Unlimited-OCR reads 100-page PDFs in one shot
Shruti_0810 · x · 2026-07-20
China has open-sourced Unlimited-OCR, a 3B model for reading full documents in one pass.
- Uses a 32K context window to process an entire document at once instead of page by page
- Preserves cross-page context, which helps with tables, references, and long-form documents
- Reports 93% on standard OCR benchmarks, about +6 over the baseline
- Claims <0.11 error rate beyond 40 pages
- Runs fully locally and supports Transformers, vLLM, Ollama, Docker, llama.cpp, and more
The post argues this approach makes enterprise OCR more reliable while eliminating per-page cloud OCR costs.
Related event: Baidu Open-Sources Unlimited-OCR for Long Documents(4 posts)→
More from Multimodal
- Fish Audio ships open-weight Drama 3 TTS; creator shows turning old posts into narrated videos — alex_verem · 2026-10-27
- Redditor crafts photorealistic 'morning bus ride' short film entirely in ComfyUI — no3us · 2026-10-27
- New blur/anti-blur slider LoRA for MOSS lets you dial background sharpness with weights — NoMouse9610 · 2026-10-27
- PixGR: Pixel-space generative decoding for fast feed-forward 3D reconstruction — kwangmoo_yi · 2026-10-27
- Krea-2 Turbo + ComfyUI for product ads: prompts and results shared — comfy-king-999 · 2026-10-27
- High-res tiled Marigold V2 depth maps arrive in ComfyUI with See Through model — AntonObukhov1 · 2026-10-27