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[GH-ISSUE #1510] feat: multi gpu embedding support #12528

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opened 2026-04-19 19:27:17 -05:00 by GiteaMirror · 1 comment
GiteaMirror commented 2026-04-19 19:27:17 -05:00
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Originally created by @buroa on GitHub (Apr 11, 2024).
Original GitHub issue: https://github.com/open-webui/open-webui/issues/1510

Example: https://github.com/UKPLab/sentence-transformers/blob/master/examples/applications/computing-embeddings/computing_embeddings_multi_gpu.py

Originally created by @buroa on GitHub (Apr 11, 2024). Original GitHub issue: https://github.com/open-webui/open-webui/issues/1510 Example: https://github.com/UKPLab/sentence-transformers/blob/master/examples/applications/computing-embeddings/computing_embeddings_multi_gpu.py
GiteaMirror commented 2026-04-19 19:27:18 -05:00
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@FarisHijazi commented on GitHub (Mar 19, 2025):

why though, if you actually cared about performance you should be using proper embeddings inference like HF text-embedding and then connecting to it as an OpenAI endpoint, open-webui already supports custom OpenAI endpoints.

Or you could connect everything through litellm which also allows you to configure embedding endpoints and model endpoints all in one place.

<!-- gh-comment-id:2736804585 --> @FarisHijazi commented on GitHub (Mar 19, 2025): why though, if you actually cared about performance you should be using proper embeddings inference like [HF text-embedding](https://github.com/huggingface/text-embeddings-inference) and then connecting to it as an OpenAI endpoint, open-webui already supports custom OpenAI endpoints. Or you could connect everything through litellm which also allows you to configure embedding endpoints and model endpoints all in one place.
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Reference: github-starred/open-webui#12528
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