Changelog
Features 🏎️
- #427 - introduce LateInteractionMultimodalEmbedding with ColPali-v1.3 by @I8dNLo @joein
- #463 - introduce dense text custom models (use a model which is not supported by fastembed if it follows the same preprocessing pipelines) by @joein
- #428 - add jina embedding v3 model by @hh-space-invader
- #443 - load a model from
specific_model_path
bypassing hf file structure by @I8dNLo - #450 - extend type coverage, mark fastembed as typed package (also #451, #453, #454, #457, #458, #459, #460, #461, #464, #469, #470, #472) by @hh-space-invader @joein
- #440 - hide progress bar when a model is in cache by @hh-space-invader
- #455 - update to pillow<12.0.0 by @I8dNLo
- #484 - update to mmh3<6.0.0 by @joein
Fixes 🕸️
- #486 - fix thenlper/gte-large, use mean pooling of token embeddings instead of CLS embedding by @joein
- #436 - fix paraphrase-multilingual-MiniLM-L12-v2, do not normalize and use mean pooling of token embeddings instead of CLS embedding by @hh-space-invader
- #445 - fix paraphrase-multilingual-mpnet-base-v2 and intfloat/multilingual-e5-large, do not normalize and use mean pooling of token embeddings instead of CLS embedding by @I8dNLo
Thanks everyone who contributed to the current release!