10.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="2497" name="__module.model.layers.10.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="FP32" names="2108,2109,2112,sin.41">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2498" name="Constant_29264" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="2499" name="__module.model.layers.10.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
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-				<port id="2" precision="I32" />
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-			<output>
-				<port id="3" precision="FP32" names="2117">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
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-		<layer id="2500" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="2118,sin.43">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2501" name="__module.model.layers.10.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2330" name="__module.model.layers.10.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -36943,7 +35428,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2133">
+				<port id="2" precision="FP32" names="2240">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -36951,7 +35436,7 @@
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 		</layer>
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+		<layer id="2331" name="__module.model.layers.10.self_attn/aten::add/Add" type="Add" version="opset1">
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@@ -36968,7 +35453,7 @@
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -36976,188 +35461,87 @@
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 		</layer>
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+				<port id="0" precision="FP32" />
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-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>4096</dim>
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-					<dim>1024</dim>
-					<dim>4096</dim>
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 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="1595692200" size="1024" />
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+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
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 		</layer>
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-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>1</dim>
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+		<layer id="2335" name="Constant_231706" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
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+				<port id="0" precision="I64">
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="2336" name="Concat_231707" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
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 		</layer>
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+		<layer id="2337" name="Broadcast_231710" type="Broadcast" version="opset3">
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 			</input>
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 					<dim>8</dim>
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 					<dim>128</dim>
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 		</layer>
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+		<layer id="2338" name="ReadValue_228266" type="ReadValue" version="opset6">
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 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>128</dim>
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 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -37165,8 +35549,14 @@
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="2339" name="Constant_225104" type="Const" version="opset1">
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+				<port id="0" precision="I32" />
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+		<layer id="2340" name="Gather_225105" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -37174,15 +35564,13 @@
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 					<dim>128</dim>
 				</port>
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 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
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@@ -37190,268 +35578,231 @@
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-			<data element_type="i64" shape="1" offset="156694424" size="8" />
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+					<dim>1024</dim>
+					<dim>32</dim>
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+		<layer id="2342" name="Convert_256887" type="Convert" version="opset1">
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 			<input>
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 					<dim>128</dim>
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 			<output>
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+				<port id="1" precision="FP16">
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+					<dim>32</dim>
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+					<dim>32</dim>
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-		<layer id="2523" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="2344" name="Convert_256889" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="U4">
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+					<dim>32</dim>
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+					<dim>128</dim>
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+					<dim>32</dim>
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-			<data auto_broadcast="numpy" />
+		<layer id="2351" name="__module.model.layers.10.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
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 					<dim>-1</dim>
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+				<port id="2" precision="FP32" names="2187,key_states.45">
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+					<dim>1024</dim>
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 		</layer>
-		<layer id="2534" name="Constant_225219" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2352" name="Constant_215560" type="Const" version="opset1">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2353" name="__module.model.layers.10.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
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 					<dim>-1</dim>
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 					<dim>-1</dim>
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 				<port id="1" precision="I64">
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+				<port id="2" precision="FP32" names="2194">
 					<dim>-1</dim>
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 					<dim>-1</dim>
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+					<dim>8</dim>
+					<dim>128</dim>
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 		</layer>
-		<layer id="2536" name="__module.model.layers.10.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
-			<data axis="-1" />
+		<layer id="2354" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917144" size="16" />
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+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2355" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2148">
+				<port id="2" precision="FP32" names="2195,k.21">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -37459,7 +35810,7 @@
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 			</output>
 		</layer>
-		<layer id="2537" name="__module.model.layers.10.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2356" name="__module.model.layers.10.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37476,7 +35827,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2149">
+				<port id="2" precision="FP32" names="2242">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -37484,8 +35835,8 @@
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 			</output>
 		</layer>
-		<layer id="2538" name="__module.model.layers.10.self_attn/aten::add/Add_1" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="2357" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -37493,40 +35844,234 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2358" name="__module.model.layers.10.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2359" name="__module.model.layers.10.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="2243,2248" />
+			</output>
+		</layer>
+		<layer id="2360" name="__module.model.layers.10.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+			</input>
+			<output>
+				<port id="2" precision="I64" />
+			</output>
+		</layer>
+		<layer id="2361" name="__module.model.layers.10.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="2245,2246,2250,2251" />
+			</output>
+		</layer>
+		<layer id="2362" name="Constant_161482" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2363" name="__module.model.layers.10.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2364" name="__module.model.layers.10.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2365" name="__module.model.layers.10.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2366" name="__module.model.layers.10.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2367" name="__module.model.layers.10.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2150">
+				<port id="5" precision="FP32" names="2252,x2.43">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2539" name="__module.model.layers.10.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
-			<data axis="-2" />
+		<layer id="2368" name="Constant_208111" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
+			<output>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2369" name="__module.model.layers.10.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
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+					<dim>64</dim>
 				</port>
 				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="FP32" names="2253">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2370" name="__module.model.layers.10.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2371" name="__module.model.layers.10.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2372" name="__module.model.layers.10.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2373" name="__module.model.layers.10.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="present.10.key">
+				<port id="5" precision="FP32" names="2247">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2374" name="__module.model.layers.10.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+			<data axis="-1" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2255">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -37534,7 +36079,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2540" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="2375" name="__module.model.layers.10.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -37542,50 +36088,93 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2162,2163,2164">
+				<port id="2" precision="FP32" names="2256">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2541" name="Constant_254761" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
+		<layer id="2376" name="__module.model.layers.10.self_attn/aten::add/Add_1" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
+				<port id="2" precision="FP32" names="2257">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2542" name="Constant_254762" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
+		<layer id="2377" name="__module.model.layers.10.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+			<data axis="-2" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64" />
+				<port id="2" precision="FP32" names="present.10.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2543" name="Gather_254763" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="2378" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="2" precision="I64" />
+				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2155">
+				<port id="2" precision="FP32" names="2269,2270,2271">
+					<dim>-1</dim>
+					<dim>8</dim>
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2544" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="2379" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37601,21 +36190,21 @@
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 			</output>
 		</layer>
-		<layer id="2545" name="Constant_255535" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2380" name="Constant_215826" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2546" name="__module.model.layers.10.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="2381" name="__module.model.layers.10.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2547" name="__module.model.layers.10.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="2382" name="__module.model.layers.10.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
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@@ -37627,34 +36216,34 @@
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 			<output>
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-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="2383" name="Constant_193819" type="Const" version="opset1">
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-		<layer id="2549" name="Constant_216202" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="2384" name="Constant_199398" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
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 		</layer>
-		<layer id="2550" name="Constant_216203" type="Const" version="opset1">
+		<layer id="2385" name="Constant_199399" type="Const" version="opset1">
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="2551" name="Gather_216204" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -37671,7 +36260,7 @@
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 			</output>
 		</layer>
-		<layer id="2552" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="2387" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -37688,12 +36277,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="2272">
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 		</layer>
-		<layer id="2553" name="__module.model.layers.10.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="2388" name="__module.model.layers.10.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37708,7 +36297,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2273,hidden_states.311">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -37717,15 +36306,15 @@
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 		</layer>
-		<layer id="2554" name="Constant_255170" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="2389" name="Constant_215561" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2555" name="__module.model.layers.10.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="2390" name="__module.model.layers.10.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37740,7 +36329,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2277,key_states.47">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -37748,13 +36337,13 @@
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 			</output>
 		</layer>
-		<layer id="2556" name="Constant_292768" type="Const" version="opset1">
+		<layer id="2391" name="Constant_231696" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2557" name="Constant_292761" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -37762,7 +36351,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2558" name="Constant_292763" type="Const" version="opset1">
+		<layer id="2393" name="Constant_231691" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -37770,7 +36359,7 @@
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 			</output>
 		</layer>
-		<layer id="2559" name="Constant_292765" type="Const" version="opset1">
+		<layer id="2394" name="Constant_231693" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -37778,7 +36367,7 @@
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 			</output>
 		</layer>
-		<layer id="2560" name="Concat_292766" type="Concat" version="opset1">
+		<layer id="2395" name="Concat_231694" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -37800,7 +36389,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2561" name="Broadcast_292769" type="Broadcast" version="opset3">
+		<layer id="2396" name="Broadcast_231697" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -37817,7 +36406,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2562" name="ReadValue_287161" type="ReadValue" version="opset6">
+		<layer id="2397" name="ReadValue_228268" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.10.valuepresent.10.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37836,13 +36425,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2563" name="Constant_281821" type="Const" version="opset1">
+		<layer id="2398" name="Constant_225107" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2564" name="Gather_281822" type="Gather" version="opset8">
+		<layer id="2399" name="Gather_225108" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37865,94 +36454,134 @@
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 			</output>
 		</layer>
-		<layer id="2565" name="self.model.layers.10.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 4096" offset="1595695272" size="4194304" />
+		<layer id="2400" name="self.model.layers.10.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1275541808" size="2097152" />
 			<output>
-				<port id="0" precision="U8">
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 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2566" name="Convert_299496" type="Convert" version="opset1">
+		<layer id="2401" name="Convert_256877" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="1599889576" size="1024" />
+		<layer id="2402" name="self.model.layers.10.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1277638960" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2568" name="Convert_299499" type="Convert" version="opset1">
+		<layer id="2403" name="Convert_256879" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2569" name="self.model.layers.10.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2404" name="self.model.layers.10.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2570" name="self.model.layers.10.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="1599890600" size="2048" />
+		<layer id="2405" name="self.model.layers.10.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1277655344" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2571" name="self.model.layers.10.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2406" name="self.model.layers.10.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2407" name="Constant_256884" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2408" name="Reshape_256885" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -37960,8 +36589,11 @@
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 			</output>
 		</layer>
-		<layer id="2572" name="self.model.layers.10.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2409" name="__module.model.layers.10.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -37975,7 +36607,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2573" name="__module.model.layers.10.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2410" name="__module.model.layers.10.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -37989,22 +36621,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2087,value_states.21">
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 					<dim>-1</dim>
 					<dim>1024</dim>
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-		<layer id="2574" name="Constant_255171" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="2411" name="Constant_215562" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2575" name="__module.model.layers.10.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2412" name="__module.model.layers.10.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38017,7 +36649,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2197">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -38025,7 +36657,7 @@
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 		</layer>
-		<layer id="2576" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="2413" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -38033,7 +36665,7 @@
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 			</output>
 		</layer>
-		<layer id="2577" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2414" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38046,7 +36678,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2096">
+				<port id="2" precision="FP32" names="2198">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -38054,7 +36686,7 @@
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 			</output>
 		</layer>
-		<layer id="2578" name="__module.model.layers.10.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2415" name="__module.model.layers.10.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38079,7 +36711,7 @@
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 		</layer>
-		<layer id="2579" name="__module.model.layers.10.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38090,7 +36722,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -38099,7 +36731,7 @@
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 		</layer>
-		<layer id="2580" name="__module.model.layers.10.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38115,21 +36747,21 @@
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-		<layer id="2581" name="Constant_255538" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2418" name="Constant_215829" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2582" name="__module.model.layers.10.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="2419" name="__module.model.layers.10.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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 		</layer>
-		<layer id="2583" name="__module.model.layers.10.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="2420" name="__module.model.layers.10.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -38141,34 +36773,34 @@
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 			<output>
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+				<port id="3" precision="I64" names="2279">
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-		<layer id="2584" name="Constant_206129" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="2421" name="Constant_193837" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
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 				<port id="0" precision="I64">
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-		<layer id="2585" name="Constant_216212" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="2422" name="Constant_199408" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2586" name="Constant_216213" type="Const" version="opset1">
+		<layer id="2423" name="Constant_199409" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
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 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="2587" name="Gather_216214" type="Gather" version="opset8">
+		<layer id="2424" name="Gather_199410" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -38185,7 +36817,7 @@
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 		</layer>
-		<layer id="2588" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="2425" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -38202,12 +36834,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="2181">
+				<port id="4" precision="I64" names="2288">
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 		</layer>
-		<layer id="2589" name="__module.model.layers.10.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="2426" name="__module.model.layers.10.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38222,7 +36854,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2289,hidden_states.315">
 					<dim>-1</dim>
 					<dim>8</dim>
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@@ -38231,15 +36863,15 @@
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-		<layer id="2590" name="Constant_255172" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="2427" name="Constant_215563" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2591" name="__module.model.layers.10.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2428" name="__module.model.layers.10.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38254,7 +36886,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2293">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -38262,7 +36894,7 @@
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-		<layer id="2592" name="__module.model.layers.10.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2429" name="__module.model.layers.10.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38291,7 +36923,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2187,attn_output.41">
+				<port id="4" precision="FP32" names="2299,attn_output.41">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -38299,7 +36931,7 @@
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 		</layer>
-		<layer id="2593" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="2430" name="__module.model.layers.10.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -38307,7 +36939,7 @@
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 		</layer>
-		<layer id="2594" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2431" name="__module.model.layers.10.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38320,7 +36952,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2188">
+				<port id="2" precision="FP32" names="2300">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -38328,16 +36960,70 @@
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 			</output>
 		</layer>
-		<layer id="2595" name="Constant_255173" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="2432" name="__module.model.layers.10.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2433" name="Constant_199388" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2434" name="Constant_199389" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="2435" name="Gather_199390" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="2596" name="__module.model.layers.10.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="2436" name="__module.model.layers.10.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="2302">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2437" name="__module.model.layers.10.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38350,15 +37036,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2191">
+				<port id="2" precision="FP32" names="2303">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2597" name="self.model.layers.10.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1599892648" size="8388608" />
+		<layer id="2438" name="self.model.layers.10.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1277720880" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -38367,7 +37053,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2598" name="Convert_299528" type="Convert" version="opset1">
+		<layer id="2439" name="Convert_256247" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -38384,8 +37070,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2599" name="self.model.layers.10.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1608281256" size="65536" />
+		<layer id="2440" name="self.model.layers.10.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1286109488" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -38394,7 +37080,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2600" name="Convert_299530" type="Convert" version="opset1">
+		<layer id="2441" name="Convert_256249" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -38411,7 +37097,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2601" name="self.model.layers.10.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2442" name="self.model.layers.10.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38433,8 +37119,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2602" name="self.model.layers.10.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1608346792" size="262144" />
+		<layer id="2443" name="self.model.layers.10.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1286175024" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -38443,7 +37129,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2603" name="self.model.layers.10.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2444" name="self.model.layers.10.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38465,7 +37151,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2604" name="Constant_299535" type="Const" version="opset1">
+		<layer id="2445" name="Constant_256254" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -38473,7 +37159,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2605" name="Reshape_299536" type="Reshape" version="opset1">
+		<layer id="2446" name="Reshape_256255" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38492,8 +37178,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2606" name="self.model.layers.10.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2447" name="__module.model.layers.10.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -38507,13 +37196,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2607" name="__module.model.layers.10.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2448" name="__module.model.layers.10.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -38521,14 +37210,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2193,2195,hidden_states.319">
+				<port id="2" precision="FP32" names="2305,2307,hidden_states.317">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2608" name="__module.model.layers.10/aten::add/Add" type="Add" version="opset1">
+		<layer id="2449" name="__module.model.layers.10/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38543,15 +37232,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2198,2200,2211,hidden_states.321,hidden_states.323">
+				<port id="2" precision="FP32" names="2310,2312,2323,hidden_states.319,hidden_states.321">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2609" name="Constant_246141" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="1608608936" size="16384" />
+		<layer id="2450" name="Constant_208115" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1286437168" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -38560,7 +37249,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2610" name="Constant_246140" type="Const" version="opset1">
+		<layer id="2451" name="Constant_208114" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -38570,7 +37259,7 @@
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 			</output>
 		</layer>
-		<layer id="2611" name="Constant_246138" type="Const" version="opset1">
+		<layer id="2452" name="Constant_208112" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -38580,7 +37269,7 @@
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 			</output>
 		</layer>
-		<layer id="2612" name="__module.model.layers.10.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="2453" name="__module.model.layers.10.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38595,22 +37284,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2201">
+				<port id="2" precision="FP32" names="2313">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="2613" name="Constant_7681" type="Const" version="opset1">
+		<layer id="2454" name="Constant_8507" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="2202">
+				<port id="0" precision="I64" names="2314">
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 		</layer>
-		<layer id="2614" name="__module.model.layers.10.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2455" name="__module.model.layers.10.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38623,14 +37312,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2203,variance.43">
+				<port id="2" precision="FP32" names="2315,variance.43">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="2615" name="Constant_246139" type="Const" version="opset1">
+		<layer id="2456" name="Constant_208113" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -38640,7 +37329,7 @@
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 			</output>
 		</layer>
-		<layer id="2616" name="__module.model.layers.10.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="2457" name="__module.model.layers.10.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38655,14 +37344,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="2204">
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 					<dim>-1</dim>
 					<dim>1</dim>
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-		<layer id="2617" name="__module.model.layers.10.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2458" name="__module.model.layers.10.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38678,7 +37367,7 @@
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 			</output>
 		</layer>
-		<layer id="2618" name="__module.model.layers.10.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2459" name="__module.model.layers.10.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38693,14 +37382,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2205">
+				<port id="2" precision="FP32" names="2317">
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 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2619" name="__module.model.layers.10.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2460" name="__module.model.layers.10.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38715,14 +37404,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2206,2207,hidden_states.325,hidden_states.327">
+				<port id="2" precision="FP32" names="2318,2319,hidden_states.323,hidden_states.325">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2620" name="__module.model.layers.10.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2461" name="__module.model.layers.10.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38737,15 +37426,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2208,2210">
+				<port id="2" precision="FP32" names="2320,2322">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2621" name="self.model.layers.10.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="1608625320" size="29360128" />
+		<layer id="2462" name="self.model.layers.10.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1286453552" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -38754,7 +37443,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2622" name="Convert_299550" type="Convert" version="opset1">
+		<layer id="2463" name="Convert_255387" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -38771,8 +37460,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2623" name="self.model.layers.10.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="1637985448" size="229376" />
+		<layer id="2464" name="self.model.layers.10.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1315813680" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -38781,7 +37470,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2624" name="Convert_299552" type="Convert" version="opset1">
+		<layer id="2465" name="Convert_255389" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -38798,7 +37487,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2625" name="self.model.layers.10.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2466" name="self.model.layers.10.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38820,8 +37509,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2626" name="self.model.layers.10.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="1638214824" size="917504" />
+		<layer id="2467" name="self.model.layers.10.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1316043056" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -38830,7 +37519,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2627" name="self.model.layers.10.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2468" name="self.model.layers.10.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38852,15 +37541,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2628" name="Constant_299557" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="2469" name="Constant_255394" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2629" name="Reshape_299558" type="Reshape" version="opset1">
+		<layer id="2470" name="Reshape_255395" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -38879,8 +37568,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2630" name="self.model.layers.10.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2471" name="__module.model.layers.10.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -38894,7 +37586,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2631" name="__module.model.layers.10.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2472" name="__module.model.layers.10.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -38908,14 +37600,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2216,input.21">
+				<port id="2" precision="FP32" names="2328,input.21">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2632" name="__module.model.layers.10.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="2473" name="__module.model.layers.10.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -38924,101 +37616,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="2217">
+				<port id="1" precision="FP32" names="2329">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2633" name="self.model.layers.10.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="14336, 4096" offset="1639132328" size="58720256" />
+		<layer id="2474" name="self.model.layers.10.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1316960560" size="29360128" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2634" name="Convert_299540" type="Convert" version="opset1">
+		<layer id="2475" name="Convert_255377" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2635" name="self.model.layers.10.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="14336, 1" offset="1697852584" size="14336" />
+		<layer id="2476" name="self.model.layers.10.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1346320688" size="229376" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2636" name="Convert_299543" type="Convert" version="opset1">
+		<layer id="2477" name="Convert_255379" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2637" name="self.model.layers.10.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2478" name="self.model.layers.10.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2638" name="self.model.layers.10.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 1" offset="1697866920" size="28672" />
+		<layer id="2479" name="self.model.layers.10.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1346550064" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2639" name="self.model.layers.10.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2480" name="self.model.layers.10.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2481" name="Constant_255384" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2482" name="Reshape_255385" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
@@ -39026,8 +37758,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2640" name="self.model.layers.10.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2483" name="__module.model.layers.10.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -39041,7 +37776,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2641" name="__module.model.layers.10.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2484" name="__module.model.layers.10.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39055,14 +37790,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2219">
+				<port id="2" precision="FP32" names="2331">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2642" name="__module.model.layers.10.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2485" name="__module.model.layers.10.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -39077,15 +37812,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2220">
+				<port id="2" precision="FP32" names="2332">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2643" name="self.model.layers.10.mlp.down_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 128" offset="1697895592" size="29360128" />
+		<layer id="2486" name="self.model.layers.10.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 128" offset="1347467568" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -39094,7 +37829,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2644" name="Convert_299561" type="Convert" version="opset1">
+		<layer id="2487" name="Convert_255397" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -39111,8 +37846,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2645" name="self.model.layers.10.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 1" offset="1727255720" size="229376" />
+		<layer id="2488" name="self.model.layers.10.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="1376827696" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -39121,7 +37856,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2646" name="Convert_299563" type="Convert" version="opset1">
+		<layer id="2489" name="Convert_255399" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -39138,7 +37873,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2647" name="self.model.layers.10.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2490" name="self.model.layers.10.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -39160,8 +37895,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2648" name="self.model.layers.10.mlp.down_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 112, 1" offset="1727485096" size="917504" />
+		<layer id="2491" name="self.model.layers.10.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 112, 1" offset="1377057072" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -39170,7 +37905,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2649" name="self.model.layers.10.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2492" name="self.model.layers.10.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -39192,15 +37927,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2650" name="Constant_299568" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="316431520" size="8" />
+		<layer id="2493" name="Constant_255404" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="244529448" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2651" name="Reshape_299569" type="Reshape" version="opset1">
+		<layer id="2494" name="Reshape_255405" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -39219,8 +37954,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2652" name="self.model.layers.10.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2495" name="__module.model.layers.10.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
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@@ -39297,7 +38035,7 @@
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@@ -39307,7 +38045,7 @@
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@@ -39350,14 +38088,14 @@
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@@ -39367,7 +38105,7 @@
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@@ -39405,7 +38143,7 @@
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@@ -39420,14 +38158,14 @@
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+		<layer id="2508" name="__module.model.layers.11.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
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-		<layer id="2668" name="Convert_299595" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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-			<data element_type="u8" shape="4096, 1" offset="1745196200" size="4096" />
+		<layer id="2512" name="self.model.layers.11.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
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-		<layer id="2670" name="Convert_299598" type="Convert" version="opset1">
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 				<port id="1" precision="FP16">
 					<dim>4096</dim>
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 		</layer>
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 			<input>
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 				<port id="1" precision="FP16">
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 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="2517" name="Constant_256264" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="139917104" size="8" />
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+				<port id="0" precision="I32">
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+		<layer id="2518" name="Reshape_256265" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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@@ -39566,8 +38344,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -39581,7 +38362,7 @@
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@@ -39951,7 +38458,7 @@
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@@ -39959,23 +38466,7 @@
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@@ -39991,13 +38482,13 @@
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@@ -40020,23 +38511,23 @@
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@@ -40050,53 +38541,31 @@
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-			<data element_type="i64" shape="4" offset="156694464" size="32" />
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 			<output>
 				<port id="0" precision="I64">
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+		<layer id="2536" name="__module.model.layers.11.self_attn/aten::slice/Slice" type="Slice" version="opset8">
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@@ -40105,17 +38574,20 @@
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+					<dim>1</dim>
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 					<dim>32</dim>
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@@ -40123,8 +38595,8 @@
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+		<layer id="2537" name="Constant_208120" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -40134,7 +38606,7 @@
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 			</output>
 		</layer>
-		<layer id="2717" name="__module.model.layers.11.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2538" name="__module.model.layers.11.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -40151,7 +38623,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -40159,24 +38631,31 @@
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-		<layer id="2718" name="Constant_225389" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="2539" name="__module.model.layers.11.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2540" name="__module.model.layers.11.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2541" name="__module.model.layers.11.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="2542" name="__module.model.layers.11.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -40185,17 +38664,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -40203,7 +38685,7 @@
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 			</output>
 		</layer>
-		<layer id="2721" name="__module.model.layers.11.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2543" name="__module.model.layers.11.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40220,7 +38702,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2419">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -40228,101 +38710,7 @@
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 			</output>
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-					<dim>128</dim>
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@@ -40339,7 +38727,7 @@
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@@ -40347,7 +38735,7 @@
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@@ -40364,7 +38752,7 @@
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@@ -40372,8 +38760,125 @@
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+		<layer id="2546" name="Constant_231735" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="2547" name="Constant_231728" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="2548" name="Constant_231730" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
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+		</layer>
+		<layer id="2549" name="Constant_231732" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="2550" name="Concat_231733" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+				<port id="1" precision="I64">
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+				<port id="2" precision="I64">
+					<dim>1</dim>
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+				<port id="3" precision="I64">
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+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2551" name="Broadcast_231736" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
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+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2552" name="ReadValue_228270" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.11.keypresent.11.key" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+			<output>
+				<port id="1" precision="FP32" names="past_key_values.11.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2553" name="Constant_225110" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="2554" name="Gather_225111" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>-1</dim>
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+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+		<layer id="2555" name="self.model.layers.11.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1386707248" size="2097152" />
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 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -40382,7 +38887,7 @@
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 			</output>
 		</layer>
-		<layer id="2732" name="Convert_299583" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -40399,8 +38904,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 1" offset="1747305640" size="16384" />
+		<layer id="2557" name="self.model.layers.11.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1388804400" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -40409,7 +38914,7 @@
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 			</output>
 		</layer>
-		<layer id="2734" name="Convert_299585" type="Convert" version="opset1">
+		<layer id="2558" name="Convert_256909" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -40426,7 +38931,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40448,8 +38953,8 @@
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 		</layer>
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-			<data element_type="f16" shape="1024, 32, 1" offset="1747322024" size="65536" />
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+			<data element_type="f16" shape="1024, 32, 1" offset="1388820784" size="65536" />
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -40458,7 +38963,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40480,15 +38985,15 @@
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 		</layer>
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-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="2562" name="Constant_256914" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="2739" name="Reshape_299591" type="Reshape" version="opset1">
+		<layer id="2563" name="Reshape_256915" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -40507,8 +39012,11 @@
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 			</output>
 		</layer>
-		<layer id="2740" name="self.model.layers.11.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2564" name="__module.model.layers.11.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -40522,7 +39030,7 @@
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 			</output>
 		</layer>
-		<layer id="2741" name="__module.model.layers.11.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2565" name="__module.model.layers.11.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -40536,22 +39044,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
-		<layer id="2742" name="Constant_255175" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="2566" name="Constant_215565" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="2743" name="__module.model.layers.11.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2567" name="__module.model.layers.11.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40564,7 +39072,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2374">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -40572,7 +39080,7 @@
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 		</layer>
-		<layer id="2744" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2568" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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@@ -40580,7 +39088,7 @@
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 		</layer>
-		<layer id="2745" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -40593,7 +39101,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -40601,7 +39109,7 @@
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 		</layer>
-		<layer id="2746" name="__module.model.layers.11.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2570" name="__module.model.layers.11.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40618,7 +39126,7 @@
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 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -40626,23 +39134,7 @@
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 			<input>
 				<port id="0" precision="FP32">
@@ -40658,13 +39150,13 @@
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 		</layer>
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 		</layer>
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+		<layer id="2573" name="__module.model.layers.11.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
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@@ -40674,10 +39166,10 @@
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 			<output>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -40687,23 +39179,23 @@
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 				<port id="0" precision="I64" />
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+				<port id="1" precision="I64" names="2425,2426,2430,2431" />
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 		</layer>
-		<layer id="2754" name="Constant_254184" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2576" name="Constant_161497" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2755" name="__module.model.layers.11.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="2577" name="__module.model.layers.11.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -40717,53 +39209,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2756" name="Constant_225436" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2578" name="__module.model.layers.11.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		</layer>
-		<layer id="2757" name="ScatterUpdate_225439" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
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-				<port id="3" precision="I32">
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-			<output>
-				<port id="4" precision="I64">
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 			</output>
 		</layer>
-		<layer id="2758" name="Constant_225442" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="2579" name="__module.model.layers.11.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2759" name="Constant_225445" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2580" name="__module.model.layers.11.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2760" name="__module.model.layers.11.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2581" name="__module.model.layers.11.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -40772,17 +39242,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2315,x2.47">
+				<port id="5" precision="FP32" names="2432,x2.47">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -40790,8 +39263,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2761" name="Constant_246147" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="2582" name="Constant_208121" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -40801,7 +39274,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2762" name="__module.model.layers.11.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2583" name="__module.model.layers.11.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40818,7 +39291,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2316">
+				<port id="2" precision="FP32" names="2433">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -40826,24 +39299,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2763" name="Constant_225490" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="2584" name="__module.model.layers.11.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2764" name="Constant_225495" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2585" name="__module.model.layers.11.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2586" name="__module.model.layers.11.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2765" name="__module.model.layers.11.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2587" name="__module.model.layers.11.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -40852,17 +39332,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2427">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -40870,7 +39353,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2766" name="__module.model.layers.11.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2588" name="__module.model.layers.11.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40887,7 +39370,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2318">
+				<port id="2" precision="FP32" names="2435">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -40895,7 +39378,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2767" name="__module.model.layers.11.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2589" name="__module.model.layers.11.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40912,7 +39395,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2319">
+				<port id="2" precision="FP32" names="2436">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -40920,7 +39403,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2768" name="__module.model.layers.11.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2590" name="__module.model.layers.11.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40937,7 +39420,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2320">
+				<port id="2" precision="FP32" names="2437">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -40945,7 +39428,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2769" name="__module.model.layers.11.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2591" name="__module.model.layers.11.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -40970,7 +39453,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2770" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="2592" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -40981,7 +39464,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2332,2333,2334">
+				<port id="2" precision="FP32" names="2449,2450,2451">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -40990,38 +39473,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2771" name="Constant_254777" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-			</output>
-		</layer>
-		<layer id="2772" name="Constant_254778" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="2773" name="Gather_254779" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
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-		</layer>
-		<layer id="2774" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="2593" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41037,21 +39489,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2775" name="Constant_255544" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2594" name="Constant_215832" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2776" name="__module.model.layers.11.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="2595" name="__module.model.layers.11.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2777" name="__module.model.layers.11.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="2596" name="__module.model.layers.11.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41063,34 +39515,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2326">
+				<port id="3" precision="I64" names="2443">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2778" name="Constant_206147" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="2597" name="Constant_193855" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2779" name="Constant_216237" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="2598" name="Constant_199433" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2780" name="Constant_216238" type="Const" version="opset1">
+		<layer id="2599" name="Constant_199434" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2781" name="Gather_216239" type="Gather" version="opset8">
+		<layer id="2600" name="Gather_199435" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41107,7 +39559,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2782" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="2601" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41124,12 +39576,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="2335">
+				<port id="4" precision="I64" names="2452">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2783" name="__module.model.layers.11.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="2602" name="__module.model.layers.11.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41144,7 +39596,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2336,hidden_states.343">
+				<port id="2" precision="FP32" names="2453,hidden_states.341">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -41153,15 +39605,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2784" name="Constant_255176" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="2603" name="Constant_215566" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2785" name="__module.model.layers.11.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="2604" name="__module.model.layers.11.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41176,7 +39628,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2340">
+				<port id="2" precision="FP32" names="2457,key_states.51">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -41184,13 +39636,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2786" name="Constant_292794" type="Const" version="opset1">
+		<layer id="2605" name="Constant_231722" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="2787" name="Constant_292787" type="Const" version="opset1">
+		<layer id="2606" name="Constant_231715" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -41198,7 +39650,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2788" name="Constant_292789" type="Const" version="opset1">
+		<layer id="2607" name="Constant_231717" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -41206,7 +39658,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2789" name="Constant_292791" type="Const" version="opset1">
+		<layer id="2608" name="Constant_231719" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -41214,7 +39666,7 @@
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 			</output>
 		</layer>
-		<layer id="2790" name="Concat_292792" type="Concat" version="opset1">
+		<layer id="2609" name="Concat_231720" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41236,7 +39688,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2791" name="Broadcast_292795" type="Broadcast" version="opset3">
+		<layer id="2610" name="Broadcast_231723" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -41253,7 +39705,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2792" name="ReadValue_287165" type="ReadValue" version="opset6">
+		<layer id="2611" name="ReadValue_228272" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.11.valuepresent.11.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41272,13 +39724,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2793" name="Constant_281827" type="Const" version="opset1">
+		<layer id="2612" name="Constant_225113" type="Const" version="opset1">
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 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="2794" name="Gather_281828" type="Gather" version="opset8">
+		<layer id="2613" name="Gather_225114" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41301,94 +39753,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2795" name="self.model.layers.11.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 4096" offset="1747387560" size="4194304" />
+		<layer id="2614" name="self.model.layers.11.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1388886320" size="2097152" />
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 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="2796" name="Convert_299573" type="Convert" version="opset1">
+		<layer id="2615" name="Convert_256897" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="1751581864" size="1024" />
+		<layer id="2616" name="self.model.layers.11.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1390983472" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2798" name="Convert_299576" type="Convert" version="opset1">
+		<layer id="2617" name="Convert_256899" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2799" name="self.model.layers.11.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2618" name="self.model.layers.11.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2800" name="self.model.layers.11.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="1751582888" size="2048" />
+		<layer id="2619" name="self.model.layers.11.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1390999856" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2801" name="self.model.layers.11.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2620" name="self.model.layers.11.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2621" name="Constant_256904" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2622" name="Reshape_256905" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -41396,8 +39888,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2802" name="self.model.layers.11.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2623" name="__module.model.layers.11.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -41411,7 +39906,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2803" name="__module.model.layers.11.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2624" name="__module.model.layers.11.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41425,22 +39920,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2257,value_states.23">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2804" name="Constant_255177" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="2625" name="Constant_215567" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="2805" name="__module.model.layers.11.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2626" name="__module.model.layers.11.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41453,7 +39948,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2377">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -41461,7 +39956,7 @@
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 			</output>
 		</layer>
-		<layer id="2806" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="2627" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -41469,7 +39964,7 @@
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 			</output>
 		</layer>
-		<layer id="2807" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2628" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -41482,7 +39977,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2266">
+				<port id="2" precision="FP32" names="2378">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -41490,7 +39985,7 @@
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 			</output>
 		</layer>
-		<layer id="2808" name="__module.model.layers.11.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2629" name="__module.model.layers.11.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41515,7 +40010,7 @@
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 			</output>
 		</layer>
-		<layer id="2809" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="2630" name="__module.model.layers.11.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -41526,7 +40021,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2348,2349,2350">
+				<port id="2" precision="FP32" names="2465,2466,2467">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -41535,7 +40030,7 @@
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 			</output>
 		</layer>
-		<layer id="2810" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="2631" name="__module.model.layers.11.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41551,21 +40046,21 @@
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 			</output>
 		</layer>
-		<layer id="2811" name="Constant_255547" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2632" name="Constant_215835" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2812" name="__module.model.layers.11.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="2633" name="__module.model.layers.11.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2813" name="__module.model.layers.11.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="2634" name="__module.model.layers.11.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41577,34 +40072,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2342">
+				<port id="3" precision="I64" names="2459">
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 				</port>
 			</output>
 		</layer>
-		<layer id="2814" name="Constant_206165" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="2635" name="Constant_193873" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2815" name="Constant_216247" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="2636" name="Constant_199443" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2816" name="Constant_216248" type="Const" version="opset1">
+		<layer id="2637" name="Constant_199444" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2817" name="Gather_216249" type="Gather" version="opset8">
+		<layer id="2638" name="Gather_199445" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41621,7 +40116,7 @@
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 			</output>
 		</layer>
-		<layer id="2818" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="2639" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -41638,12 +40133,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="2351">
+				<port id="4" precision="I64" names="2468">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2819" name="__module.model.layers.11.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="2640" name="__module.model.layers.11.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41658,7 +40153,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2469,hidden_states.345">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -41667,15 +40162,15 @@
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 			</output>
 		</layer>
-		<layer id="2820" name="Constant_255178" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="2641" name="Constant_215568" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2821" name="__module.model.layers.11.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2642" name="__module.model.layers.11.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41690,7 +40185,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2356">
+				<port id="2" precision="FP32" names="2473">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -41698,7 +40193,7 @@
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 			</output>
 		</layer>
-		<layer id="2822" name="__module.model.layers.11.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2643" name="__module.model.layers.11.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41727,7 +40222,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2357,attn_output.45">
+				<port id="4" precision="FP32" names="2479,attn_output.45">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -41735,7 +40230,7 @@
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 			</output>
 		</layer>
-		<layer id="2823" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="2644" name="__module.model.layers.11.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -41743,7 +40238,7 @@
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 			</output>
 		</layer>
-		<layer id="2824" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2645" name="__module.model.layers.11.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -41756,7 +40251,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2480">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -41764,16 +40259,70 @@
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-		<layer id="2825" name="Constant_255179" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="2646" name="__module.model.layers.11.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2647" name="Constant_199423" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2648" name="Constant_199424" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="2649" name="Gather_199425" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
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 			</output>
 		</layer>
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-			<data special_zero="true" />
+		<layer id="2650" name="__module.model.layers.11.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+			</input>
+			<output>
+				<port id="2" precision="I64" names="2482">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2651" name="__module.model.layers.11.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -41786,15 +40335,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2361">
+				<port id="2" precision="FP32" names="2483">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="1751584936" size="8388608" />
+		<layer id="2652" name="self.model.layers.11.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1391065392" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -41803,7 +40352,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2828" name="Convert_299605" type="Convert" version="opset1">
+		<layer id="2653" name="Convert_256267" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -41820,8 +40369,8 @@
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 			</output>
 		</layer>
-		<layer id="2829" name="self.model.layers.11.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1759973544" size="65536" />
+		<layer id="2654" name="self.model.layers.11.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1399454000" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -41830,7 +40379,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2830" name="Convert_299607" type="Convert" version="opset1">
+		<layer id="2655" name="Convert_256269" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -41847,7 +40396,7 @@
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 			</output>
 		</layer>
-		<layer id="2831" name="self.model.layers.11.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2656" name="self.model.layers.11.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -41869,8 +40418,8 @@
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 		</layer>
-		<layer id="2832" name="self.model.layers.11.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1760039080" size="262144" />
+		<layer id="2657" name="self.model.layers.11.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1399519536" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -41879,7 +40428,7 @@
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 			</output>
 		</layer>
-		<layer id="2833" name="self.model.layers.11.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2658" name="self.model.layers.11.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -41901,7 +40450,7 @@
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 			</output>
 		</layer>
-		<layer id="2834" name="Constant_299612" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -41909,7 +40458,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2835" name="Reshape_299613" type="Reshape" version="opset1">
+		<layer id="2660" name="Reshape_256275" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -41928,8 +40477,11 @@
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 			</output>
 		</layer>
-		<layer id="2836" name="self.model.layers.11.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2661" name="__module.model.layers.11.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -41943,13 +40495,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2837" name="__module.model.layers.11.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2662" name="__module.model.layers.11.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -41957,14 +40509,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2363,2365,hidden_states.349">
+				<port id="2" precision="FP32" names="2485,2487,hidden_states.347">
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 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2838" name="__module.model.layers.11/aten::add/Add" type="Add" version="opset1">
+		<layer id="2663" name="__module.model.layers.11/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -41979,15 +40531,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2368,2370,2381,hidden_states.351,hidden_states.353">
+				<port id="2" precision="FP32" names="2490,2492,2503,hidden_states.349,hidden_states.351">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="1760301224" size="16384" />
+		<layer id="2664" name="Constant_208125" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -41996,7 +40548,7 @@
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 			</output>
 		</layer>
-		<layer id="2840" name="Constant_246150" type="Const" version="opset1">
+		<layer id="2665" name="Constant_208124" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
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@@ -42006,7 +40558,7 @@
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 			</output>
 		</layer>
-		<layer id="2841" name="Constant_246148" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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@@ -42016,7 +40568,7 @@
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 			</output>
 		</layer>
-		<layer id="2842" name="__module.model.layers.11.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="2667" name="__module.model.layers.11.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -42031,22 +40583,22 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2493">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="2843" name="Constant_8357" type="Const" version="opset1">
+		<layer id="2668" name="Constant_9255" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
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+				<port id="0" precision="I64" names="2494">
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 		</layer>
-		<layer id="2844" name="__module.model.layers.11.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="2669" name="__module.model.layers.11.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42059,14 +40611,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2495,variance.47">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="2845" name="Constant_246149" type="Const" version="opset1">
+		<layer id="2670" name="Constant_208123" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -42076,7 +40628,7 @@
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 			</output>
 		</layer>
-		<layer id="2846" name="__module.model.layers.11.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="2671" name="__module.model.layers.11.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42091,14 +40643,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2496">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="2847" name="__module.model.layers.11.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2672" name="__module.model.layers.11.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -42114,7 +40666,7 @@
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 			</output>
 		</layer>
-		<layer id="2848" name="__module.model.layers.11.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2673" name="__module.model.layers.11.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42129,14 +40681,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2375">
+				<port id="2" precision="FP32" names="2497">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="2849" name="__module.model.layers.11.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2674" name="__module.model.layers.11.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42151,14 +40703,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="2376,2377,hidden_states.355,hidden_states.357">
+				<port id="2" precision="FP32" names="2498,2499,hidden_states.353,hidden_states.355">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="2850" name="__module.model.layers.11.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2675" name="__module.model.layers.11.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -42173,15 +40725,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="2378,2380">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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+		<layer id="2676" name="self.model.layers.11.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -42190,7 +40742,7 @@
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 			</output>
 		</layer>
-		<layer id="2852" name="Convert_299627" type="Convert" version="opset1">
+		<layer id="2677" name="Convert_255417" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -42207,8 +40759,8 @@
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 		</layer>
-		<layer id="2853" name="self.model.layers.11.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="1789677736" size="229376" />
+		<layer id="2678" name="self.model.layers.11.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1429158192" size="229376" />
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 				<port id="0" precision="U4">
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@@ -42217,7 +40769,7 @@
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 		</layer>
-		<layer id="2854" name="Convert_299629" type="Convert" version="opset1">
+		<layer id="2679" name="Convert_255419" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -42234,7 +40786,7 @@
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 		</layer>
-		<layer id="2855" name="self.model.layers.11.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -42256,8 +40808,8 @@
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-		<layer id="2856" name="self.model.layers.11.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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+		<layer id="2681" name="self.model.layers.11.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -42266,7 +40818,7 @@
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 		</layer>
-		<layer id="2857" name="self.model.layers.11.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -42288,15 +40840,15 @@
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-		<layer id="2858" name="Constant_299634" type="Const" version="opset1">
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+		<layer id="2683" name="Constant_255424" type="Const" version="opset1">
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-		<layer id="2859" name="Reshape_299635" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -42315,8 +40867,11 @@
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 			<data destination_type="f32" />
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@@ -42330,7 +40885,7 @@
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@@ -42377,7 +40932,7 @@
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@@ -42394,8 +40949,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="1820184744" size="229376" />
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@@ -42421,7 +40976,7 @@
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@@ -42443,8 +40998,8 @@
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@@ -42453,7 +41008,7 @@
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@@ -42475,15 +41030,15 @@
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@@ -42502,8 +41057,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -42517,7 +41075,7 @@
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@@ -42553,15 +41111,15 @@
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@@ -42570,7 +41128,7 @@
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-		<layer id="2876" name="Convert_299638" type="Convert" version="opset1">
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 			<input>
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@@ -42587,8 +41145,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="1850691752" size="229376" />
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@@ -42597,7 +41155,7 @@
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-		<layer id="2878" name="Convert_299640" type="Convert" version="opset1">
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 			<input>
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@@ -42614,7 +41172,7 @@
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@@ -42646,7 +41204,7 @@
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@@ -42695,8 +41253,11 @@
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 			<data destination_type="f32" />
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@@ -42940,15 +41501,15 @@
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@@ -42957,7 +41518,7 @@
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 		</layer>
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@@ -42974,8 +41535,8 @@
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -42984,7 +41545,7 @@
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 			</output>
 		</layer>
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 			<input>
 				<port id="0" precision="U4">
@@ -43001,7 +41562,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -43023,8 +41584,8 @@
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -43033,7 +41594,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -43055,7 +41616,7 @@
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 			</output>
 		</layer>
-		<layer id="2906" name="Constant_299678" type="Const" version="opset1">
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 			<output>
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@@ -43063,7 +41624,7 @@
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 			</output>
 		</layer>
-		<layer id="2907" name="Reshape_299679" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43082,8 +41643,11 @@
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 			</output>
 		</layer>
-		<layer id="2908" name="self.model.layers.12.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2733" name="__module.model.layers.12.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -43097,7 +41661,7 @@
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 			</output>
 		</layer>
-		<layer id="2909" name="__module.model.layers.12.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2734" name="__module.model.layers.12.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -43111,14 +41675,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="2910" name="Constant_255180" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="139917112" size="32" />
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 				<port id="0" precision="I64">
@@ -43126,7 +41690,7 @@
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 			</output>
 		</layer>
-		<layer id="2911" name="__module.model.layers.12.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="2736" name="__module.model.layers.12.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43139,7 +41703,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2551">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -43147,7 +41711,7 @@
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 			</output>
 		</layer>
-		<layer id="2912" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="2737" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -43155,7 +41719,7 @@
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 			</output>
 		</layer>
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+		<layer id="2738" name="__module.model.layers.12.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -43168,7 +41732,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -43176,281 +41740,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -43467,7 +41757,7 @@
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 					<dim>32</dim>
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@@ -43475,23 +41765,7 @@
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@@ -43507,13 +41781,13 @@
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+		<layer id="2742" name="__module.model.layers.12.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -43523,10 +41797,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2460,2465" />
+				<port id="3" precision="I64" names="2587,2592" />
 			</output>
 		</layer>
-		<layer id="2941" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="2743" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -43536,23 +41810,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2942" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="2744" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2462,2463,2467,2468" />
+				<port id="1" precision="I64" names="2589,2590,2594,2595" />
 			</output>
 		</layer>
-		<layer id="2943" name="Constant_254194" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2745" name="Constant_161511" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2944" name="__module.model.layers.12.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="2746" name="__module.model.layers.12.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -43566,53 +41840,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2945" name="Constant_225611" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2747" name="__module.model.layers.12.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2946" name="ScatterUpdate_225614" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="2947" name="Constant_225617" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="2748" name="__module.model.layers.12.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2948" name="Constant_225620" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2749" name="__module.model.layers.12.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2949" name="__module.model.layers.12.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2750" name="__module.model.layers.12.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -43621,17 +41873,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2469,x2.49">
+				<port id="5" precision="FP32" names="2596,x2.49">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -43639,8 +41894,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2950" name="Constant_246156" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="2751" name="Constant_208130" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -43650,7 +41905,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2951" name="__module.model.layers.12.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2752" name="__module.model.layers.12.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43667,7 +41922,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2470">
+				<port id="2" precision="FP32" names="2597">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -43675,24 +41930,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2952" name="Constant_225665" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="2753" name="__module.model.layers.12.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2953" name="Constant_225670" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2754" name="__module.model.layers.12.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2755" name="__module.model.layers.12.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2954" name="__module.model.layers.12.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2756" name="__module.model.layers.12.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -43701,17 +41963,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2464">
+				<port id="5" precision="FP32" names="2591">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -43719,7 +41984,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2955" name="__module.model.layers.12.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2757" name="__module.model.layers.12.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -43736,7 +42001,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2472">
+				<port id="2" precision="FP32" names="2599">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -43744,16 +42009,71 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2956" name="self.model.layers.12.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
+		<layer id="2758" name="__module.model.layers.12.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.12.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="2600">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2957" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+		<layer id="2759" name="__module.model.layers.12.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2601">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2760" name="Constant_231761" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="2761" name="Constant_231754" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2762" name="Constant_231756" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -43761,20 +42081,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2958" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2763" name="Constant_231758" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2959" name="__module.model.layers.12.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2764" name="Concat_231759" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -43787,109 +42106,78 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2448,2449,2452,sin.49">
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2960" name="Constant_29276" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="2961" name="__module.model.layers.12.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="2765" name="Broadcast_231762" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="2457">
-					<dim>-1</dim>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2962" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="2766" name="ReadValue_228274" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.12.keypresent.12.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2458,sin.51">
+				<port id="1" precision="FP32" names="past_key_values.12.key">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2963" name="__module.model.layers.12.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="2767" name="Constant_225116" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
-				<port id="2" precision="FP32" names="2473">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2964" name="__module.model.layers.12.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="2768" name="Gather_225117" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
+				<port id="1" precision="I32">
 					<dim>-1</dim>
-					<dim>128</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2474">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2965" name="self.model.layers.12.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="1860571304" size="2097152" />
+		<layer id="2769" name="self.model.layers.12.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1500051760" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -43898,7 +42186,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2966" name="Convert_299660" type="Convert" version="opset1">
+		<layer id="2770" name="Convert_256927" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -43915,8 +42203,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2967" name="self.model.layers.12.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="1862668456" size="16384" />
+		<layer id="2771" name="self.model.layers.12.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1502148912" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -43925,7 +42213,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2968" name="Convert_299662" type="Convert" version="opset1">
+		<layer id="2772" name="Convert_256929" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -43942,7 +42230,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2969" name="self.model.layers.12.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2773" name="self.model.layers.12.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43964,8 +42252,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2970" name="self.model.layers.12.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="1862684840" size="65536" />
+		<layer id="2774" name="self.model.layers.12.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1502165296" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -43974,7 +42262,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2971" name="self.model.layers.12.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2775" name="self.model.layers.12.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -43996,15 +42284,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2972" name="Constant_299667" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="2776" name="Constant_256934" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2973" name="Reshape_299668" type="Reshape" version="opset1">
+		<layer id="2777" name="Reshape_256935" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -44023,8 +42311,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2974" name="self.model.layers.12.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2778" name="__module.model.layers.12.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -44038,7 +42329,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2975" name="__module.model.layers.12.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2779" name="__module.model.layers.12.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44052,22 +42343,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2425,key_states.53">
+				<port id="2" precision="FP32" names="2547,key_states.53">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2976" name="Constant_255181" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="2780" name="Constant_215570" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2977" name="__module.model.layers.12.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2781" name="__module.model.layers.12.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44080,7 +42371,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2432">
+				<port id="2" precision="FP32" names="2554">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -44088,7 +42379,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2978" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2782" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -44096,7 +42387,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2979" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2783" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -44109,7 +42400,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2433,key_states.55">
+				<port id="2" precision="FP32" names="2555,k.25">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -44117,7 +42408,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2980" name="__module.model.layers.12.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2784" name="__module.model.layers.12.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44134,7 +42425,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2475">
+				<port id="2" precision="FP32" names="2602">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -44142,23 +42433,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2981" name="Constant_225714" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2982" name="Constant_225713" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2983" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="2785" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44174,13 +42449,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2984" name="__module.model.layers.12.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="2786" name="__module.model.layers.12.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="2985" name="__module.model.layers.12.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="2787" name="__module.model.layers.12.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -44190,10 +42465,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2476,2481" />
+				<port id="3" precision="I64" names="2603,2608" />
 			</output>
 		</layer>
-		<layer id="2986" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="2788" name="__module.model.layers.12.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -44203,23 +42478,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="2987" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="2789" name="__module.model.layers.12.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2478,2479,2483,2484" />
+				<port id="1" precision="I64" names="2605,2606,2610,2611" />
 			</output>
 		</layer>
-		<layer id="2988" name="Constant_254196" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2790" name="Constant_161512" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2989" name="__module.model.layers.12.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="2791" name="__module.model.layers.12.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -44233,53 +42508,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2990" name="Constant_225712" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="2792" name="__module.model.layers.12.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="2991" name="ScatterUpdate_225715" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="2992" name="Constant_225718" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="2793" name="__module.model.layers.12.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2993" name="Constant_225721" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2794" name="__module.model.layers.12.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2994" name="__module.model.layers.12.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2795" name="__module.model.layers.12.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -44288,17 +42541,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2485,x2.51">
+				<port id="5" precision="FP32" names="2612,x2.51">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -44306,8 +42562,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2995" name="Constant_246157" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="2796" name="Constant_208131" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -44317,7 +42573,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2996" name="__module.model.layers.12.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2797" name="__module.model.layers.12.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44334,7 +42590,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2486">
+				<port id="2" precision="FP32" names="2613">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -44342,24 +42598,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="2997" name="Constant_225766" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="2798" name="__module.model.layers.12.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2998" name="Constant_225771" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2799" name="__module.model.layers.12.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2800" name="__module.model.layers.12.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="2999" name="__module.model.layers.12.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2801" name="__module.model.layers.12.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -44368,17 +42631,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2480">
+				<port id="5" precision="FP32" names="2607">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -44386,7 +42652,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3000" name="__module.model.layers.12.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="2802" name="__module.model.layers.12.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44403,7 +42669,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2488">
+				<port id="2" precision="FP32" names="2615">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -44411,7 +42677,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3001" name="__module.model.layers.12.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="2803" name="__module.model.layers.12.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44428,7 +42694,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2489">
+				<port id="2" precision="FP32" names="2616">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -44436,7 +42702,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3002" name="__module.model.layers.12.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="2804" name="__module.model.layers.12.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44453,7 +42719,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2617">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -44461,7 +42727,7 @@
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 		</layer>
-		<layer id="3003" name="__module.model.layers.12.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="2805" name="__module.model.layers.12.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44486,7 +42752,7 @@
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 			</output>
 		</layer>
-		<layer id="3004" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="2806" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -44497,7 +42763,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2629,2630,2631">
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 					<dim>8</dim>
 					<dim>1</dim>
@@ -44506,38 +42772,7 @@
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-		<layer id="3008" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="2807" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44553,21 +42788,21 @@
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 			</output>
 		</layer>
-		<layer id="3009" name="Constant_255553" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2808" name="Constant_215838" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="3010" name="__module.model.layers.12.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="2809" name="__module.model.layers.12.self_attn/aten::size/Constant_7" type="Const" version="opset1">
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 			<output>
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 			</output>
 		</layer>
-		<layer id="3011" name="__module.model.layers.12.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="2810" name="__module.model.layers.12.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -44579,34 +42814,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="2623">
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 			</output>
 		</layer>
-		<layer id="3012" name="Constant_206183" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="2811" name="Constant_193891" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="3013" name="Constant_216272" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="2812" name="Constant_199468" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3014" name="Constant_216273" type="Const" version="opset1">
+		<layer id="2813" name="Constant_199469" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3015" name="Gather_216274" type="Gather" version="opset8">
+		<layer id="2814" name="Gather_199470" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -44623,7 +42858,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3016" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="2815" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -44640,12 +42875,12 @@
 				</port>
 			</input>
 			<output>
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+				<port id="4" precision="I64" names="2632">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3017" name="__module.model.layers.12.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="2816" name="__module.model.layers.12.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44660,7 +42895,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2633,hidden_states.371">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -44669,15 +42904,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3018" name="Constant_255182" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="2817" name="Constant_215571" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="3019" name="__module.model.layers.12.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="2818" name="__module.model.layers.12.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44692,7 +42927,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2510">
+				<port id="2" precision="FP32" names="2637,key_states.55">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -44700,13 +42935,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3020" name="Constant_292820" type="Const" version="opset1">
+		<layer id="2819" name="Constant_231748" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3021" name="Constant_292813" type="Const" version="opset1">
+		<layer id="2820" name="Constant_231741" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -44714,7 +42949,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3022" name="Constant_292815" type="Const" version="opset1">
+		<layer id="2821" name="Constant_231743" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -44722,7 +42957,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3023" name="Constant_292817" type="Const" version="opset1">
+		<layer id="2822" name="Constant_231745" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -44730,7 +42965,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3024" name="Concat_292818" type="Concat" version="opset1">
+		<layer id="2823" name="Concat_231746" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -44752,7 +42987,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3025" name="Broadcast_292821" type="Broadcast" version="opset3">
+		<layer id="2824" name="Broadcast_231749" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -44769,7 +43004,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3026" name="ReadValue_287169" type="ReadValue" version="opset6">
+		<layer id="2825" name="ReadValue_228276" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.12.valuepresent.12.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44788,13 +43023,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3027" name="Constant_281833" type="Const" version="opset1">
+		<layer id="2826" name="Constant_225119" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3028" name="Gather_281834" type="Gather" version="opset8">
+		<layer id="2827" name="Gather_225120" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44817,94 +43052,134 @@
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 			</output>
 		</layer>
-		<layer id="3029" name="self.model.layers.12.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 4096" offset="1862750376" size="4194304" />
+		<layer id="2828" name="self.model.layers.12.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1502230832" size="2097152" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3030" name="Convert_299650" type="Convert" version="opset1">
+		<layer id="2829" name="Convert_256917" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3031" name="self.model.layers.12.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 1" offset="1866944680" size="1024" />
+		<layer id="2830" name="self.model.layers.12.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1504327984" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3032" name="Convert_299653" type="Convert" version="opset1">
+		<layer id="2831" name="Convert_256919" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3033" name="self.model.layers.12.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2832" name="self.model.layers.12.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3034" name="self.model.layers.12.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="1866945704" size="2048" />
+		<layer id="2833" name="self.model.layers.12.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1504344368" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3035" name="self.model.layers.12.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2834" name="self.model.layers.12.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2835" name="Constant_256924" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2836" name="Reshape_256925" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -44912,8 +43187,11 @@
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 			</output>
 		</layer>
-		<layer id="3036" name="self.model.layers.12.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2837" name="__module.model.layers.12.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -44927,7 +43205,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3037" name="__module.model.layers.12.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2838" name="__module.model.layers.12.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44941,22 +43219,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2427,value_states.25">
+				<port id="2" precision="FP32" names="2549,value_states.25">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
-		<layer id="3038" name="Constant_255183" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="2839" name="Constant_215572" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
-		<layer id="3039" name="__module.model.layers.12.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="2840" name="__module.model.layers.12.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -44969,7 +43247,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2435">
+				<port id="2" precision="FP32" names="2557">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -44977,7 +43255,7 @@
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 		</layer>
-		<layer id="3040" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="2841" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
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@@ -44985,7 +43263,7 @@
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 		</layer>
-		<layer id="3041" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="2842" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -44998,7 +43276,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2558">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -45006,7 +43284,7 @@
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 			</output>
 		</layer>
-		<layer id="3042" name="__module.model.layers.12.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="2843" name="__module.model.layers.12.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
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@@ -45031,7 +43309,7 @@
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 			</output>
 		</layer>
-		<layer id="3043" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="2844" name="__module.model.layers.12.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45042,7 +43320,7 @@
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 			<output>
-				<port id="2" precision="FP32" names="2518,2519,2520">
+				<port id="2" precision="FP32" names="2645,2646,2647">
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 					<dim>8</dim>
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@@ -45051,7 +43329,7 @@
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 		</layer>
-		<layer id="3044" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="2845" name="__module.model.layers.12.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45067,21 +43345,21 @@
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 		</layer>
-		<layer id="3045" name="Constant_255556" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2846" name="Constant_215841" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3046" name="__module.model.layers.12.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="2847" name="__module.model.layers.12.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
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 		</layer>
-		<layer id="3047" name="__module.model.layers.12.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="2848" name="__module.model.layers.12.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -45093,34 +43371,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="2639">
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 		</layer>
-		<layer id="3048" name="Constant_206201" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="2849" name="Constant_193909" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="3049" name="Constant_216282" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="2850" name="Constant_199478" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="3050" name="Constant_216283" type="Const" version="opset1">
+		<layer id="2851" name="Constant_199479" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3051" name="Gather_216284" type="Gather" version="opset8">
+		<layer id="2852" name="Gather_199480" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -45137,7 +43415,7 @@
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 			</output>
 		</layer>
-		<layer id="3052" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="2853" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -45154,12 +43432,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="2521">
+				<port id="4" precision="I64" names="2648">
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 			</output>
 		</layer>
-		<layer id="3053" name="__module.model.layers.12.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="2854" name="__module.model.layers.12.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45174,7 +43452,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2649,hidden_states.375">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -45183,15 +43461,15 @@
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 			</output>
 		</layer>
-		<layer id="3054" name="Constant_255184" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="2855" name="Constant_215573" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3055" name="__module.model.layers.12.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2856" name="__module.model.layers.12.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45206,7 +43484,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2653">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -45214,7 +43492,7 @@
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 			</output>
 		</layer>
-		<layer id="3056" name="__module.model.layers.12.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="2857" name="__module.model.layers.12.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45243,7 +43521,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2527,attn_output.49">
+				<port id="4" precision="FP32" names="2659,attn_output.49">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -45251,7 +43529,7 @@
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 			</output>
 		</layer>
-		<layer id="3057" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="2858" name="__module.model.layers.12.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -45259,7 +43537,7 @@
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 			</output>
 		</layer>
-		<layer id="3058" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="2859" name="__module.model.layers.12.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45272,7 +43550,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2528">
+				<port id="2" precision="FP32" names="2660">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -45280,16 +43558,70 @@
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 			</output>
 		</layer>
-		<layer id="3059" name="Constant_255185" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="2860" name="__module.model.layers.12.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2861" name="Constant_199458" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2862" name="Constant_199459" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="2863" name="Gather_199460" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3060" name="__module.model.layers.12.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="2864" name="__module.model.layers.12.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="2662">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2865" name="__module.model.layers.12.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -45302,15 +43634,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2531">
+				<port id="2" precision="FP32" names="2663">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3061" name="self.model.layers.12.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="1866947752" size="8388608" />
+		<layer id="2866" name="self.model.layers.12.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1504409904" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -45319,7 +43651,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3062" name="Convert_299682" type="Convert" version="opset1">
+		<layer id="2867" name="Convert_256287" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -45336,8 +43668,8 @@
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 			</output>
 		</layer>
-		<layer id="3063" name="self.model.layers.12.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="1875336360" size="65536" />
+		<layer id="2868" name="self.model.layers.12.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1512798512" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -45346,7 +43678,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3064" name="Convert_299684" type="Convert" version="opset1">
+		<layer id="2869" name="Convert_256289" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -45363,7 +43695,7 @@
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 			</output>
 		</layer>
-		<layer id="3065" name="self.model.layers.12.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2870" name="self.model.layers.12.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45385,8 +43717,8 @@
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 			</output>
 		</layer>
-		<layer id="3066" name="self.model.layers.12.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="1875401896" size="262144" />
+		<layer id="2871" name="self.model.layers.12.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1512864048" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -45395,7 +43727,7 @@
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 			</output>
 		</layer>
-		<layer id="3067" name="self.model.layers.12.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2872" name="self.model.layers.12.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45417,7 +43749,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3068" name="Constant_299689" type="Const" version="opset1">
+		<layer id="2873" name="Constant_256294" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -45425,7 +43757,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3069" name="Reshape_299690" type="Reshape" version="opset1">
+		<layer id="2874" name="Reshape_256295" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45444,8 +43776,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3070" name="self.model.layers.12.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2875" name="__module.model.layers.12.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -45459,13 +43794,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3071" name="__module.model.layers.12.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2876" name="__module.model.layers.12.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -45473,14 +43808,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2533,2535,hidden_states.379">
+				<port id="2" precision="FP32" names="2665,2667,hidden_states.377">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3072" name="__module.model.layers.12/aten::add/Add" type="Add" version="opset1">
+		<layer id="2877" name="__module.model.layers.12/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -45495,15 +43830,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2538,2540,2551,hidden_states.381,hidden_states.383">
+				<port id="2" precision="FP32" names="2670,2672,2683,hidden_states.379,hidden_states.381">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3073" name="Constant_246161" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="1875664040" size="16384" />
+		<layer id="2878" name="Constant_208135" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
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@@ -45512,7 +43847,7 @@
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@@ -45522,7 +43857,7 @@
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-		<layer id="3075" name="Constant_246158" type="Const" version="opset1">
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@@ -45532,7 +43867,7 @@
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+		<layer id="2881" name="__module.model.layers.12.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
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@@ -45547,22 +43882,22 @@
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-		<layer id="3077" name="Constant_9033" type="Const" version="opset1">
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+		<layer id="2883" name="__module.model.layers.12.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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@@ -45575,14 +43910,14 @@
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-		<layer id="3079" name="Constant_246159" type="Const" version="opset1">
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@@ -45592,7 +43927,7 @@
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+		<layer id="2885" name="__module.model.layers.12.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -45607,14 +43942,14 @@
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-		<layer id="3081" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="2886" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
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@@ -45630,7 +43965,7 @@
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+		<layer id="2887" name="__module.model.layers.12.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -45645,14 +43980,14 @@
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 			<output>
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+		<layer id="2888" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -45667,14 +44002,14 @@
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-		<layer id="3084" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="2889" name="__module.model.layers.12.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -45689,15 +44024,15 @@
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 					<dim>4096</dim>
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-			<data element_type="u4" shape="14336, 32, 128" offset="1875680424" size="29360128" />
+		<layer id="2890" name="self.model.layers.12.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -45706,7 +44041,7 @@
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 		</layer>
-		<layer id="3086" name="Convert_299704" type="Convert" version="opset1">
+		<layer id="2891" name="Convert_255447" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -45723,8 +44058,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="1905040552" size="229376" />
+		<layer id="2892" name="self.model.layers.12.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1542502704" size="229376" />
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 				<port id="0" precision="U4">
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@@ -45733,7 +44068,7 @@
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 		</layer>
-		<layer id="3088" name="Convert_299706" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -45750,7 +44085,7 @@
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-		<layer id="3089" name="self.model.layers.12.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -45772,8 +44107,8 @@
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+		<layer id="2895" name="self.model.layers.12.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -45782,7 +44117,7 @@
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 		</layer>
-		<layer id="3091" name="self.model.layers.12.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -45804,15 +44139,15 @@
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-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="2897" name="Constant_255454" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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-		<layer id="3093" name="Reshape_299712" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -45831,8 +44166,11 @@
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 		</layer>
-		<layer id="3094" name="self.model.layers.12.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2899" name="__module.model.layers.12.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -45846,7 +44184,7 @@
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 			</output>
 		</layer>
-		<layer id="3095" name="__module.model.layers.12.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2900" name="__module.model.layers.12.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
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@@ -45860,14 +44198,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 		</layer>
