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numind
/
NuMarkdown-8B-Thinking-mlx-8bits

Image-to-Text
Transformers
Safetensors
MLX
qwen2_5_vl
image-text-to-text
OCR
vision-language
VLM
Reasoning
document-to-markdown
qwen2.5
markdown
extraction
RAG
text-generation-inference
8-bit precision
Model card Files Files and versions
xet
Community

Instructions to use numind/NuMarkdown-8B-Thinking-mlx-8bits with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use numind/NuMarkdown-8B-Thinking-mlx-8bits with Transformers:

    # Use a pipeline as a high-level helper
    # Warning: Pipeline type "image-to-text" is no longer supported in transformers v5.
    # You must load the model directly (see below) or downgrade to v4.x with:
    # 'pip install "transformers<5.0.0'
    from transformers import pipeline
    
    pipe = pipeline("image-to-text", model="numind/NuMarkdown-8B-Thinking-mlx-8bits")
    # Load model directly
    from transformers import AutoProcessor, AutoModelForMultimodalLM
    
    processor = AutoProcessor.from_pretrained("numind/NuMarkdown-8B-Thinking-mlx-8bits")
    model = AutoModelForMultimodalLM.from_pretrained("numind/NuMarkdown-8B-Thinking-mlx-8bits", device_map="auto")
  • MLX

    How to use numind/NuMarkdown-8B-Thinking-mlx-8bits with MLX:

    # Download the model from the Hub
    pip install huggingface_hub[hf_xet]
    
    huggingface-cli download --local-dir NuMarkdown-8B-Thinking-mlx-8bits numind/NuMarkdown-8B-Thinking-mlx-8bits
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • LM Studio
NuMarkdown-8B-Thinking-mlx-8bits
9.46 GB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 3 commits
SorenDreano's picture
SorenDreano
Update README.md
0593930 verified 3 months ago
  • .gitattributes
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  • README.md
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  • added_tokens.json
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  • chat_template.jinja
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  • chat_template.json
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  • config.json
    1.86 kB
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  • generation_config.json
    282 Bytes
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  • merges.txt
    1.67 MB
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  • model-00001-of-00002.safetensors
    5.33 GB
    xet
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  • model-00002-of-00002.safetensors
    4.12 GB
    xet
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  • model.safetensors.index.json
    57.6 kB
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  • preprocessor_config.json
    831 Bytes
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  • special_tokens_map.json
    613 Bytes
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  • tokenizer.json
    11.4 MB
    xet
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  • tokenizer_config.json
    4.81 kB
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  • video_preprocessor_config.json
    915 Bytes
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  • vocab.json
    2.78 MB
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