{ "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "auto_map": { "AutoConfig": "microsoft/Magma-8B--configuration_magma.MagmaConfig", "AutoModelForCausalLM": "microsoft/Magma-8B--modeling_magma.MagmaForCausalLM" }, "hidden_act": "silu", "hidden_size": 4096, "image_token_id": 128257, "img_size": 512, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "mm_use_image_history": true, "mm_use_image_start_end": true, "mm_use_trace_speed": true, "mm_use_trace_start_end": false, "model_type": "casual_lm", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "remove_static_trace_pts": true, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "spatial_quant_size": 256, "text_config": { "_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct", "architectures": [ "LlamaForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "head_dim": 128, "hidden_act": "silu", "hidden_size": 4096, "initializer_range": 0.02, "intermediate_size": 14336, "max_position_embeddings": 8192, "mlp_bias": false, "model_type": "llama", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pad_token_id": 128256, "pretraining_tp": 1, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "torch_dtype": "bfloat16", "use_cache": true, "vocab_size": 128261 }, "tie_word_embeddings": false, "torch_dtype": "bfloat16", "transformers_version": "4.52.0.dev0", "use_cache": false, "vision_config": { "attention_bias": false, "attention_dropout": 0.0, "bos_token_id": 128000, "eos_token_id": 128009, "feature_outs": "encoder", "freeze_mm_mlp_adapter": false, "hidden_act": "silu", "hidden_size": 4096, "image_aspect_ratio": "square", "img_anyres_strategy": "crop", "img_size": 512, "initializer_range": 0.02, "intermediate_size": 14336, "max_num_crops": 4, "max_position_embeddings": 8192, "mm_hidden_size": 3072, "mm_projector_lr": null, "mm_projector_type": "mlp2x_gelu", "mm_use_im_patch_token": false, "mm_use_im_start_end": false, "mm_use_row_seperator": true, "mm_vision_select_feature": "patch", "mm_vision_select_layer": -2, "model_type": "casual_lm", "num_attention_heads": 32, "num_hidden_layers": 32, "num_key_value_heads": 8, "pretraining_tp": 1, "proj_vis_to_txt_tokens": false, "rms_norm_eps": 1e-05, "rope_scaling": null, "rope_theta": 500000.0, "tie_word_embeddings": false, "tokenizer_model_max_length": 4096, "tokenizer_padding_side": "right", "torch_dtype": "bfloat16", "tune_mm_mlp_adapter": false, "tune_vision_tokenizer": "all", "use_cache": true, "use_mm_proj": true, "vision_backbone": "convnextxxlarge", "vision_feature_layer": "clip_vis_dense", "vision_tokenizer_lr": null, "vocab_size": 128257 }, "vocab_size": 128320 }