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jason1966
/
Qianfan-OCR-MLX-4bit

Image-Text-to-Text
MLX
Safetensors
multilingual
internvl_chat
vision-language
ocr
document-intelligence
qianfan
apple-silicon
custom_code
Eval Results
4-bit precision
Model card Files Files and versions
xet
Community

Instructions to use jason1966/Qianfan-OCR-MLX-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • MLX

    How to use jason1966/Qianfan-OCR-MLX-4bit with MLX:

    # Make sure mlx-vlm is installed
    # pip install --upgrade mlx-vlm
    
    from mlx_vlm import load, generate
    from mlx_vlm.prompt_utils import apply_chat_template
    from mlx_vlm.utils import load_config
    
    # Load the model
    model, processor = load("jason1966/Qianfan-OCR-MLX-4bit")
    config = load_config("jason1966/Qianfan-OCR-MLX-4bit")
    
    # Prepare input
    image = ["http://images.cocodataset.org/val2017/000000039769.jpg"]
    prompt = "Describe this image."
    
    # Apply chat template
    formatted_prompt = apply_chat_template(
        processor, config, prompt, num_images=1
    )
    
    # Generate output
    output = generate(model, processor, formatted_prompt, image)
    print(output)
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • LM Studio
Qianfan-OCR-MLX-4bit
3.28 kB
Ctrl+K
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  • 1 contributor
History: 2 commits
jason1966's picture
jason1966
Upload .eval_results/olm_ocr_bench.yaml with huggingface_hub
e6c6708 verified 3 months ago
  • .eval_results
    Upload .eval_results/olm_ocr_bench.yaml with huggingface_hub 3 months ago
  • .gitattributes
    1.52 kB
    initial commit 3 months ago