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Add support for mixedbread-ai/mxbai-embed-large-v1 #78

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merged 6 commits into from
Apr 3, 2024

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@cdpierse cdpierse commented Apr 2, 2024

  • Add support for the mixedbread-ai/mxbai-embed-large-v1 which is the best performing model under 1GB on MTEB and also has a ONNX runtime model
  • Bumped sentence-transformers from 2.2.2 to 2.6.1 as:
    • a new weightedmean pooling mode has been added since the release of 2.2.1 which is required for mxbai-embed-large-v1
    • Since 2.3.0 a more efficient form of model loading has been added which should speed up startup times greatly for models that have multiple model types in the repository as only the strictly required files will be downloaded.

@cdpierse cdpierse requested a review from a team as a code owner April 2, 2024 19:06
@antas-marcin antas-marcin force-pushed the feature/add-mxbai-embed-large-v1 branch from e51d71f to 38c3237 Compare April 3, 2024 11:27
@antas-marcin antas-marcin merged commit 7381dd5 into main Apr 3, 2024
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@antas-marcin antas-marcin deleted the feature/add-mxbai-embed-large-v1 branch April 3, 2024 13:29
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2 participants