-		<layer id="3096" name="__module.model.layers.12.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -45876,101 +44214,141 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>14336</dim>
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-			<data element_type="u8" shape="14336, 4096" offset="1906187432" size="58720256" />
+		<layer id="2902" name="self.model.layers.12.mlp.up_proj.weight" type="Const" version="opset1">
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="3098" name="Convert_299694" type="Convert" version="opset1">
+		<layer id="2903" name="Convert_255437" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
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+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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-			<data element_type="u8" shape="14336, 1" offset="1964907688" size="14336" />
+		<layer id="2904" name="self.model.layers.12.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1573009712" size="229376" />
 			<output>
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 		</layer>
-		<layer id="3100" name="Convert_299697" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="3101" name="self.model.layers.12.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2906" name="self.model.layers.12.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
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-			<data element_type="f16" shape="14336, 1" offset="1964922024" size="28672" />
+		<layer id="2907" name="self.model.layers.12.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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+		</layer>
+		<layer id="2909" name="Constant_255444" type="Const" version="opset1">
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+				<port id="0" precision="I32">
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+		<layer id="2910" name="Reshape_255445" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
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 			<output>
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 					<dim>14336</dim>
@@ -45978,8 +44356,11 @@
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-		<layer id="3104" name="self.model.layers.12.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2911" name="__module.model.layers.12.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
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@@ -45993,7 +44374,7 @@
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@@ -46007,14 +44388,14 @@
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-		<layer id="3106" name="__module.model.layers.12.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -46029,15 +44410,15 @@
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@@ -46046,7 +44427,7 @@
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@@ -46063,8 +44444,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="1994310824" size="229376" />
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@@ -46073,7 +44454,7 @@
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@@ -46090,7 +44471,7 @@
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@@ -46112,8 +44493,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="1994540200" size="917504" />
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@@ -46122,7 +44503,7 @@
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@@ -46144,15 +44525,15 @@
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-			<data element_type="i32" shape="2" offset="316431520" size="8" />
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-		<layer id="3115" name="Reshape_299723" type="Reshape" version="opset1">
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@@ -46171,8 +44552,11 @@
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+		<layer id="2923" name="__module.model.layers.12.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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@@ -46186,7 +44570,7 @@
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@@ -46200,14 +44584,14 @@
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+		<layer id="2926" name="Constant_208139" type="Const" version="opset1">
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@@ -46239,7 +44623,7 @@
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-		<layer id="3120" name="Constant_246164" type="Const" version="opset1">
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@@ -46249,7 +44633,7 @@
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-		<layer id="3121" name="Constant_246162" type="Const" version="opset1">
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@@ -46259,7 +44643,7 @@
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-		<layer id="3122" name="__module.model.layers.13.input_layernorm/aten::pow/Power" type="Power" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -46274,22 +44658,22 @@
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-		<layer id="3123" name="Constant_9104" type="Const" version="opset1">
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 			<output>
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-		<layer id="3124" name="__module.model.layers.13.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
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@@ -46302,14 +44686,14 @@
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-		<layer id="3125" name="Constant_246163" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
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@@ -46319,7 +44703,7 @@
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-		<layer id="3126" name="__module.model.layers.13.input_layernorm/aten::add/Add" type="Add" version="opset1">
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@@ -46334,14 +44718,14 @@
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+		<layer id="2934" name="__module.model.layers.13.input_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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@@ -46357,7 +44741,7 @@
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-		<layer id="3128" name="__module.model.layers.13.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="2935" name="__module.model.layers.13.input_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -46372,14 +44756,14 @@
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-		<layer id="3129" name="__module.model.layers.13.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="2936" name="__module.model.layers.13.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -46394,14 +44778,14 @@
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 			<output>
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 			<data auto_broadcast="numpy" />
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@@ -46416,101 +44800,141 @@
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 			<output>
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 					<dim>-1</dim>
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 			<output>
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-		<layer id="3132" name="Convert_299749" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
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 			<output>
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 					<dim>4096</dim>
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-			<data element_type="u8" shape="4096, 1" offset="2012251304" size="4096" />
+		<layer id="2940" name="self.model.layers.13.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
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-		<layer id="3134" name="Convert_299752" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<output>
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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+			<output>
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+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="2945" name="Constant_256304" type="Const" version="opset1">
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+		<layer id="2946" name="Reshape_256305" type="Reshape" version="opset1">
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+				<port id="0" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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@@ -46518,8 +44942,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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 				<port id="0" precision="FP16">
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@@ -46562,7 +44989,7 @@
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@@ -46575,7 +45002,7 @@
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@@ -46583,7 +45010,7 @@
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@@ -46591,7 +45018,7 @@
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@@ -46604,7 +45031,7 @@
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@@ -46612,281 +45039,7 @@
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+		<layer id="2953" name="__module.model.layers.13.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46903,7 +45056,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -46911,23 +45064,7 @@
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -46943,13 +45080,13 @@
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 			</output>
 		</layer>
-		<layer id="3169" name="__module.model.layers.13.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="2955" name="__module.model.layers.13.self_attn/aten::size/Constant_3" type="Const" version="opset1">
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 		</layer>
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+		<layer id="2956" name="__module.model.layers.13.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -46959,10 +45096,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="2767,2772" />
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 		</layer>
-		<layer id="3171" name="__module.model.layers.13.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -46972,23 +45109,23 @@
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 		</layer>
-		<layer id="3172" name="__module.model.layers.13.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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 		</layer>
-		<layer id="3173" name="Constant_254206" type="Const" version="opset1">
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+		<layer id="2959" name="Constant_161526" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="3174" name="__module.model.layers.13.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -47002,53 +45139,31 @@
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 		</layer>
-		<layer id="3175" name="Constant_225887" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2963" name="__module.model.layers.13.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2964" name="__module.model.layers.13.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -47057,17 +45172,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -47075,8 +45193,8 @@
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 		</layer>
-		<layer id="3180" name="Constant_246166" type="Const" version="opset1">
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+		<layer id="2965" name="Constant_208140" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -47086,7 +45204,7 @@
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 			</output>
 		</layer>
-		<layer id="3181" name="__module.model.layers.13.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="2966" name="__module.model.layers.13.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47103,7 +45221,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2640">
+				<port id="2" precision="FP32" names="2777">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -47111,24 +45229,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3182" name="Constant_225941" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="2967" name="__module.model.layers.13.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3183" name="Constant_225946" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="2968" name="__module.model.layers.13.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2969" name="__module.model.layers.13.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3184" name="__module.model.layers.13.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2970" name="__module.model.layers.13.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -47137,17 +45262,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2634">
+				<port id="5" precision="FP32" names="2771">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -47155,7 +45283,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3185" name="__module.model.layers.13.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="2971" name="__module.model.layers.13.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47172,7 +45300,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2642">
+				<port id="2" precision="FP32" names="2779">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -47180,16 +45308,71 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3186" name="self.model.layers.13.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
+		<layer id="2972" name="__module.model.layers.13.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="2780">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2973" name="__module.model.layers.13.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.13.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="2781">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3187" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+		<layer id="2974" name="Constant_231787" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="2975" name="Constant_231780" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="2976" name="Constant_231782" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -47197,20 +45380,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3188" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="2977" name="Constant_231784" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3189" name="__module.model.layers.13.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="2978" name="Concat_231785" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -47223,109 +45405,78 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2618,2619,2622,sin.53">
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3190" name="Constant_29282" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3191" name="__module.model.layers.13.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="2979" name="Broadcast_231788" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="2627">
-					<dim>-1</dim>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3192" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="2980" name="ReadValue_228278" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.13.keypresent.13.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2628,sin.55">
+				<port id="1" precision="FP32" names="past_key_values.13.key">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3193" name="__module.model.layers.13.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="2981" name="Constant_225122" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
-				<port id="2" precision="FP32" names="2643">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3194" name="__module.model.layers.13.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="2982" name="Gather_225123" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
+				<port id="1" precision="I32">
 					<dim>-1</dim>
-					<dim>128</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2644">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3195" name="self.model.layers.13.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="2012263592" size="2097152" />
+		<layer id="2983" name="self.model.layers.13.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1613396272" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -47334,7 +45485,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3196" name="Convert_299737" type="Convert" version="opset1">
+		<layer id="2984" name="Convert_256947" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -47351,8 +45502,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3197" name="self.model.layers.13.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="2014360744" size="16384" />
+		<layer id="2985" name="self.model.layers.13.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1615493424" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -47361,7 +45512,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3198" name="Convert_299739" type="Convert" version="opset1">
+		<layer id="2986" name="Convert_256949" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -47378,7 +45529,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3199" name="self.model.layers.13.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="2987" name="self.model.layers.13.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47400,8 +45551,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3200" name="self.model.layers.13.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="2014377128" size="65536" />
+		<layer id="2988" name="self.model.layers.13.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1615509808" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -47410,7 +45561,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3201" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="2989" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47432,15 +45583,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3202" name="Constant_299744" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="2990" name="Constant_256954" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3203" name="Reshape_299745" type="Reshape" version="opset1">
+		<layer id="2991" name="Reshape_256955" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -47459,8 +45610,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3204" name="self.model.layers.13.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="2992" name="__module.model.layers.13.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -47474,7 +45628,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3205" name="__module.model.layers.13.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="2993" name="__module.model.layers.13.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47488,22 +45642,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2595,key_states.57">
+				<port id="2" precision="FP32" names="2727,key_states.57">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3206" name="Constant_255187" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="2994" name="Constant_215575" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3207" name="__module.model.layers.13.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="2995" name="__module.model.layers.13.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47516,7 +45670,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2602">
+				<port id="2" precision="FP32" names="2734">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -47524,7 +45678,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3208" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="2996" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -47532,7 +45686,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3209" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="2997" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -47545,7 +45699,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2603,key_states.59">
+				<port id="2" precision="FP32" names="2735,k.27">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -47553,7 +45707,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3210" name="__module.model.layers.13.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="2998" name="__module.model.layers.13.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47570,7 +45724,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2645">
+				<port id="2" precision="FP32" names="2782">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -47578,23 +45732,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3211" name="Constant_225990" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3212" name="Constant_225989" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="3213" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="2999" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47610,13 +45748,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3214" name="__module.model.layers.13.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="3000" name="__module.model.layers.13.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3215" name="__module.model.layers.13.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="3001" name="__module.model.layers.13.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -47626,10 +45764,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2646,2651" />
+				<port id="3" precision="I64" names="2783,2788" />
 			</output>
 		</layer>
-		<layer id="3216" name="__module.model.layers.13.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3002" name="__module.model.layers.13.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -47639,23 +45777,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3217" name="__module.model.layers.13.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3003" name="__module.model.layers.13.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2648,2649,2653,2654" />
+				<port id="1" precision="I64" names="2785,2786,2790,2791" />
 			</output>
 		</layer>
-		<layer id="3218" name="Constant_254208" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3004" name="Constant_161527" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3219" name="__module.model.layers.13.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="3005" name="__module.model.layers.13.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -47669,53 +45807,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3220" name="Constant_225988" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3006" name="__module.model.layers.13.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3221" name="ScatterUpdate_225991" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="3222" name="Constant_225994" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="3007" name="__module.model.layers.13.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3223" name="Constant_225997" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3008" name="__module.model.layers.13.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3224" name="__module.model.layers.13.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3009" name="__module.model.layers.13.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -47724,17 +45840,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2655,x2.55">
+				<port id="5" precision="FP32" names="2792,x2.55">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -47742,8 +45861,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3225" name="Constant_246167" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="3010" name="Constant_208141" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -47753,7 +45872,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3226" name="__module.model.layers.13.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3011" name="__module.model.layers.13.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47770,7 +45889,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2656">
+				<port id="2" precision="FP32" names="2793">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -47778,24 +45897,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3227" name="Constant_226042" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="3012" name="__module.model.layers.13.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3228" name="Constant_226047" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3013" name="__module.model.layers.13.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3014" name="__module.model.layers.13.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3229" name="__module.model.layers.13.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3015" name="__module.model.layers.13.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -47804,17 +45930,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2650">
+				<port id="5" precision="FP32" names="2787">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -47822,7 +45951,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3230" name="__module.model.layers.13.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3016" name="__module.model.layers.13.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47839,7 +45968,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2658">
+				<port id="2" precision="FP32" names="2795">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -47847,7 +45976,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3231" name="__module.model.layers.13.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3017" name="__module.model.layers.13.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47864,7 +45993,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2659">
+				<port id="2" precision="FP32" names="2796">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -47872,7 +46001,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3232" name="__module.model.layers.13.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3018" name="__module.model.layers.13.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47889,7 +46018,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2660">
+				<port id="2" precision="FP32" names="2797">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -47897,7 +46026,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3233" name="__module.model.layers.13.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3019" name="__module.model.layers.13.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47922,7 +46051,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3234" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="3020" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -47933,7 +46062,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2672,2673,2674">
+				<port id="2" precision="FP32" names="2809,2810,2811">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -47942,38 +46071,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3235" name="Constant_254809" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3236" name="Constant_254810" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="3237" name="Gather_254811" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="2665">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3238" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="3021" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -47989,21 +46087,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3239" name="Constant_255562" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3022" name="Constant_215844" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3240" name="__module.model.layers.13.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="3023" name="__module.model.layers.13.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3241" name="__module.model.layers.13.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="3024" name="__module.model.layers.13.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -48015,34 +46113,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2666">
+				<port id="3" precision="I64" names="2803">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3242" name="Constant_206219" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="3025" name="Constant_193927" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3243" name="Constant_216307" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="3026" name="Constant_199503" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3244" name="Constant_216308" type="Const" version="opset1">
+		<layer id="3027" name="Constant_199504" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3245" name="Gather_216309" type="Gather" version="opset8">
+		<layer id="3028" name="Gather_199505" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -48059,7 +46157,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3246" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="3029" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
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@@ -48076,12 +46174,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="2812">
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 		</layer>
-		<layer id="3247" name="__module.model.layers.13.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="3030" name="__module.model.layers.13.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48096,7 +46194,7 @@
 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -48105,15 +46203,15 @@
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-		<layer id="3248" name="Constant_255188" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="3031" name="Constant_215576" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3249" name="__module.model.layers.13.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="3032" name="__module.model.layers.13.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48128,7 +46226,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2680">
+				<port id="2" precision="FP32" names="2817,key_states.59">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48136,13 +46234,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3250" name="Constant_292846" type="Const" version="opset1">
+		<layer id="3033" name="Constant_231774" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3251" name="Constant_292839" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -48150,7 +46248,7 @@
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 			</output>
 		</layer>
-		<layer id="3252" name="Constant_292841" type="Const" version="opset1">
+		<layer id="3035" name="Constant_231769" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -48158,7 +46256,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3253" name="Constant_292843" type="Const" version="opset1">
+		<layer id="3036" name="Constant_231771" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -48166,7 +46264,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3254" name="Concat_292844" type="Concat" version="opset1">
+		<layer id="3037" name="Concat_231772" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -48188,7 +46286,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3255" name="Broadcast_292847" type="Broadcast" version="opset3">
+		<layer id="3038" name="Broadcast_231775" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -48205,7 +46303,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3256" name="ReadValue_287173" type="ReadValue" version="opset6">
+		<layer id="3039" name="ReadValue_228280" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.13.valuepresent.13.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48224,13 +46322,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3257" name="Constant_281839" type="Const" version="opset1">
+		<layer id="3040" name="Constant_225125" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3258" name="Gather_281840" type="Gather" version="opset8">
+		<layer id="3041" name="Gather_225126" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48253,94 +46351,134 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3259" name="self.model.layers.13.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 4096" offset="2014442664" size="4194304" />
+		<layer id="3042" name="self.model.layers.13.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1615575344" size="2097152" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3260" name="Convert_299727" type="Convert" version="opset1">
+		<layer id="3043" name="Convert_256937" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3261" name="self.model.layers.13.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 1" offset="2018636968" size="1024" />
+		<layer id="3044" name="self.model.layers.13.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1617672496" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3262" name="Convert_299730" type="Convert" version="opset1">
+		<layer id="3045" name="Convert_256939" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3263" name="self.model.layers.13.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3046" name="self.model.layers.13.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3264" name="self.model.layers.13.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="2018637992" size="2048" />
+		<layer id="3047" name="self.model.layers.13.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1617688880" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3265" name="self.model.layers.13.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3048" name="self.model.layers.13.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3049" name="Constant_256944" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3050" name="Reshape_256945" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -48348,8 +46486,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3266" name="self.model.layers.13.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3051" name="__module.model.layers.13.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -48363,7 +46504,7 @@
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 			</output>
 		</layer>
-		<layer id="3267" name="__module.model.layers.13.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3052" name="__module.model.layers.13.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48377,22 +46518,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2597,value_states.27">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
-		<layer id="3268" name="Constant_255189" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="3053" name="Constant_215577" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
-		<layer id="3269" name="__module.model.layers.13.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3054" name="__module.model.layers.13.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48405,7 +46546,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2605">
+				<port id="2" precision="FP32" names="2737">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -48413,7 +46554,7 @@
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 			</output>
 		</layer>
-		<layer id="3270" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3055" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -48421,7 +46562,7 @@
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 			</output>
 		</layer>
-		<layer id="3271" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3056" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48434,7 +46575,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2606">
+				<port id="2" precision="FP32" names="2738">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -48442,7 +46583,7 @@
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 			</output>
 		</layer>
-		<layer id="3272" name="__module.model.layers.13.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3057" name="__module.model.layers.13.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48467,7 +46608,7 @@
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 			</output>
 		</layer>
-		<layer id="3273" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="3058" name="__module.model.layers.13.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48478,7 +46619,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2688,2689,2690">
+				<port id="2" precision="FP32" names="2825,2826,2827">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -48487,7 +46628,7 @@
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 			</output>
 		</layer>
-		<layer id="3274" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="3059" name="__module.model.layers.13.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48503,21 +46644,21 @@
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 			</output>
 		</layer>
-		<layer id="3275" name="Constant_255565" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3060" name="Constant_215847" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3276" name="__module.model.layers.13.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="3061" name="__module.model.layers.13.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="3277" name="__module.model.layers.13.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="3062" name="__module.model.layers.13.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -48529,34 +46670,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2682">
+				<port id="3" precision="I64" names="2819">
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 		</layer>
-		<layer id="3278" name="Constant_206237" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="3063" name="Constant_193945" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="3279" name="Constant_216317" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="3064" name="Constant_199513" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="3280" name="Constant_216318" type="Const" version="opset1">
+		<layer id="3065" name="Constant_199514" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3281" name="Gather_216319" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -48573,7 +46714,7 @@
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 			</output>
 		</layer>
-		<layer id="3282" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="3067" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -48590,12 +46731,12 @@
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 			<output>
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+				<port id="4" precision="I64" names="2828">
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 		</layer>
-		<layer id="3283" name="__module.model.layers.13.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="3068" name="__module.model.layers.13.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48610,7 +46751,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2829,hidden_states.405">
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 					<dim>8</dim>
 					<dim>4</dim>
@@ -48619,15 +46760,15 @@
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-		<layer id="3284" name="Constant_255190" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="3069" name="Constant_215578" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3285" name="__module.model.layers.13.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3070" name="__module.model.layers.13.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -48642,7 +46783,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2696">
+				<port id="2" precision="FP32" names="2833">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48650,7 +46791,7 @@
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 		</layer>
-		<layer id="3286" name="__module.model.layers.13.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3071" name="__module.model.layers.13.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48679,7 +46820,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2697,attn_output.53">
+				<port id="4" precision="FP32" names="2839,attn_output.53">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -48687,7 +46828,7 @@
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 		</layer>
-		<layer id="3287" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="3072" name="__module.model.layers.13.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -48695,7 +46836,7 @@
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 			</output>
 		</layer>
-		<layer id="3288" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3073" name="__module.model.layers.13.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48708,7 +46849,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2698">
+				<port id="2" precision="FP32" names="2840">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -48716,16 +46857,70 @@
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 			</output>
 		</layer>
-		<layer id="3289" name="Constant_255191" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="3074" name="__module.model.layers.13.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3075" name="Constant_199493" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3076" name="Constant_199494" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="3077" name="Gather_199495" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3290" name="__module.model.layers.13.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="3078" name="__module.model.layers.13.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="2842">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3079" name="__module.model.layers.13.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -48738,101 +46933,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2701">
+				<port id="2" precision="FP32" names="2843">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3291" name="self.model.layers.13.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="2018640040" size="16777216" />
+		<layer id="3080" name="self.model.layers.13.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1617754416" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3292" name="Convert_299760" type="Convert" version="opset1">
+		<layer id="3081" name="Convert_256307" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3293" name="self.model.layers.13.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="2035417256" size="4096" />
+		<layer id="3082" name="self.model.layers.13.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1626143024" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3294" name="Convert_299763" type="Convert" version="opset1">
+		<layer id="3083" name="Convert_256309" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3295" name="self.model.layers.13.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3084" name="self.model.layers.13.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3296" name="self.model.layers.13.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="2035421352" size="8192" />
+		<layer id="3085" name="self.model.layers.13.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1626208560" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3297" name="self.model.layers.13.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3086" name="self.model.layers.13.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3087" name="Constant_256314" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="139917104" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3088" name="Reshape_256315" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -48840,8 +47075,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3298" name="self.model.layers.13.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3089" name="__module.model.layers.13.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -48855,13 +47093,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3299" name="__module.model.layers.13.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3090" name="__module.model.layers.13.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -48869,14 +47107,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2703,2705,hidden_states.409">
+				<port id="2" precision="FP32" names="2845,2847,hidden_states.407">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3300" name="__module.model.layers.13/aten::add/Add" type="Add" version="opset1">
+		<layer id="3091" name="__module.model.layers.13/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48891,15 +47129,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2708,2710,2721,hidden_states.411,hidden_states.413">
+				<port id="2" precision="FP32" names="2850,2852,2863,hidden_states.409,hidden_states.411">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="3301" name="Constant_246171" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="2035429544" size="16384" />
+		<layer id="3092" name="Constant_208145" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1626470704" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -48908,7 +47146,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3302" name="Constant_246170" type="Const" version="opset1">
+		<layer id="3093" name="Constant_208144" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -48918,7 +47156,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3303" name="Constant_246168" type="Const" version="opset1">
+		<layer id="3094" name="Constant_208142" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -48928,7 +47166,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3304" name="__module.model.layers.13.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="3095" name="__module.model.layers.13.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48943,22 +47181,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2711">
+				<port id="2" precision="FP32" names="2853">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="3305" name="Constant_9709" type="Const" version="opset1">
+		<layer id="3096" name="Constant_10751" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="2712">
+				<port id="0" precision="I64" names="2854">
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 			</output>
 		</layer>
-		<layer id="3306" name="__module.model.layers.13.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3097" name="__module.model.layers.13.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -48971,14 +47209,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2713,variance.55">
+				<port id="2" precision="FP32" names="2855,variance.55">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3307" name="Constant_246169" type="Const" version="opset1">
+		<layer id="3098" name="Constant_208143" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -48988,7 +47226,7 @@
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 			</output>
 		</layer>
-		<layer id="3308" name="__module.model.layers.13.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="3099" name="__module.model.layers.13.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49003,14 +47241,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2714">
+				<port id="2" precision="FP32" names="2856">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="3309" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3100" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -49026,7 +47264,7 @@
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 			</output>
 		</layer>
-		<layer id="3310" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3101" name="__module.model.layers.13.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -49041,14 +47279,14 @@
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@@ -49063,14 +47301,14 @@
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-		<layer id="3312" name="__module.model.layers.13.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3103" name="__module.model.layers.13.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -49085,15 +47323,15 @@
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 			<output>
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 					<dim>4096</dim>
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-			<data element_type="u4" shape="14336, 32, 128" offset="2035445928" size="29360128" />
+		<layer id="3104" name="self.model.layers.13.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -49102,7 +47340,7 @@
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-		<layer id="3314" name="Convert_299781" type="Convert" version="opset1">
+		<layer id="3105" name="Convert_255477" type="Convert" version="opset1">
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 			<input>
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@@ -49119,8 +47357,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="2064806056" size="229376" />
+		<layer id="3106" name="self.model.layers.13.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1655847216" size="229376" />
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@@ -49129,7 +47367,7 @@
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-		<layer id="3316" name="Convert_299783" type="Convert" version="opset1">
+		<layer id="3107" name="Convert_255479" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
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@@ -49146,7 +47384,7 @@
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 		</layer>
-		<layer id="3317" name="self.model.layers.13.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -49168,8 +47406,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="2065035432" size="917504" />
+		<layer id="3109" name="self.model.layers.13.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1656076592" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
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@@ -49178,7 +47416,7 @@
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 		</layer>
-		<layer id="3319" name="self.model.layers.13.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3110" name="self.model.layers.13.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -49200,15 +47438,15 @@
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-		<layer id="3320" name="Constant_299788" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="3111" name="Constant_255484" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
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 				<port id="0" precision="I32">
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-		<layer id="3321" name="Reshape_299789" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -49227,8 +47465,11 @@
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 		</layer>
-		<layer id="3322" name="self.model.layers.13.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3113" name="__module.model.layers.13.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -49242,7 +47483,7 @@
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 		</layer>
-		<layer id="3323" name="__module.model.layers.13.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3114" name="__module.model.layers.13.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -49256,14 +47497,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2868,input.27">
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 					<dim>14336</dim>
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-		<layer id="3324" name="__module.model.layers.13.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="3115" name="__module.model.layers.13.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
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@@ -49272,15 +47513,15 @@
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 			<output>
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 					<dim>14336</dim>
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-			<data element_type="u4" shape="14336, 32, 128" offset="2065952936" size="29360128" />
+		<layer id="3116" name="self.model.layers.13.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1656994096" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -49289,7 +47530,7 @@
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 		</layer>
-		<layer id="3326" name="Convert_299770" type="Convert" version="opset1">
+		<layer id="3117" name="Convert_255467" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -49306,8 +47547,8 @@
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-		<layer id="3327" name="self.model.layers.13.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="2095313064" size="229376" />
+		<layer id="3118" name="self.model.layers.13.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1686354224" size="229376" />
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 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -49316,7 +47557,7 @@
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 		</layer>
-		<layer id="3328" name="Convert_299772" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -49333,7 +47574,7 @@
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 		</layer>
-		<layer id="3329" name="self.model.layers.13.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -49355,8 +47596,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="2095542440" size="917504" />
+		<layer id="3121" name="self.model.layers.13.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -49365,7 +47606,7 @@
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 			</output>
 		</layer>
-		<layer id="3331" name="self.model.layers.13.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -49387,15 +47628,15 @@
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-		<layer id="3332" name="Constant_299777" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="3123" name="Constant_255474" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
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 				<port id="0" precision="I32">
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-		<layer id="3333" name="Reshape_299778" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -49414,8 +47655,11 @@
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 		</layer>
-		<layer id="3334" name="self.model.layers.13.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3125" name="__module.model.layers.13.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -49429,7 +47673,7 @@
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 		</layer>
-		<layer id="3335" name="__module.model.layers.13.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -49443,14 +47687,14 @@
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 			</input>
 			<output>
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 					<dim>14336</dim>
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-		<layer id="3336" name="__module.model.layers.13.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3127" name="__module.model.layers.13.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -49465,15 +47709,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>14336</dim>
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-			<data element_type="u4" shape="4096, 112, 128" offset="2096459944" size="29360128" />
+		<layer id="3128" name="self.model.layers.13.mlp.down_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -49482,7 +47726,7 @@
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-		<layer id="3338" name="Convert_299792" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -49499,8 +47743,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="2125820072" size="229376" />
+		<layer id="3130" name="self.model.layers.13.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="1716861232" size="229376" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -49509,7 +47753,7 @@
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 		</layer>
-		<layer id="3340" name="Convert_299794" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -49526,7 +47770,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -49548,8 +47792,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="2126049448" size="917504" />
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 				<port id="0" precision="FP16">
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@@ -49558,7 +47802,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -49580,15 +47824,15 @@
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+		<layer id="3135" name="Constant_255494" type="Const" version="opset1">
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-		<layer id="3345" name="Reshape_299800" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -49607,8 +47851,11 @@
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-		<layer id="3346" name="self.model.layers.13.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3137" name="__module.model.layers.13.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 				<port id="0" precision="FP16">
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@@ -49622,7 +47869,7 @@
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-		<layer id="3347" name="__module.model.layers.13.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -49636,14 +47883,14 @@
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@@ -49658,15 +47905,15 @@
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+		<layer id="3140" name="Constant_208149" type="Const" version="opset1">
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 			<data destination_type="f32" />
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+		<layer id="3167" name="__module.model.layers.14.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50339,7 +48355,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2946">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -50347,23 +48363,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="I64">
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+		<layer id="3168" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50379,13 +48379,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3399" name="__module.model.layers.14.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="3169" name="__module.model.layers.14.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3400" name="__module.model.layers.14.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="3170" name="__module.model.layers.14.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -50395,10 +48395,10 @@
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 			</input>
 			<output>
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+				<port id="3" precision="I64" names="2947,2952" />
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 		</layer>
-		<layer id="3401" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="3171" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -50408,23 +48408,23 @@
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 			</output>
 		</layer>
-		<layer id="3402" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="3172" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="2949,2950,2954,2955" />
 			</output>
 		</layer>
-		<layer id="3403" name="Constant_254218" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3173" name="Constant_161541" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3404" name="__module.model.layers.14.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="3174" name="__module.model.layers.14.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -50438,53 +48438,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3405" name="Constant_226163" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3175" name="__module.model.layers.14.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="3406" name="ScatterUpdate_226166" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="3407" name="Constant_226169" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="3176" name="__module.model.layers.14.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3408" name="Constant_226172" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3177" name="__module.model.layers.14.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3409" name="__module.model.layers.14.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3178" name="__module.model.layers.14.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -50493,17 +48471,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2956,x2.57">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -50511,8 +48492,8 @@
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 			</output>
 		</layer>
-		<layer id="3410" name="Constant_246176" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="3179" name="Constant_208150" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -50522,7 +48503,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3411" name="__module.model.layers.14.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3180" name="__module.model.layers.14.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50539,7 +48520,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2810">
+				<port id="2" precision="FP32" names="2957">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -50547,24 +48528,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3412" name="Constant_226217" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="3181" name="__module.model.layers.14.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3182" name="__module.model.layers.14.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3413" name="Constant_226222" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3183" name="__module.model.layers.14.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3414" name="__module.model.layers.14.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3184" name="__module.model.layers.14.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -50573,17 +48561,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2804">
+				<port id="5" precision="FP32" names="2951">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -50591,7 +48582,7 @@
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 			</output>
 		</layer>
-		<layer id="3415" name="__module.model.layers.14.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3185" name="__module.model.layers.14.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -50608,7 +48599,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2812">
+				<port id="2" precision="FP32" names="2959">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -50616,101 +48607,7 @@
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 			</output>
 		</layer>
-		<layer id="3416" name="self.model.layers.14.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP32" names="self.model.layers.14.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="3417" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3418" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		<layer id="3419" name="__module.model.layers.14.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
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-				<port id="2" precision="I64">
-					<dim>1</dim>
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-				<port id="3" precision="I64">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-		</layer>
-		<layer id="3420" name="Constant_29288" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
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+		<layer id="3186" name="__module.model.layers.14.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -50727,7 +48624,7 @@
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 			</input>
 			<output>
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@@ -50735,7 +48632,7 @@
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 		</layer>
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@@ -50752,7 +48649,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -50760,8 +48657,125 @@
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-			<data element_type="u4" shape="1024, 32, 128" offset="2143772840" size="2097152" />
+		<layer id="3188" name="Constant_231813" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="3189" name="Constant_231806" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="3190" name="Constant_231808" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3191" name="Constant_231810" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="3192" name="Concat_231811" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
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+				<port id="2" precision="I64">
+					<dim>1</dim>
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+				<port id="3" precision="I64">
+					<dim>1</dim>
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+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3193" name="Broadcast_231814" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
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+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3194" name="ReadValue_228282" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.14.keypresent.14.key" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+				<port id="1" precision="FP32" names="past_key_values.14.key">
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
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+		</layer>
+		<layer id="3195" name="Constant_225128" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
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+		</layer>
+		<layer id="3196" name="Gather_225129" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>-1</dim>
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+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+		<layer id="3197" name="self.model.layers.14.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1726740784" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -50770,7 +48784,7 @@
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 			</output>
 		</layer>
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 			<data destination_type="f16" />
 			<input>
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@@ -50787,8 +48801,8 @@
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-			<data element_type="u4" shape="1024, 32, 1" offset="2145869992" size="16384" />
+		<layer id="3199" name="self.model.layers.14.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -50797,7 +48811,7 @@
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 			</output>
 		</layer>
-		<layer id="3428" name="Convert_299816" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -50814,7 +48828,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -50836,8 +48850,8 @@
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -50846,7 +48860,7 @@
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 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -50868,15 +48882,15 @@
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-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="3204" name="Constant_256974" type="Const" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -50895,8 +48909,11 @@
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 			</output>
 		</layer>
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+		<layer id="3206" name="__module.model.layers.14.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -50910,7 +48927,7 @@
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 			</output>
 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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@@ -50924,22 +48941,22 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>1024</dim>
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+		<layer id="3208" name="Constant_215580" type="Const" version="opset1">
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 			<input>
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@@ -50952,7 +48969,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -50960,7 +48977,7 @@
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 		</layer>
-		<layer id="3438" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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@@ -50968,7 +48985,7 @@
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 		</layer>
-		<layer id="3439" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -50981,7 +48998,7 @@
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 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -50989,7 +49006,7 @@
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 		</layer>
-		<layer id="3440" name="__module.model.layers.14.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3212" name="__module.model.layers.14.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -51006,7 +49023,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="2962">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -51014,23 +49031,7 @@
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 			<input>
 				<port id="0" precision="FP32">
@@ -51046,13 +49047,13 @@
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 		</layer>
-		<layer id="3444" name="__module.model.layers.14.self_attn/aten::size/Constant_7" type="Const" version="opset1">
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 			<output>
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 		</layer>
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+		<layer id="3215" name="__module.model.layers.14.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -51062,10 +49063,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="2963,2968" />
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 		</layer>
-		<layer id="3446" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3216" name="__module.model.layers.14.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -51075,23 +49076,23 @@
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 		</layer>
-		<layer id="3447" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3217" name="__module.model.layers.14.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+		<layer id="3218" name="Constant_161542" type="Const" version="opset1">
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 			<data special_zero="false" />
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 				<port id="0" precision="I64" />
@@ -51105,53 +49106,31 @@
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-			<data element_type="i32" shape="1" offset="0" size="4" />
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+		<layer id="3221" name="__module.model.layers.14.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3453" name="Constant_226273" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3222" name="__module.model.layers.14.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3223" name="__module.model.layers.14.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51160,17 +49139,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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+				<port id="5" precision="FP32" names="2972,x2.59">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -51178,8 +49160,8 @@
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 		</layer>
-		<layer id="3455" name="Constant_246177" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="3224" name="Constant_208151" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -51189,7 +49171,7 @@
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 			</output>
 		</layer>
-		<layer id="3456" name="__module.model.layers.14.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3225" name="__module.model.layers.14.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51206,7 +49188,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2826">
+				<port id="2" precision="FP32" names="2973">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -51214,24 +49196,31 @@
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 			</output>
 		</layer>
-		<layer id="3457" name="Constant_226318" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="3226" name="__module.model.layers.14.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3458" name="Constant_226323" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3227" name="__module.model.layers.14.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3459" name="__module.model.layers.14.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3228" name="__module.model.layers.14.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3229" name="__module.model.layers.14.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51240,17 +49229,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="2967">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -51258,7 +49250,7 @@
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 			</output>
 		</layer>
-		<layer id="3460" name="__module.model.layers.14.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3230" name="__module.model.layers.14.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51275,7 +49267,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2828">
+				<port id="2" precision="FP32" names="2975">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -51283,7 +49275,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3461" name="__module.model.layers.14.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3231" name="__module.model.layers.14.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51300,7 +49292,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2829">
+				<port id="2" precision="FP32" names="2976">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -51308,7 +49300,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3462" name="__module.model.layers.14.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3232" name="__module.model.layers.14.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51325,7 +49317,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2830">
+				<port id="2" precision="FP32" names="2977">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -51333,7 +49325,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3463" name="__module.model.layers.14.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3233" name="__module.model.layers.14.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51358,7 +49350,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3464" name="__module.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="3234" name="__module.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51369,7 +49361,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2989,2990,2991">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -51378,38 +49370,7 @@
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 			</output>
 		</layer>
-		<layer id="3465" name="Constant_254825" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="3466" name="Constant_254826" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
-			</output>
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-		<layer id="3467" name="Gather_254827" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
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-		</layer>
-		<layer id="3468" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="3235" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51425,21 +49386,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3469" name="Constant_255571" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3236" name="Constant_215850" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3470" name="__module.model.layers.14.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="3237" name="__module.model.layers.14.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3471" name="__module.model.layers.14.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="3238" name="__module.model.layers.14.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -51451,34 +49412,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2836">
+				<port id="3" precision="I64" names="2983">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3472" name="Constant_206255" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="3239" name="Constant_193963" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3473" name="Constant_216342" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="3240" name="Constant_199538" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3474" name="Constant_216343" type="Const" version="opset1">
+		<layer id="3241" name="Constant_199539" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3475" name="Gather_216344" type="Gather" version="opset8">
+		<layer id="3242" name="Gather_199540" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -51495,7 +49456,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3476" name="__module.model.layers.14.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="3243" name="__module.model.layers.14.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -51512,12 +49473,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="2845">
+				<port id="4" precision="I64" names="2992">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3477" name="__module.model.layers.14.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="3244" name="__module.model.layers.14.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51532,7 +49493,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2846,hidden_states.433">
+				<port id="2" precision="FP32" names="2993,hidden_states.431">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -51541,15 +49502,15 @@
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 			</output>
 		</layer>
-		<layer id="3478" name="Constant_255194" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="3245" name="Constant_215581" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3479" name="__module.model.layers.14.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="3246" name="__module.model.layers.14.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51564,7 +49525,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2850">
+				<port id="2" precision="FP32" names="2997,key_states.63">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -51572,13 +49533,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3480" name="Constant_292872" type="Const" version="opset1">
+		<layer id="3247" name="Constant_231800" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3481" name="Constant_292865" type="Const" version="opset1">
+		<layer id="3248" name="Constant_231793" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -51586,7 +49547,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3482" name="Constant_292867" type="Const" version="opset1">
+		<layer id="3249" name="Constant_231795" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -51594,7 +49555,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3483" name="Constant_292869" type="Const" version="opset1">
+		<layer id="3250" name="Constant_231797" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -51602,7 +49563,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3484" name="Concat_292870" type="Concat" version="opset1">
+		<layer id="3251" name="Concat_231798" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -51624,7 +49585,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3485" name="Broadcast_292873" type="Broadcast" version="opset3">
+		<layer id="3252" name="Broadcast_231801" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -51641,7 +49602,7 @@
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 			</output>
 		</layer>
-		<layer id="3486" name="ReadValue_287177" type="ReadValue" version="opset6">
+		<layer id="3253" name="ReadValue_228284" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.14.valuepresent.14.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51660,13 +49621,13 @@
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 			</output>
 		</layer>
-		<layer id="3487" name="Constant_281845" type="Const" version="opset1">
+		<layer id="3254" name="Constant_225131" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3488" name="Gather_281846" type="Gather" version="opset8">
+		<layer id="3255" name="Gather_225132" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51689,94 +49650,134 @@
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 			</output>
 		</layer>
-		<layer id="3489" name="self.model.layers.14.self_attn.v_proj.weight" type="Const" version="opset1">
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+		<layer id="3256" name="self.model.layers.14.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1728919856" size="2097152" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="3490" name="Convert_299804" type="Convert" version="opset1">
+		<layer id="3257" name="Convert_256957" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="2150146216" size="1024" />
+		<layer id="3258" name="self.model.layers.14.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1731017008" size="16384" />
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3492" name="Convert_299807" type="Convert" version="opset1">
+		<layer id="3259" name="Convert_256959" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3493" name="self.model.layers.14.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3260" name="self.model.layers.14.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="2150147240" size="2048" />
+		<layer id="3261" name="self.model.layers.14.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1731033392" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3495" name="self.model.layers.14.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3262" name="self.model.layers.14.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3263" name="Constant_256964" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3264" name="Reshape_256965" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -51784,8 +49785,11 @@
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 			</output>
 		</layer>
-		<layer id="3496" name="self.model.layers.14.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3265" name="__module.model.layers.14.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -51799,7 +49803,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3497" name="__module.model.layers.14.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3266" name="__module.model.layers.14.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51813,22 +49817,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2767,value_states.29">
+				<port id="2" precision="FP32" names="2909,value_states.29">
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 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
-		<layer id="3498" name="Constant_255195" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="3267" name="Constant_215582" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3499" name="__module.model.layers.14.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3268" name="__module.model.layers.14.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51841,7 +49845,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="2917">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -51849,7 +49853,7 @@
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 			</output>
 		</layer>
-		<layer id="3500" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3269" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -51857,7 +49861,7 @@
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 			</output>
 		</layer>
-		<layer id="3501" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3270" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51870,7 +49874,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2776">
+				<port id="2" precision="FP32" names="2918">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -51878,7 +49882,7 @@
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 			</output>
 		</layer>
-		<layer id="3502" name="__module.model.layers.14.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3271" name="__module.model.layers.14.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51903,7 +49907,7 @@
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 			</output>
 		</layer>
-		<layer id="3503" name="__module.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="3272" name="__module.model.layers.14.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -51914,7 +49918,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2858,2859,2860">
+				<port id="2" precision="FP32" names="3005,3006,3007">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -51923,7 +49927,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3504" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="3273" name="__module.model.layers.14.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -51939,21 +49943,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3505" name="Constant_255574" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3274" name="Constant_215853" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3506" name="__module.model.layers.14.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="3275" name="__module.model.layers.14.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3507" name="__module.model.layers.14.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="3276" name="__module.model.layers.14.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -51965,34 +49969,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="2999">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3508" name="Constant_206273" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="3277" name="Constant_193981" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3509" name="Constant_216352" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="3278" name="Constant_199548" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3510" name="Constant_216353" type="Const" version="opset1">
+		<layer id="3279" name="Constant_199549" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3511" name="Gather_216354" type="Gather" version="opset8">
+		<layer id="3280" name="Gather_199550" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -52009,7 +50013,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3512" name="__module.model.layers.14.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="3281" name="__module.model.layers.14.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -52026,12 +50030,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="2861">
+				<port id="4" precision="I64" names="3008">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3513" name="__module.model.layers.14.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="3282" name="__module.model.layers.14.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52046,7 +50050,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2862,hidden_states.437">
+				<port id="2" precision="FP32" names="3009,hidden_states.435">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -52055,15 +50059,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3514" name="Constant_255196" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="3283" name="Constant_215583" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3515" name="__module.model.layers.14.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3284" name="__module.model.layers.14.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52078,7 +50082,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2866">
+				<port id="2" precision="FP32" names="3013">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -52086,7 +50090,7 @@
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 			</output>
 		</layer>
-		<layer id="3516" name="__module.model.layers.14.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3285" name="__module.model.layers.14.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52115,7 +50119,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2867,attn_output.57">
+				<port id="4" precision="FP32" names="3019,attn_output.57">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -52123,7 +50127,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3517" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="3286" name="__module.model.layers.14.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -52131,7 +50135,7 @@
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 			</output>
 		</layer>
-		<layer id="3518" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3287" name="__module.model.layers.14.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52144,7 +50148,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2868">
+				<port id="2" precision="FP32" names="3020">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -52152,16 +50156,70 @@
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 			</output>
 		</layer>
-		<layer id="3519" name="Constant_255197" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="3288" name="__module.model.layers.14.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3289" name="Constant_199528" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3290" name="Constant_199529" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="3291" name="Gather_199530" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
 			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3292" name="__module.model.layers.14.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="3022">
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-			<data special_zero="true" />
+		<layer id="3293" name="__module.model.layers.14.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
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@@ -52174,15 +50232,15 @@
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-			<data element_type="u4" shape="4096, 32, 128" offset="2150149288" size="8388608" />
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+			<data element_type="u4" shape="4096, 32, 128" offset="1731098928" size="8388608" />
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@@ -52191,7 +50249,7 @@
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 		</layer>
-		<layer id="3522" name="Convert_299836" type="Convert" version="opset1">
+		<layer id="3295" name="Convert_256327" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -52208,8 +50266,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="2158537896" size="65536" />
+		<layer id="3296" name="self.model.layers.14.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1739487536" size="65536" />
 			<output>
 				<port id="0" precision="U4">
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@@ -52218,7 +50276,7 @@
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 		</layer>
-		<layer id="3524" name="Convert_299838" type="Convert" version="opset1">
+		<layer id="3297" name="Convert_256329" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -52235,7 +50293,7 @@
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 		</layer>
-		<layer id="3525" name="self.model.layers.14.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -52257,8 +50315,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="2158603432" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="1739553072" size="262144" />
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 				<port id="0" precision="FP16">
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@@ -52267,7 +50325,7 @@
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 		</layer>
-		<layer id="3527" name="self.model.layers.14.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3300" name="self.model.layers.14.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -52289,7 +50347,7 @@
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 			</output>
 		</layer>
-		<layer id="3528" name="Constant_299843" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
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@@ -52297,7 +50355,7 @@
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 			</output>
 		</layer>
-		<layer id="3529" name="Reshape_299844" type="Reshape" version="opset1">
+		<layer id="3302" name="Reshape_256335" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -52316,8 +50374,11 @@
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 			</output>
 		</layer>
-		<layer id="3530" name="self.model.layers.14.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3303" name="__module.model.layers.14.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -52331,13 +50392,13 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -52345,14 +50406,14 @@
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="3532" name="__module.model.layers.14/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -52367,15 +50428,15 @@
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="3533" name="Constant_246181" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="2158865576" size="16384" />
+		<layer id="3306" name="Constant_208155" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -52384,7 +50445,7 @@
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 		</layer>
-		<layer id="3534" name="Constant_246180" type="Const" version="opset1">
+		<layer id="3307" name="Constant_208154" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
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@@ -52394,7 +50455,7 @@
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 		</layer>
-		<layer id="3535" name="Constant_246178" type="Const" version="opset1">
+		<layer id="3308" name="Constant_208152" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -52404,7 +50465,7 @@
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 			</output>
 		</layer>
-		<layer id="3536" name="__module.model.layers.14.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="3309" name="__module.model.layers.14.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52419,22 +50480,22 @@
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 			<output>
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 					<dim>4096</dim>
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 		</layer>
-		<layer id="3537" name="Constant_10385" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
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-		<layer id="3538" name="__module.model.layers.14.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3311" name="__module.model.layers.14.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52447,14 +50508,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3035,variance.59">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="3539" name="Constant_246179" type="Const" version="opset1">
+		<layer id="3312" name="Constant_208153" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -52464,7 +50525,7 @@
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 			</output>
 		</layer>
-		<layer id="3540" name="__module.model.layers.14.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="3313" name="__module.model.layers.14.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52479,14 +50540,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3036">
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 					<dim>-1</dim>
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-		<layer id="3541" name="__module.model.layers.14.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3314" name="__module.model.layers.14.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -52502,7 +50563,7 @@
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 			</output>
 		</layer>
-		<layer id="3542" name="__module.model.layers.14.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3315" name="__module.model.layers.14.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52517,14 +50578,14 @@
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 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="3543" name="__module.model.layers.14.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3316" name="__module.model.layers.14.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52539,14 +50600,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="2886,2887,hidden_states.445,hidden_states.447">
+				<port id="2" precision="FP32" names="3038,3039,hidden_states.443,hidden_states.445">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="3544" name="__module.model.layers.14.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3317" name="__module.model.layers.14.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -52561,15 +50622,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="u4" shape="14336, 32, 128" offset="2158881960" size="29360128" />
+		<layer id="3318" name="self.model.layers.14.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -52578,7 +50639,7 @@
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 		</layer>
-		<layer id="3546" name="Convert_299858" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -52595,8 +50656,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="2188242088" size="229376" />
+		<layer id="3320" name="self.model.layers.14.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1769191728" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -52605,7 +50666,7 @@
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 		</layer>
-		<layer id="3548" name="Convert_299860" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -52622,7 +50683,7 @@
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 		</layer>
-		<layer id="3549" name="self.model.layers.14.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -52644,8 +50705,8 @@
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-		<layer id="3550" name="self.model.layers.14.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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+		<layer id="3323" name="self.model.layers.14.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
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@@ -52654,7 +50715,7 @@
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 		</layer>
-		<layer id="3551" name="self.model.layers.14.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -52676,15 +50737,15 @@
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-		<layer id="3552" name="Constant_299865" type="Const" version="opset1">
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+		<layer id="3325" name="Constant_255514" type="Const" version="opset1">
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-		<layer id="3553" name="Reshape_299866" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -52703,8 +50764,11 @@
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 		</layer>
-		<layer id="3554" name="self.model.layers.14.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3327" name="__module.model.layers.14.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -52718,7 +50782,7 @@
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-		<layer id="3555" name="__module.model.layers.14.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -52732,14 +50796,14 @@
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -52748,15 +50812,15 @@
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 					<dim>14336</dim>
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@@ -52782,8 +50846,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="2218749096" size="229376" />
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@@ -52809,7 +50873,7 @@
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@@ -52831,8 +50895,8 @@
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@@ -52841,7 +50905,7 @@
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@@ -52863,15 +50927,15 @@
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@@ -52890,8 +50954,11 @@
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+		<layer id="3339" name="__module.model.layers.14.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -52905,7 +50972,7 @@
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@@ -52919,14 +50986,14 @@
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@@ -52941,15 +51008,15 @@
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@@ -52958,7 +51025,7 @@
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-		<layer id="3570" name="Convert_299869" type="Convert" version="opset1">
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 			<input>
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@@ -52975,8 +51042,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="2249256104" size="229376" />
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@@ -52985,7 +51052,7 @@
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-		<layer id="3572" name="Convert_299871" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -53002,7 +51069,7 @@
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@@ -53024,8 +51091,8 @@
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@@ -53034,7 +51101,7 @@
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@@ -53056,15 +51123,15 @@
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-			<data element_type="i32" shape="2" offset="316431520" size="8" />
+		<layer id="3349" name="Constant_255524" type="Const" version="opset1">
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-		<layer id="3577" name="Reshape_299877" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -53083,8 +51150,11 @@
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-		<layer id="3578" name="self.model.layers.14.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3351" name="__module.model.layers.14.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -53098,7 +51168,7 @@
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-		<layer id="3579" name="__module.model.layers.14.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -53112,14 +51182,14 @@
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 			<input>
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@@ -53134,15 +51204,15 @@
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 			<output>
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+		<layer id="3354" name="Constant_208159" type="Const" version="opset1">
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@@ -53151,7 +51221,7 @@
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-		<layer id="3582" name="Constant_246184" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
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@@ -53161,7 +51231,7 @@
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-		<layer id="3583" name="Constant_246182" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
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@@ -53171,7 +51241,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -53186,22 +51256,22 @@
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 					<dim>4096</dim>
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-		<layer id="3585" name="Constant_10456" type="Const" version="opset1">
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 			<output>
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-		<layer id="3586" name="__module.model.layers.15.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
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@@ -53214,14 +51284,14 @@
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 			<output>
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-		<layer id="3587" name="Constant_246183" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
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@@ -53231,7 +51301,7 @@
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@@ -53246,14 +51316,14 @@
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@@ -53269,7 +51339,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -53284,14 +51354,14 @@
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@@ -53306,14 +51376,14 @@
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@@ -53328,15 +51398,15 @@
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@@ -53345,7 +51415,7 @@
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@@ -53362,8 +51432,8 @@
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@@ -53372,7 +51442,7 @@
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@@ -53389,7 +51459,7 @@
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@@ -53411,8 +51481,8 @@
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@@ -53421,7 +51491,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -53443,7 +51513,7 @@
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 			</output>
 		</layer>
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@@ -53451,7 +51521,7 @@
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 			</output>
 		</layer>
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+		<layer id="3374" name="Reshape_256345" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -53470,8 +51540,11 @@
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 			</output>
 		</layer>
-		<layer id="3602" name="self.model.layers.15.self_attn.q_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3375" name="__module.model.layers.15.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -53485,7 +51558,7 @@
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 			</output>
 		</layer>
-		<layer id="3603" name="__module.model.layers.15.self_attn.q_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -53499,14 +51572,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3085,query_states.31">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="3604" name="Constant_255198" type="Const" version="opset1">
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 			<data element_type="i64" shape="4" offset="139917112" size="32" />
 			<output>
 				<port id="0" precision="I64">
@@ -53514,7 +51587,7 @@
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 			</output>
 		</layer>
-		<layer id="3605" name="__module.model.layers.15.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="3378" name="__module.model.layers.15.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53527,7 +51600,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3091">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -53535,7 +51608,7 @@
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 			</output>
 		</layer>
-		<layer id="3606" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="3379" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
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 				<port id="0" precision="I32">
@@ -53543,7 +51616,7 @@
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 			</output>
 		</layer>
-		<layer id="3607" name="__module.model.layers.15.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="3380" name="__module.model.layers.15.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -53556,7 +51629,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -53564,281 +51637,7 @@
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 			</output>
 		</layer>
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-		<layer id="3629" name="__module.model.layers.15.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53855,7 +51654,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -53863,23 +51662,7 @@
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -53895,13 +51678,13 @@
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 			</output>
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 			<data batch_dims="0" />
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@@ -53911,10 +51694,10 @@
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 			<output>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -53924,23 +51707,23 @@
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 		</layer>
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@@ -53954,53 +51737,31 @@
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 			</output>
 		</layer>
-		<layer id="3639" name="Constant_226439" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3389" name="__module.model.layers.15.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3640" name="ScatterUpdate_226442" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="3641" name="Constant_226445" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="3390" name="__module.model.layers.15.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3642" name="Constant_226448" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3391" name="__module.model.layers.15.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3643" name="__module.model.layers.15.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3392" name="__module.model.layers.15.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54009,17 +51770,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2979,x2.61">
+				<port id="5" precision="FP32" names="3136,x2.61">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -54027,8 +51791,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3644" name="Constant_246186" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="3393" name="Constant_208160" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -54038,7 +51802,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3645" name="__module.model.layers.15.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3394" name="__module.model.layers.15.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54055,7 +51819,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2980">
+				<port id="2" precision="FP32" names="3137">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -54063,24 +51827,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3646" name="Constant_226493" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="3395" name="__module.model.layers.15.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3647" name="Constant_226498" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3396" name="__module.model.layers.15.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3397" name="__module.model.layers.15.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3648" name="__module.model.layers.15.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3398" name="__module.model.layers.15.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54089,17 +51860,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2974">
+				<port id="5" precision="FP32" names="3131">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -54107,7 +51881,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3649" name="__module.model.layers.15.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3399" name="__module.model.layers.15.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54124,7 +51898,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2982">
+				<port id="2" precision="FP32" names="3139">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -54132,16 +51906,71 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3650" name="self.model.layers.15.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
+		<layer id="3400" name="__module.model.layers.15.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.15.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="3140">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3651" name="__module.model.layers.15.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+		<layer id="3401" name="__module.model.layers.15.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3141">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3402" name="Constant_231839" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="3403" name="Constant_231832" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3404" name="Constant_231834" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -54149,20 +51978,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3652" name="__module.model.layers.15.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3405" name="Constant_231836" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3653" name="__module.model.layers.15.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3406" name="Concat_231837" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -54175,109 +52003,78 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2958,2959,2962,sin.61">
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3654" name="Constant_29294" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3655" name="__module.model.layers.15.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="3407" name="Broadcast_231840" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="2967">
-					<dim>-1</dim>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3656" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="3408" name="ReadValue_228286" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.15.keypresent.15.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2968,sin.63">
+				<port id="1" precision="FP32" names="past_key_values.15.key">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3657" name="__module.model.layers.15.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="3409" name="Constant_225134" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
-				<port id="2" precision="FP32" names="2983">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3658" name="__module.model.layers.15.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="3410" name="Gather_225135" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
+				<port id="1" precision="I32">
 					<dim>-1</dim>
-					<dim>128</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2984">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3659" name="self.model.layers.15.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="2259135656" size="2097152" />
+		<layer id="3411" name="self.model.layers.15.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1840085296" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -54286,7 +52083,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3660" name="Convert_299891" type="Convert" version="opset1">
+		<layer id="3412" name="Convert_256987" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -54303,8 +52100,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3661" name="self.model.layers.15.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="2261232808" size="16384" />
+		<layer id="3413" name="self.model.layers.15.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1842182448" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -54313,7 +52110,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3662" name="Convert_299893" type="Convert" version="opset1">
+		<layer id="3414" name="Convert_256989" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -54330,7 +52127,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3663" name="self.model.layers.15.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3415" name="self.model.layers.15.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -54352,8 +52149,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3664" name="self.model.layers.15.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="2261249192" size="65536" />
+		<layer id="3416" name="self.model.layers.15.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1842198832" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -54362,7 +52159,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3665" name="self.model.layers.15.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3417" name="self.model.layers.15.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -54384,15 +52181,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3666" name="Constant_299898" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="3418" name="Constant_256994" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3667" name="Reshape_299899" type="Reshape" version="opset1">
+		<layer id="3419" name="Reshape_256995" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -54411,8 +52208,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3668" name="self.model.layers.15.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3420" name="__module.model.layers.15.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -54426,7 +52226,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3669" name="__module.model.layers.15.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3421" name="__module.model.layers.15.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54440,22 +52240,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2935,key_states.65">
+				<port id="2" precision="FP32" names="3087,key_states.65">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3670" name="Constant_255199" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="3422" name="Constant_215585" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3671" name="__module.model.layers.15.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3423" name="__module.model.layers.15.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54468,7 +52268,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2942">
+				<port id="2" precision="FP32" names="3094">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -54476,7 +52276,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3672" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="3424" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -54484,7 +52284,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3673" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3425" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54497,7 +52297,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2943,key_states.67">
+				<port id="2" precision="FP32" names="3095,k.31">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -54505,7 +52305,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3674" name="__module.model.layers.15.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3426" name="__module.model.layers.15.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54522,7 +52322,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2985">
+				<port id="2" precision="FP32" names="3142">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -54530,23 +52330,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3675" name="Constant_226542" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3676" name="Constant_226541" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3677" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="3427" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54562,13 +52346,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3678" name="__module.model.layers.15.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="3428" name="__module.model.layers.15.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3679" name="__module.model.layers.15.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="3429" name="__module.model.layers.15.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -54578,10 +52362,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="2986,2991" />
+				<port id="3" precision="I64" names="3143,3148" />
 			</output>
 		</layer>
-		<layer id="3680" name="__module.model.layers.15.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3430" name="__module.model.layers.15.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -54591,23 +52375,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3681" name="__module.model.layers.15.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3431" name="__module.model.layers.15.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="2988,2989,2993,2994" />
+				<port id="1" precision="I64" names="3145,3146,3150,3151" />
 			</output>
 		</layer>
-		<layer id="3682" name="Constant_254232" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3432" name="Constant_161557" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3683" name="__module.model.layers.15.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="3433" name="__module.model.layers.15.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -54621,53 +52405,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3684" name="Constant_226540" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3434" name="__module.model.layers.15.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3685" name="ScatterUpdate_226543" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="3686" name="Constant_226546" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="3435" name="__module.model.layers.15.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3687" name="Constant_226549" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3436" name="__module.model.layers.15.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3688" name="__module.model.layers.15.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3437" name="__module.model.layers.15.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54676,17 +52438,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2995,x2.63">
+				<port id="5" precision="FP32" names="3152,x2.63">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -54694,8 +52459,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3689" name="Constant_246187" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="3438" name="Constant_208161" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -54705,7 +52470,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3690" name="__module.model.layers.15.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3439" name="__module.model.layers.15.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54722,7 +52487,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2996">
+				<port id="2" precision="FP32" names="3153">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -54730,24 +52495,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3691" name="Constant_226594" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="3440" name="__module.model.layers.15.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3692" name="Constant_226599" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3441" name="__module.model.layers.15.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3442" name="__module.model.layers.15.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3693" name="__module.model.layers.15.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3443" name="__module.model.layers.15.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54756,17 +52528,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="2990">
+				<port id="5" precision="FP32" names="3147">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -54774,7 +52549,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3694" name="__module.model.layers.15.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3444" name="__module.model.layers.15.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54791,7 +52566,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2998">
+				<port id="2" precision="FP32" names="3155">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -54799,7 +52574,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3695" name="__module.model.layers.15.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3445" name="__module.model.layers.15.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54816,7 +52591,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2999">
+				<port id="2" precision="FP32" names="3156">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -54824,7 +52599,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3696" name="__module.model.layers.15.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3446" name="__module.model.layers.15.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54841,7 +52616,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3000">
+				<port id="2" precision="FP32" names="3157">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -54849,7 +52624,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3697" name="__module.model.layers.15.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3447" name="__module.model.layers.15.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -54874,7 +52649,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3698" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="3448" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -54885,7 +52660,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3012,3013,3014">
+				<port id="2" precision="FP32" names="3169,3170,3171">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -54894,38 +52669,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3699" name="Constant_254841" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3700" name="Constant_254842" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="3701" name="Gather_254843" type="Gather" version="opset8">
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@@ -54941,21 +52685,21 @@
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@@ -54967,34 +52711,34 @@
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 			<output>
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-			<data element_type="i64" shape="2" offset="175650836" size="16" />
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 		</layer>
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 			</output>
 		</layer>
-		<layer id="3709" name="Gather_216379" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -55011,7 +52755,7 @@
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 		</layer>
-		<layer id="3710" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="3457" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -55028,12 +52772,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="3172">
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 		</layer>
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+		<layer id="3458" name="__module.model.layers.15.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55048,7 +52792,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -55057,15 +52801,15 @@
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-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="3459" name="Constant_215586" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3713" name="__module.model.layers.15.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="3460" name="__module.model.layers.15.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55080,7 +52824,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3177,key_states.67">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -55088,13 +52832,13 @@
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 			</output>
 		</layer>
-		<layer id="3714" name="Constant_292898" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="3715" name="Constant_292891" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -55102,7 +52846,7 @@
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 			</output>
 		</layer>
-		<layer id="3716" name="Constant_292893" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -55110,7 +52854,7 @@
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 			</output>
 		</layer>
-		<layer id="3717" name="Constant_292895" type="Const" version="opset1">
+		<layer id="3464" name="Constant_231823" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -55118,7 +52862,7 @@
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 			</output>
 		</layer>
-		<layer id="3718" name="Concat_292896" type="Concat" version="opset1">
+		<layer id="3465" name="Concat_231824" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -55140,7 +52884,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3719" name="Broadcast_292899" type="Broadcast" version="opset3">
+		<layer id="3466" name="Broadcast_231827" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -55157,7 +52901,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3720" name="ReadValue_287181" type="ReadValue" version="opset6">
+		<layer id="3467" name="ReadValue_228288" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.15.valuepresent.15.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55176,13 +52920,13 @@
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 			</output>
 		</layer>
-		<layer id="3721" name="Constant_281851" type="Const" version="opset1">
+		<layer id="3468" name="Constant_225137" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3722" name="Gather_281852" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55205,94 +52949,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="2261314728" size="4194304" />
+		<layer id="3470" name="self.model.layers.15.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1842264368" size="2097152" />
 			<output>
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 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3724" name="Convert_299881" type="Convert" version="opset1">
+		<layer id="3471" name="Convert_256977" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="2265509032" size="1024" />
+		<layer id="3472" name="self.model.layers.15.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1844361520" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3726" name="Convert_299884" type="Convert" version="opset1">
+		<layer id="3473" name="Convert_256979" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3727" name="self.model.layers.15.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3474" name="self.model.layers.15.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="2265510056" size="2048" />
+		<layer id="3475" name="self.model.layers.15.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1844377904" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3729" name="self.model.layers.15.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3476" name="self.model.layers.15.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3477" name="Constant_256984" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3478" name="Reshape_256985" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -55300,8 +53084,11 @@
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 			</output>
 		</layer>
-		<layer id="3730" name="self.model.layers.15.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3479" name="__module.model.layers.15.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -55315,7 +53102,7 @@
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 			</output>
 		</layer>
-		<layer id="3731" name="__module.model.layers.15.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3480" name="__module.model.layers.15.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55329,22 +53116,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2937,value_states.31">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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-		<layer id="3732" name="Constant_255201" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="3481" name="Constant_215587" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
-		<layer id="3733" name="__module.model.layers.15.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3482" name="__module.model.layers.15.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55357,7 +53144,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3097">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -55365,7 +53152,7 @@
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 		</layer>
-		<layer id="3734" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3483" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -55373,7 +53160,7 @@
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 			</output>
 		</layer>
-		<layer id="3735" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3484" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55386,7 +53173,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="2946">
+				<port id="2" precision="FP32" names="3098">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -55394,7 +53181,7 @@
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 			</output>
 		</layer>
-		<layer id="3736" name="__module.model.layers.15.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3485" name="__module.model.layers.15.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55419,7 +53206,7 @@
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 		</layer>
-		<layer id="3737" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="3486" name="__module.model.layers.15.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55430,7 +53217,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3028,3029,3030">
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -55439,7 +53226,7 @@
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 		</layer>
