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SPARKNLP 852 - Introducing "E5 Embeddings" for sentence embeddings like e5-large-v2 model #13859

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Merged
merged 3 commits into from
Jul 1, 2023
Merged

SPARKNLP 852 - Introducing "E5 Embeddings" for sentence embeddings like e5-large-v2 model #13859

merged 3 commits into from
Jul 1, 2023

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prabod
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@prabod prabod commented Jun 20, 2023

This PR adds E5 embeddings to SparkNLP

e5-large-v2 is one of the best model according to this leaderboard: https://huggingface.co/spaces/mteb/leaderboard

Types of changes

  • New feature (non-breaking change which adds functionality)

Checklist:

  • My code follows the code style of this project.
  • My change requires a change to the documentation.
  • I have updated the documentation accordingly.
  • I have read the CONTRIBUTING page.
  • I have added tests to cover my changes.
  • All new and existing tests passed.

@prabod prabod added new-feature Introducing a new feature new model DON'T MERGE Do not merge this PR labels Jun 20, 2023
@prabod prabod requested a review from maziyarpanahi June 20, 2023 14:40
@maziyarpanahi maziyarpanahi changed the base branch from master to release/500-release-candidate July 1, 2023 13:16
@maziyarpanahi
Merge branch 'release/500-release-candidate' into SPARKNLP-852-Implem…
461f389 
…ent-E5-Embeddings-based-on-BERT-for-Sentence-Embeddings
@maziyarpanahi maziyarpanahi merged commit d8174cc into release/500-release-candidate Jul 1, 2023
@maziyarpanahi maziyarpanahi mentioned this pull request Jul 1, 2023
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@maziyarpanahi maziyarpanahi maziyarpanahi approved these changes

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@prabod @maziyarpanahi