Model2vec

Latest version: v0.4.1

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0.4.1

What's Changed
* docs: Added training plot, added more training results by Pringled in https://github.com/MinishLab/model2vec/pull/189
* feat: Added min and max epochs to fit by Pringled in https://github.com/MinishLab/model2vec/pull/190
* docs: Update model card template by Pringled in https://github.com/MinishLab/model2vec/pull/192
* feat: Add multilabel classification for training by Pringled in https://github.com/MinishLab/model2vec/pull/191
* feat: Add evaluate function for classifiers by Pringled in https://github.com/MinishLab/model2vec/pull/195
* docs: Added discord badge by Pringled in https://github.com/MinishLab/model2vec/pull/193
* fix: only allows named args in pretrain by stephantul in https://github.com/MinishLab/model2vec/pull/200
* Bump version by Pringled in https://github.com/MinishLab/model2vec/pull/204


**Full Changelog**: https://github.com/MinishLab/model2vec/compare/0.4.0...0.4.1

0.4.0

What's Changed
* Add fittable by stephantul in https://github.com/MinishLab/model2vec/pull/140
* fix scores in readme by stephantul in https://github.com/MinishLab/model2vec/pull/179
* docs: Refactored main docs, added separate docs directory, added training docs by Pringled in https://github.com/MinishLab/model2vec/pull/181
* docs: Update README.md by Pringled in https://github.com/MinishLab/model2vec/pull/183
* Update README.md by Pringled in https://github.com/MinishLab/model2vec/pull/184
* feat: replace 8m by 32m for training by stephantul in https://github.com/MinishLab/model2vec/pull/182
* docs: update scores in README by stephantul in https://github.com/MinishLab/model2vec/pull/186
* docs: Moved training results to results directory, updated docs and description by Pringled in https://github.com/MinishLab/model2vec/pull/187
* Bump version by Pringled in https://github.com/MinishLab/model2vec/pull/188


**Full Changelog**: https://github.com/MinishLab/model2vec/compare/v0.3.9...0.4.0

0.3.9

What's Changed
* docs: Added new model results by Pringled in https://github.com/MinishLab/model2vec/pull/167
* docs: Update plot by Pringled in https://github.com/MinishLab/model2vec/pull/169
* feat: add trust-remote-code option by stephantul in https://github.com/MinishLab/model2vec/pull/173
* feat: Add SIF-like coef by stephantul in https://github.com/MinishLab/model2vec/pull/174
* increase version by stephantul in https://github.com/MinishLab/model2vec/pull/176


**Full Changelog**: https://github.com/MinishLab/model2vec/compare/v0.3.8...v0.3.9

0.3.8

What's Changed
* docs: fix docstrings in distill by stephantul in https://github.com/MinishLab/model2vec/pull/157
* remove unnecessary import by stephantul in https://github.com/MinishLab/model2vec/pull/161
* remove deduplication tutorial by stephantul in https://github.com/MinishLab/model2vec/pull/159
* fix: issue with modernbert tokenizer, add token pattern to _distill by stephantul in https://github.com/MinishLab/model2vec/pull/158
* fix: fix typing issue by stephantul in https://github.com/MinishLab/model2vec/pull/162
* feat: float pca dims by stephantul in https://github.com/MinishLab/model2vec/pull/163
* feat: Add optional embedding normalization to StaticModel loading by davidberenstein1957 in https://github.com/MinishLab/model2vec/pull/164
* feat: Improve distill for modernBERT by stephantul in https://github.com/MinishLab/model2vec/pull/165
* increase version by stephantul in https://github.com/MinishLab/model2vec/pull/166

New Contributors
* davidberenstein1957 made their first contribution in https://github.com/MinishLab/model2vec/pull/164

**Full Changelog**: https://github.com/MinishLab/model2vec/compare/v0.3.7...v0.3.8

0.3.7

What's Changed
* feat: Updated save_pretrained to save sentence-transformers compatible models by Pringled in https://github.com/MinishLab/model2vec/pull/154
* Bump version by Pringled in https://github.com/MinishLab/model2vec/pull/155


**Full Changelog**: https://github.com/MinishLab/model2vec/compare/v0.3.6...v0.3.7

0.3.6

What's Changed
* Add loading from st by stephantul in https://github.com/MinishLab/model2vec/pull/151
* Bump version by Pringled in https://github.com/MinishLab/model2vec/pull/152


**Full Changelog**: https://github.com/MinishLab/model2vec/compare/v0.3.5...v0.3.6

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