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@@ -210,9 +210,8 @@ The models were trained using a three-step process:
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  2. **Contrastive Learning**
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  3. **Preference Learning**
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- For more details, check our [technical blog post](https://mixedbread.com/blog/mxbai-rerank-v2).
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- Paper following soon.
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  ## 🎓 Citation
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  2. **Contrastive Learning**
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  3. **Preference Learning**
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+ For more details, check our [technical report](https://www.arxiv.org/abs/2506.03487) and [technical blog post](https://mixedbread.com/blog/mxbai-rerank-v2).
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  ## 🎓 Citation
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