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Argeanin
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blip2_typhoonv2

Visual Question Answering
Transformers
Safetensors
blip-2
Inference Endpoints
4-bit precision
bitsandbytes
Model card Files Community
blip2_typhoonv2
File size: 2,296 Bytes 
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{
  "_name_or_path": "ybelkada/blip2-opt-2.7b-fp16-sharded",
  "architectures": [
    "Blip2ForConditionalGeneration"
  ],
  "initializer_factor": 1.0,
  "initializer_range": 0.02,
  "model_type": "blip-2",
  "num_query_tokens": 32,
  "qformer_config": {
    "classifier_dropout": null,
    "model_type": "blip_2_qformer"
  },
  "quantization_config": {
    "_load_in_4bit": true,
    "_load_in_8bit": false,
    "bnb_4bit_compute_dtype": "float32",
    "bnb_4bit_quant_storage": "uint8",
    "bnb_4bit_quant_type": "fp4",
    "bnb_4bit_use_double_quant": false,
    "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"
  },
  "text_config": {
    "_name_or_path": "SeaLLMs/SeaLLM-7B-v2.5",
    "architectures": [
      "GemmaForCausalLM"
    ],
    "attention_bias": false,
    "eos_token_id": 1,
    "head_dim": 256,
    "hidden_act": "gelu",
    "hidden_activation": "gelu_pytorch_tanh",
    "hidden_size": 3072,
    "initializer_range": 0.02,
    "intermediate_size": 24576,
    "max_position_embeddings": 8192,
    "model_type": "gemma",
    "num_attention_heads": 16,
    "num_hidden_layers": 28,
    "num_key_value_heads": 16,
    "pad_token_id": 0,
    "quantization_config": {
      "_load_in_4bit": true,
      "_load_in_8bit": false,
      "bnb_4bit_compute_dtype": "float32",
      "bnb_4bit_quant_storage": "uint8",
      "bnb_4bit_quant_type": "fp4",
      "bnb_4bit_use_double_quant": false,
      "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"
    },
    "rms_norm_eps": 1e-06,
    "rope_scaling": null,
    "rope_theta": 10000.0,
    "torch_dtype": "bfloat16",
    "vocab_size": 256000
  },
  "torch_dtype": "float16",
  "transformers_version": "4.41.2",
  "use_decoder_only_language_model": true,
  "vision_config": {
    "dropout": 0.0,
    "initializer_factor": 1.0,
    "layer_norm_eps": 1e-05,
    "model_type": "blip_2_vision_model",
    "num_channels": 3,
    "projection_dim": 512
  }
}