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Magma-8B

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Magma-8B
File size: 3,246 Bytes 
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{
  "architectures": [
    "MagmaForCausalLM"
  ],
  "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": "magma",
  "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": "magma_vision",
    "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
}