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v9.11.0

huggingface/finetrainersv9.11.0Jul 1, 2026by davidmezzetti

AI Summary

This release adds support for the turbovec ANN backend and LiteParse text extraction, along with improvements to ggml-python integration, API reindexing, and various bug fixes.

Key Highlights

  • Add turbovec ANN backend for enhanced neural network capabilities
  • Add text extraction with LiteParse for improved document processing
  • Migrate from ggml-py to ggml-python library
  • Support multiple Dense layers for Late Interaction Pooling
  • Fix FastAPI 0.137+ modified router compatibility issue

New Features

  • Add turbovec ANN backend (#1109)
  • Add text extraction with LiteParse (#1118)
  • Add reindex parameter for API (#1111)
  • Support multiple Dense layers for Late Interaction Pooling (#1117)
  • Fix tokenizer lowercase parameter handling (#1114)
  • Limit tabular pipeline to local CSV files (#1119)
  • Update commonprefix to commonpath (#1120)

Full Release Notes

**This release adds support for the turbovec ANN backend and LiteParse text extraction**

See below for full details on the new features, improvements and bug fixes.

New Features
--------------------------
- Add turbovec an ANN backend (#1109)
- Add text extraction with LiteParse (#1118)

Improvements
--------------------------
- Migrate from ggml-py to ggml-python (#1105)
- Revert noisy logging workaround when fixed upstream (#1106)
- Add reindex parameter for API (#1111)
- Use gliner fork to relax transformers version caps (#1112)
- Remove find from the default list of bash tools (#1113)
- Support multiple Dense layers for Late Interaction Pooling (#1117)
- Limit tabular pipeline to local CSV files (#1119)
- Update commonprefix to commonpath (#1120)

Bug Fixes
--------------------------
- fix(tokenizer): respect lowercase=False in ngramtokenize (#1114, thank you @JSap0914)
- FastAPI 0.137+ modified how routers work (#1115)