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+		<layer id="3487" name="__module.model.layers.15.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55455,21 +53242,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3739" name="Constant_255583" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3488" name="Constant_215859" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3740" name="__module.model.layers.15.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="3489" name="__module.model.layers.15.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3741" name="__module.model.layers.15.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="3490" name="__module.model.layers.15.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -55481,34 +53268,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3022">
+				<port id="3" precision="I64" names="3179">
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 		</layer>
-		<layer id="3742" name="Constant_206309" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="3491" name="Constant_194017" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3743" name="Constant_216387" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="3492" name="Constant_199583" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3744" name="Constant_216388" type="Const" version="opset1">
+		<layer id="3493" name="Constant_199584" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3745" name="Gather_216389" type="Gather" version="opset8">
+		<layer id="3494" name="Gather_199585" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -55525,7 +53312,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3746" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="3495" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -55542,12 +53329,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="3031">
+				<port id="4" precision="I64" names="3188">
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 				</port>
 			</output>
 		</layer>
-		<layer id="3747" name="__module.model.layers.15.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="3496" name="__module.model.layers.15.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55562,7 +53349,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3032,hidden_states.467">
+				<port id="2" precision="FP32" names="3189,hidden_states.465">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -55571,15 +53358,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3748" name="Constant_255202" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="3497" name="Constant_215588" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3749" name="__module.model.layers.15.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3498" name="__module.model.layers.15.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55594,7 +53381,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3036">
+				<port id="2" precision="FP32" names="3193">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -55602,7 +53389,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3750" name="__module.model.layers.15.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3499" name="__module.model.layers.15.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55631,7 +53418,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3037,attn_output.61">
+				<port id="4" precision="FP32" names="3199,attn_output.61">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -55639,7 +53426,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3751" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="3500" name="__module.model.layers.15.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -55647,7 +53434,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3752" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3501" name="__module.model.layers.15.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55660,7 +53447,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3038">
+				<port id="2" precision="FP32" names="3200">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -55668,16 +53455,70 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3753" name="Constant_255203" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="3502" name="__module.model.layers.15.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3503" name="Constant_199563" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3504" name="Constant_199564" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="3505" name="Gather_199565" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
 			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3506" name="__module.model.layers.15.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
 				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="3202">
 					<dim>3</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3754" name="__module.model.layers.15.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="3507" name="__module.model.layers.15.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55690,101 +53531,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3041">
+				<port id="2" precision="FP32" names="3203">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3755" name="self.model.layers.15.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 4096" offset="2265512104" size="16777216" />
+		<layer id="3508" name="self.model.layers.15.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1844443440" size="8388608" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3756" name="Convert_299914" type="Convert" version="opset1">
+		<layer id="3509" name="Convert_256347" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
-					<dim>4096</dim>
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3757" name="self.model.layers.15.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="4096, 1" offset="2282289320" size="4096" />
+		<layer id="3510" name="self.model.layers.15.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1852832048" size="65536" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3758" name="Convert_299917" type="Convert" version="opset1">
+		<layer id="3511" name="Convert_256349" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3759" name="self.model.layers.15.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3512" name="self.model.layers.15.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3760" name="self.model.layers.15.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 1" offset="2282293416" size="8192" />
+		<layer id="3513" name="self.model.layers.15.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1852897584" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3761" name="self.model.layers.15.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3514" name="self.model.layers.15.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3515" name="Constant_256354" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="139917104" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3516" name="Reshape_256355" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>4096</dim>
@@ -55792,8 +53673,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3762" name="self.model.layers.15.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3517" name="__module.model.layers.15.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -55807,13 +53691,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3763" name="__module.model.layers.15.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3518" name="__module.model.layers.15.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -55821,14 +53705,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3043,3045,hidden_states.469">
+				<port id="2" precision="FP32" names="3205,3207,hidden_states.467">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3764" name="__module.model.layers.15/aten::add/Add" type="Add" version="opset1">
+		<layer id="3519" name="__module.model.layers.15/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55843,15 +53727,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3048,3050,3061,hidden_states.471,hidden_states.473">
+				<port id="2" precision="FP32" names="3210,3212,3223,hidden_states.469,hidden_states.471">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3765" name="Constant_246191" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="2282301608" size="16384" />
+		<layer id="3520" name="Constant_208165" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1853159728" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -55860,7 +53744,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3766" name="Constant_246190" type="Const" version="opset1">
+		<layer id="3521" name="Constant_208164" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -55870,7 +53754,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3767" name="Constant_246188" type="Const" version="opset1">
+		<layer id="3522" name="Constant_208162" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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@@ -55880,7 +53764,7 @@
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+		<layer id="3523" name="__module.model.layers.15.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
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@@ -55895,22 +53779,22 @@
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-		<layer id="3769" name="Constant_11061" type="Const" version="opset1">
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-		<layer id="3770" name="__module.model.layers.15.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3525" name="__module.model.layers.15.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -55923,14 +53807,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3215,variance.63">
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-		<layer id="3771" name="Constant_246189" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
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@@ -55940,7 +53824,7 @@
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 			</output>
 		</layer>
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+		<layer id="3527" name="__module.model.layers.15.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55955,14 +53839,14 @@
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 			</input>
 			<output>
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-		<layer id="3773" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3528" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -55978,7 +53862,7 @@
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 			</output>
 		</layer>
-		<layer id="3774" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3529" name="__module.model.layers.15.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -55993,14 +53877,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3217">
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 					<dim>-1</dim>
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 		</layer>
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+		<layer id="3530" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56015,14 +53899,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3218,3219,hidden_states.473,hidden_states.475">
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 					<dim>4096</dim>
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 		</layer>
-		<layer id="3776" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3531" name="__module.model.layers.15.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56037,15 +53921,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-			<data element_type="u4" shape="14336, 32, 128" offset="2282317992" size="29360128" />
+		<layer id="3532" name="self.model.layers.15.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1853176112" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -56054,7 +53938,7 @@
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 			</output>
 		</layer>
-		<layer id="3778" name="Convert_299935" type="Convert" version="opset1">
+		<layer id="3533" name="Convert_255537" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56071,8 +53955,8 @@
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 			</output>
 		</layer>
-		<layer id="3779" name="self.model.layers.15.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="2311678120" size="229376" />
+		<layer id="3534" name="self.model.layers.15.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1882536240" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -56081,7 +53965,7 @@
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 			</output>
 		</layer>
-		<layer id="3780" name="Convert_299937" type="Convert" version="opset1">
+		<layer id="3535" name="Convert_255539" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56098,7 +53982,7 @@
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 			</output>
 		</layer>
-		<layer id="3781" name="self.model.layers.15.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3536" name="self.model.layers.15.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56120,8 +54004,8 @@
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 			</output>
 		</layer>
-		<layer id="3782" name="self.model.layers.15.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="2311907496" size="917504" />
+		<layer id="3537" name="self.model.layers.15.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1882765616" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -56130,7 +54014,7 @@
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 			</output>
 		</layer>
-		<layer id="3783" name="self.model.layers.15.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3538" name="self.model.layers.15.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56152,15 +54036,15 @@
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 			</output>
 		</layer>
-		<layer id="3784" name="Constant_299942" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="3539" name="Constant_255544" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
 			<output>
 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="3785" name="Reshape_299943" type="Reshape" version="opset1">
+		<layer id="3540" name="Reshape_255545" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56179,8 +54063,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3786" name="self.model.layers.15.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3541" name="__module.model.layers.15.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -56194,7 +54081,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3787" name="__module.model.layers.15.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3542" name="__module.model.layers.15.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56208,14 +54095,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3228,input.31">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
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 			</output>
 		</layer>
-		<layer id="3788" name="__module.model.layers.15.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="3543" name="__module.model.layers.15.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -56224,15 +54111,15 @@
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 			</input>
 			<output>
-				<port id="1" precision="FP32" names="3067">
+				<port id="1" precision="FP32" names="3229">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 		</layer>
-		<layer id="3789" name="self.model.layers.15.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="2312825000" size="29360128" />
+		<layer id="3544" name="self.model.layers.15.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1883683120" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -56241,7 +54128,7 @@
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 			</output>
 		</layer>
-		<layer id="3790" name="Convert_299924" type="Convert" version="opset1">
+		<layer id="3545" name="Convert_255527" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56258,8 +54145,8 @@
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 			</output>
 		</layer>
-		<layer id="3791" name="self.model.layers.15.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="2342185128" size="229376" />
+		<layer id="3546" name="self.model.layers.15.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1913043248" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -56268,7 +54155,7 @@
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 			</output>
 		</layer>
-		<layer id="3792" name="Convert_299926" type="Convert" version="opset1">
+		<layer id="3547" name="Convert_255529" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56285,7 +54172,7 @@
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 			</output>
 		</layer>
-		<layer id="3793" name="self.model.layers.15.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3548" name="self.model.layers.15.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56307,8 +54194,8 @@
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 			</output>
 		</layer>
-		<layer id="3794" name="self.model.layers.15.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="2342414504" size="917504" />
+		<layer id="3549" name="self.model.layers.15.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1913272624" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -56317,7 +54204,7 @@
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 			</output>
 		</layer>
-		<layer id="3795" name="self.model.layers.15.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3550" name="self.model.layers.15.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56339,15 +54226,15 @@
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 			</output>
 		</layer>
-		<layer id="3796" name="Constant_299931" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="3551" name="Constant_255534" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
 			<output>
 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="3797" name="Reshape_299932" type="Reshape" version="opset1">
+		<layer id="3552" name="Reshape_255535" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56366,8 +54253,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3798" name="self.model.layers.15.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3553" name="__module.model.layers.15.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -56381,7 +54271,7 @@
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 			</output>
 		</layer>
-		<layer id="3799" name="__module.model.layers.15.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3554" name="__module.model.layers.15.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56395,14 +54285,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3231">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 			</output>
 		</layer>
-		<layer id="3800" name="__module.model.layers.15.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3555" name="__module.model.layers.15.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -56417,15 +54307,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3232">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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+		<layer id="3556" name="self.model.layers.15.mlp.down_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -56434,7 +54324,7 @@
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 		</layer>
-		<layer id="3802" name="Convert_299946" type="Convert" version="opset1">
+		<layer id="3557" name="Convert_255547" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56451,8 +54341,8 @@
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-		<layer id="3803" name="self.model.layers.15.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 1" offset="2372692136" size="229376" />
+		<layer id="3558" name="self.model.layers.15.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="1943550256" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -56461,7 +54351,7 @@
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 			</output>
 		</layer>
-		<layer id="3804" name="Convert_299948" type="Convert" version="opset1">
+		<layer id="3559" name="Convert_255549" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -56478,7 +54368,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -56500,8 +54390,8 @@
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@@ -56510,7 +54400,7 @@
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@@ -56532,15 +54422,15 @@
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@@ -56559,8 +54449,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -56574,7 +54467,7 @@
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@@ -56627,7 +54520,7 @@
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@@ -56637,7 +54530,7 @@
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@@ -56647,7 +54540,7 @@
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+		<layer id="3571" name="__module.model.layers.16.input_layernorm/aten::pow/Power" type="Power" version="opset1">
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@@ -56662,22 +54555,22 @@
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@@ -56690,14 +54583,14 @@
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@@ -56707,7 +54600,7 @@
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@@ -56722,14 +54615,14 @@
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@@ -56745,7 +54638,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -56760,14 +54653,14 @@
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+		<layer id="3578" name="__module.model.layers.16.input_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -56782,14 +54675,14 @@
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+		<layer id="3579" name="__module.model.layers.16.input_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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@@ -56804,101 +54697,141 @@
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 		</layer>
-		<layer id="3826" name="Convert_299980" type="Convert" version="opset1">
+		<layer id="3581" name="Convert_256357" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
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+				<port id="0" precision="U4">
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 			<output>
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-			<data element_type="u8" shape="4096, 1" offset="2390632616" size="4096" />
+		<layer id="3582" name="self.model.layers.16.self_attn.q_proj.weight/zero_point" type="Const" version="opset1">
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-		<layer id="3828" name="Convert_299983" type="Convert" version="opset1">
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 			<input>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>4096</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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 			<output>
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 					<dim>4096</dim>
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="3587" name="Constant_256364" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="139917104" size="8" />
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+				<port id="0" precision="I32">
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+		<layer id="3588" name="Reshape_256365" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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@@ -56906,8 +54839,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -56921,7 +54857,7 @@
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+		<layer id="3595" name="__module.model.layers.16.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -57291,7 +54953,7 @@
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@@ -57299,23 +54961,7 @@
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+		<layer id="3596" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
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@@ -57331,13 +54977,13 @@
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 		</layer>
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+		<layer id="3598" name="__module.model.layers.16.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
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@@ -57347,10 +54993,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="3307,3312" />
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 		</layer>
-		<layer id="3865" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="3599" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -57360,23 +55006,23 @@
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 		</layer>
-		<layer id="3866" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="3600" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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 		</layer>
-		<layer id="3867" name="Constant_254242" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3601" name="Constant_161571" type="Const" version="opset1">
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 		</layer>
-		<layer id="3868" name="__module.model.layers.16.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="3602" name="__module.model.layers.16.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -57390,53 +55036,31 @@
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 			</output>
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-		<layer id="3869" name="Constant_226715" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3603" name="__module.model.layers.16.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
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-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="3604" name="__module.model.layers.16.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="3872" name="Constant_226724" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3605" name="__module.model.layers.16.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3606" name="__module.model.layers.16.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -57445,17 +55069,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3316,x2.65">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -57463,8 +55090,8 @@
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 			</output>
 		</layer>
-		<layer id="3874" name="Constant_246196" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="3607" name="Constant_208170" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -57474,7 +55101,7 @@
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 			</output>
 		</layer>
-		<layer id="3875" name="__module.model.layers.16.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3608" name="__module.model.layers.16.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57491,7 +55118,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3150">
+				<port id="2" precision="FP32" names="3317">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -57499,24 +55126,31 @@
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 			</output>
 		</layer>
-		<layer id="3876" name="Constant_226769" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="3609" name="__module.model.layers.16.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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-		<layer id="3877" name="Constant_226774" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3610" name="__module.model.layers.16.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3611" name="__module.model.layers.16.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3878" name="__module.model.layers.16.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3612" name="__module.model.layers.16.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -57525,17 +55159,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3144">
+				<port id="5" precision="FP32" names="3311">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -57543,7 +55180,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3879" name="__module.model.layers.16.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3613" name="__module.model.layers.16.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57560,7 +55197,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3152">
+				<port id="2" precision="FP32" names="3319">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -57568,101 +55205,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3880" name="self.model.layers.16.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
-			<output>
-				<port id="0" precision="FP32" names="self.model.layers.16.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3881" name="__module.model.layers.16.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3882" name="__module.model.layers.16.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3883" name="__module.model.layers.16.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="FP32" names="3128,3129,3132,sin.65">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3884" name="Constant_29300" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="3885" name="__module.model.layers.16.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
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-					<dim>-1</dim>
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-				<port id="2" precision="I32" />
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-			<output>
-				<port id="3" precision="FP32" names="3137">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3886" name="__module.model.layers.16.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
-				<port id="2" precision="FP32" names="3138,sin.67">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3887" name="__module.model.layers.16.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3614" name="__module.model.layers.16.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57679,7 +55222,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3153">
+				<port id="2" precision="FP32" names="3320">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -57687,7 +55230,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3888" name="__module.model.layers.16.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="3615" name="__module.model.layers.16.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57704,7 +55247,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3154">
+				<port id="2" precision="FP32" names="3321">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -57712,8 +55255,125 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3889" name="self.model.layers.16.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="2390644904" size="2097152" />
+		<layer id="3616" name="Constant_231865" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="3617" name="Constant_231858" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3618" name="Constant_231860" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3619" name="Constant_231862" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3620" name="Concat_231863" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3621" name="Broadcast_231866" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3622" name="ReadValue_228290" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.16.keypresent.16.key" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="past_key_values.16.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3623" name="Constant_225140" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3624" name="Gather_225141" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3625" name="self.model.layers.16.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1953429808" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -57722,7 +55382,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3890" name="Convert_299968" type="Convert" version="opset1">
+		<layer id="3626" name="Convert_257007" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -57739,8 +55399,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3891" name="self.model.layers.16.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="2392742056" size="16384" />
+		<layer id="3627" name="self.model.layers.16.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1955526960" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -57749,7 +55409,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3892" name="Convert_299970" type="Convert" version="opset1">
+		<layer id="3628" name="Convert_257009" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -57766,7 +55426,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3893" name="self.model.layers.16.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3629" name="self.model.layers.16.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -57788,8 +55448,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3894" name="self.model.layers.16.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="2392758440" size="65536" />
+		<layer id="3630" name="self.model.layers.16.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1955543344" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -57798,7 +55458,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3895" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3631" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -57820,15 +55480,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3896" name="Constant_299975" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="3632" name="Constant_257014" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3897" name="Reshape_299976" type="Reshape" version="opset1">
+		<layer id="3633" name="Reshape_257015" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -57847,8 +55507,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3898" name="self.model.layers.16.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3634" name="__module.model.layers.16.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -57862,7 +55525,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3899" name="__module.model.layers.16.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3635" name="__module.model.layers.16.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57876,22 +55539,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3105,key_states.69">
+				<port id="2" precision="FP32" names="3267,key_states.69">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3900" name="Constant_255205" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="3636" name="Constant_215590" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3901" name="__module.model.layers.16.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3637" name="__module.model.layers.16.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57904,7 +55567,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3112">
+				<port id="2" precision="FP32" names="3274">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -57912,7 +55575,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3902" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="3638" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -57920,7 +55583,7 @@
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 			</output>
 		</layer>
-		<layer id="3903" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3639" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -57933,7 +55596,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3113,key_states.71">
+				<port id="2" precision="FP32" names="3275,k.33">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -57941,7 +55604,7 @@
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 			</output>
 		</layer>
-		<layer id="3904" name="__module.model.layers.16.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3640" name="__module.model.layers.16.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57958,7 +55621,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3155">
+				<port id="2" precision="FP32" names="3322">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -57966,23 +55629,7 @@
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 			</output>
 		</layer>
-		<layer id="3905" name="Constant_226818" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		<layer id="3906" name="Constant_226817" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="3907" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="3641" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -57998,13 +55645,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3908" name="__module.model.layers.16.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="3642" name="__module.model.layers.16.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3909" name="__module.model.layers.16.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="3643" name="__module.model.layers.16.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58014,10 +55661,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3156,3161" />
+				<port id="3" precision="I64" names="3323,3328" />
 			</output>
 		</layer>
-		<layer id="3910" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3644" name="__module.model.layers.16.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -58027,23 +55674,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3911" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3645" name="__module.model.layers.16.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3158,3159,3163,3164" />
+				<port id="1" precision="I64" names="3325,3326,3330,3331" />
 			</output>
 		</layer>
-		<layer id="3912" name="Constant_254244" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3646" name="Constant_161572" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3913" name="__module.model.layers.16.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="3647" name="__module.model.layers.16.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -58057,53 +55704,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3914" name="Constant_226816" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3648" name="__module.model.layers.16.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3915" name="ScatterUpdate_226819" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="3916" name="Constant_226822" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="3649" name="__module.model.layers.16.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3917" name="Constant_226825" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3650" name="__module.model.layers.16.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3918" name="__module.model.layers.16.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3651" name="__module.model.layers.16.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58112,17 +55737,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3165,x2.67">
+				<port id="5" precision="FP32" names="3332,x2.67">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -58130,8 +55758,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3919" name="Constant_246197" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="3652" name="Constant_208171" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -58141,7 +55769,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3920" name="__module.model.layers.16.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3653" name="__module.model.layers.16.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58158,7 +55786,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3166">
+				<port id="2" precision="FP32" names="3333">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -58166,24 +55794,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3921" name="Constant_226870" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="3654" name="__module.model.layers.16.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3922" name="Constant_226875" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3655" name="__module.model.layers.16.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3656" name="__module.model.layers.16.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3923" name="__module.model.layers.16.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3657" name="__module.model.layers.16.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58192,17 +55827,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3160">
+				<port id="5" precision="FP32" names="3327">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -58210,7 +55848,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3924" name="__module.model.layers.16.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3658" name="__module.model.layers.16.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58227,7 +55865,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3168">
+				<port id="2" precision="FP32" names="3335">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -58235,7 +55873,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3925" name="__module.model.layers.16.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3659" name="__module.model.layers.16.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58252,7 +55890,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3169">
+				<port id="2" precision="FP32" names="3336">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -58260,7 +55898,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3926" name="__module.model.layers.16.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3660" name="__module.model.layers.16.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58277,7 +55915,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3170">
+				<port id="2" precision="FP32" names="3337">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -58285,7 +55923,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3927" name="__module.model.layers.16.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3661" name="__module.model.layers.16.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58310,7 +55948,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3928" name="__module.model.layers.16.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="3662" name="__module.model.layers.16.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58321,7 +55959,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3182,3183,3184">
+				<port id="2" precision="FP32" names="3349,3350,3351">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -58330,38 +55968,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3929" name="Constant_254857" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3930" name="Constant_254858" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="3931" name="Gather_254859" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="3175">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="3932" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="3663" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58377,21 +55984,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3933" name="Constant_255589" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3664" name="Constant_215862" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3934" name="__module.model.layers.16.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="3665" name="__module.model.layers.16.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3935" name="__module.model.layers.16.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="3666" name="__module.model.layers.16.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58403,34 +56010,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3176">
+				<port id="3" precision="I64" names="3343">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3936" name="Constant_206327" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="3667" name="Constant_194035" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3937" name="Constant_216412" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="3668" name="Constant_199608" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3938" name="Constant_216413" type="Const" version="opset1">
+		<layer id="3669" name="Constant_199609" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3939" name="Gather_216414" type="Gather" version="opset8">
+		<layer id="3670" name="Gather_199610" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58447,7 +56054,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3940" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="3671" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58464,12 +56071,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="3185">
+				<port id="4" precision="I64" names="3352">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3941" name="__module.model.layers.16.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="3672" name="__module.model.layers.16.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58484,7 +56091,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3186,hidden_states.493">
+				<port id="2" precision="FP32" names="3353,hidden_states.491">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -58493,15 +56100,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3942" name="Constant_255206" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="3673" name="Constant_215591" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3943" name="__module.model.layers.16.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="3674" name="__module.model.layers.16.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
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@@ -58516,7 +56123,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3357,key_states.71">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -58524,13 +56131,13 @@
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 		</layer>
-		<layer id="3944" name="Constant_292924" type="Const" version="opset1">
+		<layer id="3675" name="Constant_231852" type="Const" version="opset1">
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 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="3945" name="Constant_292917" type="Const" version="opset1">
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@@ -58538,7 +56145,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3946" name="Constant_292919" type="Const" version="opset1">
+		<layer id="3677" name="Constant_231847" type="Const" version="opset1">
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 				<port id="0" precision="I64">
@@ -58546,7 +56153,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3947" name="Constant_292921" type="Const" version="opset1">
+		<layer id="3678" name="Constant_231849" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -58554,7 +56161,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3948" name="Concat_292922" type="Concat" version="opset1">
+		<layer id="3679" name="Concat_231850" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58576,7 +56183,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3949" name="Broadcast_292925" type="Broadcast" version="opset3">
+		<layer id="3680" name="Broadcast_231853" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -58593,7 +56200,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3950" name="ReadValue_287185" type="ReadValue" version="opset6">
+		<layer id="3681" name="ReadValue_228292" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.16.valuepresent.16.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58612,13 +56219,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3951" name="Constant_281857" type="Const" version="opset1">
+		<layer id="3682" name="Constant_225143" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
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 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="3952" name="Gather_281858" type="Gather" version="opset8">
+		<layer id="3683" name="Gather_225144" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58641,94 +56248,134 @@
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="2392823976" size="4194304" />
+		<layer id="3684" name="self.model.layers.16.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="1955608880" size="2097152" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="3954" name="Convert_299958" type="Convert" version="opset1">
+		<layer id="3685" name="Convert_256997" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="2397018280" size="1024" />
+		<layer id="3686" name="self.model.layers.16.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="1957706032" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3956" name="Convert_299961" type="Convert" version="opset1">
+		<layer id="3687" name="Convert_256999" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3957" name="self.model.layers.16.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3688" name="self.model.layers.16.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3958" name="self.model.layers.16.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="2397019304" size="2048" />
+		<layer id="3689" name="self.model.layers.16.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="1957722416" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3959" name="self.model.layers.16.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3690" name="self.model.layers.16.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3691" name="Constant_257004" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3692" name="Reshape_257005" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -58736,8 +56383,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3960" name="self.model.layers.16.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3693" name="__module.model.layers.16.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -58751,7 +56401,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3961" name="__module.model.layers.16.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3694" name="__module.model.layers.16.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58765,22 +56415,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3107,value_states.33">
+				<port id="2" precision="FP32" names="3269,value_states.33">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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 			</output>
 		</layer>
-		<layer id="3962" name="Constant_255207" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="3695" name="Constant_215592" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="3963" name="__module.model.layers.16.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3696" name="__module.model.layers.16.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58793,7 +56443,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3277">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -58801,7 +56451,7 @@
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 			</output>
 		</layer>
-		<layer id="3964" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3697" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -58809,7 +56459,7 @@
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 			</output>
 		</layer>
-		<layer id="3965" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3698" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58822,7 +56472,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3116">
+				<port id="2" precision="FP32" names="3278">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -58830,7 +56480,7 @@
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 			</output>
 		</layer>
-		<layer id="3966" name="__module.model.layers.16.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3699" name="__module.model.layers.16.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58855,7 +56505,7 @@
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 			</output>
 		</layer>
-		<layer id="3967" name="__module.model.layers.16.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="3700" name="__module.model.layers.16.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -58866,7 +56516,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3198,3199,3200">
+				<port id="2" precision="FP32" names="3365,3366,3367">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -58875,7 +56525,7 @@
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 			</output>
 		</layer>
-		<layer id="3968" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="3701" name="__module.model.layers.16.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58891,21 +56541,21 @@
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 			</output>
 		</layer>
-		<layer id="3969" name="Constant_255592" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3702" name="Constant_215865" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="3970" name="__module.model.layers.16.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="3703" name="__module.model.layers.16.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="3971" name="__module.model.layers.16.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="3704" name="__module.model.layers.16.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58917,34 +56567,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3192">
+				<port id="3" precision="I64" names="3359">
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 			</output>
 		</layer>
-		<layer id="3972" name="Constant_206345" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="3705" name="Constant_194053" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="3973" name="Constant_216422" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="3706" name="Constant_199618" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3974" name="Constant_216423" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="3975" name="Gather_216424" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58961,7 +56611,7 @@
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 			</output>
 		</layer>
-		<layer id="3976" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="3709" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -58978,12 +56628,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="3201">
+				<port id="4" precision="I64" names="3368">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3977" name="__module.model.layers.16.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="3710" name="__module.model.layers.16.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -58998,7 +56648,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3202,hidden_states.497">
+				<port id="2" precision="FP32" names="3369,hidden_states.495">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -59007,15 +56657,15 @@
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 		</layer>
-		<layer id="3978" name="Constant_255208" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="3711" name="Constant_215593" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3979" name="__module.model.layers.16.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3712" name="__module.model.layers.16.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59030,7 +56680,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3206">
+				<port id="2" precision="FP32" names="3373">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -59038,7 +56688,7 @@
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 			</output>
 		</layer>
-		<layer id="3980" name="__module.model.layers.16.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3713" name="__module.model.layers.16.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59067,7 +56717,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3207,attn_output.65">
+				<port id="4" precision="FP32" names="3379,attn_output.65">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -59075,7 +56725,7 @@
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 			</output>
 		</layer>
-		<layer id="3981" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="3714" name="__module.model.layers.16.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -59083,7 +56733,7 @@
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 			</output>
 		</layer>
-		<layer id="3982" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3715" name="__module.model.layers.16.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -59096,7 +56746,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3208">
+				<port id="2" precision="FP32" names="3380">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -59104,16 +56754,70 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3983" name="Constant_255209" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="3716" name="__module.model.layers.16.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3717" name="Constant_199598" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3718" name="Constant_199599" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="3719" name="Gather_199600" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="3984" name="__module.model.layers.16.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="3720" name="__module.model.layers.16.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="3382">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3721" name="__module.model.layers.16.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -59126,15 +56830,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3211">
+				<port id="2" precision="FP32" names="3383">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3985" name="self.model.layers.16.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="2397021352" size="8388608" />
+		<layer id="3722" name="self.model.layers.16.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="1957787952" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -59143,7 +56847,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3986" name="Convert_299990" type="Convert" version="opset1">
+		<layer id="3723" name="Convert_256367" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59160,8 +56864,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3987" name="self.model.layers.16.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="2405409960" size="65536" />
+		<layer id="3724" name="self.model.layers.16.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="1966176560" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -59170,7 +56874,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3988" name="Convert_299992" type="Convert" version="opset1">
+		<layer id="3725" name="Convert_256369" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59187,7 +56891,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3989" name="self.model.layers.16.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3726" name="self.model.layers.16.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59209,8 +56913,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3990" name="self.model.layers.16.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="2405475496" size="262144" />
+		<layer id="3727" name="self.model.layers.16.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="1966242096" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -59219,7 +56923,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3991" name="self.model.layers.16.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3728" name="self.model.layers.16.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59241,7 +56945,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3992" name="Constant_299997" type="Const" version="opset1">
+		<layer id="3729" name="Constant_256374" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -59249,7 +56953,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3993" name="Reshape_299998" type="Reshape" version="opset1">
+		<layer id="3730" name="Reshape_256375" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59268,8 +56972,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3994" name="self.model.layers.16.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3731" name="__module.model.layers.16.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -59283,13 +56990,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3995" name="__module.model.layers.16.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3732" name="__module.model.layers.16.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -59297,14 +57004,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3213,3215,hidden_states.499">
+				<port id="2" precision="FP32" names="3385,3387,hidden_states.497">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3996" name="__module.model.layers.16/aten::add/Add" type="Add" version="opset1">
+		<layer id="3733" name="__module.model.layers.16/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59319,15 +57026,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3218,3220,3231,hidden_states.501,hidden_states.503">
+				<port id="2" precision="FP32" names="3390,3392,3403,hidden_states.499,hidden_states.501">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="3997" name="Constant_246201" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="2405737640" size="16384" />
+		<layer id="3734" name="Constant_208175" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="1966504240" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -59336,7 +57043,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3998" name="Constant_246200" type="Const" version="opset1">
+		<layer id="3735" name="Constant_208174" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -59346,7 +57053,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="3999" name="Constant_246198" type="Const" version="opset1">
+		<layer id="3736" name="Constant_208172" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -59356,7 +57063,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4000" name="__module.model.layers.16.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="3737" name="__module.model.layers.16.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59371,22 +57078,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3221">
+				<port id="2" precision="FP32" names="3393">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4001" name="Constant_11737" type="Const" version="opset1">
+		<layer id="3738" name="Constant_12995" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="3222">
+				<port id="0" precision="I64" names="3394">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4002" name="__module.model.layers.16.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3739" name="__module.model.layers.16.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59399,14 +57106,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3223,variance.67">
+				<port id="2" precision="FP32" names="3395,variance.67">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4003" name="Constant_246199" type="Const" version="opset1">
+		<layer id="3740" name="Constant_208173" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -59416,7 +57123,7 @@
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 			</output>
 		</layer>
-		<layer id="4004" name="__module.model.layers.16.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="3741" name="__module.model.layers.16.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59431,14 +57138,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3224">
+				<port id="2" precision="FP32" names="3396">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4005" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3742" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -59454,7 +57161,7 @@
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 			</output>
 		</layer>
-		<layer id="4006" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3743" name="__module.model.layers.16.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59469,14 +57176,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3225">
+				<port id="2" precision="FP32" names="3397">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4007" name="__module.model.layers.16.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3744" name="__module.model.layers.16.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59491,14 +57198,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3226,3227,hidden_states.505,hidden_states.507">
+				<port id="2" precision="FP32" names="3398,3399,hidden_states.503,hidden_states.505">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4008" name="__module.model.layers.16.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3745" name="__module.model.layers.16.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59513,15 +57220,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3228,3230">
+				<port id="2" precision="FP32" names="3400,3402">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4009" name="self.model.layers.16.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="2405754024" size="29360128" />
+		<layer id="3746" name="self.model.layers.16.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1966520624" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -59530,7 +57237,7 @@
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 			</output>
 		</layer>
-		<layer id="4010" name="Convert_300012" type="Convert" version="opset1">
+		<layer id="3747" name="Convert_255567" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59547,8 +57254,8 @@
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 			</output>
 		</layer>
-		<layer id="4011" name="self.model.layers.16.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="2435114152" size="229376" />
+		<layer id="3748" name="self.model.layers.16.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="1995880752" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -59557,7 +57264,7 @@
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 			</output>
 		</layer>
-		<layer id="4012" name="Convert_300014" type="Convert" version="opset1">
+		<layer id="3749" name="Convert_255569" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59574,7 +57281,7 @@
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 			</output>
 		</layer>
-		<layer id="4013" name="self.model.layers.16.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3750" name="self.model.layers.16.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59596,8 +57303,8 @@
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 			</output>
 		</layer>
-		<layer id="4014" name="self.model.layers.16.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="2435343528" size="917504" />
+		<layer id="3751" name="self.model.layers.16.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="1996110128" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -59606,7 +57313,7 @@
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 			</output>
 		</layer>
-		<layer id="4015" name="self.model.layers.16.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3752" name="self.model.layers.16.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59628,15 +57335,15 @@
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 		</layer>
-		<layer id="4016" name="Constant_300019" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="3753" name="Constant_255574" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
 			<output>
 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="4017" name="Reshape_300020" type="Reshape" version="opset1">
+		<layer id="3754" name="Reshape_255575" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59655,8 +57362,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4018" name="self.model.layers.16.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3755" name="__module.model.layers.16.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -59670,7 +57380,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4019" name="__module.model.layers.16.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3756" name="__module.model.layers.16.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59684,14 +57394,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3236,input.33">
+				<port id="2" precision="FP32" names="3408,input.33">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 		</layer>
-		<layer id="4020" name="__module.model.layers.16.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="3757" name="__module.model.layers.16.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -59700,101 +57410,141 @@
 				</port>
 			</input>
 			<output>
-				<port id="1" precision="FP32" names="3237">
+				<port id="1" precision="FP32" names="3409">
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 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4021" name="self.model.layers.16.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="14336, 4096" offset="2436261032" size="58720256" />
+		<layer id="3758" name="self.model.layers.16.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="1997027632" size="29360128" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4022" name="Convert_300002" type="Convert" version="opset1">
+		<layer id="3759" name="Convert_255557" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4023" name="self.model.layers.16.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="14336, 1" offset="2494981288" size="14336" />
+		<layer id="3760" name="self.model.layers.16.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2026387760" size="229376" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4024" name="Convert_300005" type="Convert" version="opset1">
+		<layer id="3761" name="Convert_255559" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4025" name="self.model.layers.16.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3762" name="self.model.layers.16.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4026" name="self.model.layers.16.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 1" offset="2494995624" size="28672" />
+		<layer id="3763" name="self.model.layers.16.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="2026617136" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4027" name="self.model.layers.16.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3764" name="self.model.layers.16.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3765" name="Constant_255564" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3766" name="Reshape_255565" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
@@ -59802,8 +57552,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4028" name="self.model.layers.16.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3767" name="__module.model.layers.16.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -59817,7 +57570,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4029" name="__module.model.layers.16.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3768" name="__module.model.layers.16.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59831,14 +57584,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3239">
+				<port id="2" precision="FP32" names="3411">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4030" name="__module.model.layers.16.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="3769" name="__module.model.layers.16.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -59853,15 +57606,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3240">
+				<port id="2" precision="FP32" names="3412">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4031" name="self.model.layers.16.mlp.down_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 128" offset="2495024296" size="29360128" />
+		<layer id="3770" name="self.model.layers.16.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 128" offset="2027534640" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -59870,7 +57623,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4032" name="Convert_300023" type="Convert" version="opset1">
+		<layer id="3771" name="Convert_255577" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59887,8 +57640,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4033" name="self.model.layers.16.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 1" offset="2524384424" size="229376" />
+		<layer id="3772" name="self.model.layers.16.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="2056894768" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -59897,7 +57650,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4034" name="Convert_300025" type="Convert" version="opset1">
+		<layer id="3773" name="Convert_255579" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -59914,7 +57667,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4035" name="self.model.layers.16.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3774" name="self.model.layers.16.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59936,8 +57689,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4036" name="self.model.layers.16.mlp.down_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 112, 1" offset="2524613800" size="917504" />
+		<layer id="3775" name="self.model.layers.16.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 112, 1" offset="2057124144" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -59946,7 +57699,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4037" name="self.model.layers.16.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3776" name="self.model.layers.16.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59968,15 +57721,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4038" name="Constant_300030" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="316431520" size="8" />
+		<layer id="3777" name="Constant_255584" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="244529448" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4039" name="Reshape_300031" type="Reshape" version="opset1">
+		<layer id="3778" name="Reshape_255585" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -59995,8 +57748,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4040" name="self.model.layers.16.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3779" name="__module.model.layers.16.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -60010,7 +57766,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4041" name="__module.model.layers.16.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3780" name="__module.model.layers.16.mlp.down_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -60024,14 +57780,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3242,hidden_states.509">
+				<port id="2" precision="FP32" names="3414,hidden_states.507">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="4042" name="__module.model.layers.16/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3781" name="__module.model.layers.16/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -60046,15 +57802,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3243,3245,3253,3264,hidden_states.511,hidden_states.513">
+				<port id="2" precision="FP32" names="3415,3417,3425,3436,hidden_states.509,hidden_states.511">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="4043" name="Constant_246205" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="2525531304" size="16384" />
+		<layer id="3782" name="Constant_208179" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
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@@ -60063,7 +57819,7 @@
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 			</output>
 		</layer>
-		<layer id="4044" name="Constant_246204" type="Const" version="opset1">
+		<layer id="3783" name="Constant_208178" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -60073,7 +57829,7 @@
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 			</output>
 		</layer>
-		<layer id="4045" name="Constant_246202" type="Const" version="opset1">
+		<layer id="3784" name="Constant_208176" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -60083,7 +57839,7 @@
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 			</output>
 		</layer>
-		<layer id="4046" name="__module.model.layers.17.input_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="3785" name="__module.model.layers.17.input_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -60098,22 +57854,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3254">
+				<port id="2" precision="FP32" names="3426">
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 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4047" name="Constant_11808" type="Const" version="opset1">
+		<layer id="3786" name="Constant_13069" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="3255">
+				<port id="0" precision="I64" names="3427">
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 			<data destination_type="f32" />
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+		<layer id="3809" name="__module.model.layers.17.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -60727,7 +58252,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -60735,23 +58260,7 @@
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 			</output>
 		</layer>
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+		<layer id="3810" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -60767,13 +58276,13 @@
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 			</output>
 		</layer>
-		<layer id="4093" name="__module.model.layers.17.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="3811" name="__module.model.layers.17.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
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 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4094" name="__module.model.layers.17.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="3812" name="__module.model.layers.17.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -60783,10 +58292,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3310,3315" />
+				<port id="3" precision="I64" names="3487,3492" />
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 		</layer>
-		<layer id="4095" name="__module.model.layers.17.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="3813" name="__module.model.layers.17.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -60796,23 +58305,23 @@
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 			</output>
 		</layer>
-		<layer id="4096" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="3814" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3312,3313,3317,3318" />
+				<port id="1" precision="I64" names="3489,3490,3494,3495" />
 			</output>
 		</layer>
-		<layer id="4097" name="Constant_254254" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3815" name="Constant_161586" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4098" name="__module.model.layers.17.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="3816" name="__module.model.layers.17.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -60826,53 +58335,31 @@
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 			</output>
 		</layer>
-		<layer id="4099" name="Constant_226991" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3817" name="__module.model.layers.17.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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 				<port id="0" precision="I64">
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-				<port id="3" precision="I32">
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 			</output>
 		</layer>
-		<layer id="4101" name="Constant_226997" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="3818" name="__module.model.layers.17.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4102" name="Constant_227000" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3819" name="__module.model.layers.17.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3820" name="__module.model.layers.17.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -60881,17 +58368,20 @@
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 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3496,x2.69">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -60899,8 +58389,8 @@
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 			</output>
 		</layer>
-		<layer id="4104" name="Constant_246206" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="3821" name="Constant_208180" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -60910,7 +58400,7 @@
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 			</output>
 		</layer>
-		<layer id="4105" name="__module.model.layers.17.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="3822" name="__module.model.layers.17.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -60927,7 +58417,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3497">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -60935,24 +58425,31 @@
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 			</output>
 		</layer>
-		<layer id="4106" name="Constant_227045" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="3823" name="__module.model.layers.17.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4107" name="Constant_227050" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3824" name="__module.model.layers.17.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3825" name="__module.model.layers.17.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3826" name="__module.model.layers.17.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -60961,17 +58458,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3491">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -60979,7 +58479,7 @@
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 			</output>
 		</layer>
-		<layer id="4109" name="__module.model.layers.17.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="3827" name="__module.model.layers.17.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -60996,7 +58496,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3499">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61004,101 +58504,7 @@
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 			</output>
 		</layer>
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-					<dim>128</dim>
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-		<layer id="4111" name="__module.model.layers.17.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="4112" name="__module.model.layers.17.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I64">
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-					<dim>128</dim>
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-		</layer>
-		<layer id="4114" name="Constant_29306" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
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-		<layer id="4115" name="__module.model.layers.17.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
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-					<dim>128</dim>
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-					<dim>-1</dim>
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-					<dim>-1</dim>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="1" precision="I64" />
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-			<output>
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="4117" name="__module.model.layers.17.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3828" name="__module.model.layers.17.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61115,7 +58521,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3323">
+				<port id="2" precision="FP32" names="3500">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61123,7 +58529,7 @@
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 			</output>
 		</layer>
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+		<layer id="3829" name="__module.model.layers.17.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
@@ -61140,7 +58546,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3501">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61148,8 +58554,125 @@
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 			</output>
 		</layer>
-		<layer id="4119" name="self.model.layers.17.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="2542337192" size="2097152" />
+		<layer id="3830" name="Constant_231891" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="3831" name="Constant_231884" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3832" name="Constant_231886" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3833" name="Constant_231888" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3834" name="Concat_231889" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3835" name="Broadcast_231892" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3836" name="ReadValue_228294" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.17.keypresent.17.key" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="past_key_values.17.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3837" name="Constant_225146" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="3838" name="Gather_225147" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3839" name="self.model.layers.17.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2066774320" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -61158,7 +58681,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4120" name="Convert_300045" type="Convert" version="opset1">
+		<layer id="3840" name="Convert_257027" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -61175,8 +58698,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4121" name="self.model.layers.17.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="2544434344" size="16384" />
+		<layer id="3841" name="self.model.layers.17.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2068871472" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -61185,7 +58708,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4122" name="Convert_300047" type="Convert" version="opset1">
+		<layer id="3842" name="Convert_257029" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -61202,7 +58725,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4123" name="self.model.layers.17.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3843" name="self.model.layers.17.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -61224,8 +58747,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4124" name="self.model.layers.17.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="2544450728" size="65536" />
+		<layer id="3844" name="self.model.layers.17.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2068887856" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -61234,7 +58757,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4125" name="self.model.layers.17.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3845" name="self.model.layers.17.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -61256,15 +58779,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4126" name="Constant_300052" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="3846" name="Constant_257034" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4127" name="Reshape_300053" type="Reshape" version="opset1">
+		<layer id="3847" name="Reshape_257035" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -61283,8 +58806,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4128" name="self.model.layers.17.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3848" name="__module.model.layers.17.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -61298,7 +58824,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4129" name="__module.model.layers.17.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3849" name="__module.model.layers.17.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61312,22 +58838,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3275,key_states.73">
+				<port id="2" precision="FP32" names="3447,key_states.73">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4130" name="Constant_255211" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="3850" name="Constant_215595" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4131" name="__module.model.layers.17.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3851" name="__module.model.layers.17.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61340,7 +58866,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3282">
+				<port id="2" precision="FP32" names="3454">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -61348,7 +58874,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4132" name="__module.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="3852" name="__module.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -61356,7 +58882,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4133" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="3853" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -61369,7 +58895,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3283,key_states.75">
+				<port id="2" precision="FP32" names="3455,k.35">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -61377,7 +58903,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4134" name="__module.model.layers.17.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="3854" name="__module.model.layers.17.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61394,7 +58920,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3325">
+				<port id="2" precision="FP32" names="3502">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -61402,23 +58928,7 @@
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 			</output>
 		</layer>
-		<layer id="4135" name="Constant_227094" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-		</layer>
-		<layer id="4136" name="Constant_227093" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		</layer>
-		<layer id="4137" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="3855" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61434,13 +58944,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4138" name="__module.model.layers.17.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="3856" name="__module.model.layers.17.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4139" name="__module.model.layers.17.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="3857" name="__module.model.layers.17.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -61450,10 +58960,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3326,3331" />
+				<port id="3" precision="I64" names="3503,3508" />
 			</output>
 		</layer>
-		<layer id="4140" name="__module.model.layers.17.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="3858" name="__module.model.layers.17.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -61463,23 +58973,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4141" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="3859" name="__module.model.layers.17.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3328,3329,3333,3334" />
+				<port id="1" precision="I64" names="3505,3506,3510,3511" />
 			</output>
 		</layer>
-		<layer id="4142" name="Constant_254256" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3860" name="Constant_161587" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4143" name="__module.model.layers.17.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="3861" name="__module.model.layers.17.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -61493,53 +59003,31 @@
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 			</output>
 		</layer>
-		<layer id="4144" name="Constant_227092" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="3862" name="__module.model.layers.17.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="4145" name="ScatterUpdate_227095" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
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-					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="4146" name="Constant_227098" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="3863" name="__module.model.layers.17.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4147" name="Constant_227101" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3864" name="__module.model.layers.17.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4148" name="__module.model.layers.17.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3865" name="__module.model.layers.17.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -61548,17 +59036,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3512,x2.71">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -61566,8 +59057,8 @@
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 		</layer>
-		<layer id="4149" name="Constant_246207" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="3866" name="Constant_208181" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -61577,7 +59068,7 @@
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 			</output>
 		</layer>
-		<layer id="4150" name="__module.model.layers.17.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3867" name="__module.model.layers.17.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61594,7 +59085,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3336">
+				<port id="2" precision="FP32" names="3513">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -61602,24 +59093,31 @@
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 			</output>
 		</layer>
-		<layer id="4151" name="Constant_227146" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="3868" name="__module.model.layers.17.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="4152" name="Constant_227151" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="3869" name="__module.model.layers.17.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="4153" name="__module.model.layers.17.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="3870" name="__module.model.layers.17.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3871" name="__module.model.layers.17.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -61628,17 +59126,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
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 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3507">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -61646,7 +59147,7 @@
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 			</output>
 		</layer>
-		<layer id="4154" name="__module.model.layers.17.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="3872" name="__module.model.layers.17.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61663,7 +59164,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3338">
+				<port id="2" precision="FP32" names="3515">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -61671,7 +59172,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4155" name="__module.model.layers.17.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="3873" name="__module.model.layers.17.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61688,7 +59189,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3339">
+				<port id="2" precision="FP32" names="3516">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -61696,7 +59197,7 @@
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 			</output>
 		</layer>
-		<layer id="4156" name="__module.model.layers.17.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="3874" name="__module.model.layers.17.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61713,7 +59214,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3340">
+				<port id="2" precision="FP32" names="3517">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -61721,7 +59222,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4157" name="__module.model.layers.17.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="3875" name="__module.model.layers.17.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61746,7 +59247,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4158" name="__module.model.layers.17.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="3876" name="__module.model.layers.17.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -61757,7 +59258,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3529,3530,3531">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -61766,38 +59267,7 @@
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 			</output>
 		</layer>
-		<layer id="4159" name="Constant_254873" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		<layer id="4160" name="Constant_254874" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="4161" name="Gather_254875" type="Gather" version="opset8">
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-			<input>
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-				<port id="1" precision="I64">
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-		</layer>
-		<layer id="4162" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="3877" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61813,21 +59283,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4163" name="Constant_255598" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3878" name="Constant_215868" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4164" name="__module.model.layers.17.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="3879" name="__module.model.layers.17.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4165" name="__module.model.layers.17.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="3880" name="__module.model.layers.17.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -61839,34 +59309,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="3523">
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 				</port>
 			</output>
 		</layer>
-		<layer id="4166" name="Constant_206363" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="3881" name="Constant_194071" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4167" name="Constant_216447" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="3882" name="Constant_199643" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4168" name="Constant_216448" type="Const" version="opset1">
+		<layer id="3883" name="Constant_199644" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4169" name="Gather_216449" type="Gather" version="opset8">
+		<layer id="3884" name="Gather_199645" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -61883,7 +59353,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4170" name="__module.model.layers.17.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="3885" name="__module.model.layers.17.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -61900,12 +59370,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="3355">
+				<port id="4" precision="I64" names="3532">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4171" name="__module.model.layers.17.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="3886" name="__module.model.layers.17.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61920,7 +59390,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3356,hidden_states.523">
+				<port id="2" precision="FP32" names="3533,hidden_states.521">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -61929,15 +59399,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4172" name="Constant_255212" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="3887" name="Constant_215596" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4173" name="__module.model.layers.17.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="3888" name="__module.model.layers.17.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -61952,7 +59422,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3360">
+				<port id="2" precision="FP32" names="3537,key_states.75">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -61960,13 +59430,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4174" name="Constant_292950" type="Const" version="opset1">
+		<layer id="3889" name="Constant_231878" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4175" name="Constant_292943" type="Const" version="opset1">
+		<layer id="3890" name="Constant_231871" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -61974,7 +59444,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4176" name="Constant_292945" type="Const" version="opset1">
+		<layer id="3891" name="Constant_231873" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -61982,7 +59452,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4177" name="Constant_292947" type="Const" version="opset1">
+		<layer id="3892" name="Constant_231875" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -61990,7 +59460,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4178" name="Concat_292948" type="Concat" version="opset1">
+		<layer id="3893" name="Concat_231876" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -62012,7 +59482,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4179" name="Broadcast_292951" type="Broadcast" version="opset3">
+		<layer id="3894" name="Broadcast_231879" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -62029,7 +59499,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4180" name="ReadValue_287189" type="ReadValue" version="opset6">
+		<layer id="3895" name="ReadValue_228296" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.17.valuepresent.17.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62048,13 +59518,13 @@
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 			</output>
 		</layer>
-		<layer id="4181" name="Constant_281863" type="Const" version="opset1">
+		<layer id="3896" name="Constant_225149" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="4182" name="Gather_281864" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62077,94 +59547,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="2544516264" size="4194304" />
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+			<data element_type="u4" shape="1024, 32, 128" offset="2068953392" size="2097152" />
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 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="4184" name="Convert_300035" type="Convert" version="opset1">
+		<layer id="3899" name="Convert_257017" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="2548710568" size="1024" />
+		<layer id="3900" name="self.model.layers.17.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2071050544" size="16384" />
 			<output>
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 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4186" name="Convert_300038" type="Convert" version="opset1">
+		<layer id="3901" name="Convert_257019" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4187" name="self.model.layers.17.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="3902" name="self.model.layers.17.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4188" name="self.model.layers.17.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="2548711592" size="2048" />
+		<layer id="3903" name="self.model.layers.17.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2071066928" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4189" name="self.model.layers.17.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="3904" name="self.model.layers.17.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3905" name="Constant_257024" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3906" name="Reshape_257025" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -62172,8 +59682,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4190" name="self.model.layers.17.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3907" name="__module.model.layers.17.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -62187,7 +59700,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4191" name="__module.model.layers.17.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3908" name="__module.model.layers.17.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62201,22 +59714,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3277,value_states.35">
+				<port id="2" precision="FP32" names="3449,value_states.35">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4192" name="Constant_255213" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="3909" name="Constant_215597" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4193" name="__module.model.layers.17.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="3910" name="__module.model.layers.17.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62229,7 +59742,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3285">
+				<port id="2" precision="FP32" names="3457">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -62237,7 +59750,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4194" name="__module.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="3911" name="__module.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -62245,7 +59758,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4195" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="3912" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -62258,7 +59771,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3286">
+				<port id="2" precision="FP32" names="3458">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -62266,7 +59779,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4196" name="__module.model.layers.17.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="3913" name="__module.model.layers.17.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62291,7 +59804,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4197" name="__module.model.layers.17.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="3914" name="__module.model.layers.17.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -62302,7 +59815,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3368,3369,3370">
+				<port id="2" precision="FP32" names="3545,3546,3547">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -62311,7 +59824,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4198" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="3915" name="__module.model.layers.17.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62327,21 +59840,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4199" name="Constant_255601" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="3916" name="Constant_215871" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4200" name="__module.model.layers.17.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="3917" name="__module.model.layers.17.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4201" name="__module.model.layers.17.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="3918" name="__module.model.layers.17.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -62353,34 +59866,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3362">
+				<port id="3" precision="I64" names="3539">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4202" name="Constant_206381" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="3919" name="Constant_194089" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4203" name="Constant_216457" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="3920" name="Constant_199653" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4204" name="Constant_216458" type="Const" version="opset1">
+		<layer id="3921" name="Constant_199654" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4205" name="Gather_216459" type="Gather" version="opset8">
+		<layer id="3922" name="Gather_199655" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -62397,7 +59910,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4206" name="__module.model.layers.17.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="3923" name="__module.model.layers.17.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -62414,12 +59927,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="3371">
+				<port id="4" precision="I64" names="3548">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4207" name="__module.model.layers.17.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="3924" name="__module.model.layers.17.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62434,7 +59947,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3372,hidden_states.527">
+				<port id="2" precision="FP32" names="3549,hidden_states.525">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -62443,15 +59956,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4208" name="Constant_255214" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="3925" name="Constant_215598" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4209" name="__module.model.layers.17.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="3926" name="__module.model.layers.17.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62466,7 +59979,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3376">
+				<port id="2" precision="FP32" names="3553">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -62474,7 +59987,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4210" name="__module.model.layers.17.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="3927" name="__module.model.layers.17.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62503,7 +60016,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3377,attn_output.69">
+				<port id="4" precision="FP32" names="3559,attn_output.69">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -62511,7 +60024,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4211" name="__module.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="3928" name="__module.model.layers.17.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -62519,7 +60032,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4212" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="3929" name="__module.model.layers.17.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -62532,7 +60045,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3378">
+				<port id="2" precision="FP32" names="3560">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -62540,16 +60053,70 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4213" name="Constant_255215" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="3930" name="__module.model.layers.17.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3931" name="Constant_199633" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3932" name="Constant_199634" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="3933" name="Gather_199635" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="4214" name="__module.model.layers.17.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="3934" name="__module.model.layers.17.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="3562">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="3935" name="__module.model.layers.17.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -62562,15 +60129,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3381">
+				<port id="2" precision="FP32" names="3563">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4215" name="self.model.layers.17.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="2548713640" size="8388608" />
+		<layer id="3936" name="self.model.layers.17.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2071132464" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -62579,7 +60146,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4216" name="Convert_300067" type="Convert" version="opset1">
+		<layer id="3937" name="Convert_256387" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -62596,8 +60163,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 1" offset="2557102248" size="65536" />
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+			<data element_type="u4" shape="4096, 32, 1" offset="2079521072" size="65536" />
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@@ -62606,7 +60173,7 @@
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 		</layer>
-		<layer id="4218" name="Convert_300069" type="Convert" version="opset1">
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@@ -62623,7 +60190,7 @@
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+		<layer id="3940" name="self.model.layers.17.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -62645,8 +60212,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="2557167784" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="2079586608" size="262144" />
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@@ -62655,7 +60222,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -62677,7 +60244,7 @@
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-		<layer id="4222" name="Constant_300074" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="139917104" size="8" />
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@@ -62685,7 +60252,7 @@
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-		<layer id="4223" name="Reshape_300075" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -62704,8 +60271,11 @@
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 		</layer>
-		<layer id="4224" name="self.model.layers.17.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3945" name="__module.model.layers.17.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -62719,13 +60289,13 @@
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-		<layer id="4225" name="__module.model.layers.17.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -62733,14 +60303,14 @@
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 			<input>
 				<port id="0" precision="FP32">
@@ -62755,15 +60325,15 @@
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 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="2557429928" size="16384" />
+		<layer id="3948" name="Constant_208185" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
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@@ -62772,7 +60342,7 @@
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-		<layer id="4228" name="Constant_246210" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
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@@ -62782,7 +60352,7 @@
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-		<layer id="4229" name="Constant_246208" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
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@@ -62792,7 +60362,7 @@
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+		<layer id="3951" name="__module.model.layers.17.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -62807,22 +60377,22 @@
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 					<dim>4096</dim>
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-		<layer id="4231" name="Constant_12413" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
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-		<layer id="4232" name="__module.model.layers.17.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="3953" name="__module.model.layers.17.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -62835,14 +60405,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="4233" name="Constant_246209" type="Const" version="opset1">
+		<layer id="3954" name="Constant_208183" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
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@@ -62852,7 +60422,7 @@
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 		</layer>
-		<layer id="4234" name="__module.model.layers.17.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="3955" name="__module.model.layers.17.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -62867,14 +60437,14 @@
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 			<output>
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-		<layer id="4235" name="__module.model.layers.17.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="3956" name="__module.model.layers.17.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -62890,7 +60460,7 @@
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 		</layer>
-		<layer id="4236" name="__module.model.layers.17.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="3957" name="__module.model.layers.17.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -62905,14 +60475,14 @@
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 			<output>
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 		</layer>
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+		<layer id="3958" name="__module.model.layers.17.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62927,14 +60497,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3578,3579,hidden_states.533,hidden_states.535">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="4238" name="__module.model.layers.17.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="3959" name="__module.model.layers.17.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -62949,15 +60519,15 @@
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 			<output>
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 					<dim>4096</dim>
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 		</layer>
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+		<layer id="3960" name="self.model.layers.17.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -62966,7 +60536,7 @@
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 		</layer>
-		<layer id="4240" name="Convert_300089" type="Convert" version="opset1">
+		<layer id="3961" name="Convert_255597" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -62983,8 +60553,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="2586806440" size="229376" />
+		<layer id="3962" name="self.model.layers.17.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2109225264" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -62993,7 +60563,7 @@
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 		</layer>
-		<layer id="4242" name="Convert_300091" type="Convert" version="opset1">
+		<layer id="3963" name="Convert_255599" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -63010,7 +60580,7 @@
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 		</layer>
-		<layer id="4243" name="self.model.layers.17.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63032,8 +60602,8 @@
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+		<layer id="3965" name="self.model.layers.17.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -63042,7 +60612,7 @@
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 		</layer>
-		<layer id="4245" name="self.model.layers.17.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63064,15 +60634,15 @@
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-		<layer id="4246" name="Constant_300096" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="3967" name="Constant_255604" type="Const" version="opset1">
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-		<layer id="4247" name="Reshape_300097" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -63091,8 +60661,11 @@
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 			</output>
 		</layer>
-		<layer id="4248" name="self.model.layers.17.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="3969" name="__module.model.layers.17.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -63106,7 +60679,7 @@
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 		</layer>
-		<layer id="4249" name="__module.model.layers.17.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="3970" name="__module.model.layers.17.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -63120,14 +60693,14 @@
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 			<output>
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 					<dim>14336</dim>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -63136,15 +60709,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -63153,7 +60726,7 @@
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-		<layer id="4252" name="Convert_300078" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -63170,8 +60743,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="2617313448" size="229376" />
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+			<data element_type="u4" shape="14336, 32, 1" offset="2139732272" size="229376" />
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 				<port id="0" precision="U4">
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@@ -63180,7 +60753,7 @@
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-		<layer id="4254" name="Convert_300080" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -63197,7 +60770,7 @@
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@@ -63251,15 +60824,15 @@
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@@ -63278,8 +60851,11 @@
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 			<data destination_type="f32" />
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@@ -63346,7 +60922,7 @@
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@@ -63363,8 +60939,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="2647820456" size="229376" />
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@@ -63373,7 +60949,7 @@
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 			<data destination_type="f16" />
 			<input>
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@@ -63390,7 +60966,7 @@
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@@ -63412,8 +60988,8 @@
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@@ -63422,7 +60998,7 @@
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@@ -63444,15 +61020,15 @@
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+		<layer id="3991" name="Constant_255614" type="Const" version="opset1">
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-		<layer id="4271" name="Reshape_300108" type="Reshape" version="opset1">
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 			<input>
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@@ -63471,8 +61047,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -63486,7 +61065,7 @@
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@@ -63500,14 +61079,14 @@
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+		<layer id="3996" name="Constant_208189" type="Const" version="opset1">
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@@ -63539,7 +61118,7 @@
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@@ -63549,7 +61128,7 @@
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-		<layer id="4277" name="Constant_246212" type="Const" version="opset1">
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@@ -63559,7 +61138,7 @@
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@@ -63574,22 +61153,22 @@
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-		<layer id="4279" name="Constant_12484" type="Const" version="opset1">
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@@ -63602,14 +61181,14 @@
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-		<layer id="4281" name="Constant_246213" type="Const" version="opset1">
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@@ -63619,7 +61198,7 @@
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@@ -63657,7 +61236,7 @@
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@@ -63694,14 +61273,14 @@
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@@ -63733,7 +61312,7 @@
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@@ -63750,8 +61329,8 @@
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@@ -63809,7 +61388,7 @@
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@@ -63831,7 +61410,7 @@
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@@ -63839,7 +61418,7 @@
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@@ -63858,8 +61437,11 @@
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 			<data destination_type="f32" />
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@@ -63887,14 +61469,14 @@
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@@ -63902,7 +61484,7 @@
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@@ -63915,7 +61497,7 @@
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@@ -63923,7 +61505,7 @@
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@@ -63931,7 +61513,7 @@
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@@ -63940,293 +61522,19 @@
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 					<dim>-1</dim>
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 					<dim>128</dim>
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -64243,7 +61551,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64251,23 +61559,7 @@
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 			<data output_type="i64" />
 			<input>
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@@ -64283,13 +61575,13 @@
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 			<data batch_dims="0" />
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@@ -64299,10 +61591,10 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -64312,23 +61604,23 @@
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@@ -64342,53 +61634,31 @@
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 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4034" name="__module.model.layers.18.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -64397,17 +61667,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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 			<output>
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 					<dim>32</dim>
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@@ -64415,8 +61688,8 @@
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="4035" name="Constant_208190" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -64426,7 +61699,7 @@
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 			</output>
 		</layer>
-		<layer id="4339" name="__module.model.layers.18.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4036" name="__module.model.layers.18.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64443,7 +61716,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3677">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64451,24 +61724,31 @@
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 			</output>
 		</layer>
-		<layer id="4340" name="Constant_227321" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="4037" name="__module.model.layers.18.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4341" name="Constant_227326" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4038" name="__module.model.layers.18.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4039" name="__module.model.layers.18.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4342" name="__module.model.layers.18.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4040" name="__module.model.layers.18.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -64477,17 +61757,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3671">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64495,7 +61778,7 @@
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 			</output>
 		</layer>
-		<layer id="4343" name="__module.model.layers.18.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="4041" name="__module.model.layers.18.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64512,7 +61795,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3679">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64520,101 +61803,7 @@
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 			</output>
 		</layer>
-		<layer id="4344" name="self.model.layers.18.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
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-				<port id="0" precision="FP32" names="self.model.layers.18.self_attn.rotary_emb.sin_cached">
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-					<dim>128</dim>
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-		</layer>
-		<layer id="4345" name="__module.model.layers.18.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="4346" name="__module.model.layers.18.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
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-				<port id="0" precision="I64">
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-		<layer id="4347" name="__module.model.layers.18.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
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-				<port id="0" precision="FP32">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I64">
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-					<dim>128</dim>
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-		</layer>
-		<layer id="4348" name="Constant_29312" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="4349" name="__module.model.layers.18.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
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-			<input>
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-					<dim>128</dim>
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-					<dim>-1</dim>
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-					<dim>-1</dim>
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-		<layer id="4350" name="__module.model.layers.18.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-				<port id="1" precision="I64" />
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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-			</output>
-		</layer>
-		<layer id="4351" name="__module.model.layers.18.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4042" name="__module.model.layers.18.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64631,7 +61820,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3493">
+				<port id="2" precision="FP32" names="3680">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64639,7 +61828,7 @@
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 			</output>
 		</layer>
-		<layer id="4352" name="__module.model.layers.18.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="4043" name="__module.model.layers.18.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -64656,7 +61845,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3494">
+				<port id="2" precision="FP32" names="3681">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -64664,188 +61853,87 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="2657700008" size="4194304" />
+		<layer id="4044" name="Constant_231917" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="U8">
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-					<dim>4096</dim>
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+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
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-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="4045" name="Constant_231910" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="2661894312" size="1024" />
+		<layer id="4046" name="Constant_231912" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>1024</dim>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4356" name="Convert_300126" type="Convert" version="opset1">
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-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="4047" name="Constant_231914" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="4048" name="Concat_231915" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>4096</dim>
-				</port>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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-			<output>
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-					<dim>4096</dim>
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-			<output>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
+				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
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-		</layer>
-		<layer id="4359" name="self.model.layers.18.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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-					<dim>1024</dim>
-					<dim>4096</dim>
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-				<port id="1" precision="FP16">
-					<dim>1024</dim>
+				<port id="2" precision="I64">
 					<dim>1</dim>
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-					<dim>4096</dim>
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-				<port id="0" precision="FP16">
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-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="3" precision="I64">
+					<dim>1</dim>
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 			<output>
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-				<port id="0" precision="I64">
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 				</port>
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-			<data special_zero="true" />
