Hugging Face's logo

jeffcookio
/
Qwen2.5-VL-W4A16-G128

Safetensors
qwen2_5_vl
compressed-tensors
Model card Files Community
Qwen2.5-VL-W4A16-G128
File size: 8,023 Bytes 
d40da64
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
 
{
  "_name_or_path": "Qwen/Qwen2.5-VL-7B-Instruct-W4A16-G128",
  "architectures": [
    "Qwen2_5_VLForConditionalGeneration"
  ],
  "attention_dropout": 0.0,
  "bos_token_id": 151643,
  "eos_token_id": 151645,
  "hidden_act": "silu",
  "hidden_size": 3584,
  "image_token_id": 151655,
  "initializer_range": 0.02,
  "intermediate_size": 18944,
  "max_position_embeddings": 128000,
  "max_window_layers": 28,
  "model_type": "qwen2_5_vl",
  "num_attention_heads": 28,
  "num_hidden_layers": 28,
  "num_key_value_heads": 4,
  "quantization_config": {
    "config_groups": {
      "group_0": {
        "input_activations": null,
        "output_activations": null,
        "targets": [
          "Linear"
        ],
        "weights": {
          "actorder": null,
          "block_structure": null,
          "dynamic": false,
          "group_size": 128,
          "num_bits": 4,
          "observer": "minmax",
          "observer_kwargs": {},
          "strategy": "group",
          "symmetric": true,
          "type": "int"
        }
      }
    },
    "format": "pack-quantized",
    "global_compression_ratio": 1.3437926112803062,
    "ignore": [
      "visual.blocks.0.attn.qkv",
      "visual.blocks.0.attn.proj",
      "visual.blocks.0.mlp.gate_proj",
      "visual.blocks.0.mlp.up_proj",
      "visual.blocks.0.mlp.down_proj",
      "visual.blocks.1.attn.qkv",
      "visual.blocks.1.attn.proj",
      "visual.blocks.1.mlp.gate_proj",
      "visual.blocks.1.mlp.up_proj",
      "visual.blocks.1.mlp.down_proj",
      "visual.blocks.2.attn.qkv",
      "visual.blocks.2.attn.proj",
      "visual.blocks.2.mlp.gate_proj",
      "visual.blocks.2.mlp.up_proj",
      "visual.blocks.2.mlp.down_proj",
      "visual.blocks.3.attn.qkv",
      "visual.blocks.3.attn.proj",
      "visual.blocks.3.mlp.gate_proj",
      "visual.blocks.3.mlp.up_proj",
      "visual.blocks.3.mlp.down_proj",
      "visual.blocks.4.attn.qkv",
      "visual.blocks.4.attn.proj",
      "visual.blocks.4.mlp.gate_proj",
      "visual.blocks.4.mlp.up_proj",
      "visual.blocks.4.mlp.down_proj",
      "visual.blocks.5.attn.qkv",
      "visual.blocks.5.attn.proj",
      "visual.blocks.5.mlp.gate_proj",
      "visual.blocks.5.mlp.up_proj",
      "visual.blocks.5.mlp.down_proj",
      "visual.blocks.6.attn.qkv",
      "visual.blocks.6.attn.proj",
      "visual.blocks.6.mlp.gate_proj",
      "visual.blocks.6.mlp.up_proj",
      "visual.blocks.6.mlp.down_proj",
      "visual.blocks.7.attn.qkv",
      "visual.blocks.7.attn.proj",
      "visual.blocks.7.mlp.gate_proj",
      "visual.blocks.7.mlp.up_proj",
      "visual.blocks.7.mlp.down_proj",
      "visual.blocks.8.attn.qkv",
      "visual.blocks.8.attn.proj",
      "visual.blocks.8.mlp.gate_proj",
      "visual.blocks.8.mlp.up_proj",
      "visual.blocks.8.mlp.down_proj",
      "visual.blocks.9.attn.qkv",
      "visual.blocks.9.attn.proj",
      "visual.blocks.9.mlp.gate_proj",
      "visual.blocks.9.mlp.up_proj",
      "visual.blocks.9.mlp.down_proj",
      "visual.blocks.10.attn.qkv",
      "visual.blocks.10.attn.proj",
      "visual.blocks.10.mlp.gate_proj",
      "visual.blocks.10.mlp.up_proj",
      "visual.blocks.10.mlp.down_proj",
      "visual.blocks.11.attn.qkv",
      "visual.blocks.11.attn.proj",
      "visual.blocks.11.mlp.gate_proj",
      "visual.blocks.11.mlp.up_proj",
      "visual.blocks.11.mlp.down_proj",
      "visual.blocks.12.attn.qkv",
      "visual.blocks.12.attn.proj",
      "visual.blocks.12.mlp.gate_proj",
      "visual.blocks.12.mlp.up_proj",
      "visual.blocks.12.mlp.down_proj",
      "visual.blocks.13.attn.qkv",
      "visual.blocks.13.attn.proj",
      "visual.blocks.13.mlp.gate_proj",
      "visual.blocks.13.mlp.up_proj",
      "visual.blocks.13.mlp.down_proj",
      "visual.blocks.14.attn.qkv",
      "visual.blocks.14.attn.proj",
      "visual.blocks.14.mlp.gate_proj",
