@KaichaoYou: a great ocr model from baidu! you would be surprisied if you see how popular ocr models are, they are sometimes even mo…
Summary
Baidu's Unlimited-OCR model, using Reference Sliding Window Attention, is now supported in vLLM, enabling efficient one-shot parsing of entire books with constant memory usage.
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Cached at: 06/29/26, 02:22 AM
a great ocr model from baidu! you would be surprisied if you see how popular ocr models are, they are sometimes even more popular than top-tier LLM!😜
vLLM (@vllm_project): 🎉 Unlimited-OCR from @Baidu_Inc now runs in vLLM. One-shot parsing of entire books with constant KV cache, powered by Reference Sliding Window Attention (R-SWA).
🧠 R-SWA keeps KV cache fixed throughout decoding — no memory blowup, no slowdown, no matter how long the output
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