+		<layer id="4049" name="Broadcast_231918" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
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-					<dim>-1</dim>
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+				<port id="0" precision="FP32" />
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 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>128</dim>
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-		<layer id="4365" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4050" name="ReadValue_228298" type="ReadValue" version="opset6">
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 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>128</dim>
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 			<output>
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+				<port id="1" precision="FP32" names="past_key_values.18.key">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -64853,8 +61941,14 @@
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-			<data auto_broadcast="numpy" />
+		<layer id="4051" name="Constant_225152" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I32" />
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+		<layer id="4052" name="Gather_225153" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -64862,15 +61956,13 @@
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 					<dim>128</dim>
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@@ -64878,268 +61970,231 @@
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+		<layer id="4053" name="self.model.layers.18.self_attn.k_proj.weight" type="Const" version="opset1">
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+		<layer id="4054" name="Convert_257047" type="Convert" version="opset1">
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+					<dim>32</dim>
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-			<input>
-				<port id="0" precision="I64">
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-		<layer id="4373" name="__module.model.layers.18.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="4056" name="Convert_257049" type="Convert" version="opset1">
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-				<port id="0" precision="I64" />
+				<port id="0" precision="U4">
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+		<layer id="4057" name="self.model.layers.18.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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+					<dim>128</dim>
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+					<dim>1024</dim>
+					<dim>32</dim>
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+		<layer id="4058" name="self.model.layers.18.self_attn.k_proj.weight/scale" type="Const" version="opset1">
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+					<dim>1024</dim>
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+		<layer id="4061" name="Reshape_257055" type="Reshape" version="opset1">
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+		<layer id="4062" name="__module.model.layers.18.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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+		<layer id="4063" name="__module.model.layers.18.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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+		<layer id="4065" name="__module.model.layers.18.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
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-			<data axis="-1" />
+		<layer id="4066" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917144" size="16" />
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+				<port id="0" precision="I32">
+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="4067" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
 					<dim>8</dim>
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+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>4</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3635,k.37">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -65147,7 +62202,7 @@
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 			</output>
 		</layer>
-		<layer id="4387" name="__module.model.layers.18.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4068" name="__module.model.layers.18.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -65164,7 +62219,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3509">
+				<port id="2" precision="FP32" names="3682">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -65172,8 +62227,8 @@
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="4069" name="__module.model.layers.18.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65181,40 +62236,234 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4070" name="__module.model.layers.18.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="4071" name="__module.model.layers.18.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="3683,3688" />
+			</output>
+		</layer>
+		<layer id="4072" name="__module.model.layers.18.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+			</input>
+			<output>
+				<port id="2" precision="I64" />
+			</output>
+		</layer>
+		<layer id="4073" name="__module.model.layers.18.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="3685,3686,3690,3691" />
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+		</layer>
+		<layer id="4074" name="Constant_161602" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="4075" name="__module.model.layers.18.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
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+				<port id="2" precision="I64">
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+		<layer id="4076" name="__module.model.layers.18.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
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+		<layer id="4077" name="__module.model.layers.18.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		<layer id="4078" name="__module.model.layers.18.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="4079" name="__module.model.layers.18.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
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 					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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+				<port id="1" precision="I64">
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+				<port id="2" precision="I64">
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+				<port id="3" precision="I64">
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3692,x2.75">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>64</dim>
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 			</output>
 		</layer>
-		<layer id="4389" name="__module.model.layers.18.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
-			<data axis="-2" />
+		<layer id="4080" name="Constant_208191" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
+			<output>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4081" name="__module.model.layers.18.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
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+					<dim>64</dim>
 				</port>
 				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3693">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4082" name="__module.model.layers.18.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4083" name="__module.model.layers.18.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4084" name="__module.model.layers.18.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4085" name="__module.model.layers.18.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I64">
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+				<port id="2" precision="I64">
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+				<port id="3" precision="I64">
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+				</port>
+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="3687">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4086" name="__module.model.layers.18.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+			<data axis="-1" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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+			</input>
+			<output>
+				<port id="2" precision="FP32" names="3695">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -65222,7 +62471,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4390" name="__module.model.layers.18.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="4087" name="__module.model.layers.18.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65230,50 +62480,93 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3696">
 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
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 		</layer>
-		<layer id="4391" name="Constant_254889" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
+		<layer id="4088" name="__module.model.layers.18.self_attn/aten::add/Add_1" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
+				<port id="2" precision="FP32" names="3697">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4392" name="Constant_254890" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
+		<layer id="4089" name="__module.model.layers.18.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+			<data axis="-2" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+			</input>
 			<output>
-				<port id="0" precision="I64" />
+				<port id="2" precision="FP32" names="present.18.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="4393" name="Gather_254891" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="4090" name="__module.model.layers.18.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
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-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="2" precision="I64" />
+				<port id="1" precision="I64" />
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3709,3710,3711">
+					<dim>-1</dim>
+					<dim>8</dim>
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4394" name="__module.model.layers.18.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="4091" name="__module.model.layers.18.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65289,21 +62582,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4395" name="Constant_255607" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="4092" name="Constant_215874" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4396" name="__module.model.layers.18.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="4093" name="__module.model.layers.18.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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 			</output>
 		</layer>
-		<layer id="4397" name="__module.model.layers.18.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="4094" name="__module.model.layers.18.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65315,34 +62608,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="3703">
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 		</layer>
-		<layer id="4398" name="Constant_206399" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="4095" name="Constant_194107" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
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 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="4399" name="Constant_216482" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="4096" name="Constant_199678" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4400" name="Constant_216483" type="Const" version="opset1">
+		<layer id="4097" name="Constant_199679" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4401" name="Gather_216484" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65359,7 +62652,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4402" name="__module.model.layers.18.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="4099" name="__module.model.layers.18.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65376,12 +62669,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="3525">
+				<port id="4" precision="I64" names="3712">
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 				</port>
 			</output>
 		</layer>
-		<layer id="4403" name="__module.model.layers.18.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="4100" name="__module.model.layers.18.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65396,7 +62689,7 @@
 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -65405,15 +62698,15 @@
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 			</output>
 		</layer>
-		<layer id="4404" name="Constant_255218" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="4101" name="Constant_215601" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="4405" name="__module.model.layers.18.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="4102" name="__module.model.layers.18.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65428,7 +62721,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3530">
+				<port id="2" precision="FP32" names="3717,key_states.79">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -65436,13 +62729,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4406" name="Constant_292976" type="Const" version="opset1">
+		<layer id="4103" name="Constant_231904" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4407" name="Constant_292969" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -65450,7 +62743,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4408" name="Constant_292971" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -65458,7 +62751,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4409" name="Constant_292973" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -65466,7 +62759,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4410" name="Concat_292974" type="Concat" version="opset1">
+		<layer id="4107" name="Concat_231902" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65488,7 +62781,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4411" name="Broadcast_292977" type="Broadcast" version="opset3">
+		<layer id="4108" name="Broadcast_231905" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -65505,7 +62798,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4412" name="ReadValue_287193" type="ReadValue" version="opset6">
+		<layer id="4109" name="ReadValue_228300" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.18.valuepresent.18.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65524,13 +62817,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4413" name="Constant_281869" type="Const" version="opset1">
+		<layer id="4110" name="Constant_225155" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4414" name="Gather_281870" type="Gather" version="opset8">
+		<layer id="4111" name="Gather_225156" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65553,94 +62846,134 @@
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 			</output>
 		</layer>
-		<layer id="4415" name="self.model.layers.18.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 4096" offset="2661897384" size="4194304" />
+		<layer id="4112" name="self.model.layers.18.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2182297904" size="2097152" />
 			<output>
-				<port id="0" precision="U8">
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 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4416" name="Convert_300112" type="Convert" version="opset1">
+		<layer id="4113" name="Convert_257037" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4417" name="self.model.layers.18.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 1" offset="2666091688" size="1024" />
+		<layer id="4114" name="self.model.layers.18.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2184395056" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4418" name="Convert_300115" type="Convert" version="opset1">
+		<layer id="4115" name="Convert_257039" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4419" name="self.model.layers.18.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4116" name="self.model.layers.18.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4420" name="self.model.layers.18.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="2666092712" size="2048" />
+		<layer id="4117" name="self.model.layers.18.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2184411440" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4421" name="self.model.layers.18.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4118" name="self.model.layers.18.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4119" name="Constant_257044" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4120" name="Reshape_257045" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -65648,8 +62981,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4422" name="self.model.layers.18.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4121" name="__module.model.layers.18.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -65663,7 +62999,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4423" name="__module.model.layers.18.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4122" name="__module.model.layers.18.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65677,22 +63013,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3447,value_states.37">
+				<port id="2" precision="FP32" names="3629,value_states.37">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4424" name="Constant_255219" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="4123" name="Constant_215602" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4425" name="__module.model.layers.18.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="4124" name="__module.model.layers.18.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65705,7 +63041,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3455">
+				<port id="2" precision="FP32" names="3637">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -65713,7 +63049,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4426" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="4125" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -65721,7 +63057,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4427" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4126" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65734,7 +63070,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3456">
+				<port id="2" precision="FP32" names="3638">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -65742,7 +63078,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4428" name="__module.model.layers.18.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4127" name="__module.model.layers.18.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65767,7 +63103,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4429" name="__module.model.layers.18.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="4128" name="__module.model.layers.18.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -65778,7 +63114,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3538,3539,3540">
+				<port id="2" precision="FP32" names="3725,3726,3727">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -65787,7 +63123,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4430" name="__module.model.layers.18.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="4129" name="__module.model.layers.18.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65803,21 +63139,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4431" name="Constant_255610" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="4130" name="Constant_215877" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4432" name="__module.model.layers.18.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="4131" name="__module.model.layers.18.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4433" name="__module.model.layers.18.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="4132" name="__module.model.layers.18.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65829,34 +63165,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3532">
+				<port id="3" precision="I64" names="3719">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4434" name="Constant_206417" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="4133" name="Constant_194125" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4435" name="Constant_216492" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="4134" name="Constant_199688" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4436" name="Constant_216493" type="Const" version="opset1">
+		<layer id="4135" name="Constant_199689" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4437" name="Gather_216494" type="Gather" version="opset8">
+		<layer id="4136" name="Gather_199690" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65873,7 +63209,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4438" name="__module.model.layers.18.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="4137" name="__module.model.layers.18.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -65890,12 +63226,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="3541">
+				<port id="4" precision="I64" names="3728">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4439" name="__module.model.layers.18.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="4138" name="__module.model.layers.18.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65910,7 +63246,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3542,hidden_states.557">
+				<port id="2" precision="FP32" names="3729,hidden_states.555">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -65919,15 +63255,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4440" name="Constant_255220" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="4139" name="Constant_215603" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4441" name="__module.model.layers.18.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="4140" name="__module.model.layers.18.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65942,7 +63278,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3546">
+				<port id="2" precision="FP32" names="3733">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -65950,7 +63286,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4442" name="__module.model.layers.18.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="4141" name="__module.model.layers.18.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -65979,7 +63315,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3547,attn_output.73">
+				<port id="4" precision="FP32" names="3739,attn_output.73">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -65987,7 +63323,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4443" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="4142" name="__module.model.layers.18.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -65995,7 +63331,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4444" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="4143" name="__module.model.layers.18.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -66008,7 +63344,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3548">
+				<port id="2" precision="FP32" names="3740">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -66016,16 +63352,70 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4445" name="Constant_255221" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="4144" name="__module.model.layers.18.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4145" name="Constant_199668" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4146" name="Constant_199669" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="4147" name="Gather_199670" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="4446" name="__module.model.layers.18.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="4148" name="__module.model.layers.18.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="3742">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4149" name="__module.model.layers.18.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -66038,15 +63428,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3551">
+				<port id="2" precision="FP32" names="3743">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4447" name="self.model.layers.18.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="2666094760" size="8388608" />
+		<layer id="4150" name="self.model.layers.18.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2184476976" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -66055,7 +63445,7 @@
 				</port>
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 		</layer>
-		<layer id="4448" name="Convert_300144" type="Convert" version="opset1">
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 				<port id="0" precision="U4">
@@ -66072,8 +63462,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="2674483368" size="65536" />
+		<layer id="4152" name="self.model.layers.18.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2192865584" size="65536" />
 			<output>
 				<port id="0" precision="U4">
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@@ -66082,7 +63472,7 @@
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 		</layer>
-		<layer id="4450" name="Convert_300146" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -66099,7 +63489,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -66121,8 +63511,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="2674548904" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="2192931120" size="262144" />
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 				<port id="0" precision="FP16">
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@@ -66131,7 +63521,7 @@
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-		<layer id="4453" name="self.model.layers.18.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4156" name="self.model.layers.18.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -66153,7 +63543,7 @@
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 		</layer>
-		<layer id="4454" name="Constant_300151" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="139917104" size="8" />
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@@ -66161,7 +63551,7 @@
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-		<layer id="4455" name="Reshape_300152" type="Reshape" version="opset1">
+		<layer id="4158" name="Reshape_256415" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -66180,8 +63570,11 @@
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 			</output>
 		</layer>
-		<layer id="4456" name="self.model.layers.18.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4159" name="__module.model.layers.18.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -66195,13 +63588,13 @@
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 		</layer>
-		<layer id="4457" name="__module.model.layers.18.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -66209,14 +63602,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="3745,3747,hidden_states.557">
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 					<dim>4096</dim>
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-		<layer id="4458" name="__module.model.layers.18/aten::add/Add" type="Add" version="opset1">
+		<layer id="4161" name="__module.model.layers.18/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -66231,15 +63624,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="4459" name="Constant_246221" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="2674811048" size="16384" />
+		<layer id="4162" name="Constant_208195" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
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@@ -66248,7 +63641,7 @@
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 			</output>
 		</layer>
-		<layer id="4460" name="Constant_246220" type="Const" version="opset1">
+		<layer id="4163" name="Constant_208194" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
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@@ -66258,7 +63651,7 @@
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 			</output>
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-		<layer id="4461" name="Constant_246218" type="Const" version="opset1">
+		<layer id="4164" name="Constant_208192" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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@@ -66268,7 +63661,7 @@
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 			</output>
 		</layer>
-		<layer id="4462" name="__module.model.layers.18.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="4165" name="__module.model.layers.18.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -66283,22 +63676,22 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3753">
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 					<dim>4096</dim>
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 		</layer>
-		<layer id="4463" name="Constant_13089" type="Const" version="opset1">
+		<layer id="4166" name="Constant_14491" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="3562">
+				<port id="0" precision="I64" names="3754">
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 		</layer>
-		<layer id="4464" name="__module.model.layers.18.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="4167" name="__module.model.layers.18.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66311,14 +63704,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3755,variance.75">
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 					<dim>-1</dim>
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 			</output>
 		</layer>
-		<layer id="4465" name="Constant_246219" type="Const" version="opset1">
+		<layer id="4168" name="Constant_208193" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -66328,7 +63721,7 @@
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 			</output>
 		</layer>
-		<layer id="4466" name="__module.model.layers.18.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="4169" name="__module.model.layers.18.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66343,14 +63736,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3756">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="4467" name="__module.model.layers.18.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="4170" name="__module.model.layers.18.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -66366,7 +63759,7 @@
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 			</output>
 		</layer>
-		<layer id="4468" name="__module.model.layers.18.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="4171" name="__module.model.layers.18.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66381,14 +63774,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3565">
+				<port id="2" precision="FP32" names="3757">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="4469" name="__module.model.layers.18.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4172" name="__module.model.layers.18.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66403,14 +63796,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3566,3567,hidden_states.565,hidden_states.567">
+				<port id="2" precision="FP32" names="3758,3759,hidden_states.563,hidden_states.565">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="4470" name="__module.model.layers.18.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4173" name="__module.model.layers.18.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66425,15 +63818,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3568,3570">
+				<port id="2" precision="FP32" names="3760,3762">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="4471" name="self.model.layers.18.mlp.gate_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="2674827432" size="29360128" />
+		<layer id="4174" name="self.model.layers.18.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="2193209648" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -66442,7 +63835,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4472" name="Convert_300166" type="Convert" version="opset1">
+		<layer id="4175" name="Convert_255627" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -66459,8 +63852,8 @@
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 			</output>
 		</layer>
-		<layer id="4473" name="self.model.layers.18.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="2704187560" size="229376" />
+		<layer id="4176" name="self.model.layers.18.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2222569776" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -66469,7 +63862,7 @@
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 		</layer>
-		<layer id="4474" name="Convert_300168" type="Convert" version="opset1">
+		<layer id="4177" name="Convert_255629" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -66486,7 +63879,7 @@
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 			</output>
 		</layer>
-		<layer id="4475" name="self.model.layers.18.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4178" name="self.model.layers.18.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -66508,8 +63901,8 @@
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 		</layer>
-		<layer id="4476" name="self.model.layers.18.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="2704416936" size="917504" />
+		<layer id="4179" name="self.model.layers.18.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="2222799152" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -66518,7 +63911,7 @@
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 			</output>
 		</layer>
-		<layer id="4477" name="self.model.layers.18.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4180" name="self.model.layers.18.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -66540,15 +63933,15 @@
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-		<layer id="4478" name="Constant_300173" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="4181" name="Constant_255634" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
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 				<port id="0" precision="I32">
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-		<layer id="4479" name="Reshape_300174" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -66567,8 +63960,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4480" name="self.model.layers.18.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4183" name="__module.model.layers.18.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -66582,7 +63978,7 @@
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 		</layer>
-		<layer id="4481" name="__module.model.layers.18.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4184" name="__module.model.layers.18.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -66596,14 +63992,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>14336</dim>
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-		<layer id="4482" name="__module.model.layers.18.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="4185" name="__module.model.layers.18.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -66612,15 +64008,15 @@
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 			<output>
-				<port id="1" precision="FP32" names="3577">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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+		<layer id="4186" name="self.model.layers.18.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -66629,7 +64025,7 @@
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 		</layer>
-		<layer id="4484" name="Convert_300155" type="Convert" version="opset1">
+		<layer id="4187" name="Convert_255617" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -66646,8 +64042,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="2734694568" size="229376" />
+		<layer id="4188" name="self.model.layers.18.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2253076784" size="229376" />
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 				<port id="0" precision="U4">
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@@ -66656,7 +64052,7 @@
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 		</layer>
-		<layer id="4486" name="Convert_300157" type="Convert" version="opset1">
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@@ -66727,15 +64123,15 @@
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@@ -66754,8 +64150,11 @@
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 			<data destination_type="f32" />
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@@ -66839,8 +64238,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="2765201576" size="229376" />
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 			<input>
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@@ -66866,7 +64265,7 @@
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@@ -66888,8 +64287,8 @@
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@@ -66898,7 +64297,7 @@
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@@ -66920,15 +64319,15 @@
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 			<input>
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@@ -66947,8 +64346,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -66962,7 +64364,7 @@
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+		<layer id="4210" name="Constant_208199" type="Const" version="opset1">
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@@ -67015,7 +64417,7 @@
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@@ -67025,7 +64427,7 @@
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@@ -67035,7 +64437,7 @@
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 			<data auto_broadcast="numpy" />
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-		<layer id="4513" name="Constant_246223" type="Const" version="opset1">
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 			<data auto_broadcast="numpy" />
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -67148,14 +64550,14 @@
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 			<data auto_broadcast="numpy" />
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 			<data auto_broadcast="numpy" />
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@@ -67209,7 +64611,7 @@
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@@ -67236,7 +64638,7 @@
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@@ -67253,7 +64655,7 @@
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@@ -67307,7 +64709,7 @@
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@@ -67315,7 +64717,7 @@
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@@ -67334,8 +64736,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -67349,7 +64754,7 @@
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@@ -67363,14 +64768,14 @@
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 					<dim>-1</dim>
 					<dim>4096</dim>
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@@ -67378,7 +64783,7 @@
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 		</layer>
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@@ -67391,7 +64796,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3811">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -67399,7 +64804,7 @@
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 		</layer>
-		<layer id="4532" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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@@ -67407,7 +64812,7 @@
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 			</output>
 		</layer>
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+		<layer id="4236" name="__module.model.layers.19.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -67420,7 +64825,7 @@
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 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -67428,281 +64833,7 @@
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-		<layer id="4555" name="__module.model.layers.19.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4237" name="__module.model.layers.19.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67719,7 +64850,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -67727,23 +64858,7 @@
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67759,13 +64874,13 @@
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 			</output>
 		</layer>
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 			<data batch_dims="0" />
 			<input>
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@@ -67775,10 +64890,10 @@
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 			<output>
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -67788,23 +64903,23 @@
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@@ -67818,53 +64933,31 @@
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+		<layer id="4246" name="__module.model.layers.19.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4568" name="Constant_227552" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4247" name="__module.model.layers.19.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4569" name="__module.model.layers.19.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4248" name="__module.model.layers.19.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -67873,17 +64966,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3659,x2.77">
+				<port id="5" precision="FP32" names="3856,x2.77">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -67891,8 +64987,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4570" name="Constant_246226" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="4249" name="Constant_208200" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -67902,7 +64998,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4571" name="__module.model.layers.19.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4250" name="__module.model.layers.19.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67919,7 +65015,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3660">
+				<port id="2" precision="FP32" names="3857">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -67927,24 +65023,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4572" name="Constant_227597" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="4251" name="__module.model.layers.19.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4573" name="Constant_227602" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4252" name="__module.model.layers.19.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4253" name="__module.model.layers.19.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4574" name="__module.model.layers.19.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4254" name="__module.model.layers.19.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -67953,17 +65056,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3654">
+				<port id="5" precision="FP32" names="3851">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -67971,7 +65077,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4575" name="__module.model.layers.19.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="4255" name="__module.model.layers.19.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -67988,7 +65094,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3662">
+				<port id="2" precision="FP32" names="3859">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -67996,101 +65102,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4576" name="self.model.layers.19.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
-			<output>
-				<port id="0" precision="FP32" names="self.model.layers.19.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4577" name="__module.model.layers.19.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4578" name="__module.model.layers.19.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4579" name="__module.model.layers.19.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="FP32" names="3638,3639,3642,sin.77">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4580" name="Constant_29318" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="4581" name="__module.model.layers.19.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-				</port>
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="FP32" names="3647">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4582" name="__module.model.layers.19.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="3648,sin.79">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4583" name="__module.model.layers.19.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4256" name="__module.model.layers.19.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68107,7 +65119,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3663">
+				<port id="2" precision="FP32" names="3860">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -68115,7 +65127,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4584" name="__module.model.layers.19.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="4257" name="__module.model.layers.19.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68132,7 +65144,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3664">
+				<port id="2" precision="FP32" names="3861">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -68140,8 +65152,125 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4585" name="self.model.layers.19.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="2775081128" size="2097152" />
+		<layer id="4258" name="Constant_231943" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="4259" name="Constant_231936" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4260" name="Constant_231938" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4261" name="Constant_231940" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4262" name="Concat_231941" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4263" name="Broadcast_231944" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4264" name="ReadValue_228302" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.19.keypresent.19.key" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="FP32" names="past_key_values.19.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4265" name="Constant_225158" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="4266" name="Gather_225159" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>-1</dim>
+				</port>
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4267" name="self.model.layers.19.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2293463344" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -68150,7 +65279,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4586" name="Convert_300199" type="Convert" version="opset1">
+		<layer id="4268" name="Convert_257067" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -68167,8 +65296,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4587" name="self.model.layers.19.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="2777178280" size="16384" />
+		<layer id="4269" name="self.model.layers.19.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2295560496" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -68177,7 +65306,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4588" name="Convert_300201" type="Convert" version="opset1">
+		<layer id="4270" name="Convert_257069" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -68194,7 +65323,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4589" name="self.model.layers.19.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4271" name="self.model.layers.19.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -68216,8 +65345,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4590" name="self.model.layers.19.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="2777194664" size="65536" />
+		<layer id="4272" name="self.model.layers.19.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2295576880" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -68226,7 +65355,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4591" name="self.model.layers.19.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4273" name="self.model.layers.19.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -68248,15 +65377,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4592" name="Constant_300206" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="4274" name="Constant_257074" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4593" name="Reshape_300207" type="Reshape" version="opset1">
+		<layer id="4275" name="Reshape_257075" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -68275,8 +65404,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4594" name="self.model.layers.19.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4276" name="__module.model.layers.19.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -68290,7 +65422,7 @@
 				</port>
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 		</layer>
-		<layer id="4595" name="__module.model.layers.19.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4277" name="__module.model.layers.19.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68304,22 +65436,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3615,key_states.81">
+				<port id="2" precision="FP32" names="3807,key_states.81">
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 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
-		<layer id="4596" name="Constant_255223" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="4278" name="Constant_215605" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4597" name="__module.model.layers.19.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="4279" name="__module.model.layers.19.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68332,7 +65464,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3622">
+				<port id="2" precision="FP32" names="3814">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -68340,7 +65472,7 @@
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 			</output>
 		</layer>
-		<layer id="4598" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="4280" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -68348,7 +65480,7 @@
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 			</output>
 		</layer>
-		<layer id="4599" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4281" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68361,7 +65493,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3623,key_states.83">
+				<port id="2" precision="FP32" names="3815,k.39">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -68369,7 +65501,7 @@
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 			</output>
 		</layer>
-		<layer id="4600" name="__module.model.layers.19.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="4282" name="__module.model.layers.19.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68386,7 +65518,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3665">
+				<port id="2" precision="FP32" names="3862">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -68394,23 +65526,7 @@
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 			</output>
 		</layer>
-		<layer id="4601" name="Constant_227646" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4602" name="Constant_227645" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-			</output>
-		</layer>
-		<layer id="4603" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="4283" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68426,13 +65542,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4604" name="__module.model.layers.19.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="4284" name="__module.model.layers.19.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4605" name="__module.model.layers.19.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="4285" name="__module.model.layers.19.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -68442,10 +65558,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3666,3671" />
+				<port id="3" precision="I64" names="3863,3868" />
 			</output>
 		</layer>
-		<layer id="4606" name="__module.model.layers.19.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="4286" name="__module.model.layers.19.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -68455,23 +65571,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4607" name="__module.model.layers.19.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="4287" name="__module.model.layers.19.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="3668,3669,3673,3674" />
+				<port id="1" precision="I64" names="3865,3866,3870,3871" />
 			</output>
 		</layer>
-		<layer id="4608" name="Constant_254280" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="4288" name="Constant_161617" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4609" name="__module.model.layers.19.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="4289" name="__module.model.layers.19.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -68485,53 +65601,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4610" name="Constant_227644" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4290" name="__module.model.layers.19.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="4611" name="ScatterUpdate_227647" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="4612" name="Constant_227650" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="4291" name="__module.model.layers.19.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4613" name="Constant_227653" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4292" name="__module.model.layers.19.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4614" name="__module.model.layers.19.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4293" name="__module.model.layers.19.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68540,17 +65634,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3675,x2.79">
+				<port id="5" precision="FP32" names="3872,x2.79">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -68558,8 +65655,8 @@
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 			</output>
 		</layer>
-		<layer id="4615" name="Constant_246227" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="4294" name="Constant_208201" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -68569,7 +65666,7 @@
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 			</output>
 		</layer>
-		<layer id="4616" name="__module.model.layers.19.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4295" name="__module.model.layers.19.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68586,7 +65683,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3676">
+				<port id="2" precision="FP32" names="3873">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -68594,24 +65691,31 @@
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 			</output>
 		</layer>
-		<layer id="4617" name="Constant_227698" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="4296" name="__module.model.layers.19.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4618" name="Constant_227703" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4297" name="__module.model.layers.19.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4619" name="__module.model.layers.19.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4298" name="__module.model.layers.19.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4299" name="__module.model.layers.19.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68620,17 +65724,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3670">
+				<port id="5" precision="FP32" names="3867">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -68638,7 +65745,7 @@
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 			</output>
 		</layer>
-		<layer id="4620" name="__module.model.layers.19.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="4300" name="__module.model.layers.19.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68655,7 +65762,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3678">
+				<port id="2" precision="FP32" names="3875">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -68663,7 +65770,7 @@
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 			</output>
 		</layer>
-		<layer id="4621" name="__module.model.layers.19.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4301" name="__module.model.layers.19.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68680,7 +65787,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3679">
+				<port id="2" precision="FP32" names="3876">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -68688,7 +65795,7 @@
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 			</output>
 		</layer>
-		<layer id="4622" name="__module.model.layers.19.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="4302" name="__module.model.layers.19.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68705,7 +65812,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3680">
+				<port id="2" precision="FP32" names="3877">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -68713,7 +65820,7 @@
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 			</output>
 		</layer>
-		<layer id="4623" name="__module.model.layers.19.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="4303" name="__module.model.layers.19.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68738,7 +65845,7 @@
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 			</output>
 		</layer>
-		<layer id="4624" name="__module.model.layers.19.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="4304" name="__module.model.layers.19.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -68749,7 +65856,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3692,3693,3694">
+				<port id="2" precision="FP32" names="3889,3890,3891">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -68758,38 +65865,7 @@
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 			</output>
 		</layer>
-		<layer id="4625" name="Constant_254905" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="4626" name="Constant_254906" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
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-		</layer>
-		<layer id="4627" name="Gather_254907" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64" />
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-			<output>
-				<port id="3" precision="I64" names="3685">
-					<dim>1</dim>
-				</port>
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-		</layer>
-		<layer id="4628" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="4305" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68805,21 +65881,21 @@
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 			</output>
 		</layer>
-		<layer id="4629" name="Constant_255616" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="4306" name="Constant_215880" type="Const" version="opset1">
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+		<layer id="4308" name="__module.model.layers.19.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
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@@ -68831,34 +65907,34 @@
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 			<output>
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-			<data element_type="i64" shape="1" offset="175650828" size="8" />
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-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="4310" name="Constant_199713" type="Const" version="opset1">
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 		</layer>
-		<layer id="4634" name="Constant_216518" type="Const" version="opset1">
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 		</layer>
-		<layer id="4635" name="Gather_216519" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -68875,7 +65951,7 @@
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 		</layer>
-		<layer id="4636" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="4313" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
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 			<input>
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@@ -68892,12 +65968,12 @@
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 			<output>
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+				<port id="4" precision="I64" names="3892">
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+		<layer id="4314" name="__module.model.layers.19.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68912,7 +65988,7 @@
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 			<output>
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 					<dim>8</dim>
 					<dim>4</dim>
@@ -68921,15 +65997,15 @@
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-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="4315" name="Constant_215606" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4639" name="__module.model.layers.19.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="4316" name="__module.model.layers.19.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -68944,7 +66020,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -68952,13 +66028,13 @@
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 		</layer>
-		<layer id="4640" name="Constant_293002" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="4641" name="Constant_292995" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -68966,7 +66042,7 @@
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 			</output>
 		</layer>
-		<layer id="4642" name="Constant_292997" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -68974,7 +66050,7 @@
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 			</output>
 		</layer>
-		<layer id="4643" name="Constant_292999" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -68982,7 +66058,7 @@
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 			</output>
 		</layer>
-		<layer id="4644" name="Concat_293000" type="Concat" version="opset1">
+		<layer id="4321" name="Concat_231928" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -69004,7 +66080,7 @@
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 			</output>
 		</layer>
-		<layer id="4645" name="Broadcast_293003" type="Broadcast" version="opset3">
+		<layer id="4322" name="Broadcast_231931" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -69021,7 +66097,7 @@
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 			</output>
 		</layer>
-		<layer id="4646" name="ReadValue_287197" type="ReadValue" version="opset6">
+		<layer id="4323" name="ReadValue_228304" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.19.valuepresent.19.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69040,13 +66116,13 @@
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 			</output>
 		</layer>
-		<layer id="4647" name="Constant_281875" type="Const" version="opset1">
+		<layer id="4324" name="Constant_225161" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
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 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="4648" name="Gather_281876" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69069,94 +66145,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="2777260200" size="4194304" />
+		<layer id="4326" name="self.model.layers.19.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2295642416" size="2097152" />
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 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="4650" name="Convert_300189" type="Convert" version="opset1">
+		<layer id="4327" name="Convert_257057" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="2781454504" size="1024" />
+		<layer id="4328" name="self.model.layers.19.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2297739568" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4652" name="Convert_300192" type="Convert" version="opset1">
+		<layer id="4329" name="Convert_257059" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4653" name="self.model.layers.19.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4330" name="self.model.layers.19.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="2781455528" size="2048" />
+		<layer id="4331" name="self.model.layers.19.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2297755952" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4655" name="self.model.layers.19.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4332" name="self.model.layers.19.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4333" name="Constant_257064" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4334" name="Reshape_257065" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -69164,8 +66280,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4656" name="self.model.layers.19.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4335" name="__module.model.layers.19.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -69179,7 +66298,7 @@
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 			</output>
 		</layer>
-		<layer id="4657" name="__module.model.layers.19.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4336" name="__module.model.layers.19.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69193,22 +66312,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3617,value_states.39">
+				<port id="2" precision="FP32" names="3809,value_states.39">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
-		<layer id="4658" name="Constant_255225" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="4337" name="Constant_215607" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
-		<layer id="4659" name="__module.model.layers.19.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="4338" name="__module.model.layers.19.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69221,7 +66340,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3625">
+				<port id="2" precision="FP32" names="3817">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -69229,7 +66348,7 @@
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 		</layer>
-		<layer id="4660" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="4339" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -69237,7 +66356,7 @@
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 			</output>
 		</layer>
-		<layer id="4661" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4340" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -69250,7 +66369,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3626">
+				<port id="2" precision="FP32" names="3818">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -69258,7 +66377,7 @@
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 		</layer>
-		<layer id="4662" name="__module.model.layers.19.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4341" name="__module.model.layers.19.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69283,7 +66402,7 @@
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 		</layer>
-		<layer id="4663" name="__module.model.layers.19.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="4342" name="__module.model.layers.19.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -69294,7 +66413,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -69303,7 +66422,7 @@
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-		<layer id="4664" name="__module.model.layers.19.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69319,21 +66438,21 @@
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+		<layer id="4344" name="Constant_215883" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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+		<layer id="4345" name="__module.model.layers.19.self_attn/aten::size/Constant_11" type="Const" version="opset1">
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 		</layer>
-		<layer id="4667" name="__module.model.layers.19.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="4346" name="__module.model.layers.19.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -69345,34 +66464,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="3702">
+				<port id="3" precision="I64" names="3899">
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-		<layer id="4668" name="Constant_206453" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="4347" name="Constant_194161" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4669" name="Constant_216527" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="4348" name="Constant_199723" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="4670" name="Constant_216528" type="Const" version="opset1">
+		<layer id="4349" name="Constant_199724" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="4671" name="Gather_216529" type="Gather" version="opset8">
+		<layer id="4350" name="Gather_199725" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -69389,7 +66508,7 @@
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 			</output>
 		</layer>
-		<layer id="4672" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="4351" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -69406,12 +66525,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="3711">
+				<port id="4" precision="I64" names="3908">
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 		</layer>
-		<layer id="4673" name="__module.model.layers.19.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="4352" name="__module.model.layers.19.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69426,7 +66545,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3712,hidden_states.587">
+				<port id="2" precision="FP32" names="3909,hidden_states.585">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -69435,15 +66554,15 @@
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 		</layer>
-		<layer id="4674" name="Constant_255226" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="4353" name="Constant_215608" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4675" name="__module.model.layers.19.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="4354" name="__module.model.layers.19.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69458,7 +66577,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3913">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -69466,7 +66585,7 @@
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 		</layer>
-		<layer id="4676" name="__module.model.layers.19.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="4355" name="__module.model.layers.19.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69495,7 +66614,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3717,attn_output.77">
+				<port id="4" precision="FP32" names="3919,attn_output.77">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -69503,7 +66622,7 @@
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 			</output>
 		</layer>
-		<layer id="4677" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="4356" name="__module.model.layers.19.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -69511,7 +66630,7 @@
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 			</output>
 		</layer>
-		<layer id="4678" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="4357" name="__module.model.layers.19.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -69524,7 +66643,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3718">
+				<port id="2" precision="FP32" names="3920">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -69532,16 +66651,70 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4679" name="Constant_255227" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="4358" name="__module.model.layers.19.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4359" name="Constant_199703" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4360" name="Constant_199704" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="4361" name="Gather_199705" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="4680" name="__module.model.layers.19.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="4362" name="__module.model.layers.19.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="3922">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4363" name="__module.model.layers.19.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -69554,15 +66727,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3721">
+				<port id="2" precision="FP32" names="3923">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4681" name="self.model.layers.19.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="2781457576" size="8388608" />
+		<layer id="4364" name="self.model.layers.19.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2297821488" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -69571,7 +66744,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4682" name="Convert_300221" type="Convert" version="opset1">
+		<layer id="4365" name="Convert_256427" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -69588,8 +66761,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4683" name="self.model.layers.19.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="2789846184" size="65536" />
+		<layer id="4366" name="self.model.layers.19.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2306210096" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -69598,7 +66771,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4684" name="Convert_300223" type="Convert" version="opset1">
+		<layer id="4367" name="Convert_256429" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -69615,7 +66788,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4685" name="self.model.layers.19.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4368" name="self.model.layers.19.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -69637,8 +66810,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4686" name="self.model.layers.19.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="2789911720" size="262144" />
+		<layer id="4369" name="self.model.layers.19.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2306275632" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -69647,7 +66820,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4687" name="self.model.layers.19.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4370" name="self.model.layers.19.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -69669,7 +66842,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4688" name="Constant_300228" type="Const" version="opset1">
+		<layer id="4371" name="Constant_256434" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -69677,7 +66850,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4689" name="Reshape_300229" type="Reshape" version="opset1">
+		<layer id="4372" name="Reshape_256435" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -69696,8 +66869,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4690" name="self.model.layers.19.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4373" name="__module.model.layers.19.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -69711,13 +66887,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4691" name="__module.model.layers.19.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4374" name="__module.model.layers.19.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -69725,14 +66901,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3723,3725,hidden_states.589">
+				<port id="2" precision="FP32" names="3925,3927,hidden_states.587">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4692" name="__module.model.layers.19/aten::add/Add" type="Add" version="opset1">
+		<layer id="4375" name="__module.model.layers.19/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69747,15 +66923,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3728,3730,3741,hidden_states.591,hidden_states.593">
+				<port id="2" precision="FP32" names="3930,3932,3943,hidden_states.589,hidden_states.591">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="4693" name="Constant_246231" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="2790173864" size="16384" />
+		<layer id="4376" name="Constant_208205" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="2306537776" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -69764,7 +66940,7 @@
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 			</output>
 		</layer>
-		<layer id="4694" name="Constant_246230" type="Const" version="opset1">
+		<layer id="4377" name="Constant_208204" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -69774,7 +66950,7 @@
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 			</output>
 		</layer>
-		<layer id="4695" name="Constant_246228" type="Const" version="opset1">
+		<layer id="4378" name="Constant_208202" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -69784,7 +66960,7 @@
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 			</output>
 		</layer>
-		<layer id="4696" name="__module.model.layers.19.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="4379" name="__module.model.layers.19.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69799,22 +66975,22 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3933">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="4697" name="Constant_13765" type="Const" version="opset1">
+		<layer id="4380" name="Constant_15239" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="3732">
+				<port id="0" precision="I64" names="3934">
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 		</layer>
-		<layer id="4698" name="__module.model.layers.19.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="4381" name="__module.model.layers.19.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69827,14 +67003,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3733,variance.79">
+				<port id="2" precision="FP32" names="3935,variance.79">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="4699" name="Constant_246229" type="Const" version="opset1">
+		<layer id="4382" name="Constant_208203" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -69844,7 +67020,7 @@
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 			</output>
 		</layer>
-		<layer id="4700" name="__module.model.layers.19.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="4383" name="__module.model.layers.19.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -69859,14 +67035,14 @@
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+				<port id="2" precision="FP32" names="3936">
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 		</layer>
-		<layer id="4701" name="__module.model.layers.19.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="4384" name="__module.model.layers.19.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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@@ -69882,7 +67058,7 @@
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 		</layer>
-		<layer id="4702" name="__module.model.layers.19.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="4385" name="__module.model.layers.19.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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@@ -69897,14 +67073,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3937">
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+		<layer id="4386" name="__module.model.layers.19.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -69919,14 +67095,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3938,3939,hidden_states.593,hidden_states.595">
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 		</layer>
-		<layer id="4704" name="__module.model.layers.19.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4387" name="__module.model.layers.19.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -69941,15 +67117,15 @@
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 			<output>
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 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="u4" shape="14336, 32, 128" offset="2790190248" size="29360128" />
+		<layer id="4388" name="self.model.layers.19.mlp.gate_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -69958,7 +67134,7 @@
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 		</layer>
-		<layer id="4706" name="Convert_300243" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -69975,8 +67151,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="2819550376" size="229376" />
+		<layer id="4390" name="self.model.layers.19.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2335914288" size="229376" />
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 				<port id="0" precision="U4">
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@@ -69985,7 +67161,7 @@
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 		</layer>
-		<layer id="4708" name="Convert_300245" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -70002,7 +67178,7 @@
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+		<layer id="4392" name="self.model.layers.19.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -70024,8 +67200,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="2819779752" size="917504" />
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 			<output>
 				<port id="0" precision="FP16">
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@@ -70034,7 +67210,7 @@
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 		</layer>
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+		<layer id="4394" name="self.model.layers.19.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -70056,15 +67232,15 @@
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-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="4395" name="Constant_255664" type="Const" version="opset1">
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-		<layer id="4713" name="Reshape_300251" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -70083,8 +67259,11 @@
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 			</output>
 		</layer>
-		<layer id="4714" name="self.model.layers.19.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4397" name="__module.model.layers.19.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -70098,7 +67277,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4715" name="__module.model.layers.19.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4398" name="__module.model.layers.19.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -70112,14 +67291,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3948,input.39">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 			</output>
 		</layer>
-		<layer id="4716" name="__module.model.layers.19.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="4399" name="__module.model.layers.19.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -70128,15 +67307,15 @@
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 			</input>
 			<output>
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+				<port id="1" precision="FP32" names="3949">
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 					<dim>14336</dim>
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-			<data element_type="u4" shape="14336, 32, 128" offset="2820697256" size="29360128" />
+		<layer id="4400" name="self.model.layers.19.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -70145,7 +67324,7 @@
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 			</output>
 		</layer>
-		<layer id="4718" name="Convert_300232" type="Convert" version="opset1">
+		<layer id="4401" name="Convert_255647" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -70162,8 +67341,8 @@
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 			</output>
 		</layer>
-		<layer id="4719" name="self.model.layers.19.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="2850057384" size="229376" />
+		<layer id="4402" name="self.model.layers.19.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2366421296" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -70172,7 +67351,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4720" name="Convert_300234" type="Convert" version="opset1">
+		<layer id="4403" name="Convert_255649" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -70189,7 +67368,7 @@
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 			</output>
 		</layer>
-		<layer id="4721" name="self.model.layers.19.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4404" name="self.model.layers.19.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -70211,8 +67390,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="14336, 32, 1" offset="2850286760" size="917504" />
+		<layer id="4405" name="self.model.layers.19.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="2366650672" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -70221,7 +67400,7 @@
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 			</output>
 		</layer>
-		<layer id="4723" name="self.model.layers.19.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4406" name="self.model.layers.19.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -70243,15 +67422,15 @@
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-		<layer id="4724" name="Constant_300239" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="4407" name="Constant_255654" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
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 				<port id="0" precision="I32">
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 		</layer>
-		<layer id="4725" name="Reshape_300240" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -70270,8 +67449,11 @@
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 			</output>
 		</layer>
-		<layer id="4726" name="self.model.layers.19.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4409" name="__module.model.layers.19.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -70285,7 +67467,7 @@
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 		</layer>
-		<layer id="4727" name="__module.model.layers.19.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4410" name="__module.model.layers.19.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -70299,14 +67481,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="3951">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 		</layer>
-		<layer id="4728" name="__module.model.layers.19.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4411" name="__module.model.layers.19.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -70321,15 +67503,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3750">
+				<port id="2" precision="FP32" names="3952">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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-			<data element_type="u4" shape="4096, 112, 128" offset="2851204264" size="29360128" />
+		<layer id="4412" name="self.model.layers.19.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 128" offset="2367568176" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
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@@ -70338,7 +67520,7 @@
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 			</output>
 		</layer>
-		<layer id="4730" name="Convert_300254" type="Convert" version="opset1">
+		<layer id="4413" name="Convert_255667" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -70355,8 +67537,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="2880564392" size="229376" />
+		<layer id="4414" name="self.model.layers.19.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="2396928304" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -70365,7 +67547,7 @@
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 			</output>
 		</layer>
-		<layer id="4732" name="Convert_300256" type="Convert" version="opset1">
+		<layer id="4415" name="Convert_255669" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -70382,7 +67564,7 @@
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-		<layer id="4733" name="self.model.layers.19.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -70404,8 +67586,8 @@
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-		<layer id="4734" name="self.model.layers.19.mlp.down_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 112, 1" offset="2880793768" size="917504" />
+		<layer id="4417" name="self.model.layers.19.mlp.down_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 112, 1" offset="2397157680" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -70414,7 +67596,7 @@
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 		</layer>
-		<layer id="4735" name="self.model.layers.19.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4418" name="self.model.layers.19.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -70436,15 +67618,15 @@
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-		<layer id="4736" name="Constant_300261" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="316431520" size="8" />
+		<layer id="4419" name="Constant_255674" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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-		<layer id="4737" name="Reshape_300262" type="Reshape" version="opset1">
+		<layer id="4420" name="Reshape_255675" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -70463,8 +67645,11 @@
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 			</output>
 		</layer>
-		<layer id="4738" name="self.model.layers.19.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4421" name="__module.model.layers.19.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -70478,7 +67663,7 @@
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 		</layer>
-		<layer id="4739" name="__module.model.layers.19.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4422" name="__module.model.layers.19.mlp.down_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -70492,14 +67677,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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@@ -70769,7 +67954,7 @@
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@@ -70823,7 +68008,7 @@
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-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
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 			<output>
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+				<port id="2" precision="FP32" names="3992,q.41">
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 		</layer>
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+		<layer id="4451" name="__module.model.layers.20.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71235,7 +68149,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4026">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -71243,23 +68157,7 @@
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 		</layer>
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+		<layer id="4452" name="__module.model.layers.20.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71275,13 +68173,13 @@
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 			</output>
 		</layer>
-		<layer id="4793" name="__module.model.layers.20.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="4453" name="__module.model.layers.20.self_attn/aten::size/Constant_3" type="Const" version="opset1">
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 			</output>
 		</layer>
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+		<layer id="4454" name="__module.model.layers.20.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -71291,10 +68189,10 @@
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 			</input>
 			<output>
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+				<port id="3" precision="I64" names="4027,4032" />
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 		</layer>
-		<layer id="4795" name="__module.model.layers.20.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="4455" name="__module.model.layers.20.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -71304,23 +68202,23 @@
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 			</output>
 		</layer>
-		<layer id="4796" name="__module.model.layers.20.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="4456" name="__module.model.layers.20.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="4029,4030,4034,4035" />
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 		</layer>
-		<layer id="4797" name="Constant_254290" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="4457" name="Constant_161631" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4798" name="__module.model.layers.20.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="4458" name="__module.model.layers.20.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -71334,53 +68232,31 @@
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 			</output>
 		</layer>
-		<layer id="4799" name="Constant_227819" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4459" name="__module.model.layers.20.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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-			<output>
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 			</output>
 		</layer>
-		<layer id="4801" name="Constant_227825" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="4460" name="__module.model.layers.20.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="4802" name="Constant_227828" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4461" name="__module.model.layers.20.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4462" name="__module.model.layers.20.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -71389,17 +68265,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4036,x2.81">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -71407,8 +68286,8 @@
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 			</output>
 		</layer>
-		<layer id="4804" name="Constant_246236" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="4463" name="Constant_208210" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -71418,7 +68297,7 @@
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 			</output>
 		</layer>
-		<layer id="4805" name="__module.model.layers.20.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4464" name="__module.model.layers.20.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71435,7 +68314,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3830">
+				<port id="2" precision="FP32" names="4037">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -71443,24 +68322,31 @@
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 			</output>
 		</layer>
-		<layer id="4806" name="Constant_227873" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="4465" name="__module.model.layers.20.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4807" name="Constant_227878" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4466" name="__module.model.layers.20.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4467" name="__module.model.layers.20.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4808" name="__module.model.layers.20.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4468" name="__module.model.layers.20.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -71469,17 +68355,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3824">
+				<port id="5" precision="FP32" names="4031">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -71487,7 +68376,7 @@
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 			</output>
 		</layer>
-		<layer id="4809" name="__module.model.layers.20.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="4469" name="__module.model.layers.20.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -71504,7 +68393,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3832">
+				<port id="2" precision="FP32" names="4039">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -71512,101 +68401,7 @@
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 			</output>
 		</layer>
-		<layer id="4810" name="self.model.layers.20.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
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-				<port id="0" precision="FP32" names="self.model.layers.20.self_attn.rotary_emb.sin_cached">
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-					<dim>128</dim>
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-		</layer>
-		<layer id="4811" name="__module.model.layers.20.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="4812" name="__module.model.layers.20.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		<layer id="4813" name="__module.model.layers.20.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
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-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
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-				<port id="2" precision="I64">
-					<dim>1</dim>
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-				<port id="3" precision="I64">
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-					<dim>128</dim>
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-		</layer>
-		<layer id="4814" name="Constant_29324" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I32" />
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-		<layer id="4815" name="__module.model.layers.20.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
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-					<dim>128</dim>
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-		<layer id="4817" name="__module.model.layers.20.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4470" name="__module.model.layers.20.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -71623,7 +68418,7 @@
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 			</input>
 			<output>
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@@ -71631,7 +68426,7 @@
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 			</output>
 		</layer>
-		<layer id="4818" name="__module.model.layers.20.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="4471" name="__module.model.layers.20.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -71648,7 +68443,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
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@@ -71656,188 +68451,87 @@
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 			</output>
 		</layer>
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+		<layer id="4472" name="Constant_231969" type="Const" version="opset1">
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 			<output>
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+				<port id="0" precision="FP32" />
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-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>4096</dim>
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-			</input>
+		<layer id="4473" name="Constant_231962" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="0" precision="I64">
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="2894638248" size="1024" />
+		<layer id="4474" name="Constant_231964" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
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+				<port id="0" precision="I64">
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 		</layer>
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-			<input>
-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>1</dim>
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-			</input>
+		<layer id="4475" name="Constant_231966" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
+				<port id="0" precision="I64">
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 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="4476" name="Concat_231967" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
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-					<dim>4096</dim>
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-				<port id="1" precision="FP16">
-					<dim>1024</dim>
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-				<port id="0" precision="FP16">
-					<dim>1024</dim>
+				<port id="1" precision="I64">
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 				</port>
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-					<dim>4096</dim>
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-				<port id="1" precision="FP16">
-					<dim>1024</dim>
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-					<dim>4096</dim>
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 			<output>
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 			</output>
 		</layer>
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-			<data special_zero="true" />
+		<layer id="4477" name="Broadcast_231970" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
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+				<port id="0" precision="FP32" />
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 				</port>
 			</input>
 			<output>
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 					<dim>8</dim>
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 					<dim>128</dim>
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 			</output>
 		</layer>
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-		</layer>
-		<layer id="4831" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4478" name="ReadValue_228310" type="ReadValue" version="opset6">
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 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>128</dim>
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 			<output>
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+				<port id="1" precision="FP32" names="past_key_values.20.key">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -71845,8 +68539,14 @@
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 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="4479" name="Constant_225164" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="4480" name="Gather_225165" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -71854,15 +68554,13 @@
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 					<dim>128</dim>
 				</port>
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-					<dim>1</dim>
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 			<output>
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 					<dim>8</dim>
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@@ -71870,268 +68568,231 @@
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-			<data element_type="i64" shape="1" offset="156694424" size="8" />
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+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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+		<layer id="4482" name="Convert_257087" type="Convert" version="opset1">
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 			<input>
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 					<dim>128</dim>
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 			<output>
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-					<dim>4</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="4483" name="self.model.layers.20.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
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-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="4839" name="__module.model.layers.20.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="4484" name="Convert_257089" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="U4">
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+					<dim>32</dim>
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-				<port id="0" precision="I64">
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+					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="4491" name="__module.model.layers.20.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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+		<layer id="4493" name="__module.model.layers.20.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+			<data special_zero="true" />
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 		</layer>
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+		<layer id="4495" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 					<dim>-1</dim>
 					<dim>8</dim>
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+					<dim>128</dim>
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 			<output>
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 					<dim>8</dim>
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@@ -72139,7 +68800,7 @@
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 			</output>
 		</layer>
-		<layer id="4853" name="__module.model.layers.20.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4496" name="__module.model.layers.20.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -72156,7 +68817,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
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@@ -72164,8 +68825,8 @@
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 		</layer>
-		<layer id="4854" name="__module.model.layers.20.self_attn/aten::add/Add_1" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="4497" name="__module.model.layers.20.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
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@@ -72173,40 +68834,234 @@
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 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4498" name="__module.model.layers.20.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="4499" name="__module.model.layers.20.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="4043,4048" />
+			</output>
+		</layer>
+		<layer id="4500" name="__module.model.layers.20.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
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+			<output>
+				<port id="2" precision="I64" />
+			</output>
+		</layer>
+		<layer id="4501" name="__module.model.layers.20.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="4045,4046,4050,4051" />
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+		</layer>
+		<layer id="4502" name="Constant_161632" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4503" name="__module.model.layers.20.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
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+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4504" name="__module.model.layers.20.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4505" name="__module.model.layers.20.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4506" name="__module.model.layers.20.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4507" name="__module.model.layers.20.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4052,x2.83">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
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 		</layer>
-		<layer id="4855" name="__module.model.layers.20.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
-			<data axis="-2" />
+		<layer id="4508" name="Constant_208211" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
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+					<dim>1</dim>
+					<dim>1</dim>
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+		<layer id="4509" name="__module.model.layers.20.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
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 				<port id="1" precision="FP32">
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+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
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+		</layer>
+		<layer id="4510" name="__module.model.layers.20.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4511" name="__module.model.layers.20.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4512" name="__module.model.layers.20.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4513" name="__module.model.layers.20.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4047">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
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+		<layer id="4514" name="__module.model.layers.20.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+			<data axis="-1" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
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+				<port id="2" precision="FP32" names="4055">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -72214,7 +69069,8 @@
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 			</output>
 		</layer>
-		<layer id="4856" name="__module.model.layers.20.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="4515" name="__module.model.layers.20.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -72222,50 +69078,93 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3862,3863,3864">
+				<port id="2" precision="FP32" names="4056">
 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>-1</dim>
 					<dim>128</dim>
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 		</layer>
-		<layer id="4857" name="Constant_254921" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
+		<layer id="4516" name="__module.model.layers.20.self_attn/aten::add/Add_1" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
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+					<dim>128</dim>
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+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
+				<port id="2" precision="FP32" names="4057">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4858" name="Constant_254922" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
+		<layer id="4517" name="__module.model.layers.20.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+			<data axis="-2" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+				<port id="1" precision="FP32">
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			<output>
-				<port id="0" precision="I64" />
+				<port id="2" precision="FP32" names="present.20.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="4859" name="Gather_254923" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="4518" name="__module.model.layers.20.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
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-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
+				<port id="0" precision="FP32">
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="2" precision="I64" />
+				<port id="1" precision="I64" />
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 			<output>
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+				<port id="2" precision="FP32" names="4069,4070,4071">
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+					<dim>8</dim>
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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@@ -72281,21 +69180,21 @@
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+		<layer id="4522" name="__module.model.layers.20.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
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@@ -72307,34 +69206,34 @@
 				<port id="2" precision="I32" />
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 			<output>
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 		</layer>
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-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="4523" name="Constant_194179" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="4524" name="Constant_199748" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4866" name="Constant_216553" type="Const" version="opset1">
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 			</output>
 		</layer>
-		<layer id="4867" name="Gather_216554" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -72351,7 +69250,7 @@
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 			</output>
 		</layer>
-		<layer id="4868" name="__module.model.layers.20.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="4527" name="__module.model.layers.20.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -72368,12 +69267,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="4072">
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 			</output>
 		</layer>
-		<layer id="4869" name="__module.model.layers.20.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="4528" name="__module.model.layers.20.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72388,7 +69287,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>4</dim>
@@ -72397,15 +69296,15 @@
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-		<layer id="4870" name="Constant_255230" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="4529" name="Constant_215611" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="4871" name="__module.model.layers.20.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="4530" name="__module.model.layers.20.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72420,7 +69319,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4077,key_states.87">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -72428,13 +69327,13 @@
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 			</output>
 		</layer>
-		<layer id="4872" name="Constant_293028" type="Const" version="opset1">
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 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="4873" name="Constant_293021" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -72442,7 +69341,7 @@
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 			</output>
 		</layer>
-		<layer id="4874" name="Constant_293023" type="Const" version="opset1">
+		<layer id="4533" name="Constant_231951" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -72450,7 +69349,7 @@
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 			</output>
 		</layer>
-		<layer id="4875" name="Constant_293025" type="Const" version="opset1">
+		<layer id="4534" name="Constant_231953" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -72458,7 +69357,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4876" name="Concat_293026" type="Concat" version="opset1">
+		<layer id="4535" name="Concat_231954" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -72480,7 +69379,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4877" name="Broadcast_293029" type="Broadcast" version="opset3">
+		<layer id="4536" name="Broadcast_231957" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -72497,7 +69396,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4878" name="ReadValue_287205" type="ReadValue" version="opset6">
+		<layer id="4537" name="ReadValue_228312" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.20.valuepresent.20.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72516,13 +69415,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4879" name="Constant_281881" type="Const" version="opset1">
+		<layer id="4538" name="Constant_225167" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="4880" name="Gather_281882" type="Gather" version="opset8">
+		<layer id="4539" name="Gather_225168" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72545,94 +69444,134 @@
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 			</output>
 		</layer>
-		<layer id="4881" name="self.model.layers.20.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 4096" offset="2894641320" size="4194304" />
+		<layer id="4540" name="self.model.layers.20.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2408986928" size="2097152" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4882" name="Convert_300266" type="Convert" version="opset1">
+		<layer id="4541" name="Convert_257077" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4883" name="self.model.layers.20.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 1" offset="2898835624" size="1024" />
+		<layer id="4542" name="self.model.layers.20.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2411084080" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4884" name="Convert_300269" type="Convert" version="opset1">
+		<layer id="4543" name="Convert_257079" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4885" name="self.model.layers.20.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4544" name="self.model.layers.20.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="2898836648" size="2048" />
+		<layer id="4545" name="self.model.layers.20.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2411100464" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="4887" name="self.model.layers.20.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4546" name="self.model.layers.20.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4547" name="Constant_257084" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4548" name="Reshape_257085" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -72640,8 +69579,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4888" name="self.model.layers.20.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4549" name="__module.model.layers.20.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -72655,7 +69597,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4889" name="__module.model.layers.20.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4550" name="__module.model.layers.20.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72669,22 +69611,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3787,value_states.41">
+				<port id="2" precision="FP32" names="3989,value_states.41">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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 			</output>
 		</layer>
-		<layer id="4890" name="Constant_255231" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="4551" name="Constant_215612" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
-		<layer id="4891" name="__module.model.layers.20.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="4552" name="__module.model.layers.20.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72697,7 +69639,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3795">
+				<port id="2" precision="FP32" names="3997">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -72705,7 +69647,7 @@
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 			</output>
 		</layer>
-		<layer id="4892" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="4553" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -72713,7 +69655,7 @@
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 			</output>
 		</layer>
-		<layer id="4893" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4554" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -72726,7 +69668,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3796">
+				<port id="2" precision="FP32" names="3998">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -72734,7 +69676,7 @@
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 			</output>
 		</layer>
-		<layer id="4894" name="__module.model.layers.20.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4555" name="__module.model.layers.20.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72759,7 +69701,7 @@
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 			</output>
 		</layer>
-		<layer id="4895" name="__module.model.layers.20.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="4556" name="__module.model.layers.20.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -72770,7 +69712,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3878,3879,3880">
+				<port id="2" precision="FP32" names="4085,4086,4087">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -72779,7 +69721,7 @@
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 		</layer>
-		<layer id="4896" name="__module.model.layers.20.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -72795,21 +69737,21 @@
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+		<layer id="4560" name="__module.model.layers.20.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
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@@ -72821,34 +69763,34 @@
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-			<data element_type="i64" shape="1" offset="175650828" size="8" />
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-			<data element_type="i64" shape="2" offset="175650836" size="16" />
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@@ -72865,7 +69807,7 @@
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-		<layer id="4904" name="__module.model.layers.20.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
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@@ -72882,12 +69824,12 @@
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@@ -72911,15 +69853,15 @@
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-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="4567" name="Constant_215613" type="Const" version="opset1">
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@@ -72934,7 +69876,7 @@
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@@ -72942,7 +69884,7 @@
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 			<data causal="false" />
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@@ -72971,7 +69913,7 @@
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 					<dim>32</dim>
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@@ -72979,7 +69921,7 @@
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-		<layer id="4909" name="__module.model.layers.20.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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@@ -72987,7 +69929,7 @@
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-		<layer id="4910" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="4571" name="__module.model.layers.20.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -73000,7 +69942,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -73008,16 +69950,70 @@
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-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="4572" name="__module.model.layers.20.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
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+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
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+		</layer>
+		<layer id="4573" name="Constant_199738" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="4574" name="Constant_199739" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="4575" name="Gather_199740" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
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+				<port id="1" precision="I64">
+					<dim>2</dim>
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+				<port id="2" precision="I64" />
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+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
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 		</layer>
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-			<data special_zero="true" />
+		<layer id="4576" name="__module.model.layers.20.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+				<port id="1" precision="I64">
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="I64" names="4102">
+					<dim>3</dim>
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+			</output>
+		</layer>
+		<layer id="4577" name="__module.model.layers.20.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -73030,15 +70026,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3891">
+				<port id="2" precision="FP32" names="4103">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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-			<data element_type="u4" shape="4096, 32, 128" offset="2898838696" size="8388608" />
+		<layer id="4578" name="self.model.layers.20.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2411166000" size="8388608" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -73047,7 +70043,7 @@
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 		</layer>
-		<layer id="4914" name="Convert_300298" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -73064,8 +70060,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="2907227304" size="65536" />
+		<layer id="4580" name="self.model.layers.20.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2419554608" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -73074,7 +70070,7 @@
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 			</output>
 		</layer>
-		<layer id="4916" name="Convert_300300" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -73091,7 +70087,7 @@
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 		</layer>
-		<layer id="4917" name="self.model.layers.20.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -73113,8 +70109,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="2907292840" size="262144" />
+		<layer id="4583" name="self.model.layers.20.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2419620144" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -73123,7 +70119,7 @@
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-		<layer id="4919" name="self.model.layers.20.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -73145,7 +70141,7 @@
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 			</output>
 		</layer>
-		<layer id="4920" name="Constant_300305" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -73153,7 +70149,7 @@
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 			</output>
 		</layer>
-		<layer id="4921" name="Reshape_300306" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -73172,8 +70168,11 @@
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 			</output>
 		</layer>
-		<layer id="4922" name="self.model.layers.20.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4587" name="__module.model.layers.20.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -73187,13 +70186,13 @@
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-		<layer id="4923" name="__module.model.layers.20.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -73201,14 +70200,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="4924" name="__module.model.layers.20/aten::add/Add" type="Add" version="opset1">
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 				<port id="0" precision="FP32">
@@ -73223,15 +70222,15 @@
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 			<output>
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 					<dim>4096</dim>
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+		<layer id="4590" name="Constant_208215" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -73240,7 +70239,7 @@
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@@ -73250,7 +70249,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -73275,22 +70274,22 @@
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 					<dim>4096</dim>
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-		<layer id="4929" name="Constant_14441" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="131200804" size="8" />
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@@ -73303,14 +70302,14 @@
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@@ -73320,7 +70319,7 @@
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 		</layer>
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+		<layer id="4597" name="__module.model.layers.20.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -73335,14 +70334,14 @@
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 			<output>
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-		<layer id="4933" name="__module.model.layers.20.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="4598" name="__module.model.layers.20.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -73358,7 +70357,7 @@
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 		</layer>
-		<layer id="4934" name="__module.model.layers.20.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="4599" name="__module.model.layers.20.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -73373,14 +70372,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4117">
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+		<layer id="4600" name="__module.model.layers.20.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -73395,14 +70394,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="4118,4119,hidden_states.623,hidden_states.625">
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 		</layer>
-		<layer id="4936" name="__module.model.layers.20.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4601" name="__module.model.layers.20.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -73417,15 +70416,15 @@
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 			<output>
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 					<dim>4096</dim>
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-			<data element_type="u4" shape="14336, 32, 128" offset="2907571368" size="29360128" />
+		<layer id="4602" name="self.model.layers.20.mlp.gate_proj.weight" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -73434,7 +70433,7 @@
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 			</output>
 		</layer>
-		<layer id="4938" name="Convert_300320" type="Convert" version="opset1">
+		<layer id="4603" name="Convert_255687" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -73451,8 +70450,8 @@
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 			</output>
 		</layer>
-		<layer id="4939" name="self.model.layers.20.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="2936931496" size="229376" />
+		<layer id="4604" name="self.model.layers.20.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2449258800" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -73461,7 +70460,7 @@
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 			</output>
 		</layer>
-		<layer id="4940" name="Convert_300322" type="Convert" version="opset1">
+		<layer id="4605" name="Convert_255689" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -73478,7 +70477,7 @@
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 		</layer>
-		<layer id="4941" name="self.model.layers.20.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4606" name="self.model.layers.20.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -73500,8 +70499,8 @@
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-		<layer id="4942" name="self.model.layers.20.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="2937160872" size="917504" />
+		<layer id="4607" name="self.model.layers.20.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="2449488176" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -73510,7 +70509,7 @@
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 			</output>
 		</layer>
-		<layer id="4943" name="self.model.layers.20.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4608" name="self.model.layers.20.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -73532,15 +70531,15 @@
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-		<layer id="4944" name="Constant_300327" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="4609" name="Constant_255694" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
 			<output>
 				<port id="0" precision="I32">
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 		</layer>
-		<layer id="4945" name="Reshape_300328" type="Reshape" version="opset1">
+		<layer id="4610" name="Reshape_255695" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -73559,8 +70558,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="4946" name="self.model.layers.20.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4611" name="__module.model.layers.20.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -73574,7 +70576,7 @@
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 			</output>
 		</layer>
-		<layer id="4947" name="__module.model.layers.20.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4612" name="__module.model.layers.20.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -73588,14 +70590,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 		</layer>
