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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
}