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feat: support Trition with Nvidia embedders #1098

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@tstadel tstadel commented Sep 23, 2024

Related Issues

  • support for Triton-hosted embedding models: e.g. almost any hugginface model can be hosted on Triton and thus make use of Triton's hosting and scaling features. This is especially helpful if you want to self-host arbitrary OpenSource models using NVIDIA's inference engines.

Proposed Changes:

  • add Triton Backend support for NvidiaEmbedders

How did you test it?

  • added tests
  • ran integration tests locally against Triton Embedding endpoint
  • sample embedding triton server can be hosted using
    docker run --gpus all -p 8000:8000 -p 8001:8001 -p 8002:8002 tstadelds/triton-embedding:intfloat-multilingual-e5-base-o4-v0.0.2

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@tstadel tstadel requested a review from a team as a code owner September 23, 2024 16:19
@tstadel tstadel requested review from silvanocerza and removed request for a team September 23, 2024 16:19
@github-actions github-actions bot added integration:nvidia type:documentation Improvements or additions to documentation labels Sep 23, 2024
@silvanocerza silvanocerza removed their request for review November 14, 2024 14:28
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