{ "architectures": [ "Qwen3_5MoeForConditionalGeneration" ], "dtype": "bfloat16", "hidden_size": 2048, "image_token_id": 248056, "model_type": "qwen3_5_moe", "text_config": { "attention_bias": false, "attention_dropout": 0.0, "attn_output_gate": true, "bos_token_id": null, "dtype": "bfloat16", "eos_token_id": 248044, "full_attention_interval": 4, "head_dim": 256, "hidden_act": "silu", "hidden_size": 2048, "initializer_range": 0.02, "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_conv_kernel_dim": 4, "linear_key_head_dim": 128, "linear_num_key_heads": 16, "linear_num_value_heads": 32, "linear_value_head_dim": 128, "mamba_ssm_dtype": "float32", "max_position_embeddings": 262144, "mlp_only_layers": [], "model_type": "qwen3_5_moe_text", "moe_intermediate_size": 512, "mtp_num_hidden_layers": 1, "mtp_use_dedicated_embeddings": false, "num_attention_heads": 16, "num_experts": 256, "num_experts_per_tok": 8, "num_hidden_layers": 40, "num_key_value_heads": 2, "output_router_logits": false, "pad_token_id": null, "partial_rotary_factor": 0.25, "rms_norm_eps": 1e-06, "rope_parameters": { "mrope_interleaved": true, "mrope_section": [ 11, 11, 10 ], "partial_rotary_factor": 0.25, "rope_theta": 10000000, "rope_type": "default" }, "router_aux_loss_coef": 0.001, "shared_expert_intermediate_size": 512, "tie_word_embeddings": false, "use_cache": true, "vocab_size": 248320 }, "tie_word_embeddings": false, "transformers_version": "5.2.0", "video_token_id": 248057, "vision_config": { "deepstack_visual_indexes": [], "depth": 27, "dtype": "bfloat16", "hidden_act": "gelu_pytorch_tanh", "hidden_size": 1152, "in_channels": 3, "initializer_range": 0.02, "intermediate_size": 4304, "model_type": "qwen3_5_moe", "num_heads": 16, "num_position_embeddings": 2304, "out_hidden_size": 2048, "patch_size": 16, "spatial_merge_size": 2, "temporal_patch_size": 2 }, "vision_end_token_id": 248054, "vision_start_token_id": 248053, "quantization_config": { "quant_method": "compressed-tensors", "format": "pack-quantized", "quantization_status": "compressed", "ignore": [ "re:.*layers[.]0[.](?:self_attn|linear_attn|mlp[.]shared_expert)[.].*", "re:.*layers[.][0-9]+[.]mlp[.]gate$", "re:.*layers[.][0-9]+[.]mlp[.]shared_expert_gate$", "re:.*layers[.][0-9]+[.]linear_attn[.](?:in_proj_a|in_proj_b|in_proj_ba|conv1d)$", "re:.*layers[.][0-9]+[.]self_attn[.](?:q_norm|k_norm)$", "re:.*embed_tokens$", "lm_head", "re:.*lm_head$", "re:.*visual[.].*" ], "config_groups": { "w4a16_experts": { "targets": [ "re:.*layers[.][0-9]+[.]mlp[.]experts[.][0-9]+[.](?:gate_proj|up_proj|down_proj)$" ], "input_activations": null, "output_activations": null, "weights": { "num_bits": 4, "type": "int", "symmetric": true, "strategy": "group", "group_size": 128, "dynamic": false, "actorder": null, "observer": "minmax" } }, "w8a16_linears": { "targets": [ "re:.*layers[.](?:[1-9][0-9]*)[.](?:self_attn[.](?:q_proj|k_proj|v_proj|o_proj)|linear_attn[.](?:in_proj_qkv|in_proj_z|out_proj)|mlp[.]shared_expert[.](?:gate_proj|up_proj|down_proj))$" ], "input_activations": null, "output_activations": null, "weights": { "num_bits": 8, "type": "int", "symmetric": true, "strategy": "group", "group_size": 128, "dynamic": false, "actorder": null, "observer": "minmax" } } }, "packed_modules_mapping": { "qkv_proj": [ "q_proj", "k_proj", "v_proj" ], "gate_up_proj": [ "gate_proj", "up_proj" ], "in_proj_qkvz": [ "in_proj_qkv", "in_proj_z" ], "in_proj_ba": [ "in_proj_a", "in_proj_b" ] }, "kv_cache_scheme": null, "global_compression_ratio": null, "sparsity_config": {} } }