-		<layer id="4948" name="__module.model.layers.20.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="4613" name="__module.model.layers.20.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -73604,15 +70606,15 @@
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 			</input>
 			<output>
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+				<port id="1" precision="FP32" names="4129">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 		</layer>
-		<layer id="4949" name="self.model.layers.20.mlp.up_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 128" offset="2938078376" size="29360128" />
+		<layer id="4614" name="self.model.layers.20.mlp.up_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="2450405680" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -73621,7 +70623,7 @@
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 			</output>
 		</layer>
-		<layer id="4950" name="Convert_300309" type="Convert" version="opset1">
+		<layer id="4615" name="Convert_255677" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -73638,8 +70640,8 @@
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 		</layer>
-		<layer id="4951" name="self.model.layers.20.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="2967438504" size="229376" />
+		<layer id="4616" name="self.model.layers.20.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2479765808" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -73648,7 +70650,7 @@
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 			</output>
 		</layer>
-		<layer id="4952" name="Convert_300311" type="Convert" version="opset1">
+		<layer id="4617" name="Convert_255679" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -73665,7 +70667,7 @@
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 			</output>
 		</layer>
-		<layer id="4953" name="self.model.layers.20.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4618" name="self.model.layers.20.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -73687,8 +70689,8 @@
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 		</layer>
-		<layer id="4954" name="self.model.layers.20.mlp.up_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="2967667880" size="917504" />
+		<layer id="4619" name="self.model.layers.20.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -73697,7 +70699,7 @@
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 			</output>
 		</layer>
-		<layer id="4955" name="self.model.layers.20.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4620" name="self.model.layers.20.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -73719,15 +70721,15 @@
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 		</layer>
-		<layer id="4956" name="Constant_300316" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="4621" name="Constant_255684" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
 			<output>
 				<port id="0" precision="I32">
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 			</output>
 		</layer>
-		<layer id="4957" name="Reshape_300317" type="Reshape" version="opset1">
+		<layer id="4622" name="Reshape_255685" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -73746,8 +70748,11 @@
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 			</output>
 		</layer>
-		<layer id="4958" name="self.model.layers.20.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4623" name="__module.model.layers.20.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -73761,7 +70766,7 @@
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 			</output>
 		</layer>
-		<layer id="4959" name="__module.model.layers.20.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4624" name="__module.model.layers.20.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -73775,14 +70780,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4131">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>14336</dim>
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 			</output>
 		</layer>
-		<layer id="4960" name="__module.model.layers.20.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4625" name="__module.model.layers.20.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -73797,15 +70802,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4132">
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 					<dim>-1</dim>
 					<dim>14336</dim>
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+		<layer id="4626" name="self.model.layers.20.mlp.down_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 128" offset="2480912688" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -73814,7 +70819,7 @@
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 		</layer>
-		<layer id="4962" name="Convert_300331" type="Convert" version="opset1">
+		<layer id="4627" name="Convert_255697" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -73831,8 +70836,8 @@
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-		<layer id="4963" name="self.model.layers.20.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 112, 1" offset="2997945512" size="229376" />
+		<layer id="4628" name="self.model.layers.20.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="2510272816" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -73841,7 +70846,7 @@
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 			</output>
 		</layer>
-		<layer id="4964" name="Convert_300333" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -73858,7 +70863,7 @@
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 		</layer>
-		<layer id="4965" name="self.model.layers.20.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -73880,8 +70885,8 @@
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-		<layer id="4966" name="self.model.layers.20.mlp.down_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 112, 1" offset="2998174888" size="917504" />
+		<layer id="4631" name="self.model.layers.20.mlp.down_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -73890,7 +70895,7 @@
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 		</layer>
-		<layer id="4967" name="self.model.layers.20.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4632" name="self.model.layers.20.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -73912,15 +70917,15 @@
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-		<layer id="4968" name="Constant_300338" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="316431520" size="8" />
+		<layer id="4633" name="Constant_255704" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="244529448" size="8" />
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 				<port id="0" precision="I32">
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-		<layer id="4969" name="Reshape_300339" type="Reshape" version="opset1">
+		<layer id="4634" name="Reshape_255705" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -73939,8 +70944,11 @@
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 			</output>
 		</layer>
-		<layer id="4970" name="self.model.layers.20.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4635" name="__module.model.layers.20.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
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@@ -73954,7 +70962,7 @@
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+		<layer id="4665" name="__module.model.layers.21.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74711,7 +71448,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74719,23 +71456,7 @@
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 		</layer>
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+		<layer id="4666" name="__module.model.layers.21.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74751,13 +71472,13 @@
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 			</output>
 		</layer>
-		<layer id="5025" name="__module.model.layers.21.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="4667" name="__module.model.layers.21.self_attn/aten::size/Constant_3" type="Const" version="opset1">
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 			</output>
 		</layer>
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+		<layer id="4668" name="__module.model.layers.21.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -74767,10 +71488,10 @@
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 			</input>
 			<output>
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+				<port id="3" precision="I64" names="4207,4212" />
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 		</layer>
-		<layer id="5027" name="__module.model.layers.21.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="4669" name="__module.model.layers.21.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -74780,23 +71501,23 @@
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 			</output>
 		</layer>
-		<layer id="5028" name="__module.model.layers.21.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="4670" name="__module.model.layers.21.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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+				<port id="1" precision="I64" names="4209,4210,4214,4215" />
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 		</layer>
-		<layer id="5029" name="Constant_254302" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="4671" name="Constant_161646" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5030" name="__module.model.layers.21.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="4672" name="__module.model.layers.21.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -74810,53 +71531,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5031" name="Constant_228095" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4673" name="__module.model.layers.21.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
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 				<port id="0" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
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 			</output>
 		</layer>
-		<layer id="5033" name="Constant_228101" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="4674" name="__module.model.layers.21.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5034" name="Constant_228104" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4675" name="__module.model.layers.21.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4676" name="__module.model.layers.21.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -74865,17 +71564,20 @@
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 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4216,x2.85">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74883,8 +71585,8 @@
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 			</output>
 		</layer>
-		<layer id="5036" name="Constant_246246" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="4677" name="Constant_208220" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -74894,7 +71596,7 @@
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 			</output>
 		</layer>
-		<layer id="5037" name="__module.model.layers.21.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4678" name="__module.model.layers.21.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74911,7 +71613,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4000">
+				<port id="2" precision="FP32" names="4217">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74919,24 +71621,31 @@
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 			</output>
 		</layer>
-		<layer id="5038" name="Constant_228149" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="4679" name="__module.model.layers.21.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5039" name="Constant_228154" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4680" name="__module.model.layers.21.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4681" name="__module.model.layers.21.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5040" name="__module.model.layers.21.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4682" name="__module.model.layers.21.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -74945,17 +71654,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="3994">
+				<port id="5" precision="FP32" names="4211">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74963,7 +71675,7 @@
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 			</output>
 		</layer>
-		<layer id="5041" name="__module.model.layers.21.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="4683" name="__module.model.layers.21.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -74980,7 +71692,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4002">
+				<port id="2" precision="FP32" names="4219">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -74988,101 +71700,7 @@
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 			</output>
 		</layer>
-		<layer id="5042" name="self.model.layers.21.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="FP32" names="self.model.layers.21.self_attn.rotary_emb.sin_cached">
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-					<dim>128</dim>
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-			</output>
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-		<layer id="5043" name="__module.model.layers.21.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-		</layer>
-		<layer id="5044" name="__module.model.layers.21.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
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-				<port id="0" precision="I64">
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-		<layer id="5045" name="__module.model.layers.21.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
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-				<port id="0" precision="FP32">
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-				<port id="2" precision="I64">
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-					<dim>128</dim>
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-		<layer id="5046" name="Constant_29330" type="Const" version="opset1">
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-				<port id="0" precision="I32" />
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-		<layer id="5047" name="__module.model.layers.21.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
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 			<data auto_broadcast="numpy" />
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@@ -75099,7 +71717,7 @@
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@@ -75124,7 +71742,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
@@ -75132,8 +71750,125 @@
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+		<layer id="4686" name="Constant_231995" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="4687" name="Constant_231988" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="4688" name="Constant_231990" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4689" name="Constant_231992" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="4690" name="Concat_231993" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+				<port id="1" precision="I64">
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+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
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+			</input>
+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4691" name="Broadcast_231996" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
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+			<output>
+				<port id="2" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
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+			</output>
+		</layer>
+		<layer id="4692" name="ReadValue_228314" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.21.keypresent.21.key" variable_type="f32" variable_shape="?,8,?,128" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+			<output>
+				<port id="1" precision="FP32" names="past_key_values.21.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4693" name="Constant_225170" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
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+		</layer>
+		<layer id="4694" name="Gather_225171" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>-1</dim>
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+				<port id="3" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -75142,7 +71877,7 @@
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 		</layer>
-		<layer id="5052" name="Convert_300353" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -75159,8 +71894,8 @@
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-			<data element_type="u4" shape="1024, 32, 1" offset="3009922216" size="16384" />
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 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -75169,7 +71904,7 @@
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 		</layer>
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -75186,7 +71921,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -75208,8 +71943,8 @@
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 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -75218,7 +71953,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -75240,15 +71975,15 @@
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+		<layer id="4702" name="Constant_257114" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -75267,8 +72002,11 @@
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 			</output>
 		</layer>
-		<layer id="5060" name="self.model.layers.21.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4704" name="__module.model.layers.21.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -75282,7 +72020,7 @@
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 		</layer>
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+		<layer id="4705" name="__module.model.layers.21.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -75296,22 +72034,22 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>1024</dim>
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+		<layer id="4706" name="Constant_215615" type="Const" version="opset1">
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@@ -75324,7 +72062,7 @@
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 			<output>
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 					<dim>-1</dim>
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@@ -75332,7 +72070,7 @@
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-		<layer id="5064" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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@@ -75340,7 +72078,7 @@
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 		</layer>
-		<layer id="5065" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -75353,7 +72091,7 @@
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 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -75361,7 +72099,7 @@
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+		<layer id="4710" name="__module.model.layers.21.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -75378,7 +72116,7 @@
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 			<output>
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 					<dim>8</dim>
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@@ -75386,23 +72124,7 @@
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 			<data output_type="i64" />
 			<input>
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@@ -75418,13 +72140,13 @@
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-		<layer id="5070" name="__module.model.layers.21.self_attn/aten::size/Constant_7" type="Const" version="opset1">
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 		</layer>
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+		<layer id="4713" name="__module.model.layers.21.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -75434,10 +72156,10 @@
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 			<output>
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-		<layer id="5072" name="__module.model.layers.21.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -75447,23 +72169,23 @@
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-		<layer id="5073" name="__module.model.layers.21.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="4715" name="__module.model.layers.21.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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 				<port id="0" precision="I64" />
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+		<layer id="4716" name="Constant_161647" type="Const" version="opset1">
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 			<data special_zero="false" />
 			<input>
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@@ -75477,53 +72199,31 @@
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+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="5079" name="Constant_228205" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4720" name="__module.model.layers.21.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="5080" name="__module.model.layers.21.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4721" name="__module.model.layers.21.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -75532,17 +72232,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4015,x2.87">
+				<port id="5" precision="FP32" names="4232,x2.87">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -75550,8 +72253,8 @@
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 		</layer>
-		<layer id="5081" name="Constant_246247" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="4722" name="Constant_208221" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -75561,7 +72264,7 @@
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 			</output>
 		</layer>
-		<layer id="5082" name="__module.model.layers.21.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4723" name="__module.model.layers.21.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75578,7 +72281,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4016">
+				<port id="2" precision="FP32" names="4233">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -75586,24 +72289,31 @@
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 			</output>
 		</layer>
-		<layer id="5083" name="Constant_228250" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="4724" name="__module.model.layers.21.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5084" name="Constant_228255" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4725" name="__module.model.layers.21.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4726" name="__module.model.layers.21.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5085" name="__module.model.layers.21.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4727" name="__module.model.layers.21.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -75612,17 +72322,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4227">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -75630,7 +72343,7 @@
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 			</output>
 		</layer>
-		<layer id="5086" name="__module.model.layers.21.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="4728" name="__module.model.layers.21.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75647,7 +72360,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4018">
+				<port id="2" precision="FP32" names="4235">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -75655,7 +72368,7 @@
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 			</output>
 		</layer>
-		<layer id="5087" name="__module.model.layers.21.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4729" name="__module.model.layers.21.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75672,7 +72385,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4019">
+				<port id="2" precision="FP32" names="4236">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -75680,7 +72393,7 @@
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 			</output>
 		</layer>
-		<layer id="5088" name="__module.model.layers.21.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="4730" name="__module.model.layers.21.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75697,7 +72410,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4020">
+				<port id="2" precision="FP32" names="4237">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -75705,7 +72418,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5089" name="__module.model.layers.21.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="4731" name="__module.model.layers.21.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75730,7 +72443,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5090" name="__module.model.layers.21.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="4732" name="__module.model.layers.21.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -75741,7 +72454,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4032,4033,4034">
+				<port id="2" precision="FP32" names="4249,4250,4251">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -75750,38 +72463,7 @@
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 			</output>
 		</layer>
-		<layer id="5091" name="Constant_254937" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="5092" name="Constant_254938" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="5093" name="Gather_254939" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-			<output>
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-		</layer>
-		<layer id="5094" name="__module.model.layers.21.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="4733" name="__module.model.layers.21.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75797,21 +72479,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5095" name="Constant_255634" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="4734" name="Constant_215892" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5096" name="__module.model.layers.21.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="4735" name="__module.model.layers.21.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5097" name="__module.model.layers.21.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="4736" name="__module.model.layers.21.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -75823,34 +72505,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4026">
+				<port id="3" precision="I64" names="4243">
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 				</port>
 			</output>
 		</layer>
-		<layer id="5098" name="Constant_206507" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="4737" name="Constant_194215" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5099" name="Constant_216587" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="4738" name="Constant_199783" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5100" name="Constant_216588" type="Const" version="opset1">
+		<layer id="4739" name="Constant_199784" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5101" name="Gather_216589" type="Gather" version="opset8">
+		<layer id="4740" name="Gather_199785" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -75867,7 +72549,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5102" name="__module.model.layers.21.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="4741" name="__module.model.layers.21.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -75884,12 +72566,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="4035">
+				<port id="4" precision="I64" names="4252">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5103" name="__module.model.layers.21.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="4742" name="__module.model.layers.21.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75904,7 +72586,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4036,hidden_states.643">
+				<port id="2" precision="FP32" names="4253,hidden_states.641">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -75913,15 +72595,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5104" name="Constant_255236" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="4743" name="Constant_215616" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5105" name="__module.model.layers.21.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="4744" name="__module.model.layers.21.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -75936,7 +72618,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4040">
+				<port id="2" precision="FP32" names="4257,key_states.91">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -75944,13 +72626,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5106" name="Constant_293054" type="Const" version="opset1">
+		<layer id="4745" name="Constant_231982" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5107" name="Constant_293047" type="Const" version="opset1">
+		<layer id="4746" name="Constant_231975" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -75958,7 +72640,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5108" name="Constant_293049" type="Const" version="opset1">
+		<layer id="4747" name="Constant_231977" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -75966,7 +72648,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5109" name="Constant_293051" type="Const" version="opset1">
+		<layer id="4748" name="Constant_231979" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -75974,7 +72656,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5110" name="Concat_293052" type="Concat" version="opset1">
+		<layer id="4749" name="Concat_231980" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -75996,7 +72678,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5111" name="Broadcast_293055" type="Broadcast" version="opset3">
+		<layer id="4750" name="Broadcast_231983" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -76013,7 +72695,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5112" name="ReadValue_287209" type="ReadValue" version="opset6">
+		<layer id="4751" name="ReadValue_228316" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.21.valuepresent.21.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76032,13 +72714,13 @@
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 			</output>
 		</layer>
-		<layer id="5113" name="Constant_281887" type="Const" version="opset1">
+		<layer id="4752" name="Constant_225173" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5114" name="Gather_281888" type="Gather" version="opset8">
+		<layer id="4753" name="Gather_225174" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76061,94 +72743,134 @@
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 			</output>
 		</layer>
-		<layer id="5115" name="self.model.layers.21.self_attn.v_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 4096" offset="3010004136" size="4194304" />
+		<layer id="4754" name="self.model.layers.21.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2522331440" size="2097152" />
 			<output>
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 					<dim>1024</dim>
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+					<dim>32</dim>
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 				</port>
 			</output>
 		</layer>
-		<layer id="5116" name="Convert_300343" type="Convert" version="opset1">
+		<layer id="4755" name="Convert_257097" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="3014198440" size="1024" />
+		<layer id="4756" name="self.model.layers.21.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2524428592" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5118" name="Convert_300346" type="Convert" version="opset1">
+		<layer id="4757" name="Convert_257099" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5119" name="self.model.layers.21.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4758" name="self.model.layers.21.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="3014199464" size="2048" />
+		<layer id="4759" name="self.model.layers.21.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2524444976" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5121" name="self.model.layers.21.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4760" name="self.model.layers.21.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4761" name="Constant_257104" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4762" name="Reshape_257105" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -76156,8 +72878,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5122" name="self.model.layers.21.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4763" name="__module.model.layers.21.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -76171,7 +72896,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5123" name="__module.model.layers.21.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4764" name="__module.model.layers.21.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76185,22 +72910,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3957,value_states.43">
+				<port id="2" precision="FP32" names="4169,value_states.43">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5124" name="Constant_255237" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="4765" name="Constant_215617" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="5125" name="__module.model.layers.21.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="4766" name="__module.model.layers.21.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76213,7 +72938,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3965">
+				<port id="2" precision="FP32" names="4177">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -76221,7 +72946,7 @@
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 			</output>
 		</layer>
-		<layer id="5126" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="4767" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -76229,7 +72954,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5127" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="4768" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -76242,7 +72967,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="3966">
+				<port id="2" precision="FP32" names="4178">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -76250,7 +72975,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5128" name="__module.model.layers.21.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="4769" name="__module.model.layers.21.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76275,7 +73000,7 @@
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 			</output>
 		</layer>
-		<layer id="5129" name="__module.model.layers.21.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="4770" name="__module.model.layers.21.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -76286,7 +73011,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4048,4049,4050">
+				<port id="2" precision="FP32" names="4265,4266,4267">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -76295,7 +73020,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5130" name="__module.model.layers.21.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="4771" name="__module.model.layers.21.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76311,21 +73036,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5131" name="Constant_255637" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="4772" name="Constant_215895" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5132" name="__module.model.layers.21.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="4773" name="__module.model.layers.21.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5133" name="__module.model.layers.21.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="4774" name="__module.model.layers.21.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -76337,34 +73062,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4042">
+				<port id="3" precision="I64" names="4259">
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 				</port>
 			</output>
 		</layer>
-		<layer id="5134" name="Constant_206525" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="4775" name="Constant_194233" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5135" name="Constant_216597" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="4776" name="Constant_199793" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5136" name="Constant_216598" type="Const" version="opset1">
+		<layer id="4777" name="Constant_199794" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5137" name="Gather_216599" type="Gather" version="opset8">
+		<layer id="4778" name="Gather_199795" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -76381,7 +73106,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5138" name="__module.model.layers.21.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="4779" name="__module.model.layers.21.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -76398,12 +73123,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="4051">
+				<port id="4" precision="I64" names="4268">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5139" name="__module.model.layers.21.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="4780" name="__module.model.layers.21.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76418,7 +73143,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4052,hidden_states.647">
+				<port id="2" precision="FP32" names="4269,hidden_states.645">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -76427,15 +73152,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5140" name="Constant_255238" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="4781" name="Constant_215618" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5141" name="__module.model.layers.21.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="4782" name="__module.model.layers.21.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76450,7 +73175,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4056">
+				<port id="2" precision="FP32" names="4273">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -76458,7 +73183,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5142" name="__module.model.layers.21.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="4783" name="__module.model.layers.21.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76487,7 +73212,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4057,attn_output.85">
+				<port id="4" precision="FP32" names="4279,attn_output.85">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -76495,7 +73220,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5143" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="4784" name="__module.model.layers.21.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -76503,7 +73228,7 @@
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 			</output>
 		</layer>
-		<layer id="5144" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="4785" name="__module.model.layers.21.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -76516,7 +73241,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4058">
+				<port id="2" precision="FP32" names="4280">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -76524,16 +73249,70 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5145" name="Constant_255239" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="4786" name="__module.model.layers.21.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4787" name="Constant_199773" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4788" name="Constant_199774" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="4789" name="Gather_199775" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5146" name="__module.model.layers.21.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="4790" name="__module.model.layers.21.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="4282">
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+			</output>
+		</layer>
+		<layer id="4791" name="__module.model.layers.21.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
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@@ -76546,15 +73325,15 @@
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 			<output>
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+				<port id="2" precision="FP32" names="4283">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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-			<data element_type="u4" shape="4096, 32, 128" offset="3014201512" size="8388608" />
+		<layer id="4792" name="self.model.layers.21.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2524510512" size="8388608" />
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@@ -76563,7 +73342,7 @@
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 		</layer>
-		<layer id="5148" name="Convert_300375" type="Convert" version="opset1">
+		<layer id="4793" name="Convert_256467" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -76580,8 +73359,8 @@
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-		<layer id="5149" name="self.model.layers.21.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3022590120" size="65536" />
+		<layer id="4794" name="self.model.layers.21.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2532899120" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -76590,7 +73369,7 @@
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 			</output>
 		</layer>
-		<layer id="5150" name="Convert_300377" type="Convert" version="opset1">
+		<layer id="4795" name="Convert_256469" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -76607,7 +73386,7 @@
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 		</layer>
-		<layer id="5151" name="self.model.layers.21.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4796" name="self.model.layers.21.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -76629,8 +73408,8 @@
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-		<layer id="5152" name="self.model.layers.21.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3022655656" size="262144" />
+		<layer id="4797" name="self.model.layers.21.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2532964656" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -76639,7 +73418,7 @@
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 			</output>
 		</layer>
-		<layer id="5153" name="self.model.layers.21.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4798" name="self.model.layers.21.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -76661,7 +73440,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5154" name="Constant_300382" type="Const" version="opset1">
+		<layer id="4799" name="Constant_256474" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -76669,7 +73448,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5155" name="Reshape_300383" type="Reshape" version="opset1">
+		<layer id="4800" name="Reshape_256475" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -76688,8 +73467,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5156" name="self.model.layers.21.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4801" name="__module.model.layers.21.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -76703,13 +73485,13 @@
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 			</output>
 		</layer>
-		<layer id="5157" name="__module.model.layers.21.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4802" name="__module.model.layers.21.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -76717,14 +73499,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4063,4065,hidden_states.649">
+				<port id="2" precision="FP32" names="4285,4287,hidden_states.647">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="5158" name="__module.model.layers.21/aten::add/Add" type="Add" version="opset1">
+		<layer id="4803" name="__module.model.layers.21/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76739,15 +73521,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="3022917800" size="16384" />
+		<layer id="4804" name="Constant_208225" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 4096" offset="2533226800" size="16384" />
 			<output>
 				<port id="0" precision="FP32">
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@@ -76756,7 +73538,7 @@
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 			</output>
 		</layer>
-		<layer id="5160" name="Constant_246250" type="Const" version="opset1">
+		<layer id="4805" name="Constant_208224" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
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@@ -76766,7 +73548,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5161" name="Constant_246248" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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@@ -76776,7 +73558,7 @@
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 			</output>
 		</layer>
-		<layer id="5162" name="__module.model.layers.21.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="4807" name="__module.model.layers.21.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -76791,22 +73573,22 @@
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 			</input>
 			<output>
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 					<dim>4096</dim>
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-		<layer id="5163" name="Constant_15117" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
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-		<layer id="5164" name="__module.model.layers.21.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="4809" name="__module.model.layers.21.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76819,14 +73601,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4295,variance.87">
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="5165" name="Constant_246249" type="Const" version="opset1">
+		<layer id="4810" name="Constant_208223" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -76836,7 +73618,7 @@
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 			</output>
 		</layer>
-		<layer id="5166" name="__module.model.layers.21.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="4811" name="__module.model.layers.21.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -76851,14 +73633,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4296">
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-		<layer id="5167" name="__module.model.layers.21.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="4812" name="__module.model.layers.21.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -76874,7 +73656,7 @@
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 			</output>
 		</layer>
-		<layer id="5168" name="__module.model.layers.21.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="4813" name="__module.model.layers.21.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76889,14 +73671,14 @@
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 			</input>
 			<output>
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 		</layer>
-		<layer id="5169" name="__module.model.layers.21.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="4814" name="__module.model.layers.21.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76911,14 +73693,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="4298,4299,hidden_states.653,hidden_states.655">
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-		<layer id="5170" name="__module.model.layers.21.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4815" name="__module.model.layers.21.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -76933,15 +73715,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="4078,4080">
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 					<dim>4096</dim>
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+		<layer id="4816" name="self.model.layers.21.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -76950,7 +73732,7 @@
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 		</layer>
-		<layer id="5172" name="Convert_300397" type="Convert" version="opset1">
+		<layer id="4817" name="Convert_255717" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -76967,8 +73749,8 @@
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-		<layer id="5173" name="self.model.layers.21.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="14336, 32, 1" offset="3052294312" size="229376" />
+		<layer id="4818" name="self.model.layers.21.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2562603312" size="229376" />
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 				<port id="0" precision="U4">
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@@ -76977,7 +73759,7 @@
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 		</layer>
-		<layer id="5174" name="Convert_300399" type="Convert" version="opset1">
+		<layer id="4819" name="Convert_255719" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -76994,7 +73776,7 @@
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 		</layer>
-		<layer id="5175" name="self.model.layers.21.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4820" name="self.model.layers.21.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -77016,8 +73798,8 @@
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-		<layer id="5176" name="self.model.layers.21.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="3052523688" size="917504" />
+		<layer id="4821" name="self.model.layers.21.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
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@@ -77026,7 +73808,7 @@
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 		</layer>
-		<layer id="5177" name="self.model.layers.21.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -77048,15 +73830,15 @@
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-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="4823" name="Constant_255724" type="Const" version="opset1">
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-		<layer id="5179" name="Reshape_300405" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -77075,8 +73857,11 @@
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-		<layer id="5180" name="self.model.layers.21.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4825" name="__module.model.layers.21.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -77090,7 +73875,7 @@
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-		<layer id="5181" name="__module.model.layers.21.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4826" name="__module.model.layers.21.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -77104,14 +73889,14 @@
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 			<output>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -77120,15 +73905,15 @@
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@@ -77137,7 +73922,7 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="3082801320" size="229376" />
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@@ -77164,7 +73949,7 @@
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@@ -77181,7 +73966,7 @@
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@@ -77203,8 +73988,8 @@
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@@ -77213,7 +73998,7 @@
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@@ -77235,15 +74020,15 @@
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@@ -77262,8 +74047,11 @@
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+		<layer id="4837" name="__module.model.layers.21.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -77277,7 +74065,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -77291,14 +74079,14 @@
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@@ -77313,15 +74101,15 @@
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@@ -77330,7 +74118,7 @@
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 			<data destination_type="f16" />
 			<input>
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@@ -77347,8 +74135,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="3113308328" size="229376" />
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@@ -77357,7 +74145,7 @@
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-		<layer id="5198" name="Convert_300410" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -77374,7 +74162,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -77396,8 +74184,8 @@
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@@ -77406,7 +74194,7 @@
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@@ -77428,15 +74216,15 @@
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-			<data element_type="i32" shape="2" offset="316431520" size="8" />
+		<layer id="4847" name="Constant_255734" type="Const" version="opset1">
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-		<layer id="5203" name="Reshape_300416" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -77455,8 +74243,11 @@
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-		<layer id="5204" name="self.model.layers.21.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4849" name="__module.model.layers.21.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -77470,7 +74261,7 @@
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-		<layer id="5205" name="__module.model.layers.21.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -77484,14 +74275,14 @@
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 			<input>
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@@ -77506,15 +74297,15 @@
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+		<layer id="4852" name="Constant_208229" type="Const" version="opset1">
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@@ -77523,7 +74314,7 @@
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
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@@ -77533,7 +74324,7 @@
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
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@@ -77543,7 +74334,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -77558,22 +74349,22 @@
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 					<dim>4096</dim>
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-		<layer id="5211" name="Constant_15188" type="Const" version="opset1">
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@@ -77586,14 +74377,14 @@
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 			<output>
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-		<layer id="5213" name="Constant_246253" type="Const" version="opset1">
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@@ -77603,7 +74394,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -77618,14 +74409,14 @@
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 			<input>
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@@ -77641,7 +74432,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -77656,14 +74447,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -77717,7 +74508,7 @@
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@@ -77734,8 +74525,8 @@
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@@ -77744,7 +74535,7 @@
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@@ -77842,8 +74633,11 @@
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 			<data destination_type="f32" />
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@@ -77886,7 +74680,7 @@
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@@ -78227,7 +74747,7 @@
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 					<dim>32</dim>
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@@ -78267,13 +74771,13 @@
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@@ -78296,23 +74800,23 @@
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@@ -78326,53 +74830,31 @@
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 		</layer>
-		<layer id="5265" name="Constant_228371" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4887" name="__module.model.layers.22.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="5266" name="ScatterUpdate_228374" type="ScatterUpdate" version="opset3">
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 		</layer>
-		<layer id="5267" name="Constant_228377" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="4888" name="__module.model.layers.22.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 		</layer>
-		<layer id="5268" name="Constant_228380" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4889" name="__module.model.layers.22.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5269" name="__module.model.layers.22.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4890" name="__module.model.layers.22.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -78381,17 +74863,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4169,x2.89">
+				<port id="5" precision="FP32" names="4396,x2.89">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -78399,8 +74884,8 @@
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 			</output>
 		</layer>
-		<layer id="5270" name="Constant_246256" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="4891" name="Constant_208230" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -78410,7 +74895,7 @@
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 			</output>
 		</layer>
-		<layer id="5271" name="__module.model.layers.22.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="4892" name="__module.model.layers.22.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78427,7 +74912,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4170">
+				<port id="2" precision="FP32" names="4397">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -78435,24 +74920,31 @@
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 			</output>
 		</layer>
-		<layer id="5272" name="Constant_228425" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="4893" name="__module.model.layers.22.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4894" name="__module.model.layers.22.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5273" name="Constant_228430" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4895" name="__module.model.layers.22.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5274" name="__module.model.layers.22.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4896" name="__module.model.layers.22.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -78461,17 +74953,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4164">
+				<port id="5" precision="FP32" names="4391">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -78479,7 +74974,7 @@
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 			</output>
 		</layer>
-		<layer id="5275" name="__module.model.layers.22.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="4897" name="__module.model.layers.22.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78496,7 +74991,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4172">
+				<port id="2" precision="FP32" names="4399">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -78504,16 +74999,71 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5276" name="self.model.layers.22.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
+		<layer id="4898" name="__module.model.layers.22.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.22.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="4400">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5277" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+		<layer id="4899" name="__module.model.layers.22.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4401">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4900" name="Constant_232021" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="4901" name="Constant_232014" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4902" name="Constant_232016" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -78521,20 +75071,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5278" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="4903" name="Constant_232018" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5279" name="__module.model.layers.22.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4904" name="Concat_232019" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -78547,109 +75096,78 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4148,4149,4152,sin.89">
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5280" name="Constant_29336" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
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-		</layer>
-		<layer id="5281" name="__module.model.layers.22.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="4905" name="Broadcast_232022" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="4157">
-					<dim>-1</dim>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5282" name="__module.model.layers.22.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="4906" name="ReadValue_228318" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.22.keypresent.22.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4158,sin.91">
+				<port id="1" precision="FP32" names="past_key_values.22.key">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<input>
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-				<port id="1" precision="FP32">
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-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="4907" name="Constant_225176" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
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-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5284" name="__module.model.layers.22.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="4908" name="Gather_225177" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
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 					<dim>-1</dim>
-					<dim>128</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4174">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 128" offset="3123187880" size="2097152" />
+		<layer id="4909" name="self.model.layers.22.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2633496880" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -78658,7 +75176,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5286" name="Convert_300430" type="Convert" version="opset1">
+		<layer id="4910" name="Convert_257127" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -78675,8 +75193,8 @@
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="1024, 32, 1" offset="3125285032" size="16384" />
+		<layer id="4911" name="self.model.layers.22.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2635594032" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -78685,7 +75203,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5288" name="Convert_300432" type="Convert" version="opset1">
+		<layer id="4912" name="Convert_257129" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -78702,7 +75220,7 @@
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 			</output>
 		</layer>
-		<layer id="5289" name="self.model.layers.22.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="4913" name="self.model.layers.22.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -78724,8 +75242,8 @@
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 			</output>
 		</layer>
-		<layer id="5290" name="self.model.layers.22.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="3125301416" size="65536" />
+		<layer id="4914" name="self.model.layers.22.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2635610416" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -78734,7 +75252,7 @@
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 			</output>
 		</layer>
-		<layer id="5291" name="self.model.layers.22.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="4915" name="self.model.layers.22.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -78756,15 +75274,15 @@
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 			</output>
 		</layer>
-		<layer id="5292" name="Constant_300437" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="4916" name="Constant_257134" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5293" name="Reshape_300438" type="Reshape" version="opset1">
+		<layer id="4917" name="Reshape_257135" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -78783,8 +75301,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5294" name="self.model.layers.22.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4918" name="__module.model.layers.22.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -78798,7 +75319,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5295" name="__module.model.layers.22.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="4919" name="__module.model.layers.22.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78812,22 +75333,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4125,key_states.93">
+				<port id="2" precision="FP32" names="4347,key_states.93">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5296" name="Constant_255241" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="4920" name="Constant_215620" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5297" name="__module.model.layers.22.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="4921" name="__module.model.layers.22.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78840,7 +75361,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4132">
+				<port id="2" precision="FP32" names="4354">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -78848,7 +75369,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5298" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="4922" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -78856,7 +75377,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5299" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="4923" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -78869,7 +75390,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4133,key_states.95">
+				<port id="2" precision="FP32" names="4355,k.45">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -78877,7 +75398,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5300" name="__module.model.layers.22.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="4924" name="__module.model.layers.22.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78894,7 +75415,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4175">
+				<port id="2" precision="FP32" names="4402">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -78902,23 +75423,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5301" name="Constant_228474" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5302" name="Constant_228473" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5303" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="4925" name="__module.model.layers.22.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -78934,13 +75439,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5304" name="__module.model.layers.22.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="4926" name="__module.model.layers.22.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5305" name="__module.model.layers.22.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="4927" name="__module.model.layers.22.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -78950,10 +75455,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4176,4181" />
+				<port id="3" precision="I64" names="4403,4408" />
 			</output>
 		</layer>
-		<layer id="5306" name="__module.model.layers.22.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="4928" name="__module.model.layers.22.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -78963,23 +75468,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5307" name="__module.model.layers.22.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="4929" name="__module.model.layers.22.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4178,4179,4183,4184" />
+				<port id="1" precision="I64" names="4405,4406,4410,4411" />
 			</output>
 		</layer>
-		<layer id="5308" name="Constant_254316" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="4930" name="Constant_161662" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5309" name="__module.model.layers.22.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="4931" name="__module.model.layers.22.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -78993,53 +75498,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5310" name="Constant_228472" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="4932" name="__module.model.layers.22.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5311" name="ScatterUpdate_228475" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="5312" name="Constant_228478" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="4933" name="__module.model.layers.22.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5313" name="Constant_228481" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4934" name="__module.model.layers.22.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5314" name="__module.model.layers.22.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4935" name="__module.model.layers.22.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -79048,17 +75531,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4185,x2.91">
+				<port id="5" precision="FP32" names="4412,x2.91">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -79066,8 +75552,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5315" name="Constant_246257" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="4936" name="Constant_208231" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -79077,7 +75563,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5316" name="__module.model.layers.22.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="4937" name="__module.model.layers.22.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -79094,7 +75580,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4186">
+				<port id="2" precision="FP32" names="4413">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -79102,24 +75588,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5317" name="Constant_228526" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="4938" name="__module.model.layers.22.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5318" name="Constant_228531" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="4939" name="__module.model.layers.22.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5319" name="__module.model.layers.22.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="4940" name="__module.model.layers.22.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4941" name="__module.model.layers.22.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -79128,17 +75621,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4180">
+				<port id="5" precision="FP32" names="4407">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -79146,7 +75642,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5320" name="__module.model.layers.22.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="4942" name="__module.model.layers.22.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -79163,7 +75659,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4188">
+				<port id="2" precision="FP32" names="4415">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -79171,7 +75667,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5321" name="__module.model.layers.22.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="4943" name="__module.model.layers.22.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -79188,7 +75684,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4189">
+				<port id="2" precision="FP32" names="4416">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -79196,7 +75692,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5322" name="__module.model.layers.22.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="4944" name="__module.model.layers.22.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -79213,7 +75709,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4190">
+				<port id="2" precision="FP32" names="4417">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -79221,7 +75717,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5323" name="__module.model.layers.22.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="4945" name="__module.model.layers.22.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -79246,7 +75742,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5324" name="__module.model.layers.22.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="4946" name="__module.model.layers.22.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -79257,7 +75753,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4202,4203,4204">
+				<port id="2" precision="FP32" names="4429,4430,4431">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -79266,38 +75762,7 @@
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 			</output>
 		</layer>
-		<layer id="5325" name="Constant_254953" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5326" name="Constant_254954" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
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@@ -79313,21 +75778,21 @@
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@@ -79339,34 +75804,34 @@
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 		</layer>
-		<layer id="5335" name="Gather_216624" type="Gather" version="opset8">
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@@ -79383,7 +75848,7 @@
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 		</layer>
-		<layer id="5336" name="__module.model.layers.22.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
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@@ -79400,12 +75865,12 @@
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 			<output>
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+		<layer id="4956" name="__module.model.layers.22.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -79420,7 +75885,7 @@
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 					<dim>8</dim>
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@@ -79429,15 +75894,15 @@
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+		<layer id="4957" name="Constant_215621" type="Const" version="opset1">
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 			<input>
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@@ -79452,7 +75917,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -79460,13 +75925,13 @@
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 		</layer>
-		<layer id="5340" name="Constant_293080" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
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-		<layer id="5341" name="Constant_293073" type="Const" version="opset1">
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@@ -79474,7 +75939,7 @@
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 		</layer>
-		<layer id="5342" name="Constant_293075" type="Const" version="opset1">
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@@ -79482,7 +75947,7 @@
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-		<layer id="5343" name="Constant_293077" type="Const" version="opset1">
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 			<output>
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@@ -79490,7 +75955,7 @@
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-		<layer id="5344" name="Concat_293078" type="Concat" version="opset1">
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 			<input>
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@@ -79512,7 +75977,7 @@
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 			</output>
 		</layer>
-		<layer id="5345" name="Broadcast_293081" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
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@@ -79529,7 +75994,7 @@
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 			</output>
 		</layer>
-		<layer id="5346" name="ReadValue_287213" type="ReadValue" version="opset6">
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 			<input>
 				<port id="0" precision="FP32">
@@ -79548,13 +76013,13 @@
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 			</output>
 		</layer>
-		<layer id="5347" name="Constant_281893" type="Const" version="opset1">
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 		</layer>
-		<layer id="5348" name="Gather_281894" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -79577,94 +76042,134 @@
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-			<data element_type="u8" shape="1024, 4096" offset="3125366952" size="4194304" />
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 					<dim>1024</dim>
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+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="5350" name="Convert_300420" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
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+					<dim>32</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="3129561256" size="1024" />
+		<layer id="4970" name="self.model.layers.22.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2637773104" size="16384" />
 			<output>
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 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5352" name="Convert_300423" type="Convert" version="opset1">
+		<layer id="4971" name="Convert_257119" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5353" name="self.model.layers.22.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
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+					<dim>32</dim>
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 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="3129562280" size="2048" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
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 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4975" name="Constant_257124" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="4976" name="Reshape_257125" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -79672,8 +76177,11 @@
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 		</layer>
-		<layer id="5356" name="self.model.layers.22.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="4977" name="__module.model.layers.22.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -79687,7 +76195,7 @@
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 			</output>
 		</layer>
-		<layer id="5357" name="__module.model.layers.22.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -79701,22 +76209,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1024</dim>
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-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="4979" name="Constant_215622" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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-		<layer id="5359" name="__module.model.layers.22.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -79729,7 +76237,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -79737,7 +76245,7 @@
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-		<layer id="5360" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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 				<port id="0" precision="I32">
@@ -79745,7 +76253,7 @@
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 		</layer>
-		<layer id="5361" name="__module.model.layers.22.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -79758,7 +76266,7 @@
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 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -79766,7 +76274,7 @@
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-		<layer id="5362" name="__module.model.layers.22.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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 			<input>
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@@ -79791,7 +76299,7 @@
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-		<layer id="5363" name="__module.model.layers.22.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -79802,7 +76310,7 @@
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 			<output>
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@@ -79827,21 +76335,21 @@
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+		<layer id="4989" name="Constant_194269" type="Const" version="opset1">
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-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="4990" name="Constant_199828" type="Const" version="opset1">
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 		</layer>
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-		<layer id="5371" name="Gather_216634" type="Gather" version="opset8">
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@@ -79897,7 +76405,7 @@
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 		</layer>
-		<layer id="5372" name="__module.model.layers.22.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
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@@ -79914,12 +76422,12 @@
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 			<output>
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 			<data mode="bidirectional" />
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@@ -79934,7 +76442,7 @@
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@@ -79943,15 +76451,15 @@
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-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="4995" name="Constant_215623" type="Const" version="opset1">
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 			<data special_zero="true" />
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@@ -79966,7 +76474,7 @@
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@@ -79974,7 +76482,7 @@
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@@ -80003,7 +76511,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -80011,7 +76519,7 @@
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-		<layer id="5377" name="__module.model.layers.22.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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@@ -80019,7 +76527,7 @@
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 			<input>
 				<port id="0" precision="FP32">
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@@ -80032,7 +76540,7 @@
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 			<output>
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 					<dim>-1</dim>
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@@ -80040,16 +76548,70 @@
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-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="5000" name="__module.model.layers.22.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
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+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5001" name="Constant_199808" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5002" name="Constant_199809" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5003" name="Gather_199810" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
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+				<port id="2" precision="I64" />
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+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
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 		</layer>
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-			<data special_zero="true" />
+		<layer id="5004" name="__module.model.layers.22.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+				<port id="1" precision="I64">
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="I64" names="4462">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5005" name="__module.model.layers.22.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
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@@ -80062,15 +76624,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -80079,7 +76641,7 @@
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 		</layer>
-		<layer id="5382" name="Convert_300452" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -80096,8 +76658,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="3137952936" size="65536" />
+		<layer id="5008" name="self.model.layers.22.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -80106,7 +76668,7 @@
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 			</output>
 		</layer>
-		<layer id="5384" name="Convert_300454" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -80123,7 +76685,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -80145,8 +76707,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="3138018472" size="262144" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -80155,7 +76717,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -80177,7 +76739,7 @@
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 			</output>
 		</layer>
-		<layer id="5388" name="Constant_300459" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -80185,7 +76747,7 @@
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 			</output>
 		</layer>
-		<layer id="5389" name="Reshape_300460" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -80204,8 +76766,11 @@
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 			</output>
 		</layer>
-		<layer id="5390" name="self.model.layers.22.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -80219,13 +76784,13 @@
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 		</layer>
-		<layer id="5391" name="__module.model.layers.22.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -80233,14 +76798,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			<input>
 				<port id="0" precision="FP32">
@@ -80255,15 +76820,15 @@
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 					<dim>4096</dim>
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+		<layer id="5018" name="Constant_208235" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -80272,7 +76837,7 @@
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-		<layer id="5394" name="Constant_246260" type="Const" version="opset1">
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@@ -80282,7 +76847,7 @@
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
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@@ -80292,7 +76857,7 @@
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@@ -80307,22 +76872,22 @@
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-		<layer id="5397" name="Constant_15793" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="131200804" size="8" />
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@@ -80335,14 +76900,14 @@
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@@ -80352,7 +76917,7 @@
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@@ -80367,14 +76932,14 @@
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@@ -80390,7 +76955,7 @@
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+		<layer id="5027" name="__module.model.layers.22.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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@@ -80405,14 +76970,14 @@
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 			<output>
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+		<layer id="5028" name="__module.model.layers.22.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -80427,14 +76992,14 @@
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-		<layer id="5404" name="__module.model.layers.22.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5029" name="__module.model.layers.22.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -80449,15 +77014,15 @@
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 			<output>
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-			<data element_type="u4" shape="14336, 32, 128" offset="3138297000" size="29360128" />
+		<layer id="5030" name="self.model.layers.22.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -80466,7 +77031,7 @@
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 		</layer>
-		<layer id="5406" name="Convert_300474" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -80483,8 +77048,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="3167657128" size="229376" />
+		<layer id="5032" name="self.model.layers.22.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2675947824" size="229376" />
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 				<port id="0" precision="U4">
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@@ -80493,7 +77058,7 @@
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 			</output>
 		</layer>
-		<layer id="5408" name="Convert_300476" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -80510,7 +77075,7 @@
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 		</layer>
-		<layer id="5409" name="self.model.layers.22.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5034" name="self.model.layers.22.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -80532,8 +77097,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="3167886504" size="917504" />
+		<layer id="5035" name="self.model.layers.22.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -80542,7 +77107,7 @@
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 		</layer>
-		<layer id="5411" name="self.model.layers.22.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5036" name="self.model.layers.22.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -80564,15 +77129,15 @@
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-		<layer id="5412" name="Constant_300481" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="5037" name="Constant_255754" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
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 				<port id="0" precision="I32">
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 		</layer>
-		<layer id="5413" name="Reshape_300482" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -80591,8 +77156,11 @@
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 			</output>
 		</layer>
-		<layer id="5414" name="self.model.layers.22.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5039" name="__module.model.layers.22.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -80606,7 +77174,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5415" name="__module.model.layers.22.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5040" name="__module.model.layers.22.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -80620,14 +77188,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 		</layer>
-		<layer id="5416" name="__module.model.layers.22.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="5041" name="__module.model.layers.22.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
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@@ -80636,101 +77204,141 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>14336</dim>
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-			<data element_type="u8" shape="14336, 4096" offset="3168804008" size="58720256" />
+		<layer id="5042" name="self.model.layers.22.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5418" name="Convert_300464" type="Convert" version="opset1">
+		<layer id="5043" name="Convert_255737" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="u8" shape="14336, 1" offset="3227524264" size="14336" />
+		<layer id="5044" name="self.model.layers.22.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2706454832" size="229376" />
 			<output>
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 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5420" name="Convert_300467" type="Convert" version="opset1">
+		<layer id="5045" name="Convert_255739" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>14336</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5421" name="self.model.layers.22.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5046" name="self.model.layers.22.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="14336, 1" offset="3227538600" size="28672" />
+		<layer id="5047" name="self.model.layers.22.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="5048" name="self.model.layers.22.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5049" name="Constant_255744" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="5050" name="Reshape_255745" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
@@ -80738,8 +77346,11 @@
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 			</output>
 		</layer>
-		<layer id="5424" name="self.model.layers.22.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5051" name="__module.model.layers.22.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -80753,7 +77364,7 @@
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 			</output>
 		</layer>
-		<layer id="5425" name="__module.model.layers.22.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5052" name="__module.model.layers.22.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -80767,14 +77378,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>14336</dim>
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 			</output>
 		</layer>
-		<layer id="5426" name="__module.model.layers.22.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5053" name="__module.model.layers.22.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -80789,15 +77400,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>14336</dim>
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+		<layer id="5054" name="self.model.layers.22.mlp.down_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -80806,7 +77417,7 @@
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 		</layer>
-		<layer id="5428" name="Convert_300485" type="Convert" version="opset1">
+		<layer id="5055" name="Convert_255757" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -80823,8 +77434,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="3256927400" size="229376" />
+		<layer id="5056" name="self.model.layers.22.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="2736961840" size="229376" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -80833,7 +77444,7 @@
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 			</output>
 		</layer>
-		<layer id="5430" name="Convert_300487" type="Convert" version="opset1">
+		<layer id="5057" name="Convert_255759" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -80850,7 +77461,7 @@
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+		<layer id="5058" name="self.model.layers.22.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -80872,8 +77483,8 @@
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-		<layer id="5487" name="__module.model.layers.23.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5093" name="__module.model.layers.23.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -81703,7 +78046,7 @@
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 			</input>
 			<output>
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@@ -81711,23 +78054,7 @@
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 			<data output_type="i64" />
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@@ -81743,13 +78070,13 @@
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 			</output>
 		</layer>
-		<layer id="5491" name="__module.model.layers.23.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="5095" name="__module.model.layers.23.self_attn/aten::size/Constant_3" type="Const" version="opset1">
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+		<layer id="5096" name="__module.model.layers.23.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -81759,10 +78086,10 @@
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 			</input>
 			<output>
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+				<port id="3" precision="I64" names="4567,4572" />
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 		</layer>
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+		<layer id="5097" name="__module.model.layers.23.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -81772,23 +78099,23 @@
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 		</layer>
-		<layer id="5494" name="__module.model.layers.23.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="5098" name="__module.model.layers.23.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
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 			<output>
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+		<layer id="5099" name="Constant_161676" type="Const" version="opset1">
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+		<layer id="5100" name="__module.model.layers.23.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
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 			<input>
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@@ -81802,53 +78129,31 @@
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 			</output>
 		</layer>
-		<layer id="5497" name="Constant_228647" type="Const" version="opset1">
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+		<layer id="5101" name="__module.model.layers.23.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
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-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="5102" name="__module.model.layers.23.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 		</layer>
-		<layer id="5500" name="Constant_228656" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5103" name="__module.model.layers.23.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5104" name="__module.model.layers.23.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -81857,17 +78162,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -81875,8 +78183,8 @@
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 			</output>
 		</layer>
-		<layer id="5502" name="Constant_246266" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="5105" name="Constant_208240" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -81886,7 +78194,7 @@
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 			</output>
 		</layer>
-		<layer id="5503" name="__module.model.layers.23.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5106" name="__module.model.layers.23.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81903,7 +78211,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4340">
+				<port id="2" precision="FP32" names="4577">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -81911,24 +78219,31 @@
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 			</output>
 		</layer>
-		<layer id="5504" name="Constant_228701" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="5107" name="__module.model.layers.23.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5108" name="__module.model.layers.23.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5505" name="Constant_228706" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5109" name="__module.model.layers.23.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5506" name="__module.model.layers.23.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5110" name="__module.model.layers.23.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -81937,17 +78252,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4571">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -81955,7 +78273,7 @@
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 			</output>
 		</layer>
-		<layer id="5507" name="__module.model.layers.23.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5111" name="__module.model.layers.23.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -81972,7 +78290,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4342">
+				<port id="2" precision="FP32" names="4579">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -81980,101 +78298,7 @@
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 			</output>
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@@ -82124,8 +78348,125 @@
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+		<layer id="5114" name="Constant_232047" type="Const" version="opset1">
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+				<port id="0" precision="FP32" />
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+		<layer id="5115" name="Constant_232040" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		<layer id="5116" name="Constant_232042" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		<layer id="5117" name="Constant_232044" type="Const" version="opset1">
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+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="5118" name="Concat_232045" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+				<port id="3" precision="I64">
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+			<output>
+				<port id="4" precision="I64">
+					<dim>4</dim>
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+		</layer>
+		<layer id="5119" name="Broadcast_232048" type="Broadcast" version="opset3">
+			<data mode="numpy" />
+			<input>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
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+				<port id="2" precision="FP32">
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+					<dim>8</dim>
+					<dim>0</dim>
+					<dim>128</dim>
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+		</layer>
+		<layer id="5120" name="ReadValue_228322" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.23.keypresent.23.key" variable_type="f32" variable_shape="?,8,?,128" />
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+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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+		<layer id="5121" name="Constant_225182" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
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+		<layer id="5122" name="Gather_225183" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="FP32">
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+					<dim>128</dim>
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 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -82134,7 +78475,7 @@
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 		</layer>
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@@ -82151,8 +78492,8 @@
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-			<data element_type="u4" shape="1024, 32, 1" offset="3268904104" size="16384" />
+		<layer id="5125" name="self.model.layers.23.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
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 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -82161,7 +78502,7 @@
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 			</output>
 		</layer>
-		<layer id="5520" name="Convert_300509" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -82178,7 +78519,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -82200,8 +78541,8 @@
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 				<port id="0" precision="FP16">
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@@ -82210,7 +78551,7 @@
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@@ -82232,15 +78573,15 @@
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+		<layer id="5130" name="Constant_257154" type="Const" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -82259,8 +78600,11 @@
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 			</output>
 		</layer>
-		<layer id="5526" name="self.model.layers.23.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -82274,7 +78618,7 @@
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 			</output>
 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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@@ -82288,22 +78632,22 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>1024</dim>
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+		<layer id="5134" name="Constant_215625" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
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 			<input>
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@@ -82316,7 +78660,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="4534">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -82324,7 +78668,7 @@
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 		</layer>
-		<layer id="5530" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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@@ -82332,7 +78676,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -82345,7 +78689,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -82353,7 +78697,7 @@
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+		<layer id="5138" name="__module.model.layers.23.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82370,7 +78714,7 @@
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 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -82378,23 +78722,7 @@
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 			<data output_type="i64" />
 			<input>
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@@ -82410,13 +78738,13 @@
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 		</layer>
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@@ -82426,10 +78754,10 @@
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 			<output>
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@@ -82439,23 +78767,23 @@
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 		</layer>
-		<layer id="5540" name="Constant_254328" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5144" name="Constant_161677" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
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 		</layer>
-		<layer id="5541" name="__module.model.layers.23.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="5145" name="__module.model.layers.23.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -82469,53 +78797,31 @@
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 		</layer>
-		<layer id="5542" name="Constant_228748" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5146" name="__module.model.layers.23.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
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 		</layer>
-		<layer id="5544" name="Constant_228754" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="5147" name="__module.model.layers.23.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
-		<layer id="5545" name="Constant_228757" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5148" name="__module.model.layers.23.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5149" name="__module.model.layers.23.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -82524,17 +78830,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -82542,8 +78851,8 @@
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 			</output>
 		</layer>
-		<layer id="5547" name="Constant_246267" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="5150" name="Constant_208241" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -82553,7 +78862,7 @@
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 			</output>
 		</layer>
-		<layer id="5548" name="__module.model.layers.23.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5151" name="__module.model.layers.23.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82570,7 +78879,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4356">
+				<port id="2" precision="FP32" names="4593">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -82578,24 +78887,31 @@
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 			</output>
 		</layer>
-		<layer id="5549" name="Constant_228802" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="5152" name="__module.model.layers.23.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5550" name="Constant_228807" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5153" name="__module.model.layers.23.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5154" name="__module.model.layers.23.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="5551" name="__module.model.layers.23.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5155" name="__module.model.layers.23.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -82604,17 +78920,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4587">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -82622,7 +78941,7 @@
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 			</output>
 		</layer>
-		<layer id="5552" name="__module.model.layers.23.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5156" name="__module.model.layers.23.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82639,7 +78958,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4358">
+				<port id="2" precision="FP32" names="4595">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -82647,7 +78966,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5553" name="__module.model.layers.23.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5157" name="__module.model.layers.23.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82664,7 +78983,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4359">
+				<port id="2" precision="FP32" names="4596">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -82672,7 +78991,7 @@
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 			</output>
 		</layer>
-		<layer id="5554" name="__module.model.layers.23.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="5158" name="__module.model.layers.23.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82689,7 +79008,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4360">
+				<port id="2" precision="FP32" names="4597">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -82697,7 +79016,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5555" name="__module.model.layers.23.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5159" name="__module.model.layers.23.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82722,7 +79041,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5556" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="5160" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -82733,7 +79052,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4372,4373,4374">
+				<port id="2" precision="FP32" names="4609,4610,4611">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -82742,38 +79061,7 @@
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 			</output>
 		</layer>
-		<layer id="5557" name="Constant_254969" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="5558" name="Constant_254970" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="5559" name="Gather_254971" type="Gather" version="opset8">
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-				<port id="0" precision="I64">
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64" />
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-		</layer>
-		<layer id="5560" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="5161" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82789,21 +79077,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5561" name="Constant_255652" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5162" name="Constant_215904" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5562" name="__module.model.layers.23.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="5163" name="__module.model.layers.23.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5563" name="__module.model.layers.23.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="5164" name="__module.model.layers.23.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -82815,34 +79103,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4366">
+				<port id="3" precision="I64" names="4603">
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 				</port>
 			</output>
 		</layer>
-		<layer id="5564" name="Constant_206579" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="5165" name="Constant_194287" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5565" name="Constant_216657" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="5166" name="Constant_199853" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5566" name="Constant_216658" type="Const" version="opset1">
+		<layer id="5167" name="Constant_199854" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5567" name="Gather_216659" type="Gather" version="opset8">
+		<layer id="5168" name="Gather_199855" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -82859,7 +79147,7 @@
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 			</output>
 		</layer>
-		<layer id="5568" name="__module.model.layers.23.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="5169" name="__module.model.layers.23.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -82876,12 +79164,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="4375">
+				<port id="4" precision="I64" names="4612">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5569" name="__module.model.layers.23.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="5170" name="__module.model.layers.23.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82896,7 +79184,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4376,hidden_states.703">
+				<port id="2" precision="FP32" names="4613,hidden_states.701">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -82905,15 +79193,15 @@
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 			</output>
 		</layer>
-		<layer id="5570" name="Constant_255248" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="5171" name="Constant_215626" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5571" name="__module.model.layers.23.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="5172" name="__module.model.layers.23.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -82928,7 +79216,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4380">
+				<port id="2" precision="FP32" names="4617,key_states.99">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -82936,13 +79224,13 @@
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 			</output>
 		</layer>
-		<layer id="5572" name="Constant_293106" type="Const" version="opset1">
+		<layer id="5173" name="Constant_232034" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5573" name="Constant_293099" type="Const" version="opset1">
+		<layer id="5174" name="Constant_232027" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -82950,7 +79238,7 @@
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 			</output>
 		</layer>
-		<layer id="5574" name="Constant_293101" type="Const" version="opset1">
+		<layer id="5175" name="Constant_232029" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -82958,7 +79246,7 @@
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 			</output>
 		</layer>
-		<layer id="5575" name="Constant_293103" type="Const" version="opset1">
+		<layer id="5176" name="Constant_232031" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -82966,7 +79254,7 @@
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 		</layer>
-		<layer id="5576" name="Concat_293104" type="Concat" version="opset1">
+		<layer id="5177" name="Concat_232032" type="Concat" version="opset1">
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@@ -82988,7 +79276,7 @@
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 		</layer>
-		<layer id="5577" name="Broadcast_293107" type="Broadcast" version="opset3">
+		<layer id="5178" name="Broadcast_232035" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -83005,7 +79293,7 @@
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 			</output>
 		</layer>
-		<layer id="5578" name="ReadValue_287217" type="ReadValue" version="opset6">
+		<layer id="5179" name="ReadValue_228324" type="ReadValue" version="opset6">
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@@ -83024,13 +79312,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5579" name="Constant_281899" type="Const" version="opset1">
+		<layer id="5180" name="Constant_225185" type="Const" version="opset1">
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 		</layer>
-		<layer id="5580" name="Gather_281900" type="Gather" version="opset8">
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 			<input>
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@@ -83053,94 +79341,134 @@
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 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="3268986024" size="4194304" />
+		<layer id="5182" name="self.model.layers.23.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2749020464" size="2097152" />
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+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
-		<layer id="5582" name="Convert_300497" type="Convert" version="opset1">
+		<layer id="5183" name="Convert_257137" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="3273180328" size="1024" />
+		<layer id="5184" name="self.model.layers.23.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2751117616" size="16384" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="5584" name="Convert_300500" type="Convert" version="opset1">
+		<layer id="5185" name="Convert_257139" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5585" name="self.model.layers.23.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5186" name="self.model.layers.23.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="3273181352" size="2048" />
+		<layer id="5187" name="self.model.layers.23.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2751134000" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="5587" name="self.model.layers.23.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5188" name="self.model.layers.23.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5189" name="Constant_257144" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5190" name="Reshape_257145" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -83148,8 +79476,11 @@
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 			</output>
 		</layer>
-		<layer id="5588" name="self.model.layers.23.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5191" name="__module.model.layers.23.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -83163,7 +79494,7 @@
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 			</output>
 		</layer>
-		<layer id="5589" name="__module.model.layers.23.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5192" name="__module.model.layers.23.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83177,22 +79508,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
-		<layer id="5590" name="Constant_255249" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="5193" name="Constant_215627" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="5591" name="__module.model.layers.23.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="5194" name="__module.model.layers.23.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83205,7 +79536,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4537">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -83213,7 +79544,7 @@
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 		</layer>
-		<layer id="5592" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="5195" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -83221,7 +79552,7 @@
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 		</layer>
-		<layer id="5593" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5196" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -83234,7 +79565,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4538">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -83242,7 +79573,7 @@
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 			</output>
 		</layer>
-		<layer id="5594" name="__module.model.layers.23.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5197" name="__module.model.layers.23.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83267,7 +79598,7 @@
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 		</layer>
-		<layer id="5595" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="5198" name="__module.model.layers.23.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -83278,7 +79609,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4625,4626,4627">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -83287,7 +79618,7 @@
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 			</output>
 		</layer>
-		<layer id="5596" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="5199" name="__module.model.layers.23.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83303,21 +79634,21 @@
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 			</output>
 		</layer>
-		<layer id="5597" name="Constant_255655" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5200" name="Constant_215907" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5598" name="__module.model.layers.23.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="5201" name="__module.model.layers.23.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="5599" name="__module.model.layers.23.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="5202" name="__module.model.layers.23.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -83329,34 +79660,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4382">
+				<port id="3" precision="I64" names="4619">
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 		</layer>
-		<layer id="5600" name="Constant_206597" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="5203" name="Constant_194305" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="5601" name="Constant_216667" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="5204" name="Constant_199863" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="5602" name="Constant_216668" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5603" name="Gather_216669" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -83373,7 +79704,7 @@
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 			</output>
 		</layer>
-		<layer id="5604" name="__module.model.layers.23.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="5207" name="__module.model.layers.23.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -83390,12 +79721,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="4391">
+				<port id="4" precision="I64" names="4628">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5605" name="__module.model.layers.23.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="5208" name="__module.model.layers.23.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83410,7 +79741,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4629,hidden_states.705">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -83419,15 +79750,15 @@
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 			</output>
 		</layer>
-		<layer id="5606" name="Constant_255250" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="5209" name="Constant_215628" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="5607" name="__module.model.layers.23.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="5210" name="__module.model.layers.23.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83442,7 +79773,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4633">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -83450,7 +79781,7 @@
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 			</output>
 		</layer>
-		<layer id="5608" name="__module.model.layers.23.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5211" name="__module.model.layers.23.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83479,7 +79810,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -83487,7 +79818,7 @@
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 			</output>
 		</layer>
-		<layer id="5609" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="5212" name="__module.model.layers.23.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -83495,7 +79826,7 @@
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 			</output>
 		</layer>
-		<layer id="5610" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="5213" name="__module.model.layers.23.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -83508,7 +79839,7 @@
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 			</input>
 			<output>
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@@ -83516,16 +79847,70 @@
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-		<layer id="5611" name="Constant_255251" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="5214" name="__module.model.layers.23.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5215" name="Constant_199843" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="5216" name="Constant_199844" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5217" name="Gather_199845" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
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+				<port id="2" precision="I64" />
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+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
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 		</layer>
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-			<data special_zero="true" />
+		<layer id="5218" name="__module.model.layers.23.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+				<port id="1" precision="I64">
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="I64" names="4642">
+					<dim>3</dim>
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+			</output>
+		</layer>
+		<layer id="5219" name="__module.model.layers.23.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -83538,15 +79923,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4401">
+				<port id="2" precision="FP32" names="4643">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="3273183400" size="8388608" />
+		<layer id="5220" name="self.model.layers.23.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2751199536" size="8388608" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -83555,7 +79940,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5614" name="Convert_300529" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -83572,8 +79957,8 @@
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 			</output>
 		</layer>
-		<layer id="5615" name="self.model.layers.23.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3281572008" size="65536" />
+		<layer id="5222" name="self.model.layers.23.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2759588144" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -83582,7 +79967,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5616" name="Convert_300531" type="Convert" version="opset1">
+		<layer id="5223" name="Convert_256509" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -83599,7 +79984,7 @@
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 			</output>
 		</layer>
-		<layer id="5617" name="self.model.layers.23.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5224" name="self.model.layers.23.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -83621,8 +80006,8 @@
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 		</layer>
-		<layer id="5618" name="self.model.layers.23.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3281637544" size="262144" />
+		<layer id="5225" name="self.model.layers.23.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2759653680" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -83631,7 +80016,7 @@
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 			</output>
 		</layer>
-		<layer id="5619" name="self.model.layers.23.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5226" name="self.model.layers.23.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -83653,7 +80038,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5620" name="Constant_300536" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -83661,7 +80046,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5621" name="Reshape_300537" type="Reshape" version="opset1">
+		<layer id="5228" name="Reshape_256515" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -83680,8 +80065,11 @@
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 			</output>
 		</layer>
-		<layer id="5622" name="self.model.layers.23.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5229" name="__module.model.layers.23.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -83695,13 +80083,13 @@
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 			</output>
 		</layer>
-		<layer id="5623" name="__module.model.layers.23.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5230" name="__module.model.layers.23.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -83709,14 +80097,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4403,4405,hidden_states.709">
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 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5624" name="__module.model.layers.23/aten::add/Add" type="Add" version="opset1">
+		<layer id="5231" name="__module.model.layers.23/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83731,15 +80119,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4408,4410,4421,hidden_states.711,hidden_states.713">
+				<port id="2" precision="FP32" names="4650,4652,4663,hidden_states.709,hidden_states.711">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
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-			<data element_type="f32" shape="1, 1, 4096" offset="3281899688" size="16384" />
+		<layer id="5232" name="Constant_208245" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
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@@ -83748,7 +80136,7 @@
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 			</output>
 		</layer>
-		<layer id="5626" name="Constant_246270" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
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@@ -83758,7 +80146,7 @@
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 			</output>
 		</layer>
-		<layer id="5627" name="Constant_246268" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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@@ -83768,7 +80156,7 @@
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 			</output>
 		</layer>
-		<layer id="5628" name="__module.model.layers.23.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="5235" name="__module.model.layers.23.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83783,22 +80171,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="5629" name="Constant_16469" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
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 		</layer>
-		<layer id="5630" name="__module.model.layers.23.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83811,14 +80199,14 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
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 		</layer>
-		<layer id="5631" name="Constant_246269" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -83828,7 +80216,7 @@
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 			</output>
 		</layer>
-		<layer id="5632" name="__module.model.layers.23.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="5239" name="__module.model.layers.23.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -83843,14 +80231,14 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4656">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="5633" name="__module.model.layers.23.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -83866,7 +80254,7 @@
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 			</output>
 		</layer>
-		<layer id="5634" name="__module.model.layers.23.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="5241" name="__module.model.layers.23.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -83881,14 +80269,14 @@
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 			</input>
 			<output>
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 		</layer>
