{ "architectures": [ "MetisForCausalLM" ], "auto_map": { "AutoConfig": "configuration_metis.MetisConfig", "AutoModelForCausalLM": "modeling_metis.MetisForCausalLM" }, "backbone_configs": { "_name_or_path": "/mnt/afs/models/Qwen3.5-9B", "architectures": [ "Qwen3_5ForConditionalGeneration" ], "chunk_size_feed_forward": 0, "dtype": null, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "image_token_id": 248056, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "model_type": "qwen3_5", "output_attentions": false, "output_hidden_states": false, "problem_type": null, "return_dict": true, "text_config": { "_name_or_path": "", "architectures": null, "attention_bias": false, "attention_dropout": 0.0, "attn_output_gate": true, "bos_token_id": null, "chunk_size_feed_forward": 0, "dtype": "bfloat16", "eos_token_id": 248044, "full_attention_interval": 4, "head_dim": 256, "hidden_act": "silu", "hidden_size": 4096, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "initializer_range": 0.02, "intermediate_size": 12288, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "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_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_text", "mtp_num_hidden_layers": 1, "mtp_use_dedicated_embeddings": false, "num_attention_heads": 16, "num_hidden_layers": 32, "num_key_value_heads": 4, "output_attentions": false, "output_hidden_states": false, "pad_token_id": null, "partial_rotary_factor": 0.25, "problem_type": null, "return_dict": true, "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" }, "tie_word_embeddings": false, "use_cache": true, "vocab_size": 248320 }, "tie_word_embeddings": false, "video_token_id": 248057, "vision_config": { "_name_or_path": "", "architectures": null, "chunk_size_feed_forward": 0, "deepstack_visual_indexes": [], "depth": 27, "dtype": null, "hidden_act": "gelu_pytorch_tanh", "hidden_size": 1152, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "in_channels": 3, "initializer_range": 0.02, "intermediate_size": 4304, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "model_type": "qwen3_5", "num_heads": 16, "num_position_embeddings": 2304, "out_hidden_size": 4096, "output_attentions": false, "output_hidden_states": false, "patch_size": 16, "problem_type": null, "return_dict": true, "spatial_merge_size": 2, "temporal_patch_size": 2 }, "vision_end_token_id": 248054, "vision_start_token_id": 248053 }, "backbone_meta": { "backbone_path": "Qwen/Qwen3.5-9B", "backbone_type": "Qwen3_5" }, "bos_token_id": null, "dtype": "bfloat16", "eos_token_id": 248044, "hidden_size": 4096, "memory_configs": { "alpha_max_fraction": 0.0, "alpha_max_tokens": 0, "alpha_min_tokens": 1, "alpha_top_p": 0.9, "commit_hidden_offset": 0, "forget_ratio": 1.0, "gated_delta_alpha_init": 1.0, "gated_delta_beta_init": 1.0, "gumbel_topk_noise": true, "mem_norm_init": 1.0, "metis_block_type": "NormedReweightLearnedQueryMetisBlock", "metis_hyper_memory_type": "StraightThroughAlphaTopPGatedDeltaRuleMetisHyperMemory", "metis_local_memory_type": "NormalizedDeltaNetMetisLocalMemory", "metis_reweight_gamma": 0.9, "pool_temperature": 1.0, "qk_kernel_type": "elu_plus_one", "stride_interval": 8, "uniform_num_selected": 16, "update_ratio": 0.9 }, "model_type": "metis", "num_attention_heads": 16, "num_hidden_layers": 32, "pad_token_id": null, "transformers_version": "5.4.0" }