Ross ROSS = Recommend OSS · open-source software intelligence for agents

baidu/Unlimited-OCR

Unlimited OCR Works: Welcome the Era of One-shot Long-horizon Parsing. observed · 2026-10-08

github.com/baidu/Unlimited-OCR · Python · MIT (permissive) observed · 2026-10-08

Health v2 · maintenance only

53/100

  • Activity 87
  • Release rhythm 35
  • Longevity 8

Flags: no_releases young

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 124
  • days_rel: n/a
  • days_push: 83
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

26763 stars · 2797 forks observed · 2026-10-08

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Baidu's Unlimited-OCR is an open vision-language OCR model for one-shot long-horizon document parsing, extending DeepSeek-OCR. It provides inference via Hugging Face Transformers and vLLM on NVIDIA GPUs, with weights on Hugging Face and ModelScope.

Use cases

  • extract text from long pdf documents
  • parse scanned documents with a vision-language model
  • run ocr on gpu with vllm
  • convert document images to structured text
  • batch document parsing for rag pipelines

When to choose

  • you need ocr over very long or multi-page documents in one pass
  • you want an open model deployable with transformers or vllm
  • you need document parsing as input for downstream llm workflows

When to avoid

  • you need lightweight cpu-only ocr like tesseract
  • you need a hosted ocr api without gpu infrastructure
  • you need handwriting or niche-language recognition without evaluation

Facets

library · maturity active

ocr machine-learning llm-inference pdf computer-vision deep-learning pdf python vision-language-model document-parsing long-context huggingface vllm natural-language-processing gpu linux

1 source

Member repositories

RepositoryRoleHealth v2
baidu/Unlimited-OCRmain53

For agents

markdown · JSON · MCP: product_card(name="baidu/Unlimited-OCR")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem