Merge branch 'main' of https://huggingface.co/mixedbread-ai/mxbai-rerank-base-v2
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README.md
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<sup> 🍞 Looking for a simple end-to-end retrieval solution? Meet Omni, our multimodal and multilingual model. <a href="https://mixedbread.com"><b>Get in touch for access.</b></a> </sup>
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</p>
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# 🍞 mxbai-rerank-base-v2
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This is the base model in our family of powerful reranker models. You can learn more about the models in our [blog post](https://www.mixedbread.ai/blog/mxbai-rerank-v2).
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```bibtex
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@article{li2025prorank,
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title={ProRank: Prompt Warmup via Reinforcement Learning for Small Language Models Reranking},
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author={
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journal={arXiv preprint arXiv:2506.03487},
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year={2025}
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}
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<sup> 🍞 Looking for a simple end-to-end retrieval solution? Meet Omni, our multimodal and multilingual model. <a href="https://mixedbread.com"><b>Get in touch for access.</b></a> </sup>
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</p>
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# 🍞 mxbai-rerank-base-v2 (a.k.a ProRank-0.5B)
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This is the base model in our family of powerful reranker models. You can learn more about the models in our [blog post](https://www.mixedbread.ai/blog/mxbai-rerank-v2).
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```bibtex
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@article{li2025prorank,
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title={ProRank: Prompt Warmup via Reinforcement Learning for Small Language Models Reranking},
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author={Xianming Li and Aamir Shakir and Rui Huang and Julius Lipp and Benjamin Clavié and Jing Li},
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journal={arXiv preprint arXiv:2506.03487},
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year={2025}
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}
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