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README.md
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**LightOnOCR-1B** is a compact, end-to-end vision–language model for Optical Character Recognition (OCR) and document understanding. It achieves state-of-the-art accuracy in its weight class while being several times faster and cheaper than larger general-purpose VLMs.
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📝 **[Read the full blog post](https://huggingface.co/blog/lightonai/lightonocr/)** | 🚀 **[Try the demo](https://huggingface.co/spaces/lightonai/LightOnOCR-1B-Demo)**
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**Highlights**
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**LightOnOCR-1B** is a compact, end-to-end vision–language model for Optical Character Recognition (OCR) and document understanding. It achieves state-of-the-art accuracy in its weight class while being several times faster and cheaper than larger general-purpose VLMs.
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[](https://colab.research.google.com/#fileId=https%3A//huggingface.co/lightonai/LightOnOCR-1B-1025/blob/main/notebook.ipynb)
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📝 **[Read the full blog post](https://huggingface.co/blog/lightonai/lightonocr/)** | 🚀 **[Try the demo](https://huggingface.co/spaces/lightonai/LightOnOCR-1B-Demo)**
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**Highlights**
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