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DeepSeek-V3-int4-TensorRT

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DeepSeek-V3-int4-TensorRT
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{
    "mlp_bias": false,
    "attn_bias": false,
    "rotary_base": 10000,
    "rotary_scaling": {
        "beta_fast": 32,
        "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": "DeepseekV2ForCausalLM",
    "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": 128,
    "intermediate_size": 18432,
    "max_position_embeddings": 163840,
    "mapping": {
        "world_size": 4,
        "gpus_per_node": 8,
        "cp_size": 1,
        "tp_size": 4,
        "pp_size": 1,
        "moe_tp_size": 4,
        "moe_ep_size": 1
    },
    "quantization": {
        "quant_algo": "W4A16",
        "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": 56,
    "qk_layernorm": false,
    "rotary_embedding_dim": 56,
    "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
}