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Comments on No. 92 of 155 · huggingface.co · edition of Wednesday 28 October 2026

Unlimited-OCR-2: Baidu open-sources an OCR model for unlimited-horizon parsing

Summary

Baidu has open-sourced Unlimited-OCR-2, a document parsing model whose new Sparse Reference Sliding Window Attention (SR-SWA) mechanism compresses attention over very long sequences to a fixed working set of about 512 tokens, so per-step decoding latency and memory stay roughly constant as documents grow.

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