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deepseek-v3-engine

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aspctu commited on Jan 28

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3d80455

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1 Parent(s): f34575b

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Files changed (18) hide show

.gitattributes +16 -0
config.json +191 -0
rank0.engine +3 -0
rank1.engine +3 -0
rank10.engine +3 -0
rank11.engine +3 -0
rank12.engine +3 -0
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+{
+    "version": "0.17.0.dev2024121700",
+    "pretrained_config": {
+        "mlp_bias": false,
+        "attn_bias": false,
+        "rotary_base": 10000,
+        "rotary_scaling": {
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+            "beta_slow": 1,
+            "factor": 40,
+            "mscale": 1.0,
+            "mscale_all_dim": 1.0,
+            "original_max_position_embeddings": 4096,
+            "type": "yarn"
+        },
+        "residual_mlp": false,
+        "disable_weight_only_quant_plugin": false,
+        "moe": {
+            "num_experts": 256,
+            "shared_expert_intermediate_size": 2048,
+            "top_k": 8,
+            "normalization_mode": 3,
+            "sparse_mixer_epsilon": 0.01,
+            "tp_mode": 0,
+            "topk_method": 2,
+            "device_limited_n_group": 8,
+            "device_limited_topk_group": 4,
+            "device_limited_routed_scaling_factor": 2.5
+        },
+        "remove_duplicated_kv_heads": false,
+        "fc_after_embed": false,
+        "use_input_layernorm_in_first_layer": true,
+        "use_last_layernorm": true,
+        "layer_idx_offset": 0,
+        "architecture": "DeepseekV3ForCausalLM",
+        "dtype": "bfloat16",
+        "vocab_size": 129280,
+        "hidden_size": 7168,
+        "num_hidden_layers": 61,
+        "num_attention_heads": 128,
+        "hidden_act": "swiglu",
+        "logits_dtype": "float32",
+        "norm_epsilon": 1e-06,
+        "runtime_defaults": null,
+        "position_embedding_type": "rope_gpt_neox",
+        "num_key_value_heads": 1,
+        "intermediate_size": 18432,
+        "max_position_embeddings": 163840,
+        "mapping": {
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+            "gpus_per_node": 8,
+            "cp_size": 1,
+            "tp_size": 16,
+            "pp_size": 1,
+            "moe_tp_size": 16,
+            "moe_ep_size": 1
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+        "quantization": {
+            "quant_algo": "FP8_CURRENT_SCALING",
+            "kv_cache_quant_algo": null,
+            "group_size": 128,
+            "smoothquant_val": 0.5,
+            "clamp_val": null,
+            "use_meta_recipe": false,
+            "has_zero_point": false,
+            "pre_quant_scale": false,
+            "exclude_modules": null
+        },
+        "use_parallel_embedding": false,
+        "embedding_sharding_dim": 0,
+        "head_size": 576,
+        "qk_layernorm": false,
+        "rotary_embedding_dim": 576,
+        "moe_inter_size": 2048,
+        "kv_lora_rank": 512,
+        "q_lora_rank": 1536,
+        "qk_nope_head_dim": 128,
+        "qk_rope_head_dim": 64,
+        "v_head_dim": 128,
+        "topk_method": "noaux_tc",
+        "first_k_dense_replace": 3,
+        "moe_layer_freq": 1,
+        "coring_func": "sigmoid",
+        "fp8_format": false
+    },
+    "build_config": {
+        "max_input_len": 16192,
+        "max_seq_len": 20288,
+        "opt_batch_size": 8,
+        "max_batch_size": 4,
+        "max_beam_width": 1,
+        "max_num_tokens": 8192,
+        "opt_num_tokens": 4,
+        "max_prompt_embedding_table_size": 0,
+        "kv_cache_type": "PAGED",
+        "gather_context_logits": false,
+        "gather_generation_logits": false,
+        "strongly_typed": true,
+        "force_num_profiles": null,
+        "profiling_verbosity": "layer_names_only",
+        "enable_debug_output": false,
+        "max_draft_len": 0,
+        "speculative_decoding_mode": 1,
+        "use_refit": false,
+        "input_timing_cache": null,
+        "output_timing_cache": "model.cache",
+        "lora_config": {
+            "lora_dir": [],
+            "lora_ckpt_source": "hf",
+            "max_lora_rank": 64,
+            "lora_target_modules": [],
+            "trtllm_modules_to_hf_modules": {}
+        },
+        "auto_parallel_config": {
+            "world_size": 1,
+            "gpus_per_node": 8,
+            "cluster_key": "H100-PCIe",
+            "cluster_info": null,
+            "sharding_cost_model": "alpha_beta",
+            "comm_cost_model": "alpha_beta",
+            "enable_pipeline_parallelism": false,
+            "enable_shard_unbalanced_shape": false,
+            "enable_shard_dynamic_shape": false,
+            "enable_reduce_scatter": true,
+            "builder_flags": null,
+            "debug_mode": false,
+            "infer_shape": true,
+            "validation_mode": false,
+            "same_buffer_io": {
+                "past_key_value_(\\d+)": "present_key_value_\\1"
+            },
+            "same_spec_io": {},
+            "sharded_io_allowlist": [
+                "past_key_value_\\d+",
+                "present_key_value_\\d*"
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+            "fill_weights": false,
+            "parallel_config_cache": null,
+            "profile_cache": null,
+            "dump_path": null,
+            "debug_outputs": []
+        },
+        "weight_sparsity": false,
+        "weight_streaming": false,
+        "plugin_config": {
+            "dtype": "bfloat16",
+            "bert_attention_plugin": "auto",
+            "gpt_attention_plugin": "auto",
+            "gemm_plugin": null,
+            "gemm_swiglu_plugin": null,
+            "fp8_rowwise_gemm_plugin": null,
+            "fp8_current_scaling_gemm_plugin": "bfloat16",
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+            "smooth_quant_plugins": true,
+            "smooth_quant_gemm_plugin": null,
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+            "rmsnorm_quantization_plugin": null,
+            "quantize_per_token_plugin": false,
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+            "moe_plugin": "auto",
+            "mamba_conv1d_plugin": "auto",
+            "low_latency_gemm_plugin": null,
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+            "context_fmha": true,
+            "bert_context_fmha_fp32_acc": false,
+            "paged_kv_cache": true,
+            "remove_input_padding": true,
+            "reduce_fusion": false,
+            "user_buffer": false,
+            "tokens_per_block": 64,
+            "use_paged_context_fmha": true,
+            "use_fp8_context_fmha": false,
+            "multiple_profiles": false,
+            "paged_state": false,
+            "streamingllm": false,
+            "manage_weights": false,
+            "use_fused_mlp": true,
+            "pp_reduce_scatter": false
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+        "use_strip_plan": false,
+        "max_encoder_input_len": 1024,
+        "use_fused_mlp": true,
+        "monitor_memory": false,
+        "use_mrope": false
+    }
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