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Snowflake/snowflake-arctic-embed-l-v2.0

Languages
AfrikaansAlbanianArabicArmenianAzerbaijaniBasqueBelarusianBengaliBulgarianBurmeseCatalanCebuano +62 more Show fewer ChineseCroatianCzechDanishDutchEnglishEstonianFinnishFrenchGalicianGeorgianGermanGujaratiHaitianHebrewHindiHungarianIcelandicIndonesianItalianJapaneseJavaneseKannadaKazakhKhmerKirghizKoreanLaoLatvianLithuanianMacedonianMalay (macrolanguage)MalayalamMarathiModern Greek (1453-)MongolianNepali (macrolanguage)PanjabiPersianPolishPortugueseQuechua (Latin)RomanianRussianSerbianSinhalaSlovakSlovenianSomaliSpanishSwahili (macrolanguage)SwedishTagalogTamilTeluguThaiTurkishUkrainianUrduVietnameseWelshYoruba
License
apache-2.0
Trained on
FEVERFEVER-NLFEVERHardNegativesHotPotQAHotPotQA-PLHotPotQAHardNegativesHotpotQA-NLMIRACLReranking +6 more Show fewer MIRACLRetrievalMIRACLRetrievalHardNegativesNQNQ-NLNQ-PLNQHardNegatives
Cite this model
Citation (BibTeX)
@article{yu2024arctic,
      title={Arctic-Embed 2.0: Multilingual Retrieval Without Compromise},
      author={Yu, Puxuan and Merrick, Luke and Nuti, Gaurav and Campos, Daniel},
      journal={arXiv preprint arXiv:2412.04506},
      year={2024},
      eprint={2412.04506},
      archivePrefix={arXiv},
      url={https://arxiv.org/abs/2412.04506}
}
Parameters 568M
Active parameters 312M
Embedding dim 1,024
Max tokens 8,192
Memory 2.1 GB
Released 2024-12-04

Openness

  • Open weights
  • Open license
  • Training code
  • Training data
  • Paper
  • Model card

Benchmark scores

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