-		<layer id="5635" name="__module.model.layers.23.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5242" name="__module.model.layers.23.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83903,14 +80291,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="4658,4659,hidden_states.713,hidden_states.715">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -83925,15 +80313,15 @@
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 			<output>
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 				<port id="0" precision="U4">
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@@ -83942,7 +80330,7 @@
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 		</layer>
-		<layer id="5638" name="Convert_300551" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -83959,8 +80347,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="3311276200" size="229376" />
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+			<data element_type="u4" shape="14336, 32, 1" offset="2789292336" size="229376" />
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 				<port id="0" precision="U4">
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@@ -83969,7 +80357,7 @@
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-		<layer id="5640" name="Convert_300553" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -83986,7 +80374,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -84008,8 +80396,8 @@
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+		<layer id="5249" name="self.model.layers.23.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -84018,7 +80406,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -84040,15 +80428,15 @@
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+		<layer id="5251" name="Constant_255784" type="Const" version="opset1">
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@@ -84067,8 +80455,11 @@
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@@ -84254,8 +80645,11 @@
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 			<data destination_type="f32" />
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@@ -84305,15 +80699,15 @@
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@@ -84322,7 +80716,7 @@
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-		<layer id="5662" name="Convert_300562" type="Convert" version="opset1">
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 			<input>
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@@ -84339,8 +80733,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="3372290216" size="229376" />
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@@ -84349,7 +80743,7 @@
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-		<layer id="5664" name="Convert_300564" type="Convert" version="opset1">
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 			<input>
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@@ -84366,7 +80760,7 @@
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@@ -84388,8 +80782,8 @@
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@@ -84398,7 +80792,7 @@
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@@ -84420,15 +80814,15 @@
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@@ -84447,8 +80841,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -84462,7 +80859,7 @@
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@@ -84515,7 +80912,7 @@
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@@ -84525,7 +80922,7 @@
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 			<data destination_type="f32" />
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@@ -84867,7 +81307,7 @@
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 				</port>
 			</output>
 		</layer>
-		<layer id="5719" name="__module.model.layers.24.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5307" name="__module.model.layers.24.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85179,7 +81345,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4499">
+				<port id="2" precision="FP32" names="4746">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -85187,23 +81353,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5720" name="Constant_228925" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5721" name="Constant_228924" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="5722" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="5308" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85219,13 +81369,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5723" name="__module.model.layers.24.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="5309" name="__module.model.layers.24.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5724" name="__module.model.layers.24.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="5310" name="__module.model.layers.24.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -85235,10 +81385,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4500,4505" />
+				<port id="3" precision="I64" names="4747,4752" />
 			</output>
 		</layer>
-		<layer id="5725" name="__module.model.layers.24.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="5311" name="__module.model.layers.24.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -85248,23 +81398,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5726" name="__module.model.layers.24.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="5312" name="__module.model.layers.24.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4502,4503,4507,4508" />
+				<port id="1" precision="I64" names="4749,4750,4754,4755" />
 			</output>
 		</layer>
-		<layer id="5727" name="Constant_254338" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5313" name="Constant_161691" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5728" name="__module.model.layers.24.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="5314" name="__module.model.layers.24.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -85278,53 +81428,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5729" name="Constant_228923" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5315" name="__module.model.layers.24.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5730" name="ScatterUpdate_228926" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="5731" name="Constant_228929" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="5316" name="__module.model.layers.24.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5732" name="Constant_228932" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5317" name="__module.model.layers.24.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5733" name="__module.model.layers.24.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5318" name="__module.model.layers.24.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -85333,17 +81461,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4509,x2.97">
+				<port id="5" precision="FP32" names="4756,x2.97">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -85351,8 +81482,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5734" name="Constant_246276" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="5319" name="Constant_208250" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -85362,7 +81493,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5735" name="__module.model.layers.24.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5320" name="__module.model.layers.24.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85379,7 +81510,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4510">
+				<port id="2" precision="FP32" names="4757">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -85387,24 +81518,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5736" name="Constant_228977" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="5321" name="__module.model.layers.24.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5737" name="Constant_228982" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5322" name="__module.model.layers.24.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5323" name="__module.model.layers.24.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5738" name="__module.model.layers.24.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5324" name="__module.model.layers.24.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -85413,17 +81551,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4504">
+				<port id="5" precision="FP32" names="4751">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -85431,7 +81572,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5739" name="__module.model.layers.24.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5325" name="__module.model.layers.24.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85448,7 +81589,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4512">
+				<port id="2" precision="FP32" names="4759">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -85456,101 +81597,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5740" name="self.model.layers.24.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
-			<output>
-				<port id="0" precision="FP32" names="self.model.layers.24.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5741" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5742" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5743" name="__module.model.layers.24.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I64">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="FP32" names="4488,4489,4492,sin.97">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5744" name="Constant_29348" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="5745" name="__module.model.layers.24.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-				</port>
-				<port id="2" precision="I32" />
-			</input>
-			<output>
-				<port id="3" precision="FP32" names="4497">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5746" name="__module.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I64" />
-			</input>
-			<output>
-				<port id="2" precision="FP32" names="4498,sin.99">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5747" name="__module.model.layers.24.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5326" name="__module.model.layers.24.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85567,7 +81614,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4513">
+				<port id="2" precision="FP32" names="4760">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -85575,7 +81622,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5748" name="__module.model.layers.24.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="5327" name="__module.model.layers.24.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -85592,7 +81639,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4514">
+				<port id="2" precision="FP32" names="4761">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -85600,188 +81647,87 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5749" name="self.model.layers.24.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 4096" offset="3390242984" size="4194304" />
+		<layer id="5328" name="Constant_232073" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>4096</dim>
-				</port>
+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="5750" name="Convert_300585" type="Convert" version="opset1">
-			<data destination_type="f16" />
-			<input>
-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>4096</dim>
-				</port>
-			</input>
+		<layer id="5329" name="Constant_232066" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5751" name="self.model.layers.24.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 1" offset="3394437288" size="1024" />
+		<layer id="5330" name="Constant_232068" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>1024</dim>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5752" name="Convert_300588" type="Convert" version="opset1">
-			<data destination_type="f16" />
-			<input>
-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>1</dim>
-				</port>
-			</input>
+		<layer id="5331" name="Constant_232070" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
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 			</output>
 		</layer>
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-			<data axis="-1" />
+		<layer id="5350" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917144" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5351" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
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 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>-1</dim>
-					<dim>64</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>4</dim>
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4528">
+				<port id="2" precision="FP32" names="4715,k.49">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -86083,7 +81996,7 @@
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 			</output>
 		</layer>
-		<layer id="5783" name="__module.model.layers.24.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5352" name="__module.model.layers.24.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -86100,7 +82013,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4529">
+				<port id="2" precision="FP32" names="4762">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -86108,8 +82021,8 @@
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 			</output>
 		</layer>
-		<layer id="5784" name="__module.model.layers.24.self_attn/aten::add/Add_1" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="5353" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -86117,40 +82030,234 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5354" name="__module.model.layers.24.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="5355" name="__module.model.layers.24.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="4763,4768" />
+			</output>
+		</layer>
+		<layer id="5356" name="__module.model.layers.24.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
+			</input>
+			<output>
+				<port id="2" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5357" name="__module.model.layers.24.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="4765,4766,4770,4771" />
+			</output>
+		</layer>
+		<layer id="5358" name="Constant_161692" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5359" name="__module.model.layers.24.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5360" name="__module.model.layers.24.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5361" name="__module.model.layers.24.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5362" name="__module.model.layers.24.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5363" name="__module.model.layers.24.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4530">
+				<port id="5" precision="FP32" names="4772,x2.99">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>64</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5785" name="__module.model.layers.24.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
-			<data axis="-2" />
+		<layer id="5364" name="Constant_208251" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
+			<output>
+				<port id="0" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5365" name="__module.model.layers.24.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>64</dim>
 				</port>
 				<port id="1" precision="FP32">
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4773">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5366" name="__module.model.layers.24.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5367" name="__module.model.layers.24.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5368" name="__module.model.layers.24.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5369" name="__module.model.layers.24.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="present.24.key">
+				<port id="5" precision="FP32" names="4767">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5370" name="__module.model.layers.24.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+			<data axis="-1" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4775">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -86158,7 +82265,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5786" name="__module.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="5371" name="__module.model.layers.24.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -86166,50 +82274,93 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4542,4543,4544">
+				<port id="2" precision="FP32" names="4776">
 					<dim>-1</dim>
 					<dim>8</dim>
-					<dim>1</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5787" name="Constant_254985" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
+		<layer id="5372" name="__module.model.layers.24.self_attn/aten::add/Add_1" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
+				<port id="2" precision="FP32" names="4777">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5788" name="Constant_254986" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
+		<layer id="5373" name="__module.model.layers.24.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+			<data axis="-2" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I64" />
+				<port id="2" precision="FP32" names="present.24.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5789" name="Gather_254987" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="5374" name="__module.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
-				<port id="2" precision="I64" />
+				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4535">
+				<port id="2" precision="FP32" names="4789,4790,4791">
+					<dim>-1</dim>
+					<dim>8</dim>
 					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5790" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="5375" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86225,21 +82376,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5791" name="Constant_255661" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5376" name="Constant_215910" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5792" name="__module.model.layers.24.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="5377" name="__module.model.layers.24.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5793" name="__module.model.layers.24.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="5378" name="__module.model.layers.24.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -86251,34 +82402,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4536">
+				<port id="3" precision="I64" names="4783">
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 				</port>
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 		</layer>
-		<layer id="5794" name="Constant_206615" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="5379" name="Constant_194323" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="5795" name="Constant_216692" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="5380" name="Constant_199888" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5796" name="Constant_216693" type="Const" version="opset1">
+		<layer id="5381" name="Constant_199889" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5797" name="Gather_216694" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -86295,7 +82446,7 @@
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 			</output>
 		</layer>
-		<layer id="5798" name="__module.model.layers.24.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="5383" name="__module.model.layers.24.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -86312,12 +82463,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="4545">
+				<port id="4" precision="I64" names="4792">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5799" name="__module.model.layers.24.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="5384" name="__module.model.layers.24.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86332,7 +82483,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4546,hidden_states.733">
+				<port id="2" precision="FP32" names="4793,hidden_states.731">
 					<dim>-1</dim>
 					<dim>8</dim>
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@@ -86341,15 +82492,15 @@
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-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="5385" name="Constant_215631" type="Const" version="opset1">
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-		<layer id="5801" name="__module.model.layers.24.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
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 			<input>
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@@ -86364,7 +82515,7 @@
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 			<output>
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 					<dim>32</dim>
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@@ -86372,13 +82523,13 @@
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 		</layer>
-		<layer id="5802" name="Constant_293132" type="Const" version="opset1">
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 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="5803" name="Constant_293125" type="Const" version="opset1">
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@@ -86386,7 +82537,7 @@
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 			</output>
 		</layer>
-		<layer id="5804" name="Constant_293127" type="Const" version="opset1">
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 				<port id="0" precision="I64">
@@ -86394,7 +82545,7 @@
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 			</output>
 		</layer>
-		<layer id="5805" name="Constant_293129" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -86402,7 +82553,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5806" name="Concat_293130" type="Concat" version="opset1">
+		<layer id="5391" name="Concat_232058" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -86424,7 +82575,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5807" name="Broadcast_293133" type="Broadcast" version="opset3">
+		<layer id="5392" name="Broadcast_232061" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -86441,7 +82592,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5808" name="ReadValue_287221" type="ReadValue" version="opset6">
+		<layer id="5393" name="ReadValue_228328" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.24.valuepresent.24.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86460,13 +82611,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5809" name="Constant_281905" type="Const" version="opset1">
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 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="5810" name="Gather_281906" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86489,94 +82640,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="3394440360" size="4194304" />
+		<layer id="5396" name="self.model.layers.24.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2862364976" size="2097152" />
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 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="5812" name="Convert_300574" type="Convert" version="opset1">
+		<layer id="5397" name="Convert_257157" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="3398634664" size="1024" />
+		<layer id="5398" name="self.model.layers.24.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2864462128" size="16384" />
 			<output>
-				<port id="0" precision="U8">
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 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5814" name="Convert_300577" type="Convert" version="opset1">
+		<layer id="5399" name="Convert_257159" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5815" name="self.model.layers.24.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5400" name="self.model.layers.24.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="3398635688" size="2048" />
+		<layer id="5401" name="self.model.layers.24.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2864478512" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5817" name="self.model.layers.24.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5402" name="self.model.layers.24.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5403" name="Constant_257164" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="5404" name="Reshape_257165" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
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+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -86584,8 +82775,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5818" name="self.model.layers.24.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5405" name="__module.model.layers.24.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -86599,7 +82793,7 @@
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 			</output>
 		</layer>
-		<layer id="5819" name="__module.model.layers.24.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5406" name="__module.model.layers.24.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86613,22 +82807,22 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4709,value_states.49">
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 					<dim>-1</dim>
 					<dim>1024</dim>
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-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="5407" name="Constant_215632" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="5821" name="__module.model.layers.24.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="5408" name="__module.model.layers.24.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86641,7 +82835,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -86649,7 +82843,7 @@
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 			</output>
 		</layer>
-		<layer id="5822" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="5409" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -86657,7 +82851,7 @@
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 			</output>
 		</layer>
-		<layer id="5823" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5410" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -86670,7 +82864,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4476">
+				<port id="2" precision="FP32" names="4718">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -86678,7 +82872,7 @@
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 			</output>
 		</layer>
-		<layer id="5824" name="__module.model.layers.24.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5411" name="__module.model.layers.24.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86703,7 +82897,7 @@
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 			</output>
 		</layer>
-		<layer id="5825" name="__module.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="5412" name="__module.model.layers.24.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -86714,7 +82908,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4558,4559,4560">
+				<port id="2" precision="FP32" names="4805,4806,4807">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -86723,7 +82917,7 @@
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 			</output>
 		</layer>
-		<layer id="5826" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="5413" name="__module.model.layers.24.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86739,21 +82933,21 @@
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 			</output>
 		</layer>
-		<layer id="5827" name="Constant_255664" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5414" name="Constant_215913" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="5828" name="__module.model.layers.24.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="5415" name="__module.model.layers.24.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="5829" name="__module.model.layers.24.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="5416" name="__module.model.layers.24.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -86765,34 +82959,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="4799">
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 		</layer>
-		<layer id="5830" name="Constant_206633" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="5417" name="Constant_194341" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="5418" name="Constant_199898" type="Const" version="opset1">
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 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="5832" name="Constant_216703" type="Const" version="opset1">
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 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
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 		</layer>
-		<layer id="5833" name="Gather_216704" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -86809,7 +83003,7 @@
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 		</layer>
-		<layer id="5834" name="__module.model.layers.24.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="5421" name="__module.model.layers.24.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -86826,12 +83020,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="4808">
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 			</output>
 		</layer>
-		<layer id="5835" name="__module.model.layers.24.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="5422" name="__module.model.layers.24.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86846,7 +83040,7 @@
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 			<output>
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+				<port id="2" precision="FP32" names="4809,hidden_states.735">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -86855,15 +83049,15 @@
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 		</layer>
-		<layer id="5836" name="Constant_255256" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="5423" name="Constant_215633" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="5837" name="__module.model.layers.24.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="5424" name="__module.model.layers.24.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
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@@ -86878,7 +83072,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4813">
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 					<dim>-1</dim>
@@ -86886,7 +83080,7 @@
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-		<layer id="5838" name="__module.model.layers.24.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5425" name="__module.model.layers.24.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -86915,7 +83109,7 @@
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 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="4819,attn_output.97">
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 					<dim>32</dim>
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@@ -86923,7 +83117,7 @@
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 		</layer>
-		<layer id="5839" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="5426" name="__module.model.layers.24.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -86931,7 +83125,7 @@
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 			</output>
 		</layer>
-		<layer id="5840" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="5427" name="__module.model.layers.24.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -86944,7 +83138,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4820">
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -86952,16 +83146,70 @@
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 			</output>
 		</layer>
-		<layer id="5841" name="Constant_255257" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="5428" name="__module.model.layers.24.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5429" name="Constant_199878" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5430" name="Constant_199879" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5431" name="Gather_199880" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5842" name="__module.model.layers.24.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="5432" name="__module.model.layers.24.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="4822">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5433" name="__module.model.layers.24.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -86974,15 +83222,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4571">
+				<port id="2" precision="FP32" names="4823">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
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 			</output>
 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="3398637736" size="8388608" />
+		<layer id="5434" name="self.model.layers.24.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2864544048" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -86991,7 +83239,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5844" name="Convert_300606" type="Convert" version="opset1">
+		<layer id="5435" name="Convert_256527" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -87008,8 +83256,8 @@
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 			</output>
 		</layer>
-		<layer id="5845" name="self.model.layers.24.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3407026344" size="65536" />
+		<layer id="5436" name="self.model.layers.24.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2872932656" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -87018,7 +83266,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5846" name="Convert_300608" type="Convert" version="opset1">
+		<layer id="5437" name="Convert_256529" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -87035,7 +83283,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5847" name="self.model.layers.24.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5438" name="self.model.layers.24.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -87057,8 +83305,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5848" name="self.model.layers.24.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3407091880" size="262144" />
+		<layer id="5439" name="self.model.layers.24.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2872998192" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -87067,7 +83315,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5849" name="self.model.layers.24.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5440" name="self.model.layers.24.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -87089,7 +83337,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5850" name="Constant_300613" type="Const" version="opset1">
+		<layer id="5441" name="Constant_256534" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -87097,7 +83345,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5851" name="Reshape_300614" type="Reshape" version="opset1">
+		<layer id="5442" name="Reshape_256535" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -87116,8 +83364,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5852" name="self.model.layers.24.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5443" name="__module.model.layers.24.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -87131,13 +83382,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5853" name="__module.model.layers.24.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5444" name="__module.model.layers.24.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -87145,14 +83396,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4573,4575,hidden_states.739">
+				<port id="2" precision="FP32" names="4825,4827,hidden_states.737">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5854" name="__module.model.layers.24/aten::add/Add" type="Add" version="opset1">
+		<layer id="5445" name="__module.model.layers.24/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87167,15 +83418,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4578,4580,4591,hidden_states.741,hidden_states.743">
+				<port id="2" precision="FP32" names="4830,4832,4843,hidden_states.739,hidden_states.741">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="5855" name="Constant_246281" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="3407354024" size="16384" />
+		<layer id="5446" name="Constant_208255" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -87184,7 +83435,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5856" name="Constant_246280" type="Const" version="opset1">
+		<layer id="5447" name="Constant_208254" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -87194,7 +83445,7 @@
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 			</output>
 		</layer>
-		<layer id="5857" name="Constant_246278" type="Const" version="opset1">
+		<layer id="5448" name="Constant_208252" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -87204,7 +83455,7 @@
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 			</output>
 		</layer>
-		<layer id="5858" name="__module.model.layers.24.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="5449" name="__module.model.layers.24.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87219,22 +83470,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4581">
+				<port id="2" precision="FP32" names="4833">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="5859" name="Constant_17145" type="Const" version="opset1">
+		<layer id="5450" name="Constant_18979" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="4582">
+				<port id="0" precision="I64" names="4834">
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 		</layer>
-		<layer id="5860" name="__module.model.layers.24.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="5451" name="__module.model.layers.24.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87247,14 +83498,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4583,variance.99">
+				<port id="2" precision="FP32" names="4835,variance.99">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5861" name="Constant_246279" type="Const" version="opset1">
+		<layer id="5452" name="Constant_208253" type="Const" version="opset1">
 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -87264,7 +83515,7 @@
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 			</output>
 		</layer>
-		<layer id="5862" name="__module.model.layers.24.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="5453" name="__module.model.layers.24.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87279,14 +83530,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4584">
+				<port id="2" precision="FP32" names="4836">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="5863" name="__module.model.layers.24.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="5454" name="__module.model.layers.24.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -87302,7 +83553,7 @@
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 			</output>
 		</layer>
-		<layer id="5864" name="__module.model.layers.24.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="5455" name="__module.model.layers.24.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87317,14 +83568,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4585">
+				<port id="2" precision="FP32" names="4837">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="5865" name="__module.model.layers.24.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5456" name="__module.model.layers.24.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87339,14 +83590,14 @@
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 			<output>
-				<port id="2" precision="FP32" names="4586,4587,hidden_states.745,hidden_states.747">
+				<port id="2" precision="FP32" names="4838,4839,hidden_states.743,hidden_states.745">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="5866" name="__module.model.layers.24.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5457" name="__module.model.layers.24.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -87361,15 +83612,15 @@
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 			<output>
-				<port id="2" precision="FP32" names="4588,4590">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="5867" name="self.model.layers.24.mlp.gate_proj.weight" type="Const" version="opset1">
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+		<layer id="5458" name="self.model.layers.24.mlp.gate_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 128" offset="2873276720" size="29360128" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -87378,7 +83629,7 @@
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 		</layer>
-		<layer id="5868" name="Convert_300628" type="Convert" version="opset1">
+		<layer id="5459" name="Convert_255807" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -87395,8 +83646,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="3436730536" size="229376" />
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+			<data element_type="u4" shape="14336, 32, 1" offset="2902636848" size="229376" />
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@@ -87405,7 +83656,7 @@
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-		<layer id="5870" name="Convert_300630" type="Convert" version="opset1">
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@@ -87422,7 +83673,7 @@
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@@ -87444,8 +83695,8 @@
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+		<layer id="5463" name="self.model.layers.24.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -87454,7 +83705,7 @@
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@@ -87476,15 +83727,15 @@
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-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="5465" name="Constant_255814" type="Const" version="opset1">
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-		<layer id="5875" name="Reshape_300636" type="Reshape" version="opset1">
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@@ -87503,8 +83754,11 @@
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-		<layer id="5876" name="self.model.layers.24.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5467" name="__module.model.layers.24.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
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@@ -87518,7 +83772,7 @@
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-		<layer id="5877" name="__module.model.layers.24.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -87532,14 +83786,14 @@
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 			<output>
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-		<layer id="5878" name="__module.model.layers.24.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="5469" name="__module.model.layers.24.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 				<port id="0" precision="FP32">
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@@ -87548,15 +83802,15 @@
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 			<output>
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-			<data element_type="u4" shape="14336, 32, 128" offset="3437877416" size="29360128" />
+		<layer id="5470" name="self.model.layers.24.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -87565,7 +83819,7 @@
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-		<layer id="5880" name="Convert_300617" type="Convert" version="opset1">
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 			<input>
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@@ -87582,8 +83836,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="3467237544" size="229376" />
+		<layer id="5472" name="self.model.layers.24.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="2933143856" size="229376" />
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 				<port id="0" precision="U4">
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@@ -87592,7 +83846,7 @@
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-		<layer id="5882" name="Convert_300619" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -87609,7 +83863,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -87631,8 +83885,8 @@
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 				<port id="0" precision="FP16">
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@@ -87641,7 +83895,7 @@
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@@ -87663,15 +83917,15 @@
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+		<layer id="5477" name="Constant_255804" type="Const" version="opset1">
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-		<layer id="5887" name="Reshape_300625" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -87690,8 +83944,11 @@
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 		</layer>
-		<layer id="5888" name="self.model.layers.24.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5479" name="__module.model.layers.24.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -87705,7 +83962,7 @@
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-		<layer id="5889" name="__module.model.layers.24.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
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@@ -87719,14 +83976,14 @@
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-		<layer id="5890" name="__module.model.layers.24.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5481" name="__module.model.layers.24.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
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@@ -87741,15 +83998,15 @@
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+		<layer id="5482" name="self.model.layers.24.mlp.down_proj.weight" type="Const" version="opset1">
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@@ -87758,7 +84015,7 @@
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-		<layer id="5892" name="Convert_300639" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -87775,8 +84032,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="3497744552" size="229376" />
+		<layer id="5484" name="self.model.layers.24.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
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 				<port id="0" precision="U4">
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@@ -87785,7 +84042,7 @@
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-		<layer id="5894" name="Convert_300641" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -87802,7 +84059,7 @@
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@@ -87824,8 +84081,8 @@
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 				<port id="0" precision="FP16">
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@@ -87834,7 +84091,7 @@
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@@ -87856,15 +84113,15 @@
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@@ -87883,8 +84140,11 @@
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+		<layer id="5491" name="__module.model.layers.24.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 				<port id="0" precision="FP16">
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@@ -87898,7 +84158,7 @@
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@@ -87951,7 +84211,7 @@
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-		<layer id="5907" name="Constant_17216" type="Const" version="opset1">
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+		<layer id="5509" name="Convert_256539" type="Convert" version="opset1">
+			<data destination_type="f16" />
+			<input>
+				<port id="0" precision="U4">
+					<dim>4096</dim>
+					<dim>32</dim>
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 			<output>
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+					<dim>32</dim>
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 		</layer>
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+		<layer id="5510" name="self.model.layers.25.self_attn.q_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="I64">
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+				<port id="0" precision="FP16">
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+					<dim>128</dim>
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+					<dim>32</dim>
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 			<output>
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+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5511" name="self.model.layers.25.self_attn.q_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2973268272" size="262144" />
 			<output>
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+					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
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-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5512" name="self.model.layers.25.self_attn.q_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>128</dim>
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+				<port id="1" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
+			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
-				<port id="3" precision="I64">
-					<dim>1</dim>
+			</output>
+		</layer>
+		<layer id="5513" name="Constant_256544" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="139917104" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5514" name="Reshape_256545" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
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 			</input>
 			<output>
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-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="2" precision="FP16">
+					<dim>4096</dim>
+					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5946" name="Constant_29351" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="5515" name="__module.model.layers.25.self_attn.q_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
+			<input>
+				<port id="0" precision="FP16">
+					<dim>4096</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="I32" />
+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>4096</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="5947" name="__module.model.layers.25.self_attn/aten::index/Gather" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="5516" name="__module.model.layers.25.self_attn.q_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
+			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>128</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
 				</port>
-				<port id="1" precision="I32">
+				<port id="1" precision="FP32">
+					<dim>4096</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4885,query_states.51">
+					<dim>-1</dim>
 					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5517" name="Constant_215634" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917112" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5518" name="__module.model.layers.25.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
 					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
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+				<port id="1" precision="I64">
+					<dim>4</dim>
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-				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4891">
 					<dim>-1</dim>
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5948" name="__module.model.layers.25.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="5519" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917144" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5520" name="__module.model.layers.25.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4665,cos.103">
+				<port id="2" precision="FP32" names="4892,q.51">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5949" name="__module.model.layers.25.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5521" name="__module.model.layers.25.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88615,7 +84644,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="4926">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -88623,23 +84652,7 @@
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 			</output>
 		</layer>
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-				<port id="0" precision="I64">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="5952" name="__module.model.layers.25.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="5522" name="__module.model.layers.25.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88655,13 +84668,13 @@
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 			</output>
 		</layer>
-		<layer id="5953" name="__module.model.layers.25.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="5523" name="__module.model.layers.25.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5954" name="__module.model.layers.25.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="5524" name="__module.model.layers.25.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -88671,10 +84684,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="4927,4932" />
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 		</layer>
-		<layer id="5955" name="__module.model.layers.25.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="5525" name="__module.model.layers.25.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -88684,23 +84697,23 @@
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 			</output>
 		</layer>
-		<layer id="5956" name="__module.model.layers.25.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="5526" name="__module.model.layers.25.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4672,4673,4677,4678" />
+				<port id="1" precision="I64" names="4929,4930,4934,4935" />
 			</output>
 		</layer>
-		<layer id="5957" name="Constant_254350" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5527" name="Constant_161706" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5958" name="__module.model.layers.25.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="5528" name="__module.model.layers.25.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -88714,53 +84727,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5959" name="Constant_229199" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5529" name="__module.model.layers.25.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="5960" name="ScatterUpdate_229202" type="ScatterUpdate" version="opset3">
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 				<port id="0" precision="I64">
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-				<port id="2" precision="I64">
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-				<port id="3" precision="I32">
 					<dim>1</dim>
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-			<output>
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-				</port>
 			</output>
 		</layer>
-		<layer id="5961" name="Constant_229205" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="5530" name="__module.model.layers.25.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5962" name="Constant_229208" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5531" name="__module.model.layers.25.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5963" name="__module.model.layers.25.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5532" name="__module.model.layers.25.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -88769,17 +84760,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4679,x2.101">
+				<port id="5" precision="FP32" names="4936,x2.101">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -88787,8 +84781,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5964" name="Constant_246286" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="5533" name="Constant_208260" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -88798,7 +84792,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5965" name="__module.model.layers.25.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5534" name="__module.model.layers.25.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88815,7 +84809,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4680">
+				<port id="2" precision="FP32" names="4937">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -88823,24 +84817,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5966" name="Constant_229253" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="5535" name="__module.model.layers.25.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5967" name="Constant_229258" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5536" name="__module.model.layers.25.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5537" name="__module.model.layers.25.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5968" name="__module.model.layers.25.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5538" name="__module.model.layers.25.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -88849,17 +84850,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="4931">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -88867,7 +84871,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5969" name="__module.model.layers.25.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5539" name="__module.model.layers.25.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -88884,7 +84888,32 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4682">
+				<port id="2" precision="FP32" names="4939">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5540" name="__module.model.layers.25.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="4940">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -88892,16 +84921,46 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5970" name="self.model.layers.25.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
+		<layer id="5541" name="__module.model.layers.25.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.25.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="4941">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5971" name="__module.model.layers.25.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+		<layer id="5542" name="Constant_232099" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="5543" name="Constant_232092" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5544" name="Constant_232094" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -88909,20 +84968,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5972" name="__module.model.layers.25.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5545" name="Constant_232096" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5973" name="__module.model.layers.25.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5546" name="Concat_232097" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -88935,195 +84993,204 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4658,4659,4662,sin.101">
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5974" name="Constant_29354" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="5975" name="__module.model.layers.25.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="5547" name="Broadcast_232100" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="4667">
-					<dim>-1</dim>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5976" name="__module.model.layers.25.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="5548" name="ReadValue_228330" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.25.keypresent.25.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4668,sin.103">
+				<port id="1" precision="FP32" names="past_key_values.25.key">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5977" name="__module.model.layers.25.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="5549" name="Constant_225194" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
-				<port id="2" precision="FP32" names="4683">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5978" name="__module.model.layers.25.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="5550" name="Gather_225195" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
+				<port id="1" precision="I32">
 					<dim>-1</dim>
-					<dim>128</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4684">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="3515697320" size="4194304" />
+		<layer id="5551" name="self.model.layers.25.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="2973530416" size="2097152" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5980" name="Convert_300662" type="Convert" version="opset1">
+		<layer id="5552" name="Convert_257187" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5981" name="self.model.layers.25.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="1024, 1" offset="3519891624" size="1024" />
+		<layer id="5553" name="self.model.layers.25.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2975627568" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5982" name="Convert_300665" type="Convert" version="opset1">
+		<layer id="5554" name="Convert_257189" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5983" name="self.model.layers.25.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5555" name="self.model.layers.25.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5984" name="self.model.layers.25.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="3519892648" size="2048" />
+		<layer id="5556" name="self.model.layers.25.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="2975643952" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5985" name="self.model.layers.25.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5557" name="self.model.layers.25.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5558" name="Constant_257194" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5559" name="Reshape_257195" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -89131,8 +85198,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5986" name="self.model.layers.25.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5560" name="__module.model.layers.25.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -89146,7 +85216,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5987" name="__module.model.layers.25.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5561" name="__module.model.layers.25.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89160,22 +85230,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4635,key_states.105">
+				<port id="2" precision="FP32" names="4887,key_states.105">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5988" name="Constant_255259" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="5562" name="Constant_215635" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="5989" name="__module.model.layers.25.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="5563" name="__module.model.layers.25.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89188,7 +85258,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4642">
+				<port id="2" precision="FP32" names="4894">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -89196,7 +85266,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5990" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="5564" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -89204,7 +85274,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5991" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="5565" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -89217,7 +85287,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4643,key_states.107">
+				<port id="2" precision="FP32" names="4895,k.51">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -89225,7 +85295,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5992" name="__module.model.layers.25.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="5566" name="__module.model.layers.25.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89242,7 +85312,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4685">
+				<port id="2" precision="FP32" names="4942">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -89250,23 +85320,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5993" name="Constant_229302" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="5994" name="Constant_229301" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="5995" name="__module.model.layers.25.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="5567" name="__module.model.layers.25.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89282,13 +85336,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="5996" name="__module.model.layers.25.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="5568" name="__module.model.layers.25.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="5997" name="__module.model.layers.25.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="5569" name="__module.model.layers.25.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -89298,10 +85352,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4686,4691" />
+				<port id="3" precision="I64" names="4943,4948" />
 			</output>
 		</layer>
-		<layer id="5998" name="__module.model.layers.25.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="5570" name="__module.model.layers.25.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -89311,23 +85365,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="5999" name="__module.model.layers.25.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="5571" name="__module.model.layers.25.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4688,4689,4693,4694" />
+				<port id="1" precision="I64" names="4945,4946,4950,4951" />
 			</output>
 		</layer>
-		<layer id="6000" name="Constant_254352" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5572" name="Constant_161707" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6001" name="__module.model.layers.25.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="5573" name="__module.model.layers.25.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -89341,53 +85395,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6002" name="Constant_229300" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5574" name="__module.model.layers.25.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6003" name="ScatterUpdate_229303" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="6004" name="Constant_229306" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="5575" name="__module.model.layers.25.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6005" name="Constant_229309" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5576" name="__module.model.layers.25.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6006" name="__module.model.layers.25.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5577" name="__module.model.layers.25.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -89396,17 +85428,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4695,x2.103">
+				<port id="5" precision="FP32" names="4952,x2.103">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -89414,8 +85449,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6007" name="Constant_246287" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="5578" name="Constant_208261" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -89425,7 +85460,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6008" name="__module.model.layers.25.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5579" name="__module.model.layers.25.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89442,7 +85477,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4696">
+				<port id="2" precision="FP32" names="4953">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -89450,24 +85485,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6009" name="Constant_229354" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="5580" name="__module.model.layers.25.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6010" name="Constant_229359" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5581" name="__module.model.layers.25.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5582" name="__module.model.layers.25.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6011" name="__module.model.layers.25.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5583" name="__module.model.layers.25.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -89476,17 +85518,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4690">
+				<port id="5" precision="FP32" names="4947">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -89494,7 +85539,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6012" name="__module.model.layers.25.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5584" name="__module.model.layers.25.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89511,7 +85556,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4698">
+				<port id="2" precision="FP32" names="4955">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -89519,7 +85564,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6013" name="__module.model.layers.25.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5585" name="__module.model.layers.25.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89536,7 +85581,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4699">
+				<port id="2" precision="FP32" names="4956">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -89544,7 +85589,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6014" name="__module.model.layers.25.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="5586" name="__module.model.layers.25.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89561,7 +85606,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4700">
+				<port id="2" precision="FP32" names="4957">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -89569,7 +85614,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6015" name="__module.model.layers.25.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5587" name="__module.model.layers.25.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89594,7 +85639,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6016" name="__module.model.layers.25.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="5588" name="__module.model.layers.25.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -89605,7 +85650,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4712,4713,4714">
+				<port id="2" precision="FP32" names="4969,4970,4971">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -89614,38 +85659,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6017" name="Constant_255001" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6018" name="Constant_255002" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
-			<output>
-				<port id="0" precision="I64" />
-			</output>
-		</layer>
-		<layer id="6019" name="Gather_255003" type="Gather" version="opset8">
-			<data batch_dims="0" />
-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="2" precision="I64" />
-			</input>
-			<output>
-				<port id="3" precision="I64" names="4705">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6020" name="__module.model.layers.25.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="5589" name="__module.model.layers.25.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89661,21 +85675,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6021" name="Constant_255670" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5590" name="Constant_215916" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6022" name="__module.model.layers.25.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="5591" name="__module.model.layers.25.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6023" name="__module.model.layers.25.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="5592" name="__module.model.layers.25.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -89687,34 +85701,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4706">
+				<port id="3" precision="I64" names="4963">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6024" name="Constant_206651" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="5593" name="Constant_194359" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6025" name="Constant_216727" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="5594" name="Constant_199923" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6026" name="Constant_216728" type="Const" version="opset1">
+		<layer id="5595" name="Constant_199924" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6027" name="Gather_216729" type="Gather" version="opset8">
+		<layer id="5596" name="Gather_199925" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -89731,7 +85745,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6028" name="__module.model.layers.25.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="5597" name="__module.model.layers.25.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -89748,12 +85762,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="4715">
+				<port id="4" precision="I64" names="4972">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6029" name="__module.model.layers.25.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="5598" name="__module.model.layers.25.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -89768,7 +85782,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4716,hidden_states.763">
+				<port id="2" precision="FP32" names="4973,hidden_states.761">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -89777,15 +85791,15 @@
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 			</output>
 		</layer>
-		<layer id="6030" name="Constant_255260" type="Const" version="opset1">
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@@ -89800,7 +85814,7 @@
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 			<output>
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@@ -89808,13 +85822,13 @@
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-		<layer id="6033" name="Constant_293151" type="Const" version="opset1">
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@@ -89822,7 +85836,7 @@
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 		</layer>
-		<layer id="6034" name="Constant_293153" type="Const" version="opset1">
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@@ -89830,7 +85844,7 @@
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 		</layer>
-		<layer id="6035" name="Constant_293155" type="Const" version="opset1">
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@@ -89838,7 +85852,7 @@
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 			</output>
 		</layer>
-		<layer id="6036" name="Concat_293156" type="Concat" version="opset1">
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 			<input>
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@@ -89860,7 +85874,7 @@
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-		<layer id="6037" name="Broadcast_293159" type="Broadcast" version="opset3">
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 			<input>
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@@ -89877,7 +85891,7 @@
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 			</output>
 		</layer>
-		<layer id="6038" name="ReadValue_287225" type="ReadValue" version="opset6">
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@@ -89896,13 +85910,13 @@
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 		</layer>
-		<layer id="6039" name="Constant_281911" type="Const" version="opset1">
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-		<layer id="6040" name="Gather_281912" type="Gather" version="opset8">
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 				<port id="0" precision="FP32">
@@ -89925,94 +85939,134 @@
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-			<data element_type="u8" shape="1024, 4096" offset="3519894696" size="4194304" />
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+					<dim>32</dim>
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 		</layer>
-		<layer id="6042" name="Convert_300651" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
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-			<data element_type="u8" shape="1024, 1" offset="3524089000" size="1024" />
+		<layer id="5612" name="self.model.layers.25.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="2977806640" size="16384" />
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 					<dim>1024</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="6044" name="Convert_300654" type="Convert" version="opset1">
+		<layer id="5613" name="Convert_257179" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="6045" name="self.model.layers.25.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5614" name="self.model.layers.25.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
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 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="3524090024" size="2048" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
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+		<layer id="5616" name="self.model.layers.25.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+		</layer>
+		<layer id="5617" name="Constant_257184" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
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+		<layer id="5618" name="Reshape_257185" type="Reshape" version="opset1">
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+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -90020,8 +86074,11 @@
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 		</layer>
-		<layer id="6048" name="self.model.layers.25.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -90035,7 +86092,7 @@
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 		</layer>
-		<layer id="6049" name="__module.model.layers.25.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -90049,22 +86106,22 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>1024</dim>
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 				<port id="0" precision="I64">
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 			<data special_zero="true" />
 			<input>
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@@ -90077,7 +86134,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -90085,7 +86142,7 @@
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-		<layer id="6052" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -90093,7 +86150,7 @@
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 		</layer>
-		<layer id="6053" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5624" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -90106,7 +86163,7 @@
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 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -90114,7 +86171,7 @@
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 		</layer>
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 			<input>
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@@ -90139,7 +86196,7 @@
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -90150,7 +86207,7 @@
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 			<output>
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 					<dim>8</dim>
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@@ -90159,7 +86216,7 @@
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 		</layer>
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 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90175,21 +86232,21 @@
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 				<port id="0" precision="I64">
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 		</layer>
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 			<input>
 				<port id="0" precision="I64">
@@ -90201,34 +86258,34 @@
 				<port id="2" precision="I32" />
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 			<output>
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 				<port id="0" precision="I64">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6062" name="Constant_216738" type="Const" version="opset1">
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 		</layer>
-		<layer id="6063" name="Gather_216739" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -90245,7 +86302,7 @@
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 		</layer>
-		<layer id="6064" name="__module.model.layers.25.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -90262,12 +86319,12 @@
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 			</input>
 			<output>
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 		</layer>
-		<layer id="6065" name="__module.model.layers.25.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
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 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90282,7 +86339,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -90291,15 +86348,15 @@
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-		<layer id="6066" name="Constant_255262" type="Const" version="opset1">
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+		<layer id="5637" name="Constant_215638" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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@@ -90314,7 +86371,7 @@
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@@ -90322,7 +86379,7 @@
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+		<layer id="5639" name="__module.model.layers.25.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
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@@ -90351,7 +86408,7 @@
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 			<output>
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@@ -90359,7 +86416,7 @@
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-		<layer id="6069" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="5640" name="__module.model.layers.25.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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@@ -90367,7 +86424,7 @@
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 		</layer>
-		<layer id="6070" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="5641" name="__module.model.layers.25.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -90380,7 +86437,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
@@ -90388,16 +86445,70 @@
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-		<layer id="6071" name="Constant_255263" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="5642" name="__module.model.layers.25.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5643" name="Constant_199913" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5644" name="Constant_199914" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5645" name="Gather_199915" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
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+				<port id="2" precision="I64" />
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+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
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 		</layer>
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-			<data special_zero="true" />
+		<layer id="5646" name="__module.model.layers.25.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
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+				<port id="1" precision="I64">
+					<dim>1</dim>
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+			<output>
+				<port id="2" precision="I64" names="5002">
+					<dim>3</dim>
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+			</output>
+		</layer>
+		<layer id="5647" name="__module.model.layers.25.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -90410,15 +86521,15 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5003">
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 					<dim>-1</dim>
 					<dim>-1</dim>
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-			<data element_type="u4" shape="4096, 32, 128" offset="3524092072" size="8388608" />
+		<layer id="5648" name="self.model.layers.25.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="2977888560" size="8388608" />
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 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -90427,7 +86538,7 @@
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 			</output>
 		</layer>
-		<layer id="6074" name="Convert_300683" type="Convert" version="opset1">
+		<layer id="5649" name="Convert_256547" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -90444,8 +86555,8 @@
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-		<layer id="6075" name="self.model.layers.25.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3532480680" size="65536" />
+		<layer id="5650" name="self.model.layers.25.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="2986277168" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -90454,7 +86565,7 @@
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 			</output>
 		</layer>
-		<layer id="6076" name="Convert_300685" type="Convert" version="opset1">
+		<layer id="5651" name="Convert_256549" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -90471,7 +86582,7 @@
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 			</output>
 		</layer>
-		<layer id="6077" name="self.model.layers.25.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5652" name="self.model.layers.25.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -90493,8 +86604,8 @@
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 			</output>
 		</layer>
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-			<data element_type="f16" shape="4096, 32, 1" offset="3532546216" size="262144" />
+		<layer id="5653" name="self.model.layers.25.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="2986342704" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -90503,7 +86614,7 @@
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 			</output>
 		</layer>
-		<layer id="6079" name="self.model.layers.25.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5654" name="self.model.layers.25.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -90525,7 +86636,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6080" name="Constant_300690" type="Const" version="opset1">
+		<layer id="5655" name="Constant_256554" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -90533,7 +86644,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6081" name="Reshape_300691" type="Reshape" version="opset1">
+		<layer id="5656" name="Reshape_256555" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -90552,8 +86663,11 @@
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 			</output>
 		</layer>
-		<layer id="6082" name="self.model.layers.25.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5657" name="__module.model.layers.25.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -90567,13 +86681,13 @@
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 			</output>
 		</layer>
-		<layer id="6083" name="__module.model.layers.25.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5658" name="__module.model.layers.25.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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+					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -90581,14 +86695,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4743,4745,hidden_states.769">
+				<port id="2" precision="FP32" names="5005,5007,hidden_states.767">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 			</output>
 		</layer>
-		<layer id="6084" name="__module.model.layers.25/aten::add/Add" type="Add" version="opset1">
+		<layer id="5659" name="__module.model.layers.25/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90603,15 +86717,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="3532808360" size="16384" />
+		<layer id="5660" name="Constant_208265" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -90620,7 +86734,7 @@
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 		</layer>
-		<layer id="6086" name="Constant_246290" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -90630,7 +86744,7 @@
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 			</output>
 		</layer>
-		<layer id="6087" name="Constant_246288" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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@@ -90640,7 +86754,7 @@
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 			</output>
 		</layer>
-		<layer id="6088" name="__module.model.layers.25.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
+		<layer id="5663" name="__module.model.layers.25.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90655,22 +86769,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="6089" name="Constant_17821" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
-				<port id="0" precision="I64" names="4752">
+				<port id="0" precision="I64" names="5014">
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 		</layer>
-		<layer id="6090" name="__module.model.layers.25.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="5665" name="__module.model.layers.25.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90683,14 +86797,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4753,variance.103">
+				<port id="2" precision="FP32" names="5015,variance.103">
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 					<dim>-1</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="6091" name="Constant_246289" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -90700,7 +86814,7 @@
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 			</output>
 		</layer>
-		<layer id="6092" name="__module.model.layers.25.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="5667" name="__module.model.layers.25.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90715,14 +86829,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4754">
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 					<dim>-1</dim>
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-		<layer id="6093" name="__module.model.layers.25.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="5668" name="__module.model.layers.25.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -90738,7 +86852,7 @@
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 		</layer>
-		<layer id="6094" name="__module.model.layers.25.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="5669" name="__module.model.layers.25.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -90753,14 +86867,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="6095" name="__module.model.layers.25.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5670" name="__module.model.layers.25.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -90775,14 +86889,14 @@
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 			<output>
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-		<layer id="6096" name="__module.model.layers.25.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -90797,15 +86911,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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+		<layer id="5672" name="self.model.layers.25.mlp.gate_proj.weight" type="Const" version="opset1">
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@@ -90814,7 +86928,7 @@
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-		<layer id="6098" name="Convert_300705" type="Convert" version="opset1">
+		<layer id="5673" name="Convert_255837" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -90831,8 +86945,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="3562184872" size="229376" />
+		<layer id="5674" name="self.model.layers.25.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
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@@ -90841,7 +86955,7 @@
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 		</layer>
-		<layer id="6100" name="Convert_300707" type="Convert" version="opset1">
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@@ -90858,7 +86972,7 @@
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 		</layer>
-		<layer id="6101" name="self.model.layers.25.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5676" name="self.model.layers.25.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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@@ -90880,8 +86994,8 @@
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-			<data element_type="f16" shape="14336, 32, 1" offset="3562414248" size="917504" />
+		<layer id="5677" name="self.model.layers.25.mlp.gate_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="3016210736" size="917504" />
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 				<port id="0" precision="FP16">
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@@ -90890,7 +87004,7 @@
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@@ -90912,15 +87026,15 @@
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-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="5679" name="Constant_255844" type="Const" version="opset1">
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-		<layer id="6105" name="Reshape_300713" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -90939,8 +87053,11 @@
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 		</layer>
-		<layer id="6106" name="self.model.layers.25.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5681" name="__module.model.layers.25.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -90954,7 +87071,7 @@
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 		</layer>
-		<layer id="6107" name="__module.model.layers.25.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5682" name="__module.model.layers.25.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -90968,14 +87085,14 @@
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 			<output>
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-		<layer id="6108" name="__module.model.layers.25.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
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 				<port id="0" precision="FP32">
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@@ -90984,101 +87101,141 @@
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 			<output>
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 					<dim>14336</dim>
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-			<data element_type="u8" shape="14336, 4096" offset="3563331752" size="58720256" />
+		<layer id="5684" name="self.model.layers.25.mlp.up_proj.weight" type="Const" version="opset1">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="6110" name="Convert_300695" type="Convert" version="opset1">
+		<layer id="5685" name="Convert_255827" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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-			<data element_type="u8" shape="14336, 1" offset="3622052008" size="14336" />
+		<layer id="5686" name="self.model.layers.25.mlp.up_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="3046488368" size="229376" />
 			<output>
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 			</output>
 		</layer>
-		<layer id="6112" name="Convert_300698" type="Convert" version="opset1">
+		<layer id="5687" name="Convert_255829" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 				</port>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="6113" name="self.model.layers.25.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5688" name="self.model.layers.25.mlp.up_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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 		</layer>
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-			<data element_type="f16" shape="14336, 1" offset="3622066344" size="28672" />
+		<layer id="5689" name="self.model.layers.25.mlp.up_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="14336, 32, 1" offset="3046717744" size="917504" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="6115" name="self.model.layers.25.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5690" name="self.model.layers.25.mlp.up_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5691" name="Constant_255834" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5692" name="Reshape_255835" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>14336</dim>
@@ -91086,8 +87243,11 @@
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 		</layer>
-		<layer id="6116" name="self.model.layers.25.mlp.up_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5693" name="__module.model.layers.25.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -91101,7 +87261,7 @@
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 		</layer>
-		<layer id="6117" name="__module.model.layers.25.mlp.up_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5694" name="__module.model.layers.25.mlp.up_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -91115,14 +87275,14 @@
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 			</input>
 			<output>
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 					<dim>14336</dim>
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 		</layer>
-		<layer id="6118" name="__module.model.layers.25.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5695" name="__module.model.layers.25.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -91137,15 +87297,15 @@
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 			</input>
 			<output>
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 					<dim>14336</dim>
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+		<layer id="5696" name="self.model.layers.25.mlp.down_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -91154,7 +87314,7 @@
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 			</output>
 		</layer>
-		<layer id="6120" name="Convert_300716" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -91171,8 +87331,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="3651455144" size="229376" />
+		<layer id="5698" name="self.model.layers.25.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="3076995376" size="229376" />
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 				<port id="0" precision="U4">
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@@ -91181,7 +87341,7 @@
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 			</output>
 		</layer>
-		<layer id="6122" name="Convert_300718" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -91198,7 +87358,7 @@
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 		</layer>
-		<layer id="6123" name="self.model.layers.25.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -91220,8 +87380,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="3651684520" size="917504" />
+		<layer id="5701" name="self.model.layers.25.mlp.down_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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@@ -91230,7 +87390,7 @@
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 		</layer>
-		<layer id="6125" name="self.model.layers.25.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -91252,15 +87412,15 @@
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-		<layer id="6126" name="Constant_300723" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="316431520" size="8" />
+		<layer id="5703" name="Constant_255854" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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-		<layer id="6127" name="Reshape_300724" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -91279,8 +87439,11 @@
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 		</layer>
-		<layer id="6128" name="self.model.layers.25.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5705" name="__module.model.layers.25.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -91294,7 +87457,7 @@
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 		</layer>
-		<layer id="6129" name="__module.model.layers.25.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5706" name="__module.model.layers.25.mlp.down_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -91308,14 +87471,14 @@
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 			<output>
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@@ -91330,15 +87493,15 @@
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 			<output>
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+		<layer id="5708" name="Constant_208269" type="Const" version="opset1">
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@@ -91347,7 +87510,7 @@
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-		<layer id="6132" name="Constant_246294" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
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@@ -91357,7 +87520,7 @@
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-		<layer id="6133" name="Constant_246292" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
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@@ -91367,7 +87530,7 @@
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@@ -91382,22 +87545,22 @@
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@@ -91427,7 +87590,7 @@
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@@ -91465,7 +87628,7 @@
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@@ -91626,8 +87829,11 @@
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 			<data destination_type="f32" />
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@@ -91641,7 +87847,7 @@
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@@ -91670,7 +87876,7 @@
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-		<layer id="6174" name="Constant_29357" type="Const" version="opset1">
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-				<port id="0" precision="I32" />
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
-					<dim>128</dim>
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-				<port id="0" precision="FP32">
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-					<dim>-1</dim>
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-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="6177" name="__module.model.layers.26.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="5735" name="__module.model.layers.26.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -92011,7 +87943,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4839">
+				<port id="2" precision="FP32" names="5106">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -92019,23 +87951,7 @@
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 			</output>
 		</layer>
-		<layer id="6178" name="Constant_229477" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="6180" name="__module.model.layers.26.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="5736" name="__module.model.layers.26.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -92051,13 +87967,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6181" name="__module.model.layers.26.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="5737" name="__module.model.layers.26.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6182" name="__module.model.layers.26.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="5738" name="__module.model.layers.26.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -92067,10 +87983,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4840,4845" />
+				<port id="3" precision="I64" names="5107,5112" />
 			</output>
 		</layer>
-		<layer id="6183" name="__module.model.layers.26.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="5739" name="__module.model.layers.26.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -92080,23 +87996,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6184" name="__module.model.layers.26.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="5740" name="__module.model.layers.26.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="4842,4843,4847,4848" />
+				<port id="1" precision="I64" names="5109,5110,5114,5115" />
 			</output>
 		</layer>
-		<layer id="6185" name="Constant_254362" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5741" name="Constant_161721" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6186" name="__module.model.layers.26.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="5742" name="__module.model.layers.26.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -92110,53 +88026,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6187" name="Constant_229475" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5743" name="__module.model.layers.26.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="6188" name="ScatterUpdate_229478" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
-					<dim>1</dim>
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-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="6189" name="Constant_229481" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="5744" name="__module.model.layers.26.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6190" name="Constant_229484" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5745" name="__module.model.layers.26.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6191" name="__module.model.layers.26.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5746" name="__module.model.layers.26.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -92165,17 +88059,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4849,x2.105">
+				<port id="5" precision="FP32" names="5116,x2.105">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -92183,8 +88080,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6192" name="Constant_246296" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="5747" name="Constant_208270" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -92194,7 +88091,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6193" name="__module.model.layers.26.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5748" name="__module.model.layers.26.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -92211,7 +88108,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4850">
+				<port id="2" precision="FP32" names="5117">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -92219,24 +88116,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6194" name="Constant_229529" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="5749" name="__module.model.layers.26.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6195" name="Constant_229534" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5750" name="__module.model.layers.26.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5751" name="__module.model.layers.26.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6196" name="__module.model.layers.26.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5752" name="__module.model.layers.26.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -92245,17 +88149,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4844">
+				<port id="5" precision="FP32" names="5111">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -92263,7 +88170,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6197" name="__module.model.layers.26.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5753" name="__module.model.layers.26.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -92280,7 +88187,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4852">
+				<port id="2" precision="FP32" names="5119">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -92288,16 +88195,71 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6198" name="self.model.layers.26.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
+		<layer id="5754" name="__module.model.layers.26.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5120">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5755" name="__module.model.layers.26.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.26.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="5121">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6199" name="__module.model.layers.26.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+		<layer id="5756" name="Constant_232125" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="5757" name="Constant_232118" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5758" name="Constant_232120" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -92305,20 +88267,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6200" name="__module.model.layers.26.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5759" name="Constant_232122" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6201" name="__module.model.layers.26.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5760" name="Concat_232123" type="Concat" version="opset1">
+			<data axis="0" />
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+		<layer id="5767" name="self.model.layers.26.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
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 				<port id="1" precision="FP16">
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 				<port id="0" precision="FP16">
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 			<input>
 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
 					<dim>1024</dim>
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 					<dim>1</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="5772" name="Constant_257214" type="Const" version="opset1">
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+				<port id="0" precision="I32">
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+				<port id="0" precision="FP16">
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+					<dim>128</dim>
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 			<output>
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@@ -92527,8 +88497,11 @@
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 		</layer>
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 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -92542,7 +88515,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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@@ -92556,22 +88529,22 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>1024</dim>
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+		<layer id="5776" name="Constant_215640" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 			<input>
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@@ -92584,7 +88557,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -92592,7 +88565,7 @@
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 		</layer>
-		<layer id="6218" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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@@ -92600,7 +88573,7 @@
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 		</layer>
-		<layer id="6219" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -92613,7 +88586,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -92621,7 +88594,7 @@
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 		</layer>
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+		<layer id="5780" name="__module.model.layers.26.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -92638,7 +88611,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5122">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -92646,23 +88619,7 @@
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 		</layer>
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+		<layer id="5781" name="__module.model.layers.26.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -92678,13 +88635,13 @@
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 			</output>
 		</layer>
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 			<data element_type="i32" shape="" offset="0" size="4" />
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 		</layer>
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 			<data batch_dims="0" />
 			<input>
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@@ -92694,10 +88651,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="5123,5128" />
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 		</layer>
-		<layer id="6226" name="__module.model.layers.26.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="5784" name="__module.model.layers.26.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -92707,23 +88664,23 @@
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 		</layer>
-		<layer id="6227" name="__module.model.layers.26.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="5785" name="__module.model.layers.26.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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 		</layer>
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+		<layer id="5786" name="Constant_161722" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6229" name="__module.model.layers.26.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -92737,53 +88694,31 @@
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+		<layer id="5788" name="__module.model.layers.26.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
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-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="5789" name="__module.model.layers.26.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6233" name="Constant_229585" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5790" name="__module.model.layers.26.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5791" name="__module.model.layers.26.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -92792,17 +88727,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -92810,8 +88748,8 @@
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-		<layer id="6235" name="Constant_246297" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="5792" name="Constant_208271" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -92821,7 +88759,7 @@
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 		</layer>
-		<layer id="6236" name="__module.model.layers.26.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5793" name="__module.model.layers.26.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -92838,7 +88776,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4866">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -92846,24 +88784,31 @@
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 		</layer>
-		<layer id="6237" name="Constant_229630" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="5794" name="__module.model.layers.26.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6238" name="Constant_229635" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5795" name="__module.model.layers.26.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5796" name="__module.model.layers.26.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="6239" name="__module.model.layers.26.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5797" name="__module.model.layers.26.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -92872,17 +88817,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				</port>
 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="5127">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -92890,7 +88838,7 @@
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 			</output>
 		</layer>
-		<layer id="6240" name="__module.model.layers.26.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="5798" name="__module.model.layers.26.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -92907,7 +88855,7 @@
 				</port>
 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5135">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -92915,7 +88863,7 @@
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 			</output>
 		</layer>
-		<layer id="6241" name="__module.model.layers.26.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="5799" name="__module.model.layers.26.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -92932,7 +88880,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5136">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -92940,7 +88888,7 @@
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 			</output>
 		</layer>
-		<layer id="6242" name="__module.model.layers.26.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="5800" name="__module.model.layers.26.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -92957,7 +88905,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4870">
+				<port id="2" precision="FP32" names="5137">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -92965,7 +88913,7 @@
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 			</output>
 		</layer>
-		<layer id="6243" name="__module.model.layers.26.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="5801" name="__module.model.layers.26.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -92990,7 +88938,7 @@
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 			</output>
 		</layer>
-		<layer id="6244" name="__module.model.layers.26.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="5802" name="__module.model.layers.26.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -93001,7 +88949,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -93010,38 +88958,7 @@
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 			</output>
 		</layer>
-		<layer id="6245" name="Constant_255017" type="Const" version="opset1">
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-		<layer id="6246" name="Constant_255018" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64" />
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-		<layer id="6247" name="Gather_255019" type="Gather" version="opset8">
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-		</layer>
-		<layer id="6248" name="__module.model.layers.26.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="5803" name="__module.model.layers.26.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93057,21 +88974,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6249" name="Constant_255679" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5804" name="Constant_215922" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6250" name="__module.model.layers.26.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="5805" name="__module.model.layers.26.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6251" name="__module.model.layers.26.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="5806" name="__module.model.layers.26.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -93083,34 +89000,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="5143">
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 		</layer>
-		<layer id="6252" name="Constant_206687" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="5807" name="Constant_194395" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="6253" name="Constant_216762" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="5808" name="Constant_199958" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="6254" name="Constant_216763" type="Const" version="opset1">
+		<layer id="5809" name="Constant_199959" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6255" name="Gather_216764" type="Gather" version="opset8">
+		<layer id="5810" name="Gather_199960" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -93127,7 +89044,7 @@
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 			</output>
 		</layer>
-		<layer id="6256" name="__module.model.layers.26.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="5811" name="__module.model.layers.26.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -93144,12 +89061,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="4885">
+				<port id="4" precision="I64" names="5152">
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 			</output>
 		</layer>
-		<layer id="6257" name="__module.model.layers.26.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="5812" name="__module.model.layers.26.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93164,7 +89081,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -93173,15 +89090,15 @@
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 			</output>
 		</layer>
-		<layer id="6258" name="Constant_255266" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="5813" name="Constant_215641" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
-		<layer id="6259" name="__module.model.layers.26.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="5814" name="__module.model.layers.26.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93196,7 +89113,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4890">
+				<port id="2" precision="FP32" names="5157,key_states.111">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -93204,13 +89121,13 @@
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 			</output>
 		</layer>
-		<layer id="6260" name="Constant_293184" type="Const" version="opset1">
+		<layer id="5815" name="Constant_232112" type="Const" version="opset1">
 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="6261" name="Constant_293177" type="Const" version="opset1">
+		<layer id="5816" name="Constant_232105" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -93218,7 +89135,7 @@
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 			</output>
 		</layer>
-		<layer id="6262" name="Constant_293179" type="Const" version="opset1">
+		<layer id="5817" name="Constant_232107" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -93226,7 +89143,7 @@
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 			</output>
 		</layer>
-		<layer id="6263" name="Constant_293181" type="Const" version="opset1">
+		<layer id="5818" name="Constant_232109" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -93234,7 +89151,7 @@
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 			</output>
 		</layer>
-		<layer id="6264" name="Concat_293182" type="Concat" version="opset1">
+		<layer id="5819" name="Concat_232110" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -93256,7 +89173,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6265" name="Broadcast_293185" type="Broadcast" version="opset3">
+		<layer id="5820" name="Broadcast_232113" type="Broadcast" version="opset3">
 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -93273,7 +89190,7 @@
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 			</output>
 		</layer>
-		<layer id="6266" name="ReadValue_287229" type="ReadValue" version="opset6">
+		<layer id="5821" name="ReadValue_228336" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.26.valuepresent.26.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93292,13 +89209,13 @@
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 			</output>
 		</layer>
-		<layer id="6267" name="Constant_281917" type="Const" version="opset1">
+		<layer id="5822" name="Constant_225203" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6268" name="Gather_281918" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93321,94 +89238,134 @@
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 			</output>
 		</layer>
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+		<layer id="5824" name="self.model.layers.26.self_attn.v_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="3089054000" size="2097152" />
 			<output>
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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+		<layer id="5825" name="Convert_257197" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="3677799592" size="1024" />
+		<layer id="5826" name="self.model.layers.26.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="3091151152" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6272" name="Convert_300731" type="Convert" version="opset1">
+		<layer id="5827" name="Convert_257199" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6273" name="self.model.layers.26.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5828" name="self.model.layers.26.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6274" name="self.model.layers.26.self_attn.v_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 1" offset="3677800616" size="2048" />
+		<layer id="5829" name="self.model.layers.26.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="3091167536" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6275" name="self.model.layers.26.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5830" name="self.model.layers.26.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5831" name="Constant_257204" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5832" name="Reshape_257205" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -93416,8 +89373,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6276" name="self.model.layers.26.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5833" name="__module.model.layers.26.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -93431,7 +89391,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6277" name="__module.model.layers.26.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5834" name="__module.model.layers.26.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93445,22 +89405,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4807,value_states.53">
+				<port id="2" precision="FP32" names="5069,value_states.53">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6278" name="Constant_255267" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="5835" name="Constant_215642" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="6279" name="__module.model.layers.26.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="5836" name="__module.model.layers.26.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93473,7 +89433,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4815">
+				<port id="2" precision="FP32" names="5077">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -93481,7 +89441,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6280" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="5837" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -93489,7 +89449,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6281" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="5838" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -93502,7 +89462,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4816">
+				<port id="2" precision="FP32" names="5078">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -93510,7 +89470,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6282" name="__module.model.layers.26.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="5839" name="__module.model.layers.26.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93535,7 +89495,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6283" name="__module.model.layers.26.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="5840" name="__module.model.layers.26.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -93546,7 +89506,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4898,4899,4900">
+				<port id="2" precision="FP32" names="5165,5166,5167">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -93555,7 +89515,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6284" name="__module.model.layers.26.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="5841" name="__module.model.layers.26.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93571,21 +89531,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6285" name="Constant_255682" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5842" name="Constant_215925" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6286" name="__module.model.layers.26.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="5843" name="__module.model.layers.26.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6287" name="__module.model.layers.26.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="5844" name="__module.model.layers.26.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -93597,34 +89557,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="4892">
+				<port id="3" precision="I64" names="5159">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6288" name="Constant_206705" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="5845" name="Constant_194413" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6289" name="Constant_216772" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="5846" name="Constant_199968" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6290" name="Constant_216773" type="Const" version="opset1">
+		<layer id="5847" name="Constant_199969" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6291" name="Gather_216774" type="Gather" version="opset8">
+		<layer id="5848" name="Gather_199970" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -93641,7 +89601,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6292" name="__module.model.layers.26.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="5849" name="__module.model.layers.26.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -93658,12 +89618,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="4901">
+				<port id="4" precision="I64" names="5168">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6293" name="__module.model.layers.26.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="5850" name="__module.model.layers.26.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93678,7 +89638,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4902,hidden_states.797">
+				<port id="2" precision="FP32" names="5169,hidden_states.795">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -93687,15 +89647,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6294" name="Constant_255268" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="5851" name="Constant_215643" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6295" name="__module.model.layers.26.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="5852" name="__module.model.layers.26.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93710,7 +89670,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4906">
+				<port id="2" precision="FP32" names="5173">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -93718,7 +89678,7 @@
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 			</output>
 		</layer>
-		<layer id="6296" name="__module.model.layers.26.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="5853" name="__module.model.layers.26.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -93747,7 +89707,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4907,attn_output.105">
+				<port id="4" precision="FP32" names="5179,attn_output.105">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -93755,7 +89715,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6297" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="5854" name="__module.model.layers.26.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -93763,7 +89723,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6298" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="5855" name="__module.model.layers.26.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -93776,7 +89736,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4908">
+				<port id="2" precision="FP32" names="5180">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -93784,16 +89744,70 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6299" name="Constant_255269" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="5856" name="__module.model.layers.26.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5857" name="Constant_199948" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
 				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5858" name="Constant_199949" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="5859" name="Gather_199950" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>3</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5860" name="__module.model.layers.26.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+			</input>
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+		<layer id="5861" name="__module.model.layers.26.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
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@@ -93806,15 +89820,15 @@
