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MiniCPM-V-2_6-int4

Image-Text-to-Text
Transformers
Safetensors
multilingual
minicpmv
feature-extraction
minicpm-v
vision
ocr
multi-image
video
custom_code
conversational
4-bit precision
bitsandbytes
Model card Files Community
4
MiniCPM-V-2_6-int4
File size: 1,913 Bytes 
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{
  "_name_or_path": "openbmb/MiniCPM-V-2_6",
  "architectures": [
    "MiniCPMV"
  ],
  "attention_dropout": 0.0,
  "auto_map": {
    "AutoConfig": "configuration_minicpm.MiniCPMVConfig",
    "AutoModel": "modeling_minicpmv.MiniCPMV",
    "AutoModelForCausalLM": "modeling_minicpmv.MiniCPMV"
  },
  "batch_vision_input": true,
  "bos_token_id": 151643,
  "drop_vision_last_layer": false,
  "eos_token_id": 151645,
  "hidden_act": "silu",
  "hidden_size": 3584,
  "image_size": 448,
  "initializer_range": 0.02,
  "intermediate_size": 18944,
  "max_position_embeddings": 32768,
  "max_window_layers": 28,
  "model_type": "minicpmv",
  "num_attention_heads": 28,
  "num_hidden_layers": 28,
  "num_key_value_heads": 4,
  "patch_size": 14,
  "quantization_config": {
    "_load_in_4bit": true,
    "_load_in_8bit": false,
    "bnb_4bit_compute_dtype": "bfloat16",
    "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": [
      "out_proj",
      "kv_proj",
      "lm_head"
    ],
    "llm_int8_threshold": 6.0,
    "load_in_4bit": true,
    "load_in_8bit": false,
    "quant_method": "bitsandbytes"
  },
  "query_num": 64,
  "rms_norm_eps": 1e-06,
  "rope_theta": 1000000.0,
  "slice_config": {
    "max_slice_nums": 9,
    "model_type": "minicpmv"
  },
  "slice_mode": true,
  "sliding_window": null,
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.43.3",
  "use_cache": true,
  "use_image_id": true,
  "use_sliding_window": false,
  "version": 2.6,
  "vision_config": {
    "hidden_size": 1152,
    "image_size": 980,
    "intermediate_size": 4304,
    "model_type": "siglip_vision_model",
    "num_attention_heads": 16,
    "num_hidden_layers": 27,
    "patch_size": 14
  },
  "vocab_size": 151666
}