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v0.8.0

agentscope-ai/QwenPawv0.8.0Mar 26, 2026by Pringled

AI Summary

This release focuses on refactoring the tokenizer to use skeletoken, removing legacy dependencies, deprecating Python 3.9, and updating benchmark results to MTEB V2.

Key Highlights

  • Refactored tokenizer code to use skeletoken
  • Deprecated Python 3.9 support
  • Removed from_sentence_transformers dependency
  • Updated benchmark results to MTEB V2
  • Fixed initialization bug when layers are 0

Breaking Changes

  • Deprecated Python 3.9 support
  • Removed from_sentence_transformers method

New Features

  • Exposed random seed
  • Added utility for tokenizer pad id

Full Release Notes

## What's Changed
* docs: Added CITATION.cff, updated citation info by @Pringled in https://github.com/MinishLab/model2vec/pull/293
* docs: Added modelcard logo by @Pringled in https://github.com/MinishLab/model2vec/pull/294
* docs: Update default model for example by @Pringled in https://github.com/MinishLab/model2vec/pull/299
* chore: Deprecated Python 3.9 support by @Pringled in https://github.com/MinishLab/model2vec/pull/301
* chore: Update CI to run on external PRs, fix test import by @Pringled in https://github.com/MinishLab/model2vec/pull/303
* feat: replace tokenizer code with skeletoken by @stephantul in https://github.com/MinishLab/model2vec/pull/302
* feat: refactor persistence, remove from_sentence_transformers by @stephantul in https://github.com/MinishLab/model2vec/pull/305
* fix: refix tokenizer with added token shenanigans by @stephantul in https://github.com/MinishLab/model2vec/pull/304
* fix: if layers == 0, layers were not initialized by @stephantul in https://github.com/MinishLab/model2vec/pull/306
* feat: expose random seed, small typing fix by @stephantul in https://github.com/MinishLab/model2vec/pull/308
* feat: add util for tokenizer pad id  by @stephantul in https://github.com/MinishLab/model2vec/pull/310
* docs: Update results to MTEB V2 by @Pringled in https://github.com/MinishLab/model2vec/pull/311
* chore: Bump version by @Pringled in https://github.com/MinishLab/model2vec/pull/312


**Full Changelog**: https://github.com/MinishLab/model2vec/compare/v0.7.0...v0.8.0