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v0.8.2

skypilot-org/skypilotv0.8.2May 29, 2026by stephantul

AI Summary

This release focuses on improving training stability and refactoring the training pipeline. It introduces a new 'frozen-weights' option for training and fixes several issues related to multiword tokens, weight initialization, and quantization.

Key Highlights

  • Training refactoring to improve code structure and logic.
  • New 'frozen-weights' option added to the training process.
  • Fixes for incorrect token addition and weight initialization issues.
  • Support for trusted publishers in the release workflow.
  • Conversion of model output to float in the distillation process.

New Features

  • Refactor training logic
  • Convert output to float in distill
  • Add frozen-weights option to training
  • Add trusted publisher

Full Release Notes

## What's Changed
* fix: multiword broken by @stephantul in https://github.com/MinishLab/model2vec/pull/317
* feat: refactor training by @stephantul in https://github.com/MinishLab/model2vec/pull/316
* fix: upgrade skeletoken by @stephantul in https://github.com/MinishLab/model2vec/pull/318
* fix: Incorrect added token can cause issues when adding token as multiword token by @stephantul in https://github.com/MinishLab/model2vec/pull/319
* fix: don't set weights for non-quantized models by @stephantul in https://github.com/MinishLab/model2vec/pull/321
* fix: correctly set weights when w is initialized by @stephantul in https://github.com/MinishLab/model2vec/pull/322
* feat: convert output to float in distill by @stephantul in https://github.com/MinishLab/model2vec/pull/320
* clean up post-processing code by @stephantul in https://github.com/MinishLab/model2vec/pull/323
* chore: fix pre-commit by @stephantul in https://github.com/MinishLab/model2vec/pull/326
* chore: add exclude-newer by @stephantul in https://github.com/MinishLab/model2vec/pull/328
* feat: add frozen-weights option to training by @stephantul in https://github.com/MinishLab/model2vec/pull/327
* fix: small typing issue by @stephantul in https://github.com/MinishLab/model2vec/pull/329
* chore: Update email by @Pringled in https://github.com/MinishLab/model2vec/pull/331
* feat: add trusted publisher by @stephantul in https://github.com/MinishLab/model2vec/pull/332


**Full Changelog**: https://github.com/MinishLab/model2vec/compare/v0.8.1...v0.8.2