      "visual.blocks.14.mlp.up_proj",
      "visual.blocks.14.mlp.down_proj",
      "visual.blocks.15.attn.qkv",
      "visual.blocks.15.attn.proj",
      "visual.blocks.15.mlp.gate_proj",
      "visual.blocks.15.mlp.up_proj",
      "visual.blocks.15.mlp.down_proj",
      "visual.blocks.16.attn.qkv",
      "visual.blocks.16.attn.proj",
      "visual.blocks.16.mlp.gate_proj",
      "visual.blocks.16.mlp.up_proj",
      "visual.blocks.16.mlp.down_proj",
      "visual.blocks.17.attn.qkv",
      "visual.blocks.17.attn.proj",
      "visual.blocks.17.mlp.gate_proj",
      "visual.blocks.17.mlp.up_proj",
      "visual.blocks.17.mlp.down_proj",
      "visual.blocks.18.attn.qkv",
      "visual.blocks.18.attn.proj",
      "visual.blocks.18.mlp.gate_proj",
      "visual.blocks.18.mlp.up_proj",
      "visual.blocks.18.mlp.down_proj",
      "visual.blocks.19.attn.qkv",
      "visual.blocks.19.attn.proj",
      "visual.blocks.19.mlp.gate_proj",
      "visual.blocks.19.mlp.up_proj",
      "visual.blocks.19.mlp.down_proj",
      "visual.blocks.20.attn.qkv",
      "visual.blocks.20.attn.proj",
      "visual.blocks.20.mlp.gate_proj",
      "visual.blocks.20.mlp.up_proj",
      "visual.blocks.20.mlp.down_proj",
      "visual.blocks.21.attn.qkv",
      "visual.blocks.21.attn.proj",
      "visual.blocks.21.mlp.gate_proj",
      "visual.blocks.21.mlp.up_proj",
      "visual.blocks.21.mlp.down_proj",
      "visual.blocks.22.attn.qkv",
      "visual.blocks.22.attn.proj",
      "visual.blocks.22.mlp.gate_proj",
      "visual.blocks.22.mlp.up_proj",
      "visual.blocks.22.mlp.down_proj",
      "visual.blocks.23.attn.qkv",
      "visual.blocks.23.attn.proj",
      "visual.blocks.23.mlp.gate_proj",
      "visual.blocks.23.mlp.up_proj",
      "visual.blocks.23.mlp.down_proj",
      "visual.blocks.24.attn.qkv",
      "visual.blocks.24.attn.proj",
      "visual.blocks.24.mlp.gate_proj",
      "visual.blocks.24.mlp.up_proj",
      "visual.blocks.24.mlp.down_proj",
      "visual.blocks.25.attn.qkv",
      "visual.blocks.25.attn.proj",
      "visual.blocks.25.mlp.gate_proj",
      "visual.blocks.25.mlp.up_proj",
      "visual.blocks.25.mlp.down_proj",
      "visual.blocks.26.attn.qkv",
      "visual.blocks.26.attn.proj",
      "visual.blocks.26.mlp.gate_proj",
      "visual.blocks.26.mlp.up_proj",
      "visual.blocks.26.mlp.down_proj",
      "visual.blocks.27.attn.qkv",
      "visual.blocks.27.attn.proj",
      "visual.blocks.27.mlp.gate_proj",
      "visual.blocks.27.mlp.up_proj",
      "visual.blocks.27.mlp.down_proj",
      "visual.blocks.28.attn.qkv",
      "visual.blocks.28.attn.proj",
      "visual.blocks.28.mlp.gate_proj",
      "visual.blocks.28.mlp.up_proj",
      "visual.blocks.28.mlp.down_proj",
      "visual.blocks.29.attn.qkv",
      "visual.blocks.29.attn.proj",
      "visual.blocks.29.mlp.gate_proj",
      "visual.blocks.29.mlp.up_proj",
      "visual.blocks.29.mlp.down_proj",
      "visual.blocks.30.attn.qkv",
      "visual.blocks.30.attn.proj",
      "visual.blocks.30.mlp.gate_proj",
      "visual.blocks.30.mlp.up_proj",
      "visual.blocks.30.mlp.down_proj",
      "visual.blocks.31.attn.qkv",
      "visual.blocks.31.attn.proj",
      "visual.blocks.31.mlp.gate_proj",
      "visual.blocks.31.mlp.up_proj",
      "visual.blocks.31.mlp.down_proj",
      "visual.merger.mlp.0",
      "visual.merger.mlp.2",
      "lm_head"
    ],
    "kv_cache_scheme": null,
    "quant_method": "compressed-tensors",
    "quantization_status": "compressed"
  },
  "rms_norm_eps": 1e-06,
  "rope_scaling": {
    "mrope_section": [
      16,
      24,
      24
    ],
    "rope_type": "default",
    "type": "default"
  },
  "rope_theta": 1000000.0,
  "sliding_window": 32768,
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.49.0.dev0",
  "use_cache": true,
  "use_sliding_window": false,
  "video_token_id": 151656,
  "vision_config": {
    "hidden_size": 1280,
    "in_chans": 3,
    "model_type": "qwen2_5_vl",
    "spatial_patch_size": 14,
    "tokens_per_second": 2
  },
  "vision_end_token_id": 151653,
  "vision_start_token_id": 151652,
  "vision_token_id": 151654,
  "vocab_size": 152064
}