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Qwen3-VL-Embedding-2B

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sentence-transformers
Safetensors
Transformers
qwen3_vl
image-text-to-text
multimodal embedding
qwen
embedding
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23

Built a server to make this OpenAI compatible

#21
by sur4guy101 - opened
Discussion
sur4guy101
•
edited Apr 3

Hey — getting Qwen3-VL-Embeddings running locally for RAG was kind of a headache (deps, setup, etc).

I put together a small server that makes it OpenAI-compatible so you can just drop it into existing pipelines.

  • works with standard OpenAI clients
  • handles text + image embeddings
  • runs clean locally (tested on a 5070)

If you’re trying to use this model without fighting setup, this might save you some time.

https://github.com/philmcginty/qwen3-vl-embedding-server

Happy to help if anyone gets stuck setting it up.

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