{ "architectures": [ "Qwen3NextForCausalLM" ], "attention_bias": false, "attention_dropout": 0, "bos_token_id": 151643, "decoder_sparse_step": 1, "dtype": "bfloat16", "eos_token_id": 151645, "full_attention_interval": 4, "head_dim": 256, "hidden_act": "silu", "hidden_size": 2048, "initializer_range": 0.02, "intermediate_size": 5120, "layer_types": [ "linear_attention", "linear_attention", "linear_attention", "full_attention", "linear_attention", "linear_attention", "linear_attention", "full_attention", "linear_attention", "linear_attention", "linear_attention", "full_attention", "linear_attention", "linear_attention", "linear_attention", "full_attention", "linear_attention", "linear_attention", "linear_attention", "full_attention", "linear_attention", "linear_attention", "linear_attention", "full_attention", "linear_attention", "linear_attention", "linear_attention", "full_attention", "linear_attention", "linear_attention", "linear_attention", "full_attention", "linear_attention", "linear_attention", "linear_attention", "full_attention", "linear_attention", "linear_attention", "linear_attention", "full_attention", "linear_attention", "linear_attention", "linear_attention", "full_attention", "linear_attention", "linear_attention", "linear_attention", "full_attention" ], "linear_conv_kernel_dim": 4, "linear_key_head_dim": 128, "linear_num_key_heads": 16, "linear_num_value_heads": 32, "linear_value_head_dim": 128, "max_position_embeddings": 262144, "mlp_only_layers": [], "model_type": "qwen3_next", "moe_intermediate_size": 512, "norm_topk_prob": true, "num_attention_heads": 16, "num_experts": 512, "num_experts_per_tok": 10, "num_hidden_layers": 48, "num_key_value_heads": 2, "original_num_experts": 512, "output_router_logits": false, "partial_rotary_factor": 0.25, "per_layer_num_experts": [ 308, 218, 328, 281, 285, 316, 300, 277, 268, 270, 286, 298, 274, 268, 272, 285, 282, 281, 275, 264, 262, 238, 237, 255, 238, 268, 262, 240, 248, 272, 236, 269, 247, 215, 240, 237, 257, 274, 259, 245, 255, 200, 210, 217, 209, 219, 181, 162 ], "rms_norm_eps": 1e-06, "rope_scaling": null, "rope_theta": 5000000, "router_aux_loss_coef": 0.001, "shared_expert_intermediate_size": 512, "tie_word_embeddings": false, "transformers_version": "4.57.6", "use_cache": true, "use_sliding_window": false, "vocab_size": 151936 }