Key Info

A developer re-OCR'd 14,483 pages of fossil fuel industry documents using the Saturate library on a single GPU for $1.47, running through Hugging Face Jobs at 8.9 pages/s.

Highlights

  • Saturate runs models over a dataset or bucket against any OpenAI-compatible endpoint or inference engine.
  • Concurrency was not manually tuned; Saturate settled on 512 by itself.
  • The run achieved 8.9 pages/s once running via Hugging Face Jobs.
  • A sample comparison shows existing OCR output versus Xiaomi-OCR-0 on one page line.