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-			<data element_type="u4" shape="4096, 32, 128" offset="3677802664" size="8388608" />
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@@ -93823,7 +89837,7 @@
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 		</layer>
-		<layer id="6302" name="Convert_300760" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -93840,8 +89854,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="3686191272" size="65536" />
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+			<data element_type="u4" shape="4096, 32, 1" offset="3099621680" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -93850,7 +89864,7 @@
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 		</layer>
-		<layer id="6304" name="Convert_300762" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -93867,7 +89881,7 @@
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-		<layer id="6305" name="self.model.layers.26.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -93889,8 +89903,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="3686256808" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="3099687216" size="262144" />
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 				<port id="0" precision="FP16">
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@@ -93899,7 +89913,7 @@
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 		</layer>
-		<layer id="6307" name="self.model.layers.26.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -93921,7 +89935,7 @@
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 			</output>
 		</layer>
-		<layer id="6308" name="Constant_300767" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
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@@ -93929,7 +89943,7 @@
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 		</layer>
-		<layer id="6309" name="Reshape_300768" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -93948,8 +89962,11 @@
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 		</layer>
-		<layer id="6310" name="self.model.layers.26.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5871" name="__module.model.layers.26.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -93963,13 +89980,13 @@
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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@@ -93977,14 +89994,14 @@
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 			<input>
 				<port id="0" precision="FP32">
@@ -93999,15 +90016,15 @@
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 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="3686518952" size="16384" />
+		<layer id="5874" name="Constant_208275" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
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@@ -94016,7 +90033,7 @@
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 		</layer>
-		<layer id="6314" name="Constant_246300" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -94026,7 +90043,7 @@
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-		<layer id="6315" name="Constant_246298" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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@@ -94036,7 +90053,7 @@
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+		<layer id="5877" name="__module.model.layers.26.post_attention_layernorm/aten::pow/Power" type="Power" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -94051,22 +90068,22 @@
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 					<dim>4096</dim>
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-		<layer id="6317" name="Constant_18497" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
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-		<layer id="6318" name="__module.model.layers.26.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
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@@ -94079,14 +90096,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="6319" name="Constant_246299" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
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@@ -94096,7 +90113,7 @@
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-		<layer id="6320" name="__module.model.layers.26.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -94111,14 +90128,14 @@
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 			<output>
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -94134,7 +90151,7 @@
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 		</layer>
-		<layer id="6322" name="__module.model.layers.26.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -94149,14 +90166,14 @@
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 			<output>
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+		<layer id="5884" name="__module.model.layers.26.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -94171,14 +90188,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="5198,5199,hidden_states.803,hidden_states.805">
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-		<layer id="6324" name="__module.model.layers.26.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="5885" name="__module.model.layers.26.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -94193,15 +90210,15 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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+		<layer id="5886" name="self.model.layers.26.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -94210,7 +90227,7 @@
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-		<layer id="6326" name="Convert_300782" type="Convert" version="opset1">
+		<layer id="5887" name="Convert_255867" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -94227,8 +90244,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="3715895464" size="229376" />
+		<layer id="5888" name="self.model.layers.26.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="3129325872" size="229376" />
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 				<port id="0" precision="U4">
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@@ -94237,7 +90254,7 @@
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 		</layer>
-		<layer id="6328" name="Convert_300784" type="Convert" version="opset1">
+		<layer id="5889" name="Convert_255869" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -94254,7 +90271,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -94276,8 +90293,8 @@
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 				<port id="0" precision="FP16">
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@@ -94286,7 +90303,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -94308,15 +90325,15 @@
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -94335,8 +90352,11 @@
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+		<layer id="5895" name="__module.model.layers.26.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
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@@ -94350,7 +90370,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -94364,14 +90384,14 @@
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 			<output>
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 				<port id="0" precision="FP32">
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@@ -94380,101 +90400,141 @@
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 		</layer>
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 			<input>
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-			<data element_type="u8" shape="14336, 1" offset="3775762600" size="14336" />
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 			<data destination_type="f16" />
 			<input>
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+		<layer id="5903" name="self.model.layers.26.mlp.up_proj.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
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 		</layer>
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+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="5905" name="Constant_255864" type="Const" version="opset1">
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+				<port id="0" precision="FP16">
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+					<dim>128</dim>
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@@ -94482,8 +90542,11 @@
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+		<layer id="5907" name="__module.model.layers.26.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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@@ -94497,7 +90560,7 @@
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@@ -94533,15 +90596,15 @@
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@@ -94550,7 +90613,7 @@
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 		</layer>
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 			<input>
 				<port id="0" precision="U4">
@@ -94567,8 +90630,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="3805165736" size="229376" />
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@@ -94577,7 +90640,7 @@
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 		</layer>
-		<layer id="6350" name="Convert_300795" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -94594,7 +90657,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -94616,8 +90679,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="3805395112" size="917504" />
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 				<port id="0" precision="FP16">
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@@ -94626,7 +90689,7 @@
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 		</layer>
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 			<input>
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@@ -94648,15 +90711,15 @@
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+		<layer id="5917" name="Constant_255884" type="Const" version="opset1">
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-		<layer id="6355" name="Reshape_300801" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -94675,8 +90738,11 @@
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 		</layer>
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+		<layer id="5919" name="__module.model.layers.26.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -94690,7 +90756,7 @@
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 		</layer>
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 			<data transpose_a="false" transpose_b="true" />
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@@ -94704,14 +90770,14 @@
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 			<output>
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 					<dim>-1</dim>
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 			<input>
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@@ -94726,15 +90792,15 @@
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 			<output>
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+		<layer id="5922" name="Constant_208279" type="Const" version="opset1">
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@@ -94743,7 +90809,7 @@
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-		<layer id="6360" name="Constant_246304" type="Const" version="opset1">
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@@ -94753,7 +90819,7 @@
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-		<layer id="6361" name="Constant_246302" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
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@@ -94763,7 +90829,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -94778,22 +90844,22 @@
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 			<output>
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-		<layer id="6364" name="__module.model.layers.27.input_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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@@ -94806,14 +90872,14 @@
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 			<output>
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@@ -94823,7 +90889,7 @@
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@@ -94838,14 +90904,14 @@
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@@ -94861,7 +90927,7 @@
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@@ -94876,14 +90942,14 @@
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 			<data auto_broadcast="numpy" />
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@@ -94898,14 +90964,14 @@
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@@ -94981,7 +91047,7 @@
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@@ -95035,7 +91101,7 @@
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@@ -95043,7 +91109,7 @@
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@@ -95062,8 +91128,11 @@
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 		</layer>
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 			<data destination_type="f32" />
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 			<input>
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 					<dim>4096</dim>
@@ -95077,7 +91146,7 @@
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 			<data transpose_a="false" transpose_b="true" />
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@@ -95091,14 +91160,14 @@
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 					<dim>-1</dim>
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@@ -95106,7 +91175,7 @@
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@@ -95119,7 +91188,7 @@
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 					<dim>-1</dim>
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@@ -95127,7 +91196,7 @@
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-		<layer id="6384" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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@@ -95135,7 +91204,7 @@
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 			<output>
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+				<port id="3" precision="I64" names="5287,5292" />
 			</output>
 		</layer>
-		<layer id="6413" name="__module.model.layers.27.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="5953" name="__module.model.layers.27.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -95516,23 +91295,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6414" name="__module.model.layers.27.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="5954" name="__module.model.layers.27.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="5012,5013,5017,5018" />
+				<port id="1" precision="I64" names="5289,5290,5294,5295" />
 			</output>
 		</layer>
-		<layer id="6415" name="Constant_254374" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5955" name="Constant_161736" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6416" name="__module.model.layers.27.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="5956" name="__module.model.layers.27.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -95546,53 +91325,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6417" name="Constant_229751" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="5957" name="__module.model.layers.27.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6418" name="ScatterUpdate_229754" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
-					<dim>1</dim>
-				</port>
-			</input>
-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="6419" name="Constant_229757" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="5958" name="__module.model.layers.27.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6420" name="Constant_229760" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5959" name="__module.model.layers.27.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6421" name="__module.model.layers.27.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5960" name="__module.model.layers.27.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95601,17 +91358,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5019,x2.109">
+				<port id="5" precision="FP32" names="5296,x2.109">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -95619,8 +91379,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6422" name="Constant_246306" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="5961" name="Constant_208280" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -95630,7 +91390,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6423" name="__module.model.layers.27.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="5962" name="__module.model.layers.27.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95647,7 +91407,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5020">
+				<port id="2" precision="FP32" names="5297">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -95655,24 +91415,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6424" name="Constant_229805" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="5963" name="__module.model.layers.27.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6425" name="Constant_229810" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="5964" name="__module.model.layers.27.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6426" name="__module.model.layers.27.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5965" name="__module.model.layers.27.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5966" name="__module.model.layers.27.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -95681,17 +91448,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5014">
+				<port id="5" precision="FP32" names="5291">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -95699,7 +91469,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6427" name="__module.model.layers.27.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="5967" name="__module.model.layers.27.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -95716,7 +91486,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5022">
+				<port id="2" precision="FP32" names="5299">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -95724,16 +91494,71 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6428" name="self.model.layers.27.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
+		<layer id="5968" name="__module.model.layers.27.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.27.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="5300">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6429" name="__module.model.layers.27.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+		<layer id="5969" name="__module.model.layers.27.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5301">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5970" name="Constant_232151" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="5971" name="Constant_232144" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="5972" name="Constant_232146" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -95741,20 +91566,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6430" name="__module.model.layers.27.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="5973" name="Constant_232148" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6431" name="__module.model.layers.27.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="5974" name="Concat_232149" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -95767,109 +91591,78 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="4998,4999,5002,sin.109">
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6432" name="Constant_29366" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="6433" name="__module.model.layers.27.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="5975" name="Broadcast_232152" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="I32">
-					<dim>-1</dim>
-					<dim>-1</dim>
+				<port id="0" precision="FP32" />
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="5007">
-					<dim>-1</dim>
+				<port id="2" precision="FP32">
 					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6434" name="__module.model.layers.27.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
+		<layer id="5976" name="ReadValue_228338" type="ReadValue" version="opset6">
+			<data variable_id="past_key_values.27.keypresent.27.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>0</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5008,sin.111">
+				<port id="1" precision="FP32" names="past_key_values.27.key">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6435" name="__module.model.layers.27.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
-			<data auto_broadcast="numpy" />
-			<input>
-				<port id="0" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>1</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
-			</input>
+		<layer id="5977" name="Constant_225206" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
-				<port id="2" precision="FP32" names="5023">
-					<dim>-1</dim>
-					<dim>32</dim>
-					<dim>-1</dim>
-					<dim>128</dim>
-				</port>
+				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6436" name="__module.model.layers.27.self_attn/aten::add/Add" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="5978" name="Gather_225207" type="Gather" version="opset8">
+			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
-					<dim>-1</dim>
-					<dim>32</dim>
+				<port id="1" precision="I32">
 					<dim>-1</dim>
-					<dim>128</dim>
 				</port>
+				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5024">
+				<port id="3" precision="FP32">
 					<dim>-1</dim>
-					<dim>32</dim>
+					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6437" name="self.model.layers.27.self_attn.k_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 128" offset="3815045288" size="2097152" />
+		<layer id="5979" name="self.model.layers.27.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="3200219440" size="2097152" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -95878,7 +91671,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6438" name="Convert_300815" type="Convert" version="opset1">
+		<layer id="5980" name="Convert_257227" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95895,8 +91688,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6439" name="self.model.layers.27.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="1024, 32, 1" offset="3817142440" size="16384" />
+		<layer id="5981" name="self.model.layers.27.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="3202316592" size="16384" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>1024</dim>
@@ -95905,7 +91698,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6440" name="Convert_300817" type="Convert" version="opset1">
+		<layer id="5982" name="Convert_257229" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -95922,7 +91715,7 @@
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 			</output>
 		</layer>
-		<layer id="6441" name="self.model.layers.27.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="5983" name="self.model.layers.27.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95944,8 +91737,8 @@
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 			</output>
 		</layer>
-		<layer id="6442" name="self.model.layers.27.self_attn.k_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="1024, 32, 1" offset="3817158824" size="65536" />
+		<layer id="5984" name="self.model.layers.27.self_attn.k_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="3202332976" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -95954,7 +91747,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6443" name="self.model.layers.27.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="5985" name="self.model.layers.27.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -95976,15 +91769,15 @@
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 			</output>
 		</layer>
-		<layer id="6444" name="Constant_300822" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="175650788" size="8" />
+		<layer id="5986" name="Constant_257234" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
 			<output>
 				<port id="0" precision="I32">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6445" name="Reshape_300823" type="Reshape" version="opset1">
+		<layer id="5987" name="Reshape_257235" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -96003,8 +91796,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6446" name="self.model.layers.27.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="5988" name="__module.model.layers.27.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -96018,7 +91814,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6447" name="__module.model.layers.27.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="5989" name="__module.model.layers.27.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96032,22 +91828,22 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4975,key_states.113">
+				<port id="2" precision="FP32" names="5247,key_states.113">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6448" name="Constant_255271" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="5990" name="Constant_215645" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6449" name="__module.model.layers.27.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
+		<layer id="5991" name="__module.model.layers.27.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96060,7 +91856,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4982">
+				<port id="2" precision="FP32" names="5254">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -96068,7 +91864,7 @@
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 			</output>
 		</layer>
-		<layer id="6450" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="5992" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -96076,7 +91872,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6451" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="5993" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -96089,7 +91885,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="4983,key_states.115">
+				<port id="2" precision="FP32" names="5255,k.55">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -96097,7 +91893,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6452" name="__module.model.layers.27.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="5994" name="__module.model.layers.27.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96114,7 +91910,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5025">
+				<port id="2" precision="FP32" names="5302">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -96122,23 +91918,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6453" name="Constant_229854" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
-			<output>
-				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-			</output>
-		</layer>
-		<layer id="6454" name="Constant_229853" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694424" size="8" />
-			<output>
-				<port id="0" precision="I64">
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-				</port>
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-		</layer>
-		<layer id="6455" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_2" type="ShapeOf" version="opset3">
+		<layer id="5995" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96154,13 +91934,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6456" name="__module.model.layers.27.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="5996" name="__module.model.layers.27.self_attn/aten::size/Constant_5" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6457" name="__module.model.layers.27.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+		<layer id="5997" name="__module.model.layers.27.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -96170,10 +91950,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5026,5031" />
+				<port id="3" precision="I64" names="5303,5308" />
 			</output>
 		</layer>
-		<layer id="6458" name="__module.model.layers.27.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="5998" name="__module.model.layers.27.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -96183,23 +91963,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6459" name="__module.model.layers.27.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="5999" name="__module.model.layers.27.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="5028,5029,5033,5034" />
+				<port id="1" precision="I64" names="5305,5306,5310,5311" />
 			</output>
 		</layer>
-		<layer id="6460" name="Constant_254376" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="6000" name="Constant_161737" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6461" name="__module.model.layers.27.self_attn/aten::slice/Unsqueeze_13" type="Reshape" version="opset1">
+		<layer id="6001" name="__module.model.layers.27.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -96213,53 +91993,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6462" name="Constant_229852" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6002" name="__module.model.layers.27.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
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-		<layer id="6463" name="ScatterUpdate_229855" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
-				</port>
-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
 					<dim>1</dim>
 				</port>
-				<port id="3" precision="I32">
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="6464" name="Constant_229858" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="6003" name="__module.model.layers.27.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6465" name="Constant_229861" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="6004" name="__module.model.layers.27.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6466" name="__module.model.layers.27.self_attn/aten::slice/Slice_2" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6005" name="__module.model.layers.27.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -96268,17 +92026,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5035,x2.111">
+				<port id="5" precision="FP32" names="5312,x2.111">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -96286,8 +92047,8 @@
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 			</output>
 		</layer>
-		<layer id="6467" name="Constant_246307" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="6006" name="Constant_208281" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -96297,7 +92058,7 @@
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 			</output>
 		</layer>
-		<layer id="6468" name="__module.model.layers.27.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6007" name="__module.model.layers.27.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96314,7 +92075,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5036">
+				<port id="2" precision="FP32" names="5313">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -96322,24 +92083,31 @@
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 			</output>
 		</layer>
-		<layer id="6469" name="Constant_229906" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="6008" name="__module.model.layers.27.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6470" name="Constant_229911" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="6009" name="__module.model.layers.27.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6471" name="__module.model.layers.27.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6010" name="__module.model.layers.27.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6011" name="__module.model.layers.27.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -96348,17 +92116,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="5307">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -96366,7 +92137,7 @@
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 			</output>
 		</layer>
-		<layer id="6472" name="__module.model.layers.27.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="6012" name="__module.model.layers.27.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96383,7 +92154,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5038">
+				<port id="2" precision="FP32" names="5315">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -96391,7 +92162,7 @@
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 			</output>
 		</layer>
-		<layer id="6473" name="__module.model.layers.27.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="6013" name="__module.model.layers.27.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96408,7 +92179,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5039">
+				<port id="2" precision="FP32" names="5316">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -96416,7 +92187,7 @@
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 			</output>
 		</layer>
-		<layer id="6474" name="__module.model.layers.27.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="6014" name="__module.model.layers.27.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96433,7 +92204,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5040">
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@@ -96441,7 +92212,7 @@
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@@ -96466,7 +92237,7 @@
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@@ -96477,7 +92248,7 @@
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@@ -96533,21 +92273,21 @@
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+		<layer id="6018" name="Constant_215928" type="Const" version="opset1">
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 		</layer>
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+		<layer id="6020" name="__module.model.layers.27.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -96559,34 +92299,34 @@
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 			</input>
 			<output>
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-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="6021" name="Constant_194431" type="Const" version="opset1">
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+		<layer id="6022" name="Constant_199993" type="Const" version="opset1">
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 		</layer>
-		<layer id="6486" name="Constant_216798" type="Const" version="opset1">
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 			<output>
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 			</output>
 		</layer>
-		<layer id="6487" name="Gather_216799" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -96603,7 +92343,7 @@
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 			</output>
 		</layer>
-		<layer id="6488" name="__module.model.layers.27.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="6025" name="__module.model.layers.27.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
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@@ -96620,12 +92360,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="5332">
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 		</layer>
-		<layer id="6489" name="__module.model.layers.27.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="6026" name="__module.model.layers.27.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96640,7 +92380,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -96649,15 +92389,15 @@
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 		</layer>
-		<layer id="6490" name="Constant_255272" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="6027" name="Constant_215646" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6491" name="__module.model.layers.27.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="6028" name="__module.model.layers.27.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96672,7 +92412,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -96680,13 +92420,13 @@
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 		</layer>
-		<layer id="6492" name="Constant_293210" type="Const" version="opset1">
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 			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="6493" name="Constant_293203" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -96694,7 +92434,7 @@
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 			</output>
 		</layer>
-		<layer id="6494" name="Constant_293205" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -96702,7 +92442,7 @@
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 			</output>
 		</layer>
-		<layer id="6495" name="Constant_293207" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -96710,7 +92450,7 @@
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 			</output>
 		</layer>
-		<layer id="6496" name="Concat_293208" type="Concat" version="opset1">
+		<layer id="6033" name="Concat_232136" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -96732,7 +92472,7 @@
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 			</output>
 		</layer>
-		<layer id="6497" name="Broadcast_293211" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -96749,7 +92489,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6498" name="ReadValue_287233" type="ReadValue" version="opset6">
+		<layer id="6035" name="ReadValue_228340" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.27.valuepresent.27.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96768,13 +92508,13 @@
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 			</output>
 		</layer>
-		<layer id="6499" name="Constant_281923" type="Const" version="opset1">
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 				<port id="0" precision="I32" />
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-		<layer id="6500" name="Gather_281924" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -96797,94 +92537,134 @@
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-			<data element_type="u8" shape="1024, 4096" offset="3817224360" size="4194304" />
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 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
-		<layer id="6502" name="Convert_300805" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
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-			<data element_type="u8" shape="1024, 1" offset="3821418664" size="1024" />
+		<layer id="6040" name="self.model.layers.27.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="3204495664" size="16384" />
 			<output>
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 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6504" name="Convert_300808" type="Convert" version="opset1">
+		<layer id="6041" name="Convert_257219" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6505" name="self.model.layers.27.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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-			<data element_type="f16" shape="1024, 1" offset="3821419688" size="2048" />
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+			<data element_type="f16" shape="1024, 32, 1" offset="3204512048" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6507" name="self.model.layers.27.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6044" name="self.model.layers.27.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
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+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6045" name="Constant_257224" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="6046" name="Reshape_257225" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -96892,8 +92672,11 @@
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-		<layer id="6508" name="self.model.layers.27.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6047" name="__module.model.layers.27.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -96907,7 +92690,7 @@
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 			</output>
 		</layer>
-		<layer id="6509" name="__module.model.layers.27.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6048" name="__module.model.layers.27.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -96921,22 +92704,22 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>1024</dim>
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-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="6049" name="Constant_215647" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-		<layer id="6511" name="__module.model.layers.27.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
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@@ -96949,7 +92732,7 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -96957,7 +92740,7 @@
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-		<layer id="6512" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
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@@ -96965,7 +92748,7 @@
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 		</layer>
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+		<layer id="6052" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -96978,7 +92761,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5258">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -96986,7 +92769,7 @@
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 		</layer>
-		<layer id="6514" name="__module.model.layers.27.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="6053" name="__module.model.layers.27.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
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@@ -97011,7 +92794,7 @@
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 		</layer>
-		<layer id="6515" name="__module.model.layers.27.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="6054" name="__module.model.layers.27.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -97022,7 +92805,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5345,5346,5347">
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 					<dim>8</dim>
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@@ -97031,7 +92814,7 @@
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 		</layer>
-		<layer id="6516" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="6055" name="__module.model.layers.27.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
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 			<input>
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@@ -97047,21 +92830,21 @@
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-		<layer id="6517" name="Constant_255691" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="6056" name="Constant_215931" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
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 				<port id="0" precision="I64">
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-		<layer id="6518" name="__module.model.layers.27.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="6057" name="__module.model.layers.27.self_attn/aten::size/Constant_11" type="Const" version="opset1">
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 		</layer>
-		<layer id="6519" name="__module.model.layers.27.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="6058" name="__module.model.layers.27.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -97073,34 +92856,34 @@
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 			</input>
 			<output>
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+				<port id="3" precision="I64" names="5339">
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-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="6059" name="Constant_194449" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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-		<layer id="6521" name="Constant_216807" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="6060" name="Constant_200003" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
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 			</output>
 		</layer>
-		<layer id="6522" name="Constant_216808" type="Const" version="opset1">
+		<layer id="6061" name="Constant_200004" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6523" name="Gather_216809" type="Gather" version="opset8">
+		<layer id="6062" name="Gather_200005" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -97117,7 +92900,7 @@
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 			</output>
 		</layer>
-		<layer id="6524" name="__module.model.layers.27.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="6063" name="__module.model.layers.27.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -97134,12 +92917,12 @@
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 			</input>
 			<output>
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+				<port id="4" precision="I64" names="5348">
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 		</layer>
-		<layer id="6525" name="__module.model.layers.27.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="6064" name="__module.model.layers.27.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97154,7 +92937,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5349,hidden_states.825">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -97163,15 +92946,15 @@
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 		</layer>
-		<layer id="6526" name="Constant_255274" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="6065" name="Constant_215648" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6527" name="__module.model.layers.27.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="6066" name="__module.model.layers.27.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97186,7 +92969,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5353">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -97194,7 +92977,7 @@
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 		</layer>
-		<layer id="6528" name="__module.model.layers.27.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="6067" name="__module.model.layers.27.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97223,7 +93006,7 @@
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 			</input>
 			<output>
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+				<port id="4" precision="FP32" names="5359,attn_output.109">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -97231,7 +93014,7 @@
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 			</output>
 		</layer>
-		<layer id="6529" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="6068" name="__module.model.layers.27.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -97239,7 +93022,7 @@
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 			</output>
 		</layer>
-		<layer id="6530" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="6069" name="__module.model.layers.27.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -97252,7 +93035,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5078">
+				<port id="2" precision="FP32" names="5360">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -97260,16 +93043,70 @@
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 			</output>
 		</layer>
-		<layer id="6531" name="Constant_255275" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="6070" name="__module.model.layers.27.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6071" name="Constant_199983" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6072" name="Constant_199984" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="6073" name="Gather_199985" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6532" name="__module.model.layers.27.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="6074" name="__module.model.layers.27.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="5362">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6075" name="__module.model.layers.27.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -97282,15 +93119,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5081">
+				<port id="2" precision="FP32" names="5363">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
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 		</layer>
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-			<data element_type="u4" shape="4096, 32, 128" offset="3821421736" size="8388608" />
+		<layer id="6076" name="self.model.layers.27.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3204577584" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -97299,7 +93136,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6534" name="Convert_300837" type="Convert" version="opset1">
+		<layer id="6077" name="Convert_256587" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -97316,8 +93153,8 @@
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 			</output>
 		</layer>
-		<layer id="6535" name="self.model.layers.27.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3829810344" size="65536" />
+		<layer id="6078" name="self.model.layers.27.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3212966192" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -97326,7 +93163,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6536" name="Convert_300839" type="Convert" version="opset1">
+		<layer id="6079" name="Convert_256589" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -97343,7 +93180,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6537" name="self.model.layers.27.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6080" name="self.model.layers.27.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -97365,8 +93202,8 @@
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 			</output>
 		</layer>
-		<layer id="6538" name="self.model.layers.27.self_attn.o_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="4096, 32, 1" offset="3829875880" size="262144" />
+		<layer id="6081" name="self.model.layers.27.self_attn.o_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="4096, 32, 1" offset="3213031728" size="262144" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -97375,7 +93212,7 @@
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 			</output>
 		</layer>
-		<layer id="6539" name="self.model.layers.27.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6082" name="self.model.layers.27.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -97397,7 +93234,7 @@
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 			</output>
 		</layer>
-		<layer id="6540" name="Constant_300844" type="Const" version="opset1">
+		<layer id="6083" name="Constant_256594" type="Const" version="opset1">
 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
 				<port id="0" precision="I32">
@@ -97405,7 +93242,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6541" name="Reshape_300845" type="Reshape" version="opset1">
+		<layer id="6084" name="Reshape_256595" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -97424,8 +93261,11 @@
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 			</output>
 		</layer>
-		<layer id="6542" name="self.model.layers.27.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6085" name="__module.model.layers.27.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -97439,13 +93279,13 @@
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 			</output>
 		</layer>
-		<layer id="6543" name="__module.model.layers.27.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6086" name="__module.model.layers.27.self_attn.o_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
+					<dim>-1</dim>
 				</port>
 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -97453,14 +93293,14 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5083,5085,hidden_states.829">
+				<port id="2" precision="FP32" names="5365,5367,hidden_states.827">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6544" name="__module.model.layers.27/aten::add/Add" type="Add" version="opset1">
+		<layer id="6087" name="__module.model.layers.27/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -97475,15 +93315,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5088,5090,5101,hidden_states.831,hidden_states.833">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>4096</dim>
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 		</layer>
-		<layer id="6545" name="Constant_246311" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 4096" offset="3830138024" size="16384" />
+		<layer id="6088" name="Constant_208285" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -97492,7 +93332,7 @@
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 		</layer>
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@@ -97502,7 +93342,7 @@
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@@ -97512,7 +93352,7 @@
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@@ -97527,22 +93367,22 @@
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@@ -97555,14 +93395,14 @@
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@@ -97572,7 +93412,7 @@
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@@ -97587,14 +93427,14 @@
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+		<layer id="6096" name="__module.model.layers.27.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
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@@ -97610,7 +93450,7 @@
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+		<layer id="6097" name="__module.model.layers.27.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
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@@ -97625,14 +93465,14 @@
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 			<output>
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+		<layer id="6098" name="__module.model.layers.27.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -97647,14 +93487,14 @@
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+		<layer id="6099" name="__module.model.layers.27.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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@@ -97669,15 +93509,15 @@
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@@ -97686,7 +93526,7 @@
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 		</layer>
-		<layer id="6558" name="Convert_300859" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -97703,8 +93543,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="3859514536" size="229376" />
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@@ -97713,7 +93553,7 @@
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 		</layer>
-		<layer id="6560" name="Convert_300861" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -97730,7 +93570,7 @@
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@@ -97752,8 +93592,8 @@
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@@ -97762,7 +93602,7 @@
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 		</layer>
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@@ -97784,15 +93624,15 @@
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-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="6107" name="Constant_255904" type="Const" version="opset1">
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 			<input>
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@@ -97811,8 +93651,11 @@
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 		</layer>
-		<layer id="6566" name="self.model.layers.27.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6109" name="__module.model.layers.27.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -97826,7 +93669,7 @@
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 		</layer>
-		<layer id="6567" name="__module.model.layers.27.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -97840,14 +93683,14 @@
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 			<output>
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 			<input>
 				<port id="0" precision="FP32">
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@@ -97856,101 +93699,141 @@
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 			<output>
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 					<dim>14336</dim>
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 		</layer>
-		<layer id="6570" name="Convert_300849" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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 			<output>
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 					<dim>14336</dim>
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-			<data element_type="u8" shape="14336, 1" offset="3919381672" size="14336" />
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-		<layer id="6572" name="Convert_300852" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>14336</dim>
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 		</layer>
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 			<input>
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 				<port id="1" precision="FP16">
 					<dim>14336</dim>
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 			<output>
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 					<dim>14336</dim>
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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 				<port id="0" precision="FP16">
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 				<port id="1" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="6119" name="Constant_255894" type="Const" version="opset1">
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+				<port id="0" precision="FP16">
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+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
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@@ -97958,8 +93841,11 @@
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+		<layer id="6121" name="__module.model.layers.27.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
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@@ -97973,7 +93859,7 @@
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@@ -97987,14 +93873,14 @@
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-		<layer id="6578" name="__module.model.layers.27.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -98009,15 +93895,15 @@
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@@ -98070,7 +93956,7 @@
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@@ -98151,8 +94037,11 @@
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 			<data destination_type="f32" />
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@@ -98229,7 +94118,7 @@
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@@ -98299,7 +94188,7 @@
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@@ -98337,7 +94226,7 @@
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@@ -98352,14 +94241,14 @@
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@@ -98374,14 +94263,14 @@
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-		<layer id="6604" name="Convert_300904" type="Convert" version="opset1">
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 			<input>
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 			<output>
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-			<data element_type="u8" shape="4096, 1" offset="3966725288" size="4096" />
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 			<input>
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 					<dim>4096</dim>
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 				<port id="0" precision="FP16">
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 			<data auto_broadcast="numpy" />
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+		<layer id="6155" name="Constant_256604" type="Const" version="opset1">
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@@ -98498,8 +94427,11 @@
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 			<data destination_type="f32" />
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@@ -98542,7 +94474,7 @@
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@@ -98555,7 +94487,7 @@
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@@ -98563,7 +94495,7 @@
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@@ -98571,7 +94503,7 @@
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@@ -98883,7 +94541,7 @@
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 					<dim>32</dim>
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@@ -98891,23 +94549,7 @@
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@@ -98923,13 +94565,13 @@
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@@ -98939,10 +94581,10 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -98952,23 +94594,23 @@
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@@ -98982,53 +94624,31 @@
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 				<port id="0" precision="I64">
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 			<output>
 				<port id="0" precision="I64">
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 				<port id="0" precision="FP32">
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@@ -99037,17 +94657,20 @@
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 				<port id="3" precision="I64">
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 					<dim>32</dim>
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@@ -99055,8 +94678,8 @@
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+		<layer id="6175" name="Constant_208290" type="Const" version="opset1">
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@@ -99066,7 +94689,7 @@
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 			</output>
 		</layer>
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@@ -99083,7 +94706,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -99091,24 +94714,31 @@
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+		<layer id="6177" name="__module.model.layers.28.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
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-			<data element_type="i64" shape="4" offset="156694464" size="32" />
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+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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+		<layer id="6179" name="__module.model.layers.28.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6180" name="__module.model.layers.28.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
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@@ -99117,17 +94747,20 @@
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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 					<dim>-1</dim>
@@ -99135,7 +94768,7 @@
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 			</output>
 		</layer>
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+		<layer id="6181" name="__module.model.layers.28.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
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@@ -99152,7 +94785,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -99160,101 +94793,7 @@
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 			</output>
 		</layer>
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-		<layer id="6662" name="Constant_29372" type="Const" version="opset1">
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-		</layer>
-		<layer id="6665" name="__module.model.layers.28.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6182" name="__module.model.layers.28.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -99271,7 +94810,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5480">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -99279,7 +94818,7 @@
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 			</output>
 		</layer>
-		<layer id="6666" name="__module.model.layers.28.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="6183" name="__module.model.layers.28.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -99296,7 +94835,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5481">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -99304,188 +94843,87 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="3966737576" size="4194304" />
+		<layer id="6184" name="Constant_232177" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
 			<output>
-				<port id="0" precision="U8">
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-					<dim>4096</dim>
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+				<port id="0" precision="FP32" />
 			</output>
 		</layer>
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-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>4096</dim>
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-			</input>
+		<layer id="6185" name="Constant_232170" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
-					<dim>4096</dim>
+				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="3970931880" size="1024" />
+		<layer id="6186" name="Constant_232172" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
-				<port id="0" precision="U8">
-					<dim>1024</dim>
+				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
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 		</layer>
-		<layer id="6670" name="Convert_300896" type="Convert" version="opset1">
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-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>1</dim>
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-			</input>
+		<layer id="6187" name="Constant_232174" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
+				<port id="0" precision="I64">
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 				</port>
 			</output>
 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="6188" name="Concat_232175" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
-					<dim>4096</dim>
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-				<port id="1" precision="FP16">
-					<dim>1024</dim>
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 					<dim>1</dim>
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-			<output>
-				<port id="0" precision="FP16">
-					<dim>1024</dim>
+				<port id="1" precision="I64">
 					<dim>1</dim>
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-					<dim>4096</dim>
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-				<port id="1" precision="FP16">
-					<dim>1024</dim>
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-				<port id="1" precision="FP32">
-					<dim>1024</dim>
-					<dim>4096</dim>
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 			<output>
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-					<dim>-1</dim>
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-				<port id="0" precision="I64">
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 		</layer>
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-			<data special_zero="true" />
+		<layer id="6189" name="Broadcast_232178" type="Broadcast" version="opset3">
+			<data mode="numpy" />
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-					<dim>-1</dim>
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+				<port id="0" precision="FP32" />
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 					<dim>4</dim>
 				</port>
 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>128</dim>
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-		<layer id="6679" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="6190" name="ReadValue_228342" type="ReadValue" version="opset6">
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 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
 					<dim>8</dim>
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 					<dim>128</dim>
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 			<output>
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+				<port id="1" precision="FP32" names="past_key_values.28.key">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -99493,8 +94931,14 @@
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-			<data auto_broadcast="numpy" />
+		<layer id="6191" name="Constant_225212" type="Const" version="opset1">
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+				<port id="0" precision="I32" />
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+		<layer id="6192" name="Gather_225213" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -99502,15 +94946,13 @@
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 					<dim>128</dim>
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-					<dim>1</dim>
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 			<output>
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+				<port id="3" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -99518,268 +94960,231 @@
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 			<output>
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+					<dim>32</dim>
+					<dim>128</dim>
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 					<dim>-1</dim>
 					<dim>8</dim>
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+					<dim>128</dim>
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 			</input>
 			<output>
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 					<dim>8</dim>
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@@ -99787,7 +95192,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
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@@ -99804,7 +95209,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
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@@ -99812,8 +95217,8 @@
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@@ -99821,40 +95226,234 @@
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 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
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+			<output>
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+			</output>
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+			<data element_type="i32" shape="" offset="0" size="4" />
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+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="6211" name="__module.model.layers.28.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+				<port id="1" precision="I64" />
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+			</input>
+			<output>
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+		</layer>
+		<layer id="6212" name="__module.model.layers.28.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
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+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
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+			<output>
+				<port id="2" precision="I64" />
+			</output>
+		</layer>
+		<layer id="6213" name="__module.model.layers.28.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="5485,5486,5490,5491" />
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+		<layer id="6214" name="Constant_161752" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
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+				<port id="0" precision="I64">
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+			<data special_zero="false" />
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+			<data element_type="i64" shape="1" offset="139917452" size="8" />
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 					<dim>8</dim>
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+					<dim>1</dim>
+					<dim>1</dim>
+					<dim>1</dim>
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+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6222" name="__module.model.layers.28.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
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+				</port>
+			</output>
+		</layer>
+		<layer id="6223" name="__module.model.layers.28.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
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+				<port id="0" precision="I64">
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+			</output>
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+		<layer id="6224" name="__module.model.layers.28.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
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+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6225" name="__module.model.layers.28.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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+					<dim>64</dim>
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+		<layer id="6226" name="__module.model.layers.28.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
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+					<dim>64</dim>
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+					<dim>64</dim>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -99862,7 +95461,8 @@
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 		</layer>
-		<layer id="6704" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="6227" name="__module.model.layers.28.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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 				<port id="0" precision="FP32">
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@@ -99870,50 +95470,93 @@
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 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
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+					<dim>128</dim>
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-			<data element_type="i64" shape="1" offset="12" size="8" />
+		<layer id="6228" name="__module.model.layers.28.self_attn/aten::add/Add_1" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
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 			<output>
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+				<port id="2" precision="FP32" names="5497">
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+					<dim>8</dim>
+					<dim>-1</dim>
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 		</layer>
-		<layer id="6706" name="Constant_255050" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
+		<layer id="6229" name="__module.model.layers.28.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+			<data axis="-2" />
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+				<port id="0" precision="FP32">
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+					<dim>8</dim>
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+					<dim>128</dim>
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			<output>
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+				<port id="2" precision="FP32" names="present.28.key">
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
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-			<data batch_dims="0" />
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 			<output>
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+				<port id="2" precision="FP32" names="5509,5510,5511">
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+					<dim>8</dim>
 					<dim>1</dim>
+					<dim>-1</dim>
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 			</output>
 		</layer>
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+		<layer id="6231" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
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 			<input>
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@@ -99929,21 +95572,21 @@
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 			</output>
 		</layer>
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+		<layer id="6232" name="Constant_215934" type="Const" version="opset1">
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 		</layer>
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 		</layer>
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@@ -99955,34 +95598,34 @@
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 			<output>
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 		</layer>
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 				<port id="0" precision="I64">
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 		</layer>
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 		</layer>
-		<layer id="6715" name="Gather_216834" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="I64">
@@ -99999,7 +95642,7 @@
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 			</output>
 		</layer>
-		<layer id="6716" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
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 			<input>
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@@ -100016,12 +95659,12 @@
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 			</input>
 			<output>
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 			</output>
 		</layer>
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 			<data mode="bidirectional" />
 			<input>
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@@ -100036,7 +95679,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
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@@ -100045,15 +95688,15 @@
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 		</layer>
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+		<layer id="6241" name="Constant_215651" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100068,7 +95711,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -100076,13 +95719,13 @@
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 			</output>
 		</layer>
-		<layer id="6720" name="Constant_293236" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="6721" name="Constant_293229" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -100090,7 +95733,7 @@
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 			</output>
 		</layer>
-		<layer id="6722" name="Constant_293231" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -100098,7 +95741,7 @@
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 			</output>
 		</layer>
-		<layer id="6723" name="Constant_293233" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -100106,7 +95749,7 @@
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 			</output>
 		</layer>
-		<layer id="6724" name="Concat_293234" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -100128,7 +95771,7 @@
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 			</output>
 		</layer>
-		<layer id="6725" name="Broadcast_293237" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -100145,7 +95788,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6726" name="ReadValue_287237" type="ReadValue" version="opset6">
+		<layer id="6249" name="ReadValue_228344" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.28.valuepresent.28.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100164,13 +95807,13 @@
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 			</output>
 		</layer>
-		<layer id="6727" name="Constant_281929" type="Const" version="opset1">
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 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="6728" name="Gather_281930" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100193,94 +95836,134 @@
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 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 4096" offset="3970934952" size="4194304" />
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+			<data element_type="u4" shape="1024, 32, 128" offset="3315743024" size="2097152" />
 			<output>
-				<port id="0" precision="U8">
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 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6730" name="Convert_300882" type="Convert" version="opset1">
+		<layer id="6253" name="Convert_257237" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="3975129256" size="1024" />
+		<layer id="6254" name="self.model.layers.28.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="3317840176" size="16384" />
 			<output>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6732" name="Convert_300885" type="Convert" version="opset1">
+		<layer id="6255" name="Convert_257239" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6733" name="self.model.layers.28.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+		<layer id="6257" name="self.model.layers.28.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="3317856560" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6735" name="self.model.layers.28.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6258" name="self.model.layers.28.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6259" name="Constant_257244" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6260" name="Reshape_257245" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
+				</port>
+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -100288,8 +95971,11 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6736" name="self.model.layers.28.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6261" name="__module.model.layers.28.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -100303,7 +95989,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6737" name="__module.model.layers.28.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6262" name="__module.model.layers.28.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100317,22 +96003,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5147,value_states.57">
+				<port id="2" precision="FP32" names="5429,value_states.57">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
-		<layer id="6738" name="Constant_255279" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="6263" name="Constant_215652" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6739" name="__module.model.layers.28.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="6264" name="__module.model.layers.28.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100345,7 +96031,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5437">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -100353,7 +96039,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6740" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="6265" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -100361,7 +96047,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6741" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="6266" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100374,7 +96060,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5156">
+				<port id="2" precision="FP32" names="5438">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -100382,7 +96068,7 @@
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 			</output>
 		</layer>
-		<layer id="6742" name="__module.model.layers.28.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="6267" name="__module.model.layers.28.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100407,7 +96093,7 @@
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 			</output>
 		</layer>
-		<layer id="6743" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="6268" name="__module.model.layers.28.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100418,7 +96104,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5238,5239,5240">
+				<port id="2" precision="FP32" names="5525,5526,5527">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -100427,7 +96113,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6744" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="6269" name="__module.model.layers.28.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100443,21 +96129,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6745" name="Constant_255700" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="6270" name="Constant_215937" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6746" name="__module.model.layers.28.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="6271" name="__module.model.layers.28.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6747" name="__module.model.layers.28.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="6272" name="__module.model.layers.28.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -100469,34 +96155,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5232">
+				<port id="3" precision="I64" names="5519">
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 				</port>
 			</output>
 		</layer>
-		<layer id="6748" name="Constant_206777" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="6273" name="Constant_194485" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6749" name="Constant_216842" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="6274" name="Constant_200038" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6750" name="Constant_216843" type="Const" version="opset1">
+		<layer id="6275" name="Constant_200039" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6751" name="Gather_216844" type="Gather" version="opset8">
+		<layer id="6276" name="Gather_200040" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -100513,7 +96199,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6752" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="6277" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -100530,12 +96216,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="5241">
+				<port id="4" precision="I64" names="5528">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6753" name="__module.model.layers.28.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="6278" name="__module.model.layers.28.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100550,7 +96236,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5242,hidden_states.857">
+				<port id="2" precision="FP32" names="5529,hidden_states.855">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -100559,15 +96245,15 @@
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 			</output>
 		</layer>
-		<layer id="6754" name="Constant_255280" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="6279" name="Constant_215653" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6755" name="__module.model.layers.28.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="6280" name="__module.model.layers.28.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100582,7 +96268,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5246">
+				<port id="2" precision="FP32" names="5533">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -100590,7 +96276,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6756" name="__module.model.layers.28.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="6281" name="__module.model.layers.28.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -100619,7 +96305,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5247,attn_output.113">
+				<port id="4" precision="FP32" names="5539,attn_output.113">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -100627,7 +96313,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6757" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="6282" name="__module.model.layers.28.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -100635,7 +96321,7 @@
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 			</output>
 		</layer>
-		<layer id="6758" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="6283" name="__module.model.layers.28.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100648,7 +96334,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5248">
+				<port id="2" precision="FP32" names="5540">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -100656,16 +96342,70 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6759" name="Constant_255281" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="6284" name="__module.model.layers.28.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6285" name="Constant_200018" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6286" name="Constant_200019" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="6287" name="Gather_200020" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6760" name="__module.model.layers.28.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="6288" name="__module.model.layers.28.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="5542">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6289" name="__module.model.layers.28.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -100678,15 +96418,15 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5251">
+				<port id="2" precision="FP32" names="5543">
+					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>-1</dim>
-					<dim>4096</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6761" name="self.model.layers.28.self_attn.o_proj.weight" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 128" offset="3975132328" size="8388608" />
+		<layer id="6290" name="self.model.layers.28.self_attn.o_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 128" offset="3317922096" size="8388608" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -100695,7 +96435,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6762" name="Convert_300914" type="Convert" version="opset1">
+		<layer id="6291" name="Convert_256607" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -100712,8 +96452,8 @@
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 			</output>
 		</layer>
-		<layer id="6763" name="self.model.layers.28.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u4" shape="4096, 32, 1" offset="3983520936" size="65536" />
+		<layer id="6292" name="self.model.layers.28.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 32, 1" offset="3326310704" size="65536" />
 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -100722,7 +96462,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6764" name="Convert_300916" type="Convert" version="opset1">
+		<layer id="6293" name="Convert_256609" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -100739,7 +96479,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6765" name="self.model.layers.28.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6294" name="self.model.layers.28.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -100761,8 +96501,8 @@
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@@ -100793,7 +96533,7 @@
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-		<layer id="6768" name="Constant_300921" type="Const" version="opset1">
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-		<layer id="6769" name="Reshape_300922" type="Reshape" version="opset1">
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 			<data destination_type="f32" />
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-			<data element_type="f32" shape="1, 1, 4096" offset="3983848616" size="16384" />
+		<layer id="6302" name="Constant_208295" type="Const" version="opset1">
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-		<layer id="6774" name="Constant_246320" type="Const" version="opset1">
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 			<input>
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@@ -101006,7 +96749,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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 			<data auto_broadcast="numpy" />
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-		<layer id="6784" name="__module.model.layers.28.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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 			<output>
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@@ -101082,7 +96825,7 @@
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-		<layer id="6786" name="Convert_300936" type="Convert" version="opset1">
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 			<input>
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@@ -101099,8 +96842,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="4013225128" size="229376" />
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@@ -101109,7 +96852,7 @@
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-		<layer id="6788" name="Convert_300938" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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@@ -101126,7 +96869,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -101148,8 +96891,8 @@
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@@ -101158,7 +96901,7 @@
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 			<input>
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@@ -101180,15 +96923,15 @@
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 			<input>
 				<port id="0" precision="FP16">
@@ -101207,8 +96950,11 @@
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+		<layer id="6323" name="__module.model.layers.28.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 				<port id="0" precision="FP16">
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@@ -101222,7 +96968,7 @@
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 				<port id="0" precision="FP32">
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@@ -101269,7 +97015,7 @@
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 			<input>
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@@ -101286,8 +97032,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="4043732136" size="229376" />
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@@ -101296,7 +97042,7 @@
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-		<layer id="6800" name="Convert_300927" type="Convert" version="opset1">
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 			<input>
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@@ -101313,7 +97059,7 @@
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@@ -101367,15 +97113,15 @@
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@@ -101394,8 +97140,11 @@
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@@ -101479,8 +97228,8 @@
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-			<data element_type="u4" shape="4096, 112, 1" offset="4074239144" size="229376" />
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@@ -101506,7 +97255,7 @@
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@@ -101538,7 +97287,7 @@
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@@ -101560,15 +97309,15 @@
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@@ -101587,8 +97336,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -101735,7 +97487,7 @@
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
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 			<data auto_broadcast="numpy" />
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 			<input>
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@@ -102418,53 +97923,31 @@
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 				<port id="0" precision="I64">
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-			<data element_type="i64" shape="4" offset="156694464" size="32" />
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 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6388" name="__module.model.layers.29.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -102473,17 +97956,20 @@
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 					<dim>32</dim>
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@@ -102491,8 +97977,8 @@
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="6389" name="Constant_208300" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -102502,7 +97988,7 @@
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 			</output>
 		</layer>
-		<layer id="6883" name="__module.model.layers.29.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6390" name="__module.model.layers.29.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -102519,7 +98005,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -102527,24 +98013,31 @@
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 		</layer>
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-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="6391" name="__module.model.layers.29.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6885" name="Constant_230362" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
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+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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+		</layer>
+		<layer id="6393" name="__module.model.layers.29.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
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+				<port id="0" precision="I64">
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6394" name="__module.model.layers.29.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -102553,17 +98046,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -102571,7 +98067,7 @@
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 			</output>
 		</layer>
-		<layer id="6887" name="__module.model.layers.29.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="6395" name="__module.model.layers.29.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -102588,7 +98084,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -102596,101 +98092,7 @@
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 			</output>
 		</layer>
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-					<dim>128</dim>
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-		<layer id="6889" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
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-		<layer id="6890" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
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-				<port id="0" precision="I64">
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-		<layer id="6891" name="__module.model.layers.29.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
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-		<layer id="6892" name="Constant_29378" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I32" />
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-		<layer id="6893" name="__module.model.layers.29.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
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-			<input>
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-		<layer id="6894" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_1" type="Unsqueeze" version="opset1">
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-				<port id="0" precision="FP32">
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-					<dim>1</dim>
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-			</output>
-		</layer>
-		<layer id="6895" name="__module.model.layers.29.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6396" name="__module.model.layers.29.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -102707,7 +98109,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -102715,7 +98117,7 @@
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 			</output>
 		</layer>
-		<layer id="6896" name="__module.model.layers.29.self_attn/aten::add/Add" type="Add" version="opset1">
+		<layer id="6397" name="__module.model.layers.29.self_attn/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -102732,7 +98134,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -102740,188 +98142,87 @@
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 			</output>
 		</layer>
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+		<layer id="6398" name="Constant_232203" type="Const" version="opset1">
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 			<output>
-				<port id="0" precision="U8">
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+				<port id="0" precision="FP32" />
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-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>4096</dim>
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-			</input>
+		<layer id="6399" name="Constant_232196" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
-					<dim>4096</dim>
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 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="4096386216" size="1024" />
+		<layer id="6400" name="Constant_232198" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
-				<port id="0" precision="U8">
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 		</layer>
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-				<port id="0" precision="U8">
-					<dim>1024</dim>
-					<dim>1</dim>
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+		<layer id="6401" name="Constant_232200" type="Const" version="opset1">
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 			<output>
-				<port id="1" precision="FP16">
-					<dim>1024</dim>
+				<port id="0" precision="I64">
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 		</layer>
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-			<data auto_broadcast="numpy" />
+		<layer id="6402" name="Concat_232201" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
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-					<dim>1024</dim>
-					<dim>4096</dim>
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-				<port id="1" precision="FP16">
-					<dim>1024</dim>
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-				<port id="0" precision="FP16">
-					<dim>1024</dim>
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-					<dim>4096</dim>
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-				<port id="1" precision="FP16">
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-					<dim>4096</dim>
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 			<output>
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-				<port id="0" precision="I64">
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+		<layer id="6403" name="Broadcast_232204" type="Broadcast" version="opset3">
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 			<output>
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-		<layer id="6909" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="6404" name="ReadValue_228346" type="ReadValue" version="opset6">
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 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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 			<output>
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@@ -102929,8 +98230,14 @@
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@@ -102938,15 +98245,13 @@
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 					<dim>128</dim>
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@@ -102954,268 +98259,231 @@
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-			<data element_type="i64" shape="1" offset="156694424" size="8" />
+		<layer id="6407" name="self.model.layers.29.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="3426908464" size="2097152" />
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+					<dim>1024</dim>
+					<dim>32</dim>
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-			<data output_type="i64" />
+		<layer id="6408" name="Convert_257267" type="Convert" version="opset1">
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-					<dim>-1</dim>
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+					<dim>32</dim>
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-			<data element_type="i32" shape="" offset="0" size="4" />
+		<layer id="6409" name="self.model.layers.29.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="3429005616" size="16384" />
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-			<input>
-				<port id="0" precision="I64">
-					<dim>4</dim>
+				<port id="0" precision="U4">
+					<dim>1024</dim>
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 		</layer>
-		<layer id="6917" name="__module.model.layers.29.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+		<layer id="6410" name="Convert_257269" type="Convert" version="opset1">
+			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="I64" />
+				<port id="0" precision="U4">
+					<dim>1024</dim>
+					<dim>32</dim>
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-				<port id="0" precision="I64">
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+					<dim>1024</dim>
+					<dim>32</dim>
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 		</layer>
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-			<data special_zero="false" />
+		<layer id="6411" name="self.model.layers.29.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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+					<dim>32</dim>
+					<dim>128</dim>
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+					<dim>1024</dim>
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+					<dim>1024</dim>
+					<dim>32</dim>
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 		</layer>
-		<layer id="6920" name="Constant_230404" type="Const" version="opset1">
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+		<layer id="6412" name="self.model.layers.29.self_attn.k_proj.weight/scale" type="Const" version="opset1">
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-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="6414" name="Constant_257274" type="Const" version="opset1">
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-					<dim>8</dim>
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-					<dim>64</dim>
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-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="6416" name="__module.model.layers.29.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
+			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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-			<data auto_broadcast="numpy" />
+		<layer id="6417" name="__module.model.layers.29.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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+		<layer id="6419" name="__module.model.layers.29.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
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 			</input>
 			<output>
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 					<dim>-1</dim>
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 		</layer>
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-			<data axis="-1" />
+		<layer id="6420" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917144" size="16" />
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+				<port id="0" precision="I32">
+					<dim>4</dim>
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+			</output>
+		</layer>
+		<layer id="6421" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
 					<dim>8</dim>
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-					<dim>64</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>4</dim>
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5615,k.59">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -103223,7 +98491,7 @@
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 			</output>
 		</layer>
-		<layer id="6931" name="__module.model.layers.29.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="6422" name="__module.model.layers.29.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -103240,7 +98508,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
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@@ -103248,8 +98516,8 @@
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 		</layer>
-		<layer id="6932" name="__module.model.layers.29.self_attn/aten::add/Add_1" type="Add" version="opset1">
-			<data auto_broadcast="numpy" />
+		<layer id="6423" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -103257,40 +98525,234 @@
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="FP32">
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6424" name="__module.model.layers.29.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="6425" name="__module.model.layers.29.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
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+				<port id="1" precision="I64" />
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="5663,5668" />
+			</output>
+		</layer>
+		<layer id="6426" name="__module.model.layers.29.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+			<data auto_broadcast="numpy" m_pythondiv="true" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64" />
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+			<output>
+				<port id="2" precision="I64" />
+			</output>
+		</layer>
+		<layer id="6427" name="__module.model.layers.29.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
+			<input>
+				<port id="0" precision="I64" />
+			</input>
+			<output>
+				<port id="1" precision="I64" names="5665,5666,5670,5671" />
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+		</layer>
+		<layer id="6428" name="Constant_161767" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="6429" name="__module.model.layers.29.self_attn/aten::slice/Reshape_13" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="I64" />
+				<port id="1" precision="I64">
+					<dim>1</dim>
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+					<dim>1</dim>
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+		<layer id="6430" name="__module.model.layers.29.self_attn/aten::slice/Reshape_9" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
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+		</layer>
+		<layer id="6431" name="__module.model.layers.29.self_attn/aten::slice/Reshape_10" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="6432" name="__module.model.layers.29.self_attn/aten::slice/Reshape_11" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
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+				<port id="0" precision="I64">
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+				</port>
+			</output>
+		</layer>
+		<layer id="6433" name="__module.model.layers.29.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
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+				<port id="0" precision="FP32">
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 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
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 		</layer>
-		<layer id="6933" name="__module.model.layers.29.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
-			<data axis="-2" />
+		<layer id="6434" name="Constant_208301" type="Const" version="opset1">
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+					<dim>1</dim>
+					<dim>1</dim>
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+		</layer>
+		<layer id="6435" name="__module.model.layers.29.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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+					<dim>1</dim>
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+				<port id="2" precision="FP32" names="5673">
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>64</dim>
+				</port>
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+		</layer>
+		<layer id="6436" name="__module.model.layers.29.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64">
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+		</layer>
+		<layer id="6437" name="__module.model.layers.29.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="6438" name="__module.model.layers.29.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
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+				<port id="0" precision="I64">
+					<dim>1</dim>
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+		</layer>
+		<layer id="6439" name="__module.model.layers.29.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
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+				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
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+					<dim>64</dim>
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+		<layer id="6440" name="__module.model.layers.29.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
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 					<dim>-1</dim>
@@ -103298,7 +98760,8 @@
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 		</layer>
-		<layer id="6934" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="6441" name="__module.model.layers.29.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
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@@ -103306,50 +98769,93 @@
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 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
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+					<dim>128</dim>
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 					<dim>8</dim>
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-		<layer id="6935" name="Constant_255065" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
+		<layer id="6442" name="__module.model.layers.29.self_attn/aten::add/Add_1" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			<output>
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+				<port id="2" precision="FP32" names="5677">
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+					<dim>8</dim>
+					<dim>-1</dim>
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 		</layer>
-		<layer id="6936" name="Constant_255066" type="Const" version="opset1">
-			<data element_type="i64" shape="" offset="12" size="8" />
+		<layer id="6443" name="__module.model.layers.29.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+			<data axis="-2" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
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+					<dim>128</dim>
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+				<port id="1" precision="FP32">
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+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			<output>
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+				<port id="2" precision="FP32" names="present.29.key">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="6937" name="Gather_255067" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="6444" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
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-				<port id="1" precision="I64">
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 			<output>
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+				<port id="2" precision="FP32" names="5689,5690,5691">
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+					<dim>8</dim>
 					<dim>1</dim>
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 		</layer>
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 			<data output_type="i64" />
 			<input>
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@@ -103365,21 +98871,21 @@
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 		</layer>
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-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="6446" name="Constant_215940" type="Const" version="opset1">
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 		</layer>
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 		</layer>
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@@ -103391,34 +98897,34 @@
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 			<output>
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 				<port id="0" precision="I64">
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+		<layer id="6450" name="Constant_200063" type="Const" version="opset1">
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6944" name="Constant_216868" type="Const" version="opset1">
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 		</layer>
-		<layer id="6945" name="Gather_216869" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -103435,7 +98941,7 @@
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 			</output>
 		</layer>
-		<layer id="6946" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="6453" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="I64">
@@ -103452,12 +98958,12 @@
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 			</input>
 			<output>
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 			</output>
 		</layer>
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+		<layer id="6454" name="__module.model.layers.29.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103472,7 +98978,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -103481,15 +98987,15 @@
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 		</layer>
-		<layer id="6948" name="Constant_255284" type="Const" version="opset1">
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+		<layer id="6455" name="Constant_215656" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6949" name="__module.model.layers.29.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103504,7 +99010,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -103512,13 +99018,13 @@
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 			</output>
 		</layer>
-		<layer id="6950" name="Constant_293262" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="6951" name="Constant_293255" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -103526,7 +99032,7 @@
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 			</output>
 		</layer>
-		<layer id="6952" name="Constant_293257" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -103534,7 +99040,7 @@
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 			</output>
 		</layer>
-		<layer id="6953" name="Constant_293259" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -103542,7 +99048,7 @@
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 			</output>
 		</layer>
-		<layer id="6954" name="Concat_293260" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -103564,7 +99070,7 @@
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 			</output>
 		</layer>
-		<layer id="6955" name="Broadcast_293263" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -103581,7 +99087,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="6956" name="ReadValue_287241" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.29.valuepresent.29.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103600,13 +99106,13 @@
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 			</output>
 		</layer>
-		<layer id="6957" name="Constant_281935" type="Const" version="opset1">
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 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="6958" name="Gather_281936" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103629,94 +99135,134 @@
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 			</output>
 		</layer>
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+		<layer id="6466" name="self.model.layers.29.self_attn.v_proj.weight" type="Const" version="opset1">
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 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="6960" name="Convert_300959" type="Convert" version="opset1">
+		<layer id="6467" name="Convert_257257" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="u8" shape="1024, 1" offset="4100583592" size="1024" />
+		<layer id="6468" name="self.model.layers.29.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="3431184688" size="16384" />
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 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="6962" name="Convert_300962" type="Convert" version="opset1">
+		<layer id="6469" name="Convert_257259" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="6963" name="self.model.layers.29.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6470" name="self.model.layers.29.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="4100584616" size="2048" />
+		<layer id="6471" name="self.model.layers.29.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="3431201072" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6965" name="self.model.layers.29.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6472" name="self.model.layers.29.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6473" name="Constant_257264" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6474" name="Reshape_257265" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
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+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -103724,8 +99270,11 @@
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 		</layer>
-		<layer id="6966" name="self.model.layers.29.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6475" name="__module.model.layers.29.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -103739,7 +99288,7 @@
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 			</output>
 		</layer>
-		<layer id="6967" name="__module.model.layers.29.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6476" name="__module.model.layers.29.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -103753,22 +99302,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5317,value_states.59">
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 					<dim>-1</dim>
 					<dim>1024</dim>
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-		<layer id="6968" name="Constant_255285" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="6477" name="Constant_215657" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
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 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6969" name="__module.model.layers.29.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="6478" name="__module.model.layers.29.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103781,7 +99330,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5617">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -103789,7 +99338,7 @@
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 			</output>
 		</layer>
-		<layer id="6970" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="6479" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -103797,7 +99346,7 @@
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 			</output>
 		</layer>
-		<layer id="6971" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="6480" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -103810,7 +99359,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5326">
+				<port id="2" precision="FP32" names="5618">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -103818,7 +99367,7 @@
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 			</output>
 		</layer>
-		<layer id="6972" name="__module.model.layers.29.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="6481" name="__module.model.layers.29.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103843,7 +99392,7 @@
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 			</output>
 		</layer>
-		<layer id="6973" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="6482" name="__module.model.layers.29.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -103854,7 +99403,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5408,5409,5410">
+				<port id="2" precision="FP32" names="5705,5706,5707">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -103863,7 +99412,7 @@
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 			</output>
 		</layer>
-		<layer id="6974" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="6483" name="__module.model.layers.29.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103879,21 +99428,21 @@
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 			</output>
 		</layer>
-		<layer id="6975" name="Constant_255709" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="6484" name="Constant_215943" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="6976" name="__module.model.layers.29.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="6485" name="__module.model.layers.29.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="6977" name="__module.model.layers.29.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="6486" name="__module.model.layers.29.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -103905,34 +99454,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5402">
+				<port id="3" precision="I64" names="5699">
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 			</output>
 		</layer>
-		<layer id="6978" name="Constant_206813" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="6487" name="Constant_194521" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
-		<layer id="6979" name="Constant_216877" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="6488" name="Constant_200073" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 			</output>
 		</layer>
-		<layer id="6980" name="Constant_216878" type="Const" version="opset1">
+		<layer id="6489" name="Constant_200074" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="6981" name="Gather_216879" type="Gather" version="opset8">
+		<layer id="6490" name="Gather_200075" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -103949,7 +99498,7 @@
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 			</output>
 		</layer>
-		<layer id="6982" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="6491" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -103966,12 +99515,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="5411">
+				<port id="4" precision="I64" names="5708">
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 			</output>
 		</layer>
-		<layer id="6983" name="__module.model.layers.29.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="6492" name="__module.model.layers.29.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -103986,7 +99535,7 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -103995,15 +99544,15 @@
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 		</layer>
-		<layer id="6984" name="Constant_255286" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="6493" name="Constant_215658" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="6985" name="__module.model.layers.29.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="6494" name="__module.model.layers.29.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104018,7 +99567,7 @@
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 			</input>
 			<output>
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -104026,7 +99575,7 @@
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 		</layer>
-		<layer id="6986" name="__module.model.layers.29.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="6495" name="__module.model.layers.29.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104055,7 +99604,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5417,attn_output.117">
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 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -104063,7 +99612,7 @@
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 			</output>
 		</layer>
-		<layer id="6987" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="6496" name="__module.model.layers.29.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -104071,7 +99620,7 @@
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 			</output>
 		</layer>
-		<layer id="6988" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="6497" name="__module.model.layers.29.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -104084,7 +99633,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5418">
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 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -104092,16 +99641,70 @@
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 			</output>
 		</layer>
-		<layer id="6989" name="Constant_255287" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="6498" name="__module.model.layers.29.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6499" name="Constant_200053" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6500" name="Constant_200054" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="6501" name="Gather_200055" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="6990" name="__module.model.layers.29.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="6502" name="__module.model.layers.29.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="5722">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6503" name="__module.model.layers.29.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -104114,15 +99717,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5421">
+				<port id="2" precision="FP32" names="5723">
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 					<dim>-1</dim>
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-			<data element_type="u4" shape="4096, 32, 128" offset="4100586664" size="8388608" />
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@@ -104131,7 +99734,7 @@
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-		<layer id="6992" name="Convert_300991" type="Convert" version="opset1">
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@@ -104148,8 +99751,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="4108975272" size="65536" />
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+			<data element_type="u4" shape="4096, 32, 1" offset="3439655216" size="65536" />
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 				<port id="0" precision="U4">
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@@ -104158,7 +99761,7 @@
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-		<layer id="6994" name="Convert_300993" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -104175,7 +99778,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -104197,8 +99800,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="4109040808" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="3439720752" size="262144" />
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@@ -104207,7 +99810,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -104229,7 +99832,7 @@
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-		<layer id="6998" name="Constant_300998" type="Const" version="opset1">
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 			<output>
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@@ -104237,7 +99840,7 @@
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-		<layer id="6999" name="Reshape_300999" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -104256,8 +99859,11 @@
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 		</layer>
-		<layer id="7000" name="self.model.layers.29.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6513" name="__module.model.layers.29.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -104271,13 +99877,13 @@
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-		<layer id="7001" name="__module.model.layers.29.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
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@@ -104285,14 +99891,14 @@
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 			<input>
 				<port id="0" precision="FP32">
@@ -104307,15 +99913,15 @@
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 			<output>
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 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="4109302952" size="16384" />
+		<layer id="6516" name="Constant_208305" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -104324,7 +99930,7 @@
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-		<layer id="7004" name="Constant_246330" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
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@@ -104334,7 +99940,7 @@
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-		<layer id="7005" name="Constant_246328" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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@@ -104344,7 +99950,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -104359,22 +99965,22 @@
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 					<dim>4096</dim>
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-		<layer id="7007" name="Constant_20525" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
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-		<layer id="7008" name="__module.model.layers.29.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="6521" name="__module.model.layers.29.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
 			<data keep_dims="true" />
 			<input>
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@@ -104387,14 +99993,14 @@
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 			<output>
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 					<dim>-1</dim>
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-		<layer id="7009" name="Constant_246329" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
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@@ -104404,7 +100010,7 @@
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 		</layer>
-		<layer id="7010" name="__module.model.layers.29.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
+		<layer id="6523" name="__module.model.layers.29.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -104419,14 +100025,14 @@
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 			<output>
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-		<layer id="7011" name="__module.model.layers.29.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="6524" name="__module.model.layers.29.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -104442,7 +100048,7 @@
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 		</layer>
-		<layer id="7012" name="__module.model.layers.29.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="6525" name="__module.model.layers.29.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -104457,14 +100063,14 @@
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 			<output>
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 		</layer>
-		<layer id="7013" name="__module.model.layers.29.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6526" name="__module.model.layers.29.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -104479,14 +100085,14 @@
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 			<output>
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+				<port id="2" precision="FP32" names="5738,5739,hidden_states.893,hidden_states.895">
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-		<layer id="7014" name="__module.model.layers.29.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6527" name="__module.model.layers.29.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104501,15 +100107,15 @@
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 			<output>
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 					<dim>4096</dim>
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 		</layer>
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+		<layer id="6528" name="self.model.layers.29.mlp.gate_proj.weight" type="Const" version="opset1">
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 			<output>
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@@ -104518,7 +100124,7 @@
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 		</layer>
-		<layer id="7016" name="Convert_301013" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -104535,8 +100141,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="4138679464" size="229376" />
+		<layer id="6530" name="self.model.layers.29.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="3469359408" size="229376" />
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 				<port id="0" precision="U4">
 					<dim>14336</dim>
@@ -104545,7 +100151,7 @@
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 		</layer>
-		<layer id="7018" name="Convert_301015" type="Convert" version="opset1">
+		<layer id="6531" name="Convert_255959" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -104562,7 +100168,7 @@
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -104584,8 +100190,8 @@
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-		<layer id="7020" name="self.model.layers.29.mlp.gate_proj.weight/scale" type="Const" version="opset1">
-			<data element_type="f16" shape="14336, 32, 1" offset="4138908840" size="917504" />
+		<layer id="6533" name="self.model.layers.29.mlp.gate_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
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@@ -104594,7 +100200,7 @@
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 		</layer>
-		<layer id="7021" name="self.model.layers.29.mlp.gate_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -104616,15 +100222,15 @@
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-		<layer id="7022" name="Constant_301020" type="Const" version="opset1">
-			<data element_type="i32" shape="2" offset="227161240" size="8" />
+		<layer id="6535" name="Constant_255964" type="Const" version="opset1">
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 				<port id="0" precision="I32">
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-		<layer id="7023" name="Reshape_301021" type="Reshape" version="opset1">
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP16">
@@ -104643,8 +100249,11 @@
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 			</output>
 		</layer>
-		<layer id="7024" name="self.model.layers.29.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6537" name="__module.model.layers.29.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
@@ -104658,7 +100267,7 @@
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 		</layer>
-		<layer id="7025" name="__module.model.layers.29.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6538" name="__module.model.layers.29.mlp.gate_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -104672,14 +100281,14 @@
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 			<output>
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 					<dim>-1</dim>
 					<dim>14336</dim>
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-		<layer id="7026" name="__module.model.layers.29.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
+		<layer id="6539" name="__module.model.layers.29.mlp.act_fn/aten::silu/Swish" type="Swish" version="opset4">
 			<input>
 				<port id="0" precision="FP32">
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@@ -104688,15 +100297,15 @@
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 			<output>
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 					<dim>14336</dim>
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+		<layer id="6540" name="self.model.layers.29.mlp.up_proj.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
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@@ -104705,7 +100314,7 @@
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 		</layer>
-		<layer id="7028" name="Convert_301002" type="Convert" version="opset1">
+		<layer id="6541" name="Convert_255947" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -104722,8 +100331,8 @@
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+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5785,query_states.61">
 					<dim>-1</dim>
 					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6587" name="Constant_215659" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="139917112" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6588" name="__module.model.layers.30.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
 				</port>
-				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="FP32" names="5514">
+				<port id="2" precision="FP32" names="5791">
 					<dim>-1</dim>
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7096" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze" type="Unsqueeze" version="opset1">
+		<layer id="6589" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+			<data element_type="i32" shape="4" offset="139917144" size="16" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6590" name="__module.model.layers.30.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
+					<dim>32</dim>
 					<dim>128</dim>
 				</port>
-				<port id="1" precision="I64" />
+				<port id="1" precision="I32">
+					<dim>4</dim>
+				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5515,cos.123">
+				<port id="2" precision="FP32" names="5792,q.61">
 					<dim>-1</dim>
-					<dim>1</dim>
+					<dim>32</dim>
 					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7097" name="__module.model.layers.30.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="6591" name="__module.model.layers.30.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -105755,7 +101139,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5519">
+				<port id="2" precision="FP32" names="5826">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -105763,23 +101147,7 @@
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 			</output>
 		</layer>
-		<layer id="7098" name="Constant_230581" type="Const" version="opset1">
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-				<port id="0" precision="I64">
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-		<layer id="7099" name="Constant_230580" type="Const" version="opset1">
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-			<output>
-				<port id="0" precision="I64">
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-		</layer>
-		<layer id="7100" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
+		<layer id="6592" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_3" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -105795,13 +101163,13 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7101" name="__module.model.layers.30.self_attn/aten::size/Constant_5" type="Const" version="opset1">
+		<layer id="6593" name="__module.model.layers.30.self_attn/aten::size/Constant_3" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7102" name="__module.model.layers.30.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
+		<layer id="6594" name="__module.model.layers.30.self_attn/aten::size/Gather_3" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -105811,10 +101179,10 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5520,5525" />
+				<port id="3" precision="I64" names="5827,5832" />
 			</output>
 		</layer>
-		<layer id="7103" name="__module.model.layers.30.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
+		<layer id="6595" name="__module.model.layers.30.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
 				<port id="0" precision="I64" />
@@ -105824,23 +101192,23 @@
 				<port id="2" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7104" name="__module.model.layers.30.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="6596" name="__module.model.layers.30.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
-				<port id="1" precision="I64" names="5522,5523,5527,5528" />
+				<port id="1" precision="I64" names="5829,5830,5834,5835" />
 			</output>
 		</layer>
-		<layer id="7105" name="Constant_254410" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="6597" name="Constant_161781" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7106" name="__module.model.layers.30.self_attn/aten::slice/Unsqueeze_5" type="Reshape" version="opset1">
+		<layer id="6598" name="__module.model.layers.30.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -105854,53 +101222,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7107" name="Constant_230579" type="Const" version="opset1">
-			<data element_type="i32" shape="1" offset="0" size="4" />
+		<layer id="6599" name="__module.model.layers.30.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
 			<output>
-				<port id="0" precision="I32">
-					<dim>1</dim>
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-		</layer>
-		<layer id="7108" name="ScatterUpdate_230582" type="ScatterUpdate" version="opset3">
-			<input>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-				<port id="1" precision="I64">
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-				<port id="2" precision="I64">
-					<dim>1</dim>
-				</port>
-				<port id="3" precision="I32">
 					<dim>1</dim>
 				</port>
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-			<output>
-				<port id="4" precision="I64">
-					<dim>4</dim>
-				</port>
 			</output>
 		</layer>
-		<layer id="7109" name="Constant_230585" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="6600" name="__module.model.layers.30.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7110" name="Constant_230588" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="6601" name="__module.model.layers.30.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7111" name="__module.model.layers.30.self_attn/aten::slice/Slice" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6602" name="__module.model.layers.30.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -105909,17 +101255,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5529,x2.121">
+				<port id="5" precision="FP32" names="5836,x2.121">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -105927,8 +101276,8 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7112" name="Constant_246336" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="6603" name="Constant_208310" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -105938,7 +101287,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7113" name="__module.model.layers.30.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6604" name="__module.model.layers.30.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -105955,7 +101304,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5530">
+				<port id="2" precision="FP32" names="5837">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -105963,24 +101312,31 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7114" name="Constant_230633" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="6605" name="__module.model.layers.30.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7115" name="Constant_230638" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="6606" name="__module.model.layers.30.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6607" name="__module.model.layers.30.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7116" name="__module.model.layers.30.self_attn/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6608" name="__module.model.layers.30.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -105989,17 +101345,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5524">
+				<port id="5" precision="FP32" names="5831">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -106007,7 +101366,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7117" name="__module.model.layers.30.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="6609" name="__module.model.layers.30.self_attn/aten::cat/Concat" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106024,7 +101383,32 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5532">
+				<port id="2" precision="FP32" names="5839">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6610" name="__module.model.layers.30.self_attn/aten::mul/Multiply_1" type="Multiply" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="5840">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -106032,16 +101416,46 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7118" name="self.model.layers.30.self_attn.rotary_emb.sin_cached" type="Const" version="opset1">
-			<data element_type="f32" shape="32768, 128" offset="156694500" size="16777216" />
+		<layer id="6611" name="__module.model.layers.30.self_attn/aten::add/Add" type="Add" version="opset1">
+			<data auto_broadcast="numpy" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="FP32">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
 			<output>
-				<port id="0" precision="FP32" names="self.model.layers.30.self_attn.rotary_emb.sin_cached">
-					<dim>32768</dim>
+				<port id="2" precision="FP32" names="5841">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
 					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7119" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Unsqueeze_4" type="Const" version="opset1">
+		<layer id="6612" name="Constant_232229" type="Const" version="opset1">
+			<data element_type="f32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="FP32" />
+			</output>
+		</layer>
+		<layer id="6613" name="Constant_232222" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="4" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6614" name="Constant_232224" type="Const" version="opset1">
 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -106049,20 +101463,19 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7120" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Unsqueeze_6" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="6615" name="Constant_232226" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7121" name="__module.model.layers.30.self_attn.rotary_emb/aten::slice/Slice_1" type="StridedSlice" version="opset1">
-			<data begin_mask="0" end_mask="0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6616" name="Concat_232227" type="Concat" version="opset1">
+			<data axis="0" />
 			<input>
-				<port id="0" precision="FP32">
-					<dim>32768</dim>
-					<dim>128</dim>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 				<port id="1" precision="I64">
 					<dim>1</dim>
@@ -106075,195 +101488,204 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5508,5509,5512,sin.121">
-					<dim>-1</dim>
-					<dim>128</dim>
+				<port id="4" precision="I64">
+					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7122" name="Constant_29384" type="Const" version="opset1">
-			<data element_type="i32" shape="" offset="0" size="4" />
-			<output>
-				<port id="0" precision="I32" />
-			</output>
-		</layer>
-		<layer id="7123" name="__module.model.layers.30.self_attn/aten::index/Gather_1" type="Gather" version="opset8">
-			<data batch_dims="0" />
+		<layer id="6617" name="Broadcast_232230" type="Broadcast" version="opset3">
+			<data mode="numpy" />
 			<input>
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 				<port id="1" precision="FP16">
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 			<output>
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 				<port id="0" precision="FP16">
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 		</layer>
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 			<output>
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@@ -106271,8 +101693,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -106286,7 +101711,7 @@
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-		<layer id="7135" name="__module.model.layers.30.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<output>
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 					<dim>-1</dim>
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 			<input>
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@@ -106328,7 +101753,7 @@
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 			<output>
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 					<dim>-1</dim>
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@@ -106336,7 +101761,7 @@
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 		</layer>
-		<layer id="7138" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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@@ -106344,7 +101769,7 @@
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 		</layer>
-		<layer id="7139" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
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@@ -106357,7 +101782,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -106365,7 +101790,7 @@
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 		</layer>
-		<layer id="7140" name="__module.model.layers.30.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
+		<layer id="6636" name="__module.model.layers.30.self_attn/aten::mul/Multiply_2" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -106382,7 +101807,7 @@
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 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -106390,23 +101815,7 @@
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 		</layer>
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+		<layer id="6637" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_5" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
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@@ -106422,13 +101831,13 @@
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 		</layer>
-		<layer id="7144" name="__module.model.layers.30.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+		<layer id="6638" name="__module.model.layers.30.self_attn/aten::size/Constant_5" type="Const" version="opset1">
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 		</layer>
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+		<layer id="6639" name="__module.model.layers.30.self_attn/aten::size/Gather_5" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
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@@ -106438,10 +101847,10 @@
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 			<output>
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+				<port id="3" precision="I64" names="5843,5848" />
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 		</layer>
-		<layer id="7146" name="__module.model.layers.30.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
+		<layer id="6640" name="__module.model.layers.30.self_attn/aten::floor_divide/Divide_3" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -106451,23 +101860,23 @@
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 		</layer>
-		<layer id="7147" name="__module.model.layers.30.self_attn/aten::floor_divide/Floor_3" type="Floor" version="opset1">
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 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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 		</layer>
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+		<layer id="6642" name="Constant_161782" type="Const" version="opset1">
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 		</layer>
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 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -106481,53 +101890,31 @@
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 		</layer>
-		<layer id="7150" name="Constant_230680" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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 			<output>
 				<port id="0" precision="I64">
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6647" name="__module.model.layers.30.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
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@@ -106536,17 +101923,20 @@
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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 			<output>
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@@ -106554,8 +101944,8 @@
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+		<layer id="6648" name="Constant_208311" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -106565,7 +101955,7 @@
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 			</output>
 		</layer>
-		<layer id="7156" name="__module.model.layers.30.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6649" name="__module.model.layers.30.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -106582,7 +101972,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -106590,24 +101980,31 @@
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-		<layer id="7157" name="Constant_230734" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="6650" name="__module.model.layers.30.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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-		<layer id="7158" name="Constant_230739" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="6651" name="__module.model.layers.30.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6652" name="__module.model.layers.30.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
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+			</output>
+		</layer>
+		<layer id="6653" name="__module.model.layers.30.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -106616,17 +102013,20 @@
 					<dim>128</dim>
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 				<port id="1" precision="I64">
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 				<port id="3" precision="I64">
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -106634,7 +102034,7 @@
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 			</output>
 		</layer>
-		<layer id="7160" name="__module.model.layers.30.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
+		<layer id="6654" name="__module.model.layers.30.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106651,7 +102051,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5855">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -106659,7 +102059,7 @@
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 			</output>
 		</layer>
-		<layer id="7161" name="__module.model.layers.30.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="6655" name="__module.model.layers.30.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106676,7 +102076,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5856">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -106684,7 +102084,7 @@
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 			</output>
 		</layer>
-		<layer id="7162" name="__module.model.layers.30.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="6656" name="__module.model.layers.30.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106701,7 +102101,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5857">
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -106709,7 +102109,7 @@
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 			</output>
 		</layer>
-		<layer id="7163" name="__module.model.layers.30.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
+		<layer id="6657" name="__module.model.layers.30.self_attn/aten::cat/Concat_2" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106734,7 +102134,7 @@
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 			</output>
 		</layer>
-		<layer id="7164" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="6658" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -106745,7 +102145,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5869,5870,5871">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -106754,38 +102154,7 @@
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 			</output>
 		</layer>
-		<layer id="7165" name="Constant_255081" type="Const" version="opset1">
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-		<layer id="7166" name="Constant_255082" type="Const" version="opset1">
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-		<layer id="7167" name="Gather_255083" type="Gather" version="opset8">
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-		</layer>
-		<layer id="7168" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="6659" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106801,21 +102170,21 @@
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 			</output>
 		</layer>
-		<layer id="7169" name="Constant_255715" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="6660" name="Constant_215946" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7170" name="__module.model.layers.30.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="6661" name="__module.model.layers.30.self_attn/aten::size/Constant_7" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="7171" name="__module.model.layers.30.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="6662" name="__module.model.layers.30.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -106827,34 +102196,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
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+				<port id="3" precision="I64" names="5863">
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 		</layer>
-		<layer id="7172" name="Constant_206831" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="6663" name="Constant_194539" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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-		<layer id="7173" name="Constant_216902" type="Const" version="opset1">
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+		<layer id="6664" name="Constant_200098" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
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 		</layer>
-		<layer id="7174" name="Constant_216903" type="Const" version="opset1">
+		<layer id="6665" name="Constant_200099" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7175" name="Gather_216904" type="Gather" version="opset8">
+		<layer id="6666" name="Gather_200100" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -106871,7 +102240,7 @@
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 			</output>
 		</layer>
-		<layer id="7176" name="__module.model.layers.30.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
+		<layer id="6667" name="__module.model.layers.30.self_attn/prim::ListConstruct/Concat_2" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -106888,12 +102257,12 @@
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 			</input>
 			<output>
-				<port id="4" precision="I64" names="5565">
+				<port id="4" precision="I64" names="5872">
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 			</output>
 		</layer>
-		<layer id="7177" name="__module.model.layers.30.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="6668" name="__module.model.layers.30.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106908,7 +102277,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5873,hidden_states.911">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -106917,15 +102286,15 @@
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 		</layer>
-		<layer id="7178" name="Constant_255290" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="6669" name="Constant_215661" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 		</layer>
-		<layer id="7179" name="__module.model.layers.30.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="6670" name="__module.model.layers.30.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -106940,7 +102309,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5570">
+				<port id="2" precision="FP32" names="5877,key_states.127">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -106948,13 +102317,13 @@
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 			</output>
 		</layer>
-		<layer id="7180" name="Constant_293288" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
 			</output>
 		</layer>
-		<layer id="7181" name="Constant_293281" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="4" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -106962,7 +102331,7 @@
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 			</output>
 		</layer>
-		<layer id="7182" name="Constant_293283" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -106970,7 +102339,7 @@
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 			</output>
 		</layer>
-		<layer id="7183" name="Constant_293285" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="20" size="8" />
 			<output>
 				<port id="0" precision="I64">
@@ -106978,7 +102347,7 @@
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 			</output>
 		</layer>
-		<layer id="7184" name="Concat_293286" type="Concat" version="opset1">
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 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -107000,7 +102369,7 @@
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 			</output>
 		</layer>
-		<layer id="7185" name="Broadcast_293289" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -107017,7 +102386,7 @@
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 			</output>
 		</layer>
-		<layer id="7186" name="ReadValue_287249" type="ReadValue" version="opset6">
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 			<data variable_id="past_key_values.30.valuepresent.30.value" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107036,13 +102405,13 @@
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 			</output>
 		</layer>
-		<layer id="7187" name="Constant_281941" type="Const" version="opset1">
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 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="7188" name="Gather_281942" type="Gather" version="opset8">
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 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107065,94 +102434,134 @@
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 			</output>
 		</layer>
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+		<layer id="6680" name="self.model.layers.30.self_attn.v_proj.weight" type="Const" version="opset1">
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 					<dim>1024</dim>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="7190" name="Convert_301036" type="Convert" version="opset1">
+		<layer id="6681" name="Convert_257277" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
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 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
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-			<data element_type="u8" shape="1024, 1" offset="4226037928" size="1024" />
+		<layer id="6682" name="self.model.layers.30.self_attn.v_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="3544529200" size="16384" />
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+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7192" name="Convert_301039" type="Convert" version="opset1">
+		<layer id="6683" name="Convert_257279" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7193" name="self.model.layers.30.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6684" name="self.model.layers.30.self_attn.v_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 			</output>
 		</layer>
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-			<data element_type="f16" shape="1024, 1" offset="4226038952" size="2048" />
+		<layer id="6685" name="self.model.layers.30.self_attn.v_proj.weight/scale" type="Const" version="opset1">
+			<data element_type="f16" shape="1024, 32, 1" offset="3544545584" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7195" name="self.model.layers.30.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6686" name="self.model.layers.30.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6687" name="Constant_257284" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6688" name="Reshape_257285" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I32">
+					<dim>2</dim>
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+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -107160,8 +102569,11 @@
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 			</output>
 		</layer>
-		<layer id="7196" name="self.model.layers.30.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6689" name="__module.model.layers.30.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -107175,7 +102587,7 @@
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 			</output>
 		</layer>
-		<layer id="7197" name="__module.model.layers.30.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6690" name="__module.model.layers.30.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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 				<port id="0" precision="FP32">
@@ -107189,22 +102601,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5487,value_states.61">
+				<port id="2" precision="FP32" names="5789,value_states.61">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>1024</dim>
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 		</layer>
-		<layer id="7198" name="Constant_255291" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="6691" name="Constant_215662" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="7199" name="__module.model.layers.30.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
+		<layer id="6692" name="__module.model.layers.30.self_attn/aten::view/Reshape_2" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107217,7 +102629,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="5797">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>8</dim>
@@ -107225,7 +102637,7 @@
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 			</output>
 		</layer>
-		<layer id="7200" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
+		<layer id="6693" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_2" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -107233,7 +102645,7 @@
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 			</output>
 		</layer>
-		<layer id="7201" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
+		<layer id="6694" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_2" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -107246,7 +102658,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5496">
+				<port id="2" precision="FP32" names="5798">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -107254,7 +102666,7 @@
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 			</output>
 		</layer>
-		<layer id="7202" name="__module.model.layers.30.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="6695" name="__module.model.layers.30.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-2" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107279,7 +102691,7 @@
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 			</output>
 		</layer>
-		<layer id="7203" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+		<layer id="6696" name="__module.model.layers.30.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -107290,7 +102702,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5578,5579,5580">
+				<port id="2" precision="FP32" names="5885,5886,5887">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -107299,7 +102711,7 @@
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 			</output>
 		</layer>
-		<layer id="7204" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_12" type="ShapeOf" version="opset3">
+		<layer id="6697" name="__module.model.layers.30.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107315,21 +102727,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7205" name="Constant_255718" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="6698" name="Constant_215949" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7206" name="__module.model.layers.30.self_attn/aten::size/Constant_13" type="Const" version="opset1">
+		<layer id="6699" name="__module.model.layers.30.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7207" name="__module.model.layers.30.self_attn/aten::size/Gather_13" type="Gather" version="opset8">
+		<layer id="6700" name="__module.model.layers.30.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -107341,34 +102753,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5572">
+				<port id="3" precision="I64" names="5879">
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 				</port>
 			</output>
 		</layer>
-		<layer id="7208" name="Constant_206849" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="6701" name="Constant_194557" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7209" name="Constant_216912" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="6702" name="Constant_200108" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7210" name="Constant_216913" type="Const" version="opset1">
+		<layer id="6703" name="Constant_200109" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7211" name="Gather_216914" type="Gather" version="opset8">
+		<layer id="6704" name="Gather_200110" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -107385,7 +102797,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7212" name="__module.model.layers.30.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
+		<layer id="6705" name="__module.model.layers.30.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -107402,12 +102814,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="5581">
+				<port id="4" precision="I64" names="5888">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7213" name="__module.model.layers.30.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
+		<layer id="6706" name="__module.model.layers.30.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107422,7 +102834,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5582,hidden_states.917">
+				<port id="2" precision="FP32" names="5889,hidden_states.915">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -107431,15 +102843,15 @@
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 			</output>
 		</layer>
-		<layer id="7214" name="Constant_255292" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="6707" name="Constant_215663" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
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 			</output>
 		</layer>
-		<layer id="7215" name="__module.model.layers.30.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
+		<layer id="6708" name="__module.model.layers.30.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107454,7 +102866,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5586">
+				<port id="2" precision="FP32" names="5893">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -107462,7 +102874,7 @@
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 			</output>
 		</layer>
-		<layer id="7216" name="__module.model.layers.30.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
+		<layer id="6709" name="__module.model.layers.30.self_attn/aten::scaled_dot_product_attention/ScaledDotProductAttention" type="ScaledDotProductAttention" version="opset13">
 			<data causal="false" />
 			<input>
 				<port id="0" precision="FP32">
@@ -107491,7 +102903,7 @@
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5587,attn_output.121">
+				<port id="4" precision="FP32" names="5899,attn_output.121">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -107499,7 +102911,7 @@
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 			</output>
 		</layer>
-		<layer id="7217" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
+		<layer id="6710" name="__module.model.layers.30.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
 			<data element_type="i32" shape="4" offset="139917144" size="16" />
 			<output>
 				<port id="0" precision="I32">
@@ -107507,7 +102919,7 @@
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 			</output>
 		</layer>
-		<layer id="7218" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
+		<layer id="6711" name="__module.model.layers.30.self_attn/aten::transpose/Transpose_3" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -107520,7 +102932,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5588">
+				<port id="2" precision="FP32" names="5900">
 					<dim>-1</dim>
 					<dim>-1</dim>
 					<dim>32</dim>
@@ -107528,16 +102940,70 @@
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 			</output>
 		</layer>
-		<layer id="7219" name="Constant_255293" type="Const" version="opset1">
-			<data element_type="i64" shape="3" offset="179848320" size="24" />
+		<layer id="6712" name="__module.model.layers.30.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>-1</dim>
+					<dim>4096</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6713" name="Constant_200088" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="144275728" size="16" />
 			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6714" name="Constant_200089" type="Const" version="opset1">
+			<data element_type="i64" shape="" offset="12" size="8" />
+			<output>
+				<port id="0" precision="I64" />
+			</output>
+		</layer>
+		<layer id="6715" name="Gather_200090" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
 				<port id="0" precision="I64">
 					<dim>3</dim>
 				</port>
+				<port id="1" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="2" precision="I64" />
+			</input>
+			<output>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="7220" name="__module.model.layers.30.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
-			<data special_zero="true" />
+		<layer id="6716" name="__module.model.layers.30.self_attn/prim::ListConstruct/Concat_7" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="I64" names="5902">
+					<dim>3</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6717" name="__module.model.layers.30.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
+			<data special_zero="false" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -107550,15 +103016,15 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5591">
+				<port id="2" precision="FP32" names="5903">
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 					<dim>-1</dim>
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-			<data element_type="u4" shape="4096, 32, 128" offset="4226041000" size="8388608" />
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@@ -107567,7 +103033,7 @@
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-		<layer id="7222" name="Convert_301068" type="Convert" version="opset1">
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@@ -107584,8 +103050,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="4234429608" size="65536" />
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+			<data element_type="u4" shape="4096, 32, 1" offset="3552999728" size="65536" />
 			<output>
 				<port id="0" precision="U4">
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@@ -107594,7 +103060,7 @@
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 		</layer>
-		<layer id="7224" name="Convert_301070" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -107611,7 +103077,7 @@
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-		<layer id="7225" name="self.model.layers.30.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
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@@ -107633,8 +103099,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="4234495144" size="262144" />
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+			<data element_type="f16" shape="4096, 32, 1" offset="3553065264" size="262144" />
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 				<port id="0" precision="FP16">
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@@ -107643,7 +103109,7 @@
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 		</layer>
-		<layer id="7227" name="self.model.layers.30.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6724" name="self.model.layers.30.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -107665,7 +103131,7 @@
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 			</output>
 		</layer>
-		<layer id="7228" name="Constant_301075" type="Const" version="opset1">
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 			<data element_type="i32" shape="2" offset="139917104" size="8" />
 			<output>
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@@ -107673,7 +103139,7 @@
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 			</output>
 		</layer>
-		<layer id="7229" name="Reshape_301076" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -107692,8 +103158,11 @@
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 		</layer>
-		<layer id="7230" name="self.model.layers.30.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6727" name="__module.model.layers.30.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -107707,13 +103176,13 @@
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 			<input>
 				<port id="0" precision="FP32">
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 					<dim>-1</dim>
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@@ -107721,14 +103190,14 @@
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 			<input>
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@@ -107743,15 +103212,15 @@
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 			<output>
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 					<dim>4096</dim>
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-			<data element_type="f32" shape="1, 1, 4096" offset="4234757288" size="16384" />
+		<layer id="6730" name="Constant_208315" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -107760,7 +103229,7 @@
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 		</layer>
-		<layer id="7234" name="Constant_246340" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
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@@ -107770,7 +103239,7 @@
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-		<layer id="7235" name="Constant_246338" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
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@@ -107780,7 +103249,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -107795,22 +103264,22 @@
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-		<layer id="7237" name="Constant_21201" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
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-		<layer id="7238" name="__module.model.layers.30.post_attention_layernorm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<data keep_dims="true" />
 			<input>
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@@ -107823,14 +103292,14 @@
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 			<output>
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-		<layer id="7239" name="Constant_246339" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
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@@ -107840,7 +103309,7 @@
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+		<layer id="6737" name="__module.model.layers.30.post_attention_layernorm/aten::add/Add" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -107855,14 +103324,14 @@
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 			<output>
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-		<layer id="7241" name="__module.model.layers.30.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="6738" name="__module.model.layers.30.post_attention_layernorm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -107878,7 +103347,7 @@
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 		</layer>
-		<layer id="7242" name="__module.model.layers.30.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="6739" name="__module.model.layers.30.post_attention_layernorm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
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@@ -107893,14 +103362,14 @@
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+		<layer id="6740" name="__module.model.layers.30.post_attention_layernorm/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
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@@ -107915,14 +103384,14 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -107937,15 +103406,15 @@
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 					<dim>4096</dim>
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@@ -107954,7 +103423,7 @@
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-		<layer id="7246" name="Convert_301090" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U4">
@@ -107971,8 +103440,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="4264133800" size="229376" />
+		<layer id="6744" name="self.model.layers.30.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="14336, 32, 1" offset="3582703920" size="229376" />
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 				<port id="0" precision="U4">
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@@ -107981,7 +103450,7 @@
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-		<layer id="7248" name="Convert_301092" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -107998,7 +103467,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -108020,8 +103489,8 @@
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 				<port id="0" precision="FP16">
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@@ -108030,7 +103499,7 @@
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -108052,15 +103521,15 @@
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+		<layer id="6749" name="Constant_255994" type="Const" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -108079,8 +103548,11 @@
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-		<layer id="7254" name="self.model.layers.30.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6751" name="__module.model.layers.30.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 				<port id="0" precision="FP16">
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@@ -108094,7 +103566,7 @@
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-		<layer id="7255" name="__module.model.layers.30.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -108108,14 +103580,14 @@
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 				<port id="0" precision="FP32">
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@@ -108124,15 +103596,15 @@
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@@ -108141,7 +103613,7 @@
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-		<layer id="7258" name="Convert_301079" type="Convert" version="opset1">
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 			<input>
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@@ -108158,8 +103630,8 @@
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@@ -108168,7 +103640,7 @@
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@@ -108185,7 +103657,7 @@
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@@ -108217,7 +103689,7 @@
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@@ -108239,15 +103711,15 @@
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@@ -108266,8 +103738,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -108281,7 +103756,7 @@
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@@ -108334,7 +103809,7 @@
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@@ -108351,8 +103826,8 @@
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@@ -108361,7 +103836,7 @@
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@@ -108378,7 +103853,7 @@
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@@ -108410,7 +103885,7 @@
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@@ -108432,15 +103907,15 @@
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@@ -108459,8 +103934,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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@@ -108474,7 +103952,7 @@
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@@ -108527,7 +104005,7 @@
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@@ -108537,7 +104015,7 @@
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@@ -108612,14 +104090,14 @@
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 					<dim>1024</dim>
+					<dim>32</dim>
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 				<port id="0" precision="FP16">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="7298" name="self.model.layers.31.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6795" name="self.model.layers.31.self_attn.v_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
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+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+			</output>
+		</layer>
+		<layer id="6796" name="Constant_257304" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
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+		<layer id="6797" name="Reshape_257305" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
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@@ -108796,8 +104314,11 @@
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-		<layer id="7299" name="self.model.layers.31.self_attn.v_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6798" name="__module.model.layers.31.self_attn.v_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
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@@ -108811,7 +104332,7 @@
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-		<layer id="7300" name="__module.model.layers.31.self_attn.v_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6799" name="__module.model.layers.31.self_attn.v_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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@@ -108825,22 +104346,22 @@
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 			<output>
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-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="6800" name="Constant_215664" type="Const" version="opset1">
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-		<layer id="7302" name="__module.model.layers.31.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
+		<layer id="6801" name="__module.model.layers.31.self_attn/aten::view/Reshape" type="Reshape" version="opset1">
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@@ -108853,7 +104374,7 @@
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 			<output>
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@@ -108861,7 +104382,7 @@
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 		</layer>
-		<layer id="7303" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
+		<layer id="6802" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate" type="Const" version="opset1">
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@@ -108869,7 +104390,7 @@
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 			</output>
 		</layer>
-		<layer id="7304" name="__module.model.layers.31.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
+		<layer id="6803" name="__module.model.layers.31.self_attn/aten::transpose/Transpose" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
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@@ -108882,7 +104403,7 @@
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 			</input>
 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -108890,7 +104411,7 @@
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 		</layer>
-		<layer id="7305" name="__module.model.layers.31.self_attn/aten::cat/Concat" type="Concat" version="opset1">
+		<layer id="6804" name="__module.model.layers.31.self_attn/aten::cat/Concat" type="Concat" version="opset1">
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 			<input>
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@@ -108915,13 +104436,13 @@
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-		<layer id="7307" name="Constant_293314" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32" />
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 		</layer>
-		<layer id="7308" name="Constant_293307" type="Const" version="opset1">
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 			<output>
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@@ -108929,7 +104450,7 @@
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 		</layer>
-		<layer id="7309" name="Constant_293309" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
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@@ -108937,7 +104458,7 @@
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 		</layer>
-		<layer id="7310" name="Constant_293311" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
@@ -108945,7 +104466,7 @@
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 			</output>
 		</layer>
-		<layer id="7311" name="Concat_293312" type="Concat" version="opset1">
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 			<input>
 				<port id="0" precision="I64">
@@ -108967,7 +104488,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7312" name="Broadcast_293315" type="Broadcast" version="opset3">
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 			<data mode="numpy" />
 			<input>
 				<port id="0" precision="FP32" />
@@ -108984,7 +104505,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7313" name="ReadValue_287251" type="ReadValue" version="opset6">
+		<layer id="6812" name="ReadValue_228358" type="ReadValue" version="opset6">
 			<data variable_id="past_key_values.31.keypresent.31.key" variable_type="f32" variable_shape="?,8,?,128" />
 			<input>
 				<port id="0" precision="FP32">
@@ -109003,13 +104524,13 @@
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 			</output>
 		</layer>
-		<layer id="7314" name="Constant_281944" type="Const" version="opset1">
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 			<data element_type="i32" shape="" offset="0" size="4" />
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 				<port id="0" precision="I32" />
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 		</layer>
-		<layer id="7315" name="Gather_281945" type="Gather" version="opset8">
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 			<input>
 				<port id="0" precision="FP32">
@@ -109032,94 +104553,134 @@
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-			<data element_type="u8" shape="1024, 4096" offset="4330492072" size="4194304" />
+		<layer id="6815" name="self.model.layers.31.self_attn.k_proj.weight" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 128" offset="3647043888" size="2097152" />
 			<output>
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+					<dim>32</dim>
+					<dim>128</dim>
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 			</output>
 		</layer>
-		<layer id="7317" name="Convert_301124" type="Convert" version="opset1">
+		<layer id="6816" name="Convert_257307" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
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+					<dim>32</dim>
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 			</input>
 			<output>
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 					<dim>1024</dim>
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-			<data element_type="u8" shape="1024, 1" offset="4334686376" size="1024" />
+		<layer id="6817" name="self.model.layers.31.self_attn.k_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="1024, 32, 1" offset="3649141040" size="16384" />
 			<output>
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 					<dim>1024</dim>
+					<dim>32</dim>
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 			</output>
 		</layer>
-		<layer id="7319" name="Convert_301127" type="Convert" version="opset1">
+		<layer id="6818" name="Convert_257309" type="Convert" version="opset1">
 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
 			<output>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7320" name="self.model.layers.31.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="6819" name="self.model.layers.31.self_attn.k_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
-					<dim>4096</dim>
+					<dim>32</dim>
+					<dim>128</dim>
 				</port>
 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
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+					<dim>128</dim>
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-			<data element_type="f16" shape="1024, 1" offset="4334687400" size="2048" />
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+			<data element_type="f16" shape="1024, 32, 1" offset="3649157424" size="65536" />
 			<output>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
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 		</layer>
-		<layer id="7322" name="self.model.layers.31.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="6821" name="self.model.layers.31.self_attn.k_proj.weight/fq_weights_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
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+					<dim>128</dim>
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 				<port id="1" precision="FP16">
 					<dim>1024</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6822" name="Constant_257314" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="142096536" size="8" />
+			<output>
+				<port id="0" precision="I32">
+					<dim>2</dim>
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+			</output>
+		</layer>
+		<layer id="6823" name="Reshape_257315" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>1024</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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+				<port id="1" precision="I32">
+					<dim>2</dim>
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+			</input>
 			<output>
 				<port id="2" precision="FP16">
 					<dim>1024</dim>
@@ -109127,8 +104688,11 @@
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 			</output>
 		</layer>
-		<layer id="7323" name="self.model.layers.31.self_attn.k_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6824" name="__module.model.layers.31.self_attn.k_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>1024</dim>
@@ -109142,7 +104706,7 @@
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 			</output>
 		</layer>
-		<layer id="7324" name="__module.model.layers.31.self_attn.k_proj/aten::linear/MatMul" type="MatMul" version="opset1">
+		<layer id="6825" name="__module.model.layers.31.self_attn.k_proj/prim::PythonOp/MatMul" type="MatMul" version="opset1">
 			<data transpose_a="false" transpose_b="true" />
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@@ -109156,22 +104720,22 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5655,key_states.129">
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 					<dim>-1</dim>
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-		<layer id="7325" name="Constant_255295" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650796" size="32" />
+		<layer id="6826" name="Constant_215665" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096544" size="32" />
 			<output>
 				<port id="0" precision="I64">
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 		</layer>
-		<layer id="7326" name="__module.model.layers.31.self_attn/aten::view/Reshape_1" type="Reshape" version="opset1">
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 			<data special_zero="true" />
 			<input>
 				<port id="0" precision="FP32">
@@ -109184,7 +104748,7 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5662">
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 					<dim>-1</dim>
 					<dim>8</dim>
@@ -109192,7 +104756,7 @@
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 		</layer>
-		<layer id="7327" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
+		<layer id="6828" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate_1" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I32">
@@ -109200,7 +104764,7 @@
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 			</output>
 		</layer>
-		<layer id="7328" name="__module.model.layers.31.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
+		<layer id="6829" name="__module.model.layers.31.self_attn/aten::transpose/Transpose_1" type="Transpose" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -109213,172 +104777,15 @@
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 			<output>
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-					<dim>128</dim>
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 		</layer>
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+		<layer id="6830" name="__module.model.layers.31.self_attn/aten::mul/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
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@@ -109395,7 +104802,7 @@
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 			</input>
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@@ -109403,23 +104810,7 @@
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@@ -109435,13 +104826,13 @@
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 			</output>
 		</layer>
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 			<data batch_dims="0" />
 			<input>
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@@ -109451,10 +104842,10 @@
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 			<output>
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 		</layer>
-		<layer id="7347" name="__module.model.layers.31.self_attn/aten::floor_divide/Divide_1" type="Divide" version="opset1">
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 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -109464,23 +104855,23 @@
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 			</output>
 		</layer>
-		<layer id="7348" name="__module.model.layers.31.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
+		<layer id="6835" name="__module.model.layers.31.self_attn/aten::floor_divide/Floor_1" type="Floor" version="opset1">
 			<input>
 				<port id="0" precision="I64" />
 			</input>
 			<output>
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 		</layer>
-		<layer id="7349" name="Constant_254422" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="6836" name="Constant_161796" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
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 		</layer>
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+		<layer id="6837" name="__module.model.layers.31.self_attn/aten::slice/Reshape_5" type="Reshape" version="opset1">
 			<data special_zero="false" />
 			<input>
 				<port id="0" precision="I64" />
@@ -109494,53 +104885,31 @@
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 			</output>
 		</layer>
-		<layer id="7351" name="Constant_230855" type="Const" version="opset1">
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+		<layer id="6838" name="__module.model.layers.31.self_attn/aten::slice/Reshape_1" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917452" size="8" />
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-			<data element_type="i64" shape="4" offset="156694432" size="32" />
+		<layer id="6839" name="__module.model.layers.31.self_attn/aten::slice/Reshape_2" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="I64">
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-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="6840" name="__module.model.layers.31.self_attn/aten::slice/Reshape_3" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+		<layer id="6841" name="__module.model.layers.31.self_attn/aten::slice/Slice" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -109549,17 +104918,20 @@
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 				</port>
 				<port id="1" precision="I64">
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 				<port id="2" precision="I64">
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
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+				<port id="4" precision="I64">
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 			<output>
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 					<dim>8</dim>
 					<dim>-1</dim>
@@ -109567,8 +104939,8 @@
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+		<layer id="6842" name="Constant_208320" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -109578,7 +104950,7 @@
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 			</output>
 		</layer>
-		<layer id="7357" name="__module.model.layers.31.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
+		<layer id="6843" name="__module.model.layers.31.self_attn/aten::neg/Multiply" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -109595,7 +104967,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="6033">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -109603,24 +104975,31 @@
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 			</output>
 		</layer>
-		<layer id="7358" name="Constant_230909" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="6844" name="__module.model.layers.31.self_attn/aten::slice/Reshape_4" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
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+					<dim>1</dim>
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 		</layer>
-		<layer id="7359" name="Constant_230914" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="6845" name="__module.model.layers.31.self_attn/aten::slice/Reshape_6" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 		</layer>
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6846" name="__module.model.layers.31.self_attn/aten::slice/Reshape_7" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6847" name="__module.model.layers.31.self_attn/aten::slice/Slice_1" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -109629,17 +105008,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
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 				<port id="2" precision="I64">
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+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
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+				<port id="5" precision="FP32" names="6027">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -109647,7 +105029,7 @@
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 			</output>
 		</layer>
-		<layer id="7361" name="__module.model.layers.31.self_attn/aten::cat/Concat_1" type="Concat" version="opset1">
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 			<data axis="-1" />
 			<input>
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@@ -109664,7 +105046,7 @@
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 			</input>
 			<output>
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+				<port id="2" precision="FP32" names="6035">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>-1</dim>
@@ -109672,101 +105054,7 @@
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 			</output>
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-					<dim>128</dim>
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-				<port id="0" precision="I64">
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 			<data destination_type="f16" />
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@@ -109946,8 +105274,11 @@
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 			<data destination_type="f32" />
+			<rt_info>
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 			<input>
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@@ -109961,7 +105292,7 @@
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@@ -109990,7 +105321,7 @@
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@@ -110003,7 +105334,7 @@
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@@ -110011,7 +105342,7 @@
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@@ -110019,7 +105350,7 @@
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 			<output>
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@@ -110057,7 +105388,7 @@
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@@ -110097,13 +105412,13 @@
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@@ -110126,23 +105441,23 @@
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@@ -110156,53 +105471,31 @@
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-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6930" name="__module.model.layers.31.self_attn/aten::slice/Slice_2" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -110211,17 +105504,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
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+					<dim>1</dim>
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 				<port id="3" precision="I64">
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+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
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 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5699,x2.125">
+				<port id="5" precision="FP32" names="6016,x2.125">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -110229,8 +105525,8 @@
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 		</layer>
-		<layer id="7452" name="Constant_246347" type="Const" version="opset1">
-			<data element_type="f32" shape="1, 1, 1, 1" offset="156694496" size="4" />
+		<layer id="6931" name="Constant_208321" type="Const" version="opset1">
+			<data element_type="f32" shape="1, 1, 1, 1" offset="139917460" size="4" />
 			<output>
 				<port id="0" precision="FP32">
 					<dim>1</dim>
@@ -110240,7 +105536,7 @@
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 			</output>
 		</layer>
-		<layer id="7453" name="__module.model.layers.31.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
+		<layer id="6932" name="__module.model.layers.31.self_attn/aten::neg/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110257,7 +105553,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5700">
+				<port id="2" precision="FP32" names="6017">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -110265,24 +105561,31 @@
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 			</output>
 		</layer>
-		<layer id="7454" name="Constant_231010" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694392" size="32" />
+		<layer id="6933" name="__module.model.layers.31.self_attn/aten::slice/Reshape_12" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
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 			</output>
 		</layer>
-		<layer id="7455" name="Constant_231015" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="156694464" size="32" />
+		<layer id="6934" name="__module.model.layers.31.self_attn/aten::slice/Reshape_14" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6935" name="__module.model.layers.31.self_attn/aten::slice/Reshape_15" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917436" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7456" name="__module.model.layers.31.self_attn/aten::slice/Slice_3" type="StridedSlice" version="opset1">
-			<data begin_mask="1, 1, 1, 0" end_mask="1, 1, 1, 0" new_axis_mask="" shrink_axis_mask="" ellipsis_mask="" />
+		<layer id="6936" name="__module.model.layers.31.self_attn/aten::slice/Slice_3" type="Slice" version="opset8">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -110291,17 +105594,20 @@
 					<dim>128</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="2" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
 				</port>
 				<port id="3" precision="I64">
-					<dim>4</dim>
+					<dim>1</dim>
+				</port>
+				<port id="4" precision="I64">
+					<dim>1</dim>
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="FP32" names="5694">
+				<port id="5" precision="FP32" names="6011">
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 					<dim>32</dim>
 					<dim>-1</dim>
@@ -110309,7 +105615,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7457" name="__module.model.layers.31.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
+		<layer id="6937" name="__module.model.layers.31.self_attn/aten::cat/Concat_3" type="Concat" version="opset1">
 			<data axis="-1" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110326,7 +105632,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5702">
+				<port id="2" precision="FP32" names="6019">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -110334,7 +105640,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7458" name="__module.model.layers.31.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
+		<layer id="6938" name="__module.model.layers.31.self_attn/aten::mul/Multiply_3" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110351,7 +105657,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5703">
+				<port id="2" precision="FP32" names="6020">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -110359,7 +105665,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7459" name="__module.model.layers.31.self_attn/aten::add/Add_1" type="Add" version="opset1">
+		<layer id="6939" name="__module.model.layers.31.self_attn/aten::add/Add_1" type="Add" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110376,7 +105682,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5704">
+				<port id="2" precision="FP32" names="6021">
 					<dim>-1</dim>
 					<dim>32</dim>
 					<dim>-1</dim>
@@ -110384,7 +105690,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7460" name="__module.model.layers.31.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
+		<layer id="6940" name="__module.model.layers.31.self_attn/aten::unsqueeze/Unsqueeze_2" type="Unsqueeze" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -110395,7 +105701,7 @@
 				<port id="1" precision="I64" />
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5732,5733,5734">
+				<port id="2" precision="FP32" names="6049,6050,6051">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>1</dim>
@@ -110404,38 +105710,190 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7461" name="Constant_255097" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="12" size="8" />
+		<layer id="6941" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_6" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</input>
+			<output>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6942" name="Constant_215952" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6943" name="__module.model.layers.31.self_attn/aten::size/Constant_7" type="Const" version="opset1">
+			<data element_type="i32" shape="" offset="0" size="4" />
+			<output>
+				<port id="0" precision="I32" />
+			</output>
+		</layer>
+		<layer id="6944" name="__module.model.layers.31.self_attn/aten::size/Gather_7" type="Gather" version="opset8">
+			<data batch_dims="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="2" precision="I32" />
+			</input>
+			<output>
+				<port id="3" precision="I64" names="6043">
+					<dim>1</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6945" name="Constant_194575" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7462" name="Constant_255098" type="Const" version="opset1">
+		<layer id="6946" name="Constant_200133" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6947" name="Constant_200134" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7463" name="Gather_255099" type="Gather" version="opset8">
+		<layer id="6948" name="Gather_200135" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 				<port id="1" precision="I64">
-					<dim>1</dim>
+					<dim>2</dim>
 				</port>
 				<port id="2" precision="I64" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5725">
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6949" name="__module.model.layers.31.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+			<data axis="0" />
+			<input>
+				<port id="0" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="1" precision="I64">
 					<dim>1</dim>
 				</port>
+				<port id="2" precision="I64">
+					<dim>1</dim>
+				</port>
+				<port id="3" precision="I64">
+					<dim>2</dim>
+				</port>
+			</input>
+			<output>
+				<port id="4" precision="I64" names="6052">
+					<dim>5</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6950" name="__module.model.layers.31.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+			<data mode="bidirectional" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>5</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="6053,hidden_states.941">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>4</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6951" name="Constant_215667" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
+			<output>
+				<port id="0" precision="I64">
+					<dim>4</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6952" name="__module.model.layers.31.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+			<data special_zero="true" />
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>4</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64">
+					<dim>4</dim>
+				</port>
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="6057,key_states">
+					<dim>-1</dim>
+					<dim>32</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+			</output>
+		</layer>
+		<layer id="6953" name="__module.model.layers.31.self_attn/aten::unsqueeze/Unsqueeze_3" type="Unsqueeze" version="opset1">
+			<input>
+				<port id="0" precision="FP32">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
+				<port id="1" precision="I64" />
+			</input>
+			<output>
+				<port id="2" precision="FP32" names="6065,6066,6067">
+					<dim>-1</dim>
+					<dim>8</dim>
+					<dim>1</dim>
+					<dim>-1</dim>
+					<dim>128</dim>
+				</port>
 			</output>
 		</layer>
-		<layer id="7464" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_8" type="ShapeOf" version="opset3">
+		<layer id="6954" name="__module.model.layers.31.self_attn/aten::size/ShapeOf_10" type="ShapeOf" version="opset3">
 			<data output_type="i64" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110451,21 +105909,21 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7465" name="Constant_255724" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="156694376" size="8" />
+		<layer id="6955" name="Constant_215955" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="139917416" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7466" name="__module.model.layers.31.self_attn/aten::size/Constant_9" type="Const" version="opset1">
+		<layer id="6956" name="__module.model.layers.31.self_attn/aten::size/Constant_11" type="Const" version="opset1">
 			<data element_type="i32" shape="" offset="0" size="4" />
 			<output>
 				<port id="0" precision="I32" />
 			</output>
 		</layer>
-		<layer id="7467" name="__module.model.layers.31.self_attn/aten::size/Gather_9" type="Gather" version="opset8">
+		<layer id="6957" name="__module.model.layers.31.self_attn/aten::size/Gather_11" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -110477,34 +105935,34 @@
 				<port id="2" precision="I32" />
 			</input>
 			<output>
-				<port id="3" precision="I64" names="5726">
+				<port id="3" precision="I64" names="6059">
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 				</port>
 			</output>
 		</layer>
-		<layer id="7468" name="Constant_206867" type="Const" version="opset1">
-			<data element_type="i64" shape="1" offset="175650828" size="8" />
+		<layer id="6958" name="Constant_194593" type="Const" version="opset1">
+			<data element_type="i64" shape="1" offset="142096576" size="8" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>1</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7469" name="Constant_216937" type="Const" version="opset1">
-			<data element_type="i64" shape="2" offset="175650836" size="16" />
+		<layer id="6959" name="Constant_200143" type="Const" version="opset1">
+			<data element_type="i64" shape="2" offset="142096584" size="16" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>2</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7470" name="Constant_216938" type="Const" version="opset1">
+		<layer id="6960" name="Constant_200144" type="Const" version="opset1">
 			<data element_type="i64" shape="" offset="12" size="8" />
 			<output>
 				<port id="0" precision="I64" />
 			</output>
 		</layer>
-		<layer id="7471" name="Gather_216939" type="Gather" version="opset8">
+		<layer id="6961" name="Gather_200145" type="Gather" version="opset8">
 			<data batch_dims="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -110521,7 +105979,7 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7472" name="__module.model.layers.31.self_attn/prim::ListConstruct/Concat_3" type="Concat" version="opset1">
+		<layer id="6962" name="__module.model.layers.31.self_attn/prim::ListConstruct/Concat_5" type="Concat" version="opset1">
 			<data axis="0" />
 			<input>
 				<port id="0" precision="I64">
@@ -110538,12 +105996,12 @@
 				</port>
 			</input>
 			<output>
-				<port id="4" precision="I64" names="5735">
+				<port id="4" precision="I64" names="6068">
 					<dim>5</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7473" name="__module.model.layers.31.self_attn/aten::expand/Broadcast" type="Broadcast" version="opset3">
+		<layer id="6963" name="__module.model.layers.31.self_attn/aten::expand/Broadcast_1" type="Broadcast" version="opset3">
 			<data mode="bidirectional" />
 			<input>
 				<port id="0" precision="FP32">
@@ -110558,7 +106016,7 @@
 				</port>
 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5736,hidden_states.943">
+				<port id="2" precision="FP32" names="6069,hidden_states.945">
 					<dim>-1</dim>
 					<dim>8</dim>
 					<dim>4</dim>
@@ -110567,15 +106025,15 @@
 				</port>
 			</output>
 		</layer>
-		<layer id="7474" name="Constant_255297" type="Const" version="opset1">
-			<data element_type="i64" shape="4" offset="175650852" size="32" />
+		<layer id="6964" name="Constant_215668" type="Const" version="opset1">
+			<data element_type="i64" shape="4" offset="142096600" size="32" />
 			<output>
 				<port id="0" precision="I64">
 					<dim>4</dim>
 				</port>
 			</output>
 		</layer>
-		<layer id="7475" name="__module.model.layers.31.self_attn/aten::reshape/Reshape" type="Reshape" version="opset1">
+		<layer id="6965" name="__module.model.layers.31.self_attn/aten::reshape/Reshape_1" type="Reshape" version="opset1">
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@@ -110590,7 +106048,7 @@
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+		<layer id="6967" name="__module.model.layers.31.self_attn/aten::transpose/ScatterElementsUpdate_3" type="Const" version="opset1">
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-			<data batch_dims="0" />
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 			<input>
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+		<layer id="6969" name="__module.model.layers.31.self_attn/aten::size/ShapeOf" type="ShapeOf" version="opset3">
+			<data output_type="i64" />
+			<input>
+				<port id="0" precision="FP32">
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 			<output>
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+		<layer id="6970" name="Constant_200123" type="Const" version="opset1">
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-		<layer id="7483" name="Constant_216948" type="Const" version="opset1">
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-		<layer id="7484" name="Gather_216949" type="Gather" version="opset8">
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 			<input>
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@@ -110704,159 +106168,24 @@
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+		<layer id="6974" name="__module.model.layers.31.self_attn/aten::view/Reshape_3" type="Reshape" version="opset1">
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@@ -110869,15 +106198,15 @@
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 			<output>
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@@ -110886,7 +106215,7 @@
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 		</layer>
-		<layer id="7495" name="Convert_301145" type="Convert" version="opset1">
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 			<input>
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@@ -110903,8 +106232,8 @@
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-			<data element_type="u4" shape="4096, 32, 1" offset="4359883944" size="65536" />
+		<layer id="6977" name="self.model.layers.31.self_attn.o_proj.weight/zero_point" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U4">
 					<dim>4096</dim>
@@ -110913,7 +106242,7 @@
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 			</output>
 		</layer>
-		<layer id="7497" name="Convert_301147" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -110930,7 +106259,7 @@
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 		</layer>
-		<layer id="7498" name="self.model.layers.31.self_attn.o_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -110952,8 +106281,8 @@
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-			<data element_type="f16" shape="4096, 32, 1" offset="4359949480" size="262144" />
+		<layer id="6980" name="self.model.layers.31.self_attn.o_proj.weight/scale" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -110962,7 +106291,7 @@
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 		</layer>
-		<layer id="7500" name="self.model.layers.31.self_attn.o_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
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@@ -110984,7 +106313,7 @@
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 			</output>
 		</layer>
-		<layer id="7501" name="Constant_301152" type="Const" version="opset1">
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 			<output>
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@@ -110992,7 +106321,7 @@
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 			</output>
 		</layer>
-		<layer id="7502" name="Reshape_301153" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -111011,8 +106340,11 @@
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 			</output>
 		</layer>
-		<layer id="7503" name="self.model.layers.31.self_attn.o_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="6984" name="__module.model.layers.31.self_attn.o_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
 					<dim>4096</dim>
@@ -111026,13 +106358,13 @@
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 			</output>
 		</layer>
-		<layer id="7504" name="__module.model.layers.31.self_attn.o_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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 			<data transpose_a="false" transpose_b="true" />
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
 					<dim>-1</dim>
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 				<port id="1" precision="FP32">
 					<dim>4096</dim>
@@ -111040,14 +106372,14 @@
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 			</input>
 			<output>
-				<port id="2" precision="FP32" names="5763,5765,hidden_states.949">
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 					<dim>-1</dim>
 					<dim>4096</dim>
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-		<layer id="7505" name="__module.model.layers.31/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -111062,15 +106394,15 @@
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 			</input>
 			<output>
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 					<dim>-1</dim>
 					<dim>4096</dim>
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+		<layer id="6987" name="Constant_208325" type="Const" version="opset1">
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 				<port id="0" precision="FP32">
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@@ -111079,7 +106411,7 @@
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-		<layer id="7507" name="Constant_246350" type="Const" version="opset1">
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@@ -111089,7 +106421,7 @@
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-		<layer id="7508" name="Constant_246348" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
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@@ -111099,7 +106431,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -111114,22 +106446,22 @@
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@@ -111142,14 +106474,14 @@
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@@ -111159,7 +106491,7 @@
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@@ -111174,14 +106506,14 @@
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@@ -111197,7 +106529,7 @@
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@@ -111212,14 +106544,14 @@
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+		<layer id="6998" name="__module.model.layers.31.post_attention_layernorm/aten::mul/Multiply_1" type="Multiply" version="opset1">
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-			<data element_type="u8" shape="14336, 4096" offset="4360228008" size="58720256" />
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 			</output>
 		</layer>
-		<layer id="7519" name="Convert_301168" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
-				<port id="0" precision="U8">
+				<port id="0" precision="U4">
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+					<dim>32</dim>
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 			<output>
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 					<dim>14336</dim>
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-			<data element_type="u8" shape="14336, 1" offset="4418948264" size="14336" />
+		<layer id="7001" name="self.model.layers.31.mlp.gate_proj.weight/zero_point" type="Const" version="opset1">
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 		</layer>
-		<layer id="7521" name="Convert_301171" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
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 			<output>
 				<port id="1" precision="FP16">
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+					<dim>32</dim>
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 		</layer>
-		<layer id="7522" name="self.model.layers.31.mlp.gate_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
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+					<dim>128</dim>
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 				<port id="1" precision="FP16">
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 			<output>
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+					<dim>128</dim>
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-			<data element_type="f16" shape="14336, 1" offset="4418962600" size="28672" />
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 			<output>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
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 		</layer>
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
 					<dim>14336</dim>
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 				<port id="1" precision="FP16">
 					<dim>14336</dim>
+					<dim>32</dim>
 					<dim>1</dim>
 				</port>
 			</input>
+			<output>
+				<port id="2" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
+				</port>
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+		</layer>
+		<layer id="7006" name="Constant_256024" type="Const" version="opset1">
+			<data element_type="i32" shape="2" offset="183515424" size="8" />
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+				<port id="0" precision="I32">
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+		</layer>
+		<layer id="7007" name="Reshape_256025" type="Reshape" version="opset1">
+			<data special_zero="false" />
+			<input>
+				<port id="0" precision="FP16">
+					<dim>14336</dim>
+					<dim>32</dim>
+					<dim>128</dim>
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 			<output>
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@@ -111358,8 +106730,11 @@
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 		</layer>
-		<layer id="7525" name="self.model.layers.31.mlp.gate_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7008" name="__module.model.layers.31.mlp.gate_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -111373,7 +106748,7 @@
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 		</layer>
-		<layer id="7526" name="__module.model.layers.31.mlp.gate_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -111387,14 +106762,14 @@
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 			<output>
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 				<port id="0" precision="FP32">
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@@ -111403,15 +106778,15 @@
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 			<output>
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@@ -111420,7 +106795,7 @@
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-		<layer id="7529" name="Convert_301156" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U4">
@@ -111437,8 +106812,8 @@
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-			<data element_type="u4" shape="14336, 32, 1" offset="4448351400" size="229376" />
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+			<data element_type="u4" shape="14336, 32, 1" offset="3726555440" size="229376" />
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 				<port id="0" precision="U4">
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@@ -111447,7 +106822,7 @@
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 		</layer>
-		<layer id="7531" name="Convert_301158" type="Convert" version="opset1">
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 			<data destination_type="f16" />
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@@ -111464,7 +106839,7 @@
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 			<data auto_broadcast="numpy" />
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@@ -111486,8 +106861,8 @@
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 				<port id="0" precision="FP16">
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@@ -111496,7 +106871,7 @@
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@@ -111518,15 +106893,15 @@
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+		<layer id="7018" name="Constant_256014" type="Const" version="opset1">
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-		<layer id="7536" name="Reshape_301164" type="Reshape" version="opset1">
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 			<input>
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@@ -111545,8 +106920,11 @@
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+		<layer id="7020" name="__module.model.layers.31.mlp.up_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
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 			<input>
 				<port id="0" precision="FP16">
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@@ -111560,7 +106938,7 @@
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 		</layer>
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@@ -111574,14 +106952,14 @@
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 			<output>
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-		<layer id="7539" name="__module.model.layers.31.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="7022" name="__module.model.layers.31.mlp/aten::mul/Multiply" type="Multiply" version="opset1">
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@@ -111596,15 +106974,15 @@
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 			<output>
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@@ -111613,7 +106991,7 @@
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-		<layer id="7541" name="Convert_301178" type="Convert" version="opset1">
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 			<input>
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@@ -111630,8 +107008,8 @@
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+		<layer id="7025" name="self.model.layers.31.mlp.down_proj.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u4" shape="4096, 112, 1" offset="3757062448" size="229376" />
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@@ -111640,7 +107018,7 @@
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 		</layer>
-		<layer id="7543" name="Convert_301180" type="Convert" version="opset1">
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@@ -111657,7 +107035,7 @@
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-		<layer id="7544" name="self.model.layers.31.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
+		<layer id="7027" name="self.model.layers.31.mlp.down_proj.weight/zero_point/subtract" type="Subtract" version="opset1">
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@@ -111679,8 +107057,8 @@
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-			<data element_type="f16" shape="4096, 112, 1" offset="4479087784" size="917504" />
+		<layer id="7028" name="self.model.layers.31.mlp.down_proj.weight/scale" type="Const" version="opset1">
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@@ -111689,7 +107067,7 @@
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-		<layer id="7546" name="self.model.layers.31.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
+		<layer id="7029" name="self.model.layers.31.mlp.down_proj.weight/fq_weights_1" type="Multiply" version="opset1">
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@@ -111711,15 +107089,15 @@
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-			<data element_type="i32" shape="2" offset="316431520" size="8" />
+		<layer id="7030" name="Constant_256034" type="Const" version="opset1">
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-		<layer id="7548" name="Reshape_301186" type="Reshape" version="opset1">
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 			<input>
 				<port id="0" precision="FP16">
@@ -111738,8 +107116,11 @@
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 		</layer>
-		<layer id="7549" name="self.model.layers.31.mlp.down_proj.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7032" name="__module.model.layers.31.mlp.down_proj/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
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@@ -111753,7 +107134,7 @@
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-		<layer id="7550" name="__module.model.layers.31.mlp.down_proj/aten::linear/MatMul" type="MatMul" version="opset1">
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@@ -111767,14 +107148,14 @@
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 			<output>
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-		<layer id="7551" name="__module.model.layers.31/aten::add/Add_1" type="Add" version="opset1">
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@@ -111789,14 +107170,14 @@
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-		<layer id="7552" name="Constant_246354" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200796" size="4" />
 			<output>
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@@ -111806,7 +107187,7 @@
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-		<layer id="7553" name="Constant_246352" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200800" size="4" />
 			<output>
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@@ -111816,7 +107197,7 @@
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-		<layer id="7554" name="__module.model.norm/aten::pow/Power" type="Power" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -111831,22 +107212,22 @@
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 			<output>
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 					<dim>4096</dim>
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-		<layer id="7555" name="Constant_21944" type="Const" version="opset1">
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 			<data element_type="i64" shape="1" offset="131200804" size="8" />
 			<output>
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-		<layer id="7556" name="__module.model.norm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
+		<layer id="7039" name="__module.model.norm/aten::mean/ReduceMean" type="ReduceMean" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -111859,14 +107240,14 @@
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 			<output>
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-		<layer id="7557" name="Constant_246353" type="Const" version="opset1">
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 			<data element_type="f32" shape="1, 1, 1" offset="131200812" size="4" />
 			<output>
 				<port id="0" precision="FP32">
@@ -111876,7 +107257,7 @@
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 			</output>
 		</layer>
-		<layer id="7558" name="__module.model.norm/aten::add/Add" type="Add" version="opset1">
+		<layer id="7041" name="__module.model.norm/aten::add/Add" type="Add" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -111891,14 +107272,14 @@
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 			</input>
 			<output>
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-		<layer id="7559" name="__module.model.norm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
+		<layer id="7042" name="__module.model.norm/aten::rsqrt/Sqrt" type="Sqrt" version="opset1">
 			<input>
 				<port id="0" precision="FP32">
 					<dim>-1</dim>
@@ -111914,7 +107295,7 @@
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 			</output>
 		</layer>
-		<layer id="7560" name="__module.model.norm/aten::rsqrt/Divide" type="Divide" version="opset1">
+		<layer id="7043" name="__module.model.norm/aten::rsqrt/Divide" type="Divide" version="opset1">
 			<data auto_broadcast="numpy" m_pythondiv="true" />
 			<input>
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@@ -111929,14 +107310,14 @@
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 			<output>
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-		<layer id="7561" name="__module.model.norm/aten::mul/Multiply" type="Multiply" version="opset1">
+		<layer id="7044" name="__module.model.norm/aten::mul/Multiply" type="Multiply" version="opset1">
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 			<input>
 				<port id="0" precision="FP32">
@@ -111951,14 +107332,14 @@
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 			<output>
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 					<dim>4096</dim>
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-		<layer id="7562" name="__module.model.norm/aten::mul/Multiply_1" type="Multiply" version="opset1">
+		<layer id="7045" name="__module.model.norm/aten::mul/Multiply_1" type="Multiply" version="opset1">
 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP32">
@@ -111973,15 +107354,15 @@
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 			<output>
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-			<data element_type="u8" shape="32000, 4096" offset="4480005288" size="131072000" />
+		<layer id="7046" name="self.lm_head.weight" type="Const" version="opset1">
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 			<output>
 				<port id="0" precision="U8">
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@@ -111989,7 +107370,7 @@
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 			</output>
 		</layer>
-		<layer id="7564" name="Convert_301190" type="Convert" version="opset1">
+		<layer id="7047" name="Convert_255068" type="Convert" version="opset1">
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 			<input>
 				<port id="0" precision="U8">
@@ -112004,8 +107385,8 @@
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-		<layer id="7565" name="self.lm_head.weight/zero_point" type="Const" version="opset1">
-			<data element_type="u8" shape="32000, 1" offset="4611077288" size="32000" />
+		<layer id="7048" name="self.lm_head.weight/zero_point" type="Const" version="opset1">
+			<data element_type="u8" shape="32000, 1" offset="3889281328" size="32000" />
 			<output>
 				<port id="0" precision="U8">
 					<dim>32000</dim>
@@ -112013,7 +107394,7 @@
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 			</output>
 		</layer>
-		<layer id="7566" name="Convert_301193" type="Convert" version="opset1">
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 			<data destination_type="f16" />
 			<input>
 				<port id="0" precision="U8">
@@ -112028,7 +107409,7 @@
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 			</output>
 		</layer>
-		<layer id="7567" name="self.lm_head.weight/zero_point/subtract" type="Subtract" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -112047,8 +107428,8 @@
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-			<data element_type="f16" shape="32000, 1" offset="4611109288" size="64000" />
+		<layer id="7051" name="self.lm_head.weight/scale" type="Const" version="opset1">
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 				<port id="0" precision="FP16">
 					<dim>32000</dim>
@@ -112056,7 +107437,7 @@
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 			</output>
 		</layer>
-		<layer id="7569" name="self.lm_head.weight/fq_weights_1" type="Multiply" version="opset1">
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 			<data auto_broadcast="numpy" />
 			<input>
 				<port id="0" precision="FP16">
@@ -112075,8 +107456,11 @@
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 			</output>
 		</layer>
-		<layer id="7570" name="self.lm_head.weight/fq_weights_1/convert" type="Convert" version="opset1">
+		<layer id="7053" name="__module.lm_head/prim::PythonOp/ConvertLike" type="Convert" version="opset1">
 			<data destination_type="f32" />
+			<rt_info>
+				<attribute name="decompression" version="0" />
+			</rt_info>
 			<input>
 				<port id="0" precision="FP16">
 					<dim>32000</dim>
@@ -112090,7 +107474,7 @@
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 			</output>
 		</layer>
-		<layer id="7571" name="aten::to/Convert" type="MatMul" version="opset1">
+		<layer id="7054" name="__module.lm_head/prim::PythonOp/MatMul" type="MatMul" version="opset1">
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 			<input>
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@@ -112111,7 +107495,7 @@
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 			</output>
 		</layer>
-		<layer id="7422" name="Assign_287152" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.0.keypresent.0.key" />
 			<input>
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@@ -112130,7 +107514,7 @@
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 			</output>
 		</layer>
-		<layer id="7421" name="Assign_287154" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.0.valuepresent.0.value" />
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 				<port id="0" precision="FP32">
@@ -112149,7 +107533,7 @@
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-		<layer id="7420" name="Assign_287156" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.1.keypresent.1.key" />
 			<input>
 				<port id="0" precision="FP32">
@@ -112168,7 +107552,7 @@
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-		<layer id="7419" name="Assign_287158" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.1.valuepresent.1.value" />
 			<input>
 				<port id="0" precision="FP32">
@@ -112187,7 +107571,7 @@
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-		<layer id="7418" name="Assign_287160" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.10.keypresent.10.key" />
 			<input>
 				<port id="0" precision="FP32">
@@ -112206,7 +107590,7 @@
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 			</output>
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-		<layer id="7417" name="Assign_287162" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.10.valuepresent.10.value" />
 			<input>
 				<port id="0" precision="FP32">
@@ -112225,7 +107609,7 @@
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 			</output>
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-		<layer id="7416" name="Assign_287164" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.11.keypresent.11.key" />
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 				<port id="0" precision="FP32">
@@ -112244,7 +107628,7 @@
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-		<layer id="7415" name="Assign_287166" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.11.valuepresent.11.value" />
 			<input>
 				<port id="0" precision="FP32">
@@ -112263,7 +107647,7 @@
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-		<layer id="7414" name="Assign_287168" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.12.keypresent.12.key" />
 			<input>
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@@ -112282,7 +107666,7 @@
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-		<layer id="7413" name="Assign_287170" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.12.valuepresent.12.value" />
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 				<port id="0" precision="FP32">
@@ -112301,7 +107685,7 @@
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-		<layer id="7412" name="Assign_287172" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.13.keypresent.13.key" />
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@@ -112320,7 +107704,7 @@
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-		<layer id="7411" name="Assign_287174" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.13.valuepresent.13.value" />
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@@ -112339,7 +107723,7 @@
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 			<data variable_id="past_key_values.14.keypresent.14.key" />
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@@ -112358,7 +107742,7 @@
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 			<data variable_id="past_key_values.14.valuepresent.14.value" />
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@@ -112377,7 +107761,7 @@
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-		<layer id="7408" name="Assign_287180" type="Assign" version="opset6">
+		<layer id="6888" name="Assign_228287" type="Assign" version="opset6">
 			<data variable_id="past_key_values.15.keypresent.15.key" />
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 				<port id="0" precision="FP32">
@@ -112396,7 +107780,7 @@
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 			</output>
 		</layer>
-		<layer id="7407" name="Assign_287182" type="Assign" version="opset6">
+		<layer id="6887" name="Assign_228289" type="Assign" version="opset6">
 			<data variable_id="past_key_values.15.valuepresent.15.value" />
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 				<port id="0" precision="FP32">
@@ -112415,7 +107799,7 @@
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 			</output>
 		</layer>
-		<layer id="7406" name="Assign_287184" type="Assign" version="opset6">
+		<layer id="6886" name="Assign_228291" type="Assign" version="opset6">
 			<data variable_id="past_key_values.16.keypresent.16.key" />
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 				<port id="0" precision="FP32">
@@ -112434,7 +107818,7 @@
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 			</output>
 		</layer>
-		<layer id="7405" name="Assign_287186" type="Assign" version="opset6">
+		<layer id="6885" name="Assign_228293" type="Assign" version="opset6">
 			<data variable_id="past_key_values.16.valuepresent.16.value" />
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 				<port id="0" precision="FP32">
@@ -112453,7 +107837,7 @@
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 			</output>
 		</layer>
-		<layer id="7404" name="Assign_287188" type="Assign" version="opset6">
+		<layer id="6884" name="Assign_228295" type="Assign" version="opset6">
 			<data variable_id="past_key_values.17.keypresent.17.key" />
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@@ -112472,7 +107856,7 @@
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 			</output>
 		</layer>
-		<layer id="7403" name="Assign_287190" type="Assign" version="opset6">
+		<layer id="6883" name="Assign_228297" type="Assign" version="opset6">
 			<data variable_id="past_key_values.17.valuepresent.17.value" />
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@@ -112491,7 +107875,7 @@
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 			</output>
 		</layer>
-		<layer id="7402" name="Assign_287192" type="Assign" version="opset6">
+		<layer id="6882" name="Assign_228299" type="Assign" version="opset6">
 			<data variable_id="past_key_values.18.keypresent.18.key" />
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@@ -112510,7 +107894,7 @@
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 			</output>
 		</layer>
-		<layer id="7401" name="Assign_287194" type="Assign" version="opset6">
+		<layer id="6881" name="Assign_228301" type="Assign" version="opset6">
 			<data variable_id="past_key_values.18.valuepresent.18.value" />
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@@ -112529,7 +107913,7 @@
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 			</output>
 		</layer>
-		<layer id="7400" name="Assign_287196" type="Assign" version="opset6">
+		<layer id="6880" name="Assign_228303" type="Assign" version="opset6">
 			<data variable_id="past_key_values.19.keypresent.19.key" />
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@@ -112548,7 +107932,7 @@
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 			</output>
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-		<layer id="7399" name="Assign_287198" type="Assign" version="opset6">
+		<layer id="6879" name="Assign_228305" type="Assign" version="opset6">
 			<data variable_id="past_key_values.19.valuepresent.19.value" />
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@@ -112567,7 +107951,7 @@
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-		<layer id="7398" name="Assign_287200" type="Assign" version="opset6">
+		<layer id="6878" name="Assign_228307" type="Assign" version="opset6">
 			<data variable_id="past_key_values.2.keypresent.2.key" />
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@@ -112586,7 +107970,7 @@
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-		<layer id="7397" name="Assign_287202" type="Assign" version="opset6">
+		<layer id="6877" name="Assign_228309" type="Assign" version="opset6">
 			<data variable_id="past_key_values.2.valuepresent.2.value" />
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@@ -112605,7 +107989,7 @@
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-		<layer id="7396" name="Assign_287204" type="Assign" version="opset6">
+		<layer id="6876" name="Assign_228311" type="Assign" version="opset6">
 			<data variable_id="past_key_values.20.keypresent.20.key" />
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@@ -112624,7 +108008,7 @@
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+		<layer id="6875" name="Assign_228313" type="Assign" version="opset6">
 			<data variable_id="past_key_values.20.valuepresent.20.value" />
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@@ -112643,7 +108027,7 @@
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 			</output>
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-		<layer id="7394" name="Assign_287208" type="Assign" version="opset6">
+		<layer id="6874" name="Assign_228315" type="Assign" version="opset6">
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@@ -112662,7 +108046,7 @@
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-		<layer id="7393" name="Assign_287210" type="Assign" version="opset6">
+		<layer id="6873" name="Assign_228317" type="Assign" version="opset6">
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@@ -112681,7 +108065,7 @@
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 			</output>
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-		<layer id="7392" name="Assign_287212" type="Assign" version="opset6">
+		<layer id="6872" name="Assign_228319" type="Assign" version="opset6">
 			<data variable_id="past_key_values.22.keypresent.22.key" />
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@@ -112700,7 +108084,7 @@
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-		<layer id="7391" name="Assign_287214" type="Assign" version="opset6">
+		<layer id="6871" name="Assign_228321" type="Assign" version="opset6">
 			<data variable_id="past_key_values.22.valuepresent.22.value" />
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@@ -112719,7 +108103,7 @@
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-		<layer id="7390" name="Assign_287216" type="Assign" version="opset6">
+		<layer id="6870" name="Assign_228323" type="Assign" version="opset6">
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@@ -112738,7 +108122,7 @@
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 			</output>
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-		<layer id="7389" name="Assign_287218" type="Assign" version="opset6">
+		<layer id="6869" name="Assign_228325" type="Assign" version="opset6">
 			<data variable_id="past_key_values.23.valuepresent.23.value" />
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@@ -112757,7 +108141,7 @@
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 			</output>
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-		<layer id="7388" name="Assign_287220" type="Assign" version="opset6">
+		<layer id="6868" name="Assign_228327" type="Assign" version="opset6">
 			<data variable_id="past_key_values.24.keypresent.24.key" />
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@@ -112776,7 +108160,7 @@
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 			</output>
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@@ -112795,7 +108179,7 @@
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 			</output>
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+		<layer id="6866" name="Assign_228331" type="Assign" version="opset6">
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@@ -112814,7 +108198,7 @@
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+		<layer id="6865" name="Assign_228333" type="Assign" version="opset6">
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@@ -112833,7 +108217,7 @@
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 			</output>
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-		<layer id="7384" name="Assign_287228" type="Assign" version="opset6">
+		<layer id="6864" name="Assign_228335" type="Assign" version="opset6">
 			<data variable_id="past_key_values.26.keypresent.26.key" />
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@@ -112852,7 +108236,7 @@
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 			</output>
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-		<layer id="7383" name="Assign_287230" type="Assign" version="opset6">
+		<layer id="6863" name="Assign_228337" type="Assign" version="opset6">
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@@ -112871,7 +108255,7 @@
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 			</output>
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-		<layer id="7382" name="Assign_287232" type="Assign" version="opset6">
+		<layer id="6862" name="Assign_228339" type="Assign" version="opset6">
 			<data variable_id="past_key_values.27.keypresent.27.key" />
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@@ -112890,7 +108274,7 @@
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 			</output>
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-		<layer id="7381" name="Assign_287234" type="Assign" version="opset6">
+		<layer id="6861" name="Assign_228341" type="Assign" version="opset6">
 			<data variable_id="past_key_values.27.valuepresent.27.value" />
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@@ -112909,7 +108293,7 @@
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 			</output>
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-		<layer id="7380" name="Assign_287236" type="Assign" version="opset6">
+		<layer id="6860" name="Assign_228343" type="Assign" version="opset6">
 			<data variable_id="past_key_values.28.keypresent.28.key" />
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@@ -112928,7 +108312,7 @@
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-		<layer id="7379" name="Assign_287238" type="Assign" version="opset6">
+		<layer id="6859" name="Assign_228345" type="Assign" version="opset6">
 			<data variable_id="past_key_values.28.valuepresent.28.value" />
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@@ -112947,7 +108331,7 @@
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-		<layer id="7378" name="Assign_287240" type="Assign" version="opset6">
+		<layer id="6858" name="Assign_228347" type="Assign" version="opset6">
 			<data variable_id="past_key_values.29.keypresent.29.key" />
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@@ -112966,7 +108350,7 @@
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 			<data variable_id="past_key_values.29.valuepresent.29.value" />
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@@ -112985,7 +108369,7 @@
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 			<data variable_id="past_key_values.3.keypresent.3.key" />
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@@ -113004,7 +108388,7 @@
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@@ -113023,7 +108407,7 @@
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 			<data variable_id="past_key_values.30.keypresent.30.key" />
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@@ -113042,7 +108426,7 @@
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 			<data variable_id="past_key_values.30.valuepresent.30.value" />
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@@ -113061,7 +108445,7 @@
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 			<data variable_id="past_key_values.31.keypresent.31.key" />
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@@ -113080,7 +108464,7 @@
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@@ -113099,7 +108483,7 @@
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 			<data variable_id="past_key_values.4.keypresent.4.key" />
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@@ -113118,7 +108502,7 @@
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-		<layer id="2296" name="Assign_287258" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.4.valuepresent.4.value" />
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@@ -113137,7 +108521,7 @@
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 			</output>
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 			<data variable_id="past_key_values.5.keypresent.5.key" />
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@@ -113156,7 +108540,7 @@
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-		<layer id="2294" name="Assign_287262" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.5.valuepresent.5.value" />
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@@ -113175,7 +108559,7 @@
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 			<data variable_id="past_key_values.6.keypresent.6.key" />
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@@ -113194,7 +108578,7 @@
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-		<layer id="2292" name="Assign_287266" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.6.valuepresent.6.value" />
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@@ -113213,7 +108597,7 @@
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 			<data variable_id="past_key_values.7.keypresent.7.key" />
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@@ -113232,7 +108616,7 @@
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 			<data variable_id="past_key_values.7.valuepresent.7.value" />
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@@ -113251,7 +108635,7 @@
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-		<layer id="2289" name="Assign_287272" type="Assign" version="opset6">
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 			<data variable_id="past_key_values.8.keypresent.8.key" />
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@@ -113270,7 +108654,7 @@
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 			<data variable_id="past_key_values.8.valuepresent.8.value" />
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@@ -113289,7 +108673,7 @@
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 			<data variable_id="past_key_values.9.keypresent.9.key" />
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@@ -113308,7 +108692,7 @@
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-		<layer id="2221" name="Assign_287278" type="Assign" version="opset6">
+		<layer id="2085" name="Assign_228385" type="Assign" version="opset6">
 			<data variable_id="past_key_values.9.valuepresent.9.value" />
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@@ -113327,7 +108711,7 @@
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-		<layer id="7572" name="Result_104687" type="Result" version="opset1">
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@@ -113338,144 +108722,143 @@
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 	<rt_info>
-		<Runtime_version value="2024.3.0-15533-31fccc801fc" />
+		<Runtime_version value="2024.4.0-16579-c3152d32c9c-releases/2024/4" />
 		<conversion_parameters>
 			<framework value="pytorch" />
 			<is_python_object value="True" />
@@ -122242,22 +117023,24 @@
 		<nncf>
 			<friendly_names_were_updated value="True" />
 			<weight_compression>
+				<advanced_parameters value="{'awq_params': {'subset_size': 32, 'percent_to_apply': 0.002, 'alpha_min': 0.0, 'alpha_max': 1.0, 'steps': 100}, 'scale_estimation_params': {'subset_size': 64, 'initial_steps': 5, 'scale_steps': 5, 'weight_penalty': -1.0}, 'gptq_params': {'damp_percent': 0.1, 'block_size': 128, 'subset_size': 128}, 'lora_correction_params': {'adapter_rank': 8, 'num_iterations': 3, 'apply_regularization': True, 'subset_size': 128, 'use_int8_adapters': True}}" />
 				<all_layers value="False" />
 				<awq value="False" />
+				<gptq value="False" />
 				<group_size value="128" />
 				<ignored_scope value="[]" />
+				<lora_correction value="False" />
 				<mode value="int4_asym" />
-				<ratio value="0.8" />
+				<ratio value="1.0" />
 				<scale_estimation value="False" />
 				<sensitivity_metric value="weight_quantization_error" />
 			</weight_compression>
 		</nncf>
 		<optimum>
-			<nncf_version value="2.11.0.dev0+90a7f0d5" />
-			<optimum_intel_version value="1.17.0.dev0+aefabf0" />
-			<optimum_version value="1.19.2" />
-			<pytorch_version value="2.3.0+cu121" />
-			<transformers_version value="4.40.2" />
+			<optimum_intel_version value="1.20.1" />
+			<optimum_version value="1.23.3" />
+			<pytorch_version value="2.5.1" />
+			<transformers_version value="4.46.1" />
 		</optimum>
 	</rt_info>
 </net>