model2Vec Files

What's Changed

• add support for passing weight to the loss functions by @volker48 in https://github.com/MinishLab/model2vec/pull/260
• fix: padding token not recognized, update transformers by @stephantul in https://github.com/MinishLab/model2vec/pull/265
• Fix tag train documentation by @Lhemamou in https://github.com/MinishLab/model2vec/pull/269
• chore: Added python 3.13 to pyproject and CI by @Pringled in https://github.com/MinishLab/model2vec/pull/270
• feat: add classifier freezing by @stephantul in https://github.com/MinishLab/model2vec/pull/274
• fix: remove windows tests by @stephantul in https://github.com/MinishLab/model2vec/pull/277
• feat: add configurable pad token by @stephantul in https://github.com/MinishLab/model2vec/pull/276
• feat: faster loading if model already cached by @stephantul in https://github.com/MinishLab/model2vec/pull/278
• feat: add vocabulary quantization by @stephantul in https://github.com/MinishLab/model2vec/pull/271
• fix: load faster, make quantization better by @stephantul in https://github.com/MinishLab/model2vec/pull/279
• fix: F rule, A rule, update ruff by @stephantul in https://github.com/MinishLab/model2vec/pull/281
• feat: Added embedding_dtype and vocabulary_quantization to config by @Pringled in https://github.com/MinishLab/model2vec/pull/280
• fix: Disable MPS for Torch versions >=2.8.0 by @Pringled in https://github.com/MinishLab/model2vec/pull/287
• feat: Add configurable pooling for distillation by @Pringled in https://github.com/MinishLab/model2vec/pull/288
• chore: Deprecate apply_zipf and use_subword parameters by @Pringled in https://github.com/MinishLab/model2vec/pull/289
• chore: Rename PoolingType to PoolingMode by @Pringled in https://github.com/MinishLab/model2vec/pull/290
• docs: Update main docs by @Pringled in https://github.com/MinishLab/model2vec/pull/291
• chore: Bump version by @Pringled in https://github.com/MinishLab/model2vec/pull/292

New Contributors

• @volker48 made their first contribution in https://github.com/MinishLab/model2vec/pull/260
• @Lhemamou made their first contribution in https://github.com/MinishLab/model2vec/pull/269

Deprecation warnings ⚠️

• apply_zipf and use_subword are now officially deprecated from distill

Full Changelog: https://github.com/MinishLab/model2vec/compare/v0.6.0...v0.7.0