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@raphaelsty raphaelsty released this 25 Feb 08:32
· 4 commits to main since this release
v1.4.0
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PyLate 1.4.0 – The ColBERT-Zero version - Release Notes 🥳🚀

New Features

  • ColBERT-Zero training scripts — final, polished training files for ColBERT-Zero. @arn4 @NohTow
  • Prompt collator — support for adding prompts during training via the ColBERTCollator, matching the latest Sentence-Transformers features. @NohTow
  • Automated PyPI publishing — new CI workflow that publishes to PyPI automatically when a version tag is pushed. @raphaelsty

Improvements

  • Fast-PLAID fixes — fixed document deletion offset computation and reduced memory overhead when using override=True. @NohTow
  • Quantile computation fix — replaced torch.quantile with a torch.kthvalue-based implementation to remove the 16M element limitation when computing codebooks for large collections. @meetdoshi90
  • Bumped fast-plaid to 1.3.0 with Torch 2.9.0 compatibility. @raphaelsty
  • Bumped transformers version range for broader compatibility. @raphaelsty
  • Voyager moved to an extra dependency to simplify the default install. @raphaelsty
  • Documentation improvements — added spell checker, docs CI, modular dense documentation, and updated bibtex. @NohTow @Samoed
  • Added LateOn Code boilerplates. @NohTow
  • Added missing parameter checks (D417). @Samoed

Contributors

arn4, raphaelsty, and 3 other contributors
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