config.json

{
  "_name_or_path": "microsoft/Magma-8B",
  "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"
  },
  "head_dim": 128,
  "hidden_act": "silu",
  "hidden_size": 4096,
  "image_token_index": 128257,
  "img_size": 512,
  "initializer_range": 0.02,
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  "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,
  "quantization_config": {
    "_load_in_4bit": true,
    "_load_in_8bit": false,
    "bnb_4bit_compute_dtype": "float16",
    "bnb_4bit_quant_storage": "uint8",
    "bnb_4bit_quant_type": "nf4",
    "bnb_4bit_use_double_quant": true,
    "llm_int8_enable_fp32_cpu_offload": false,
    "llm_int8_has_fp16_weight": false,
    "llm_int8_skip_modules": null,
    "llm_int8_threshold": 6.0,
    "load_in_4bit": true,
    "load_in_8bit": false,
    "quant_method": "bitsandbytes"
  },
  "remove_static_trace_pts": true,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "rope_theta": 500000.0,
  "spatial_quant_size": 256,
  "text_config": {
    "_attn_implementation_autoset": false,
    "_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct",
    "add_cross_attention": false,
    "architectures": [
      "LlamaForCausalLM"
    ],
    "attention_bias": false,
    "attention_dropout": 0.0,
    "bad_words_ids": null,
    "begin_suppress_tokens": null,
    "bos_token_id": 128000,
    "chunk_size_feed_forward": 0,
    "cross_attention_hidden_size": null,
    "decoder_start_token_id": null,
    "diversity_penalty": 0.0,
    "do_sample": false,
    "early_stopping": false,
    "encoder_no_repeat_ngram_size": 0,
    "eos_token_id": 128009,
    "exponential_decay_length_penalty": null,
    "finetuning_task": null,
    "forced_bos_token_id": null,
    "forced_eos_token_id": null,
    "head_dim": 128,
    "hidden_act": "silu",
    "hidden_size": 4096,
    "id2label": {
      "0": "LABEL_0",
      "1": "LABEL_1"
    },
    "initializer_range": 0.02,
    "intermediate_size": 14336,
    "is_decoder": false,
    "is_encoder_decoder": false,
    "label2id": {
      "LABEL_0": 0,
      "LABEL_1": 1
    },
    "length_penalty": 1.0,
    "max_length": 20,
    "max_position_embeddings": 8192,
    "min_length": 0,
    "mlp_bias": false,
    "model_type": "llama",
    "no_repeat_ngram_size": 0,
    "num_attention_heads": 32,
    "num_beam_groups": 1,
    "num_beams": 1,
    "num_hidden_layers": 32,
    "num_key_value_heads": 8,
    "num_return_sequences": 1,
    "output_attentions": false,
    "output_hidden_states": false,
    "output_scores": false,
    "pad_token_id": 128256,
    "prefix": null,
    "pretraining_tp": 1,
    "problem_type": null,
    "pruned_heads": {},
    "remove_invalid_values": false,
    "repetition_penalty": 1.0,
    "return_dict": true,
    "return_dict_in_generate": false,
    "rms_norm_eps": 1e-05,
    "rope_scaling": null,
    "rope_theta": 500000.0,
    "sep_token_id": null,
    "suppress_tokens": null,
    "task_specific_params": null,
    "temperature": 1.0,
    "tf_legacy_loss": false,
    "tie_encoder_decoder": false,
    "tie_word_embeddings": false,
    "tokenizer_class": null,
    "top_k": 50,
    "top_p": 1.0,
    "torch_dtype": "bfloat16",
    "torchscript": false,
    "typical_p": 1.0,
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    "use_cache": true,
    "vocab_size": 128261
  },
  "tie_word_embeddings": false,
  "torch_dtype": "float16",
  "transformers_version": "4.49.0",
  "use_cache": false,
  "vision_config": {
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    "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": 768,
    "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_vision_select_feature": "patch",
    "mm_vision_select_layer": -2,
    "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",
    "transformers_version": "4.36.2",
    "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
}