BAAI/bge-m3

Reference

https://huggingface.co/BAAI/bge-m3

Languages

AfrikaansAmharicAsturianBelarusianBengaliBulgarianCatalanCebuanoCentral KurdishChineseDanishEnglish +16 more Show fewer

EstonianFinnishFrenchGalicianGermanGujaratiHebrewHindiItalianJapaneseKoreanModern Greek (1453-)North AzerbaijaniRussianThaiUkrainian

License

mit

Training data

https://huggingface.co/datasets/cfli/bge-full-data

Trained on

CMedQAv1-rerankingCMedQAv2-rerankingCodeSearchNetDuRetrievalHotpotQAHotpotQA-NLHotpotQA-PLHotpotQAHardNegatives +18 more Show fewer

LeCaRDv2MIRACLRerankingMIRACLRetrievalMIRACLRetrievalHardNegativesMMarcoRerankingMSMARCOMSMARCO-PLMSMARCOHardNegativesMrTidyRetrievalNQNQ-NLNQ-PLNQHardNegativesNanoMSMARCORetrievalNanoNQRetrievalT2RerankingT2RetrievalmMARCO-NL

@misc{bge-m3,
      title={BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation},
      author={Jianlv Chen and Shitao Xiao and Peitian Zhang and Kun Luo and Defu Lian and Zheng Liu},
      year={2024},
      eprint={2402.03216},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}