{ "mlp_bias": false, "attn_bias": false, "rotary_base": 1000000.0, "rotary_scaling": null, "disable_weight_only_quant_plugin": false, "num_labels": 1, "use_logn_attn": false, "moe": { "num_experts": 64, "shared_expert_intermediate_size": 20480, "top_k": 8, "normalization_mode": 0, "sparse_mixer_epsilon": 0.01, "tp_mode": 0, "device_limited_n_group": 0, "device_limited_topk_group": 0, "device_limited_routed_scaling_factor": 1.0 }, "architecture": "Qwen2MoeForCausalLM", "dtype": "bfloat16", "vocab_size": 151936, "hidden_size": 3584, "num_hidden_layers": 28, "num_attention_heads": 28, "hidden_act": "swiglu", "logits_dtype": "float32", "norm_epsilon": 1e-06, "runtime_defaults": null, "position_embedding_type": "rope_gpt_neox", "num_key_value_heads": 4, "intermediate_size": 18944, "max_position_embeddings": 32768, "mapping": { "world_size": 2, "gpus_per_node": 8, "cp_size": 1, "tp_size": 2, "pp_size": 1, "moe_tp_size": 2, "moe_ep_size": 1, "auto_parallel": false }, "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": 128, "qk_layernorm": false, "rotary_embedding_dim": 128, "seq_length": 8192, "qwen_type": "qwen2_moe", "moe_intermediate_size": 2560, "moe_shared_expert_intermediate_size": 20480, "tie_word_embeddings": false }