v0.22.0

abhigyanpatwari/GitNexusv0.22.0Jul 17, 2026by VikParuchuri

AI Summary

Introduces a significant architectural change to model serving by moving to a spawn + server model, improving resource efficiency.

Key Highlights

  • Switched from per-process models to a spawn + server model architecture.
  • Fixed text detection bugs where weights failed to load properly.
  • Improved model management efficiency.

New Features

  • Model server architecture implementation.
  • Text detection weight loading fixes.

Full Release Notes

Swap models to a spawn + server model, instead of relying on each process having a separate model.
Fix bug with text detection where weights didn't load properly.

## What's Changed
* Vik/fast models by @VikParuchuri in https://github.com/datalab-to/surya/pull/532
* Dev by @VikParuchuri in https://github.com/datalab-to/surya/pull/533


**Full Changelog**: https://github.com/datalab-to/surya/compare/v0.21.2...v0.22.0