[New Model]: `jinaai/jina-reranker-v3` new reranking model

[distributedlock]

The model to consider.

https://huggingface.co/jinaai/jina-reranker-v3

This has better benchmarks than the Qwen3-0.6B.

The closest model vllm already supports.

https://github.com/vllm-project/vllm/blob/main/vllm/model_executor/models/qwen3.py

What's your difficulty of supporting the model you want?

It's built on Qwen3-0.6B model. The architecture for this model is JinaForRanking.

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[noooop]

vLLM doesn’t support listwise rerankers for now.

We need to make some changes to the API to support jina-reranker-v3.

[distributedlock]

vLLM doesn’t support listwise rerankers for now.

We need to make some changes to the API to support jina-reranker-v3.

Hope you're doing well. Thanks for reply! We've been using the Qwen3-0.6B that was added which has been great.

Sure, understood, yes would be great to get support for these these type of rerankers when possible time permitting.

[noooop]

To be honest, I’ve been considering this model for a while, but I haven’t yet figured out how to refactor the API server to efficiently support it.

Regardless, we will support it.

Jina AI is great.

[hrdxwandg]

Thank you for your excellent work. May I ask if this has been supported yet?

[github-actions]

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[noooop]

Further refactoring is still needed to accept list-wise rerank.

[Yimi81]

@noooop when will list-wise reranking be supported, including for the Qwen3-VL-Rerank model? Currently, point-wise reranking is quite slow.

[noooop]

Wait for #28631