{ "architectures": [ "Qwen2MoeForCausalLM" ], "attention_dropout": 0.0, "bos_token_id": 151643, "decoder_sparse_step": 1, "eos_token_id": 151645, "hidden_act": "silu", "hidden_size": 2048, "initializer_range": 0.02, "intermediate_size": 5632, "max_position_embeddings": 32768, "max_window_layers": 21, "mlp_only_layers": [], "model_type": "qwen2_moe", "moe_intermediate_size": 1408, "norm_topk_prob": false, "num_attention_heads": 16, "num_experts": 60, "num_experts_per_tok": 4, "num_hidden_layers": 24, "num_key_value_heads": 16, "output_router_logits": false, "qkv_bias": true, "quantization_config": { "algo_config": null, "exclude": [ "model.layers.0.mlp.gate", "model.layers.0.mlp.shared_expert_gate", "model.layers.1.mlp.gate", "model.layers.1.mlp.shared_expert_gate", "model.layers.2.mlp.gate", "model.layers.2.mlp.shared_expert_gate", "model.layers.3.mlp.gate", "model.layers.3.mlp.shared_expert_gate", "model.layers.4.mlp.gate", "model.layers.4.mlp.shared_expert_gate", "model.layers.5.mlp.gate", "model.layers.5.mlp.shared_expert_gate", "model.layers.6.mlp.gate", "model.layers.6.mlp.shared_expert_gate", "model.layers.7.mlp.gate", "model.layers.7.mlp.shared_expert_gate", "model.layers.8.mlp.gate", "model.layers.8.mlp.shared_expert_gate", "model.layers.9.mlp.gate", "model.layers.9.mlp.shared_expert_gate", "model.layers.10.mlp.gate", "model.layers.10.mlp.shared_expert_gate", "model.layers.11.mlp.gate", "model.layers.11.mlp.shared_expert_gate", "model.layers.12.mlp.gate", "model.layers.12.mlp.shared_expert_gate", "model.layers.13.mlp.gate", "model.layers.13.mlp.shared_expert_gate", "model.layers.14.mlp.gate", "model.layers.14.mlp.shared_expert_gate", "model.layers.15.mlp.gate", "model.layers.15.mlp.shared_expert_gate", "model.layers.16.mlp.gate", "model.layers.16.mlp.shared_expert_gate", "model.layers.17.mlp.gate", "model.layers.17.mlp.shared_expert_gate", "model.layers.18.mlp.gate", "model.layers.18.mlp.shared_expert_gate", "model.layers.19.mlp.gate", "model.layers.19.mlp.shared_expert_gate", "model.layers.20.mlp.gate", "model.layers.20.mlp.shared_expert_gate", "model.layers.21.mlp.gate", "model.layers.21.mlp.shared_expert_gate", "model.layers.22.mlp.gate", "model.layers.22.mlp.shared_expert_gate", "model.layers.23.mlp.gate", "model.layers.23.mlp.shared_expert_gate", "lm_head" ], "export": { "kv_cache_group": [], "min_kv_scale": 0.0, "pack_method": "reorder", "weight_format": "real_quantized", "weight_merge_groups": null }, "global_quant_config": { "bias": null, "input_tensors": { "ch_axis": -1, "dtype": "fp4", "group_size": 32, "is_dynamic": true, "is_mx_scale_constraint": false, "is_scale_quant": false, "mx_element_dtype": null, "observer_cls": "PerBlockMXObserver", "qscheme": "per_group", "round_method": "half_even", "scale_calculation_mode": "even", "scale_format": "e8m0", "scale_type": "float", "symmetric": null }, "output_tensors": null, "target_device": null, "weight": { "ch_axis": -1, "dtype": "fp4", "group_size": 32, "is_dynamic": false, "is_mx_scale_constraint": false, "is_scale_quant": false, "mx_element_dtype": null, "observer_cls": "PerBlockMXObserver", "qscheme": "per_group", "round_method": "half_even", "scale_calculation_mode": "even", "scale_format": "e8m0", "scale_type": "float", "symmetric": null } }, "layer_quant_config": {}, "layer_type_quant_config": {}, "quant_method": "quark", "quant_mode": "eager_mode", "softmax_quant_spec": null }, "rms_norm_eps": 1e-06, "rope_scaling": null, "rope_theta": 1000000.0, "router_aux_loss_coef": 0.001, "shared_expert_intermediate_size": 5632, "sliding_window": null, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.51.3", "use_cache": true, "use_sliding_window": false, "vocab_size": 151936 }