@_akhaliq: Baidu just released Unlimited-OCR

@ErickSky: Baidu has just broken one of the biggest limitations of current OCR. Unlimited-OCR processes entire documents in a sing…

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Baidu has released Unlimited-OCR, which processes entire documents in a single pass without chunking, overcoming a major limitation of current OCR technology.

baidu/Unlimited-OCR

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Baidu releases Unlimited-OCR, a new model for one-shot long-horizon document parsing, building on Deepseek-OCR. It supports single image and multi-page/PDF parsing via Hugging Face Transformers and SGLang.

Unlimited OCR: One-Shot Long-Horizon Parsing

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Baidu releases Unlimited-OCR, an open-source model for one-shot long-horizon document parsing, building upon Deepseek-OCR with support for single images, multi-page documents, and PDFs.

@GoSailGlobal: Current OCR processes multi-page documents page by page. Every time you turn a page, memory is reset. Today, Baidu quietly open-sourced a model on GitHub and HuggingFace called Unlimited OCR, inspired by how humans copy books: - When copying a book, you don't reread hundreds of pages every time you write a word...

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Baidu has open-sourced the Unlimited OCR model, which uses a Reference Sliding Window Attention (R-SWA) mechanism to parse documents up to 32K context in a single pass, eliminating the need for page-by-page inference.

@vanstriendaniel: It's raining OCR models again! @Baidu_Inc's Unlimited-OCR is one of the more interesting. You can try it without much e…

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This post shows how to serve Baidu's Unlimited-OCR model as a temporary, OpenAI-compatible endpoint on Hugging Face Jobs, enabling multi-page document parsing with features like table-to-HTML and equation-to-LaTeX extraction.