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README.md
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# Model Card for Provence-reranker
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6273df31c3b822dad2d1eef2/
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Provence is a lightweight **context pruning model** for retrieval-augmented generation, particularly **optimized for question answering**. Given a user question and a retrieved passage, Provence **removes sentences from the passage that are not relevant to the user question**. This **speeds up generation** and **reduces context noise**, in a plug-and-play manner **for any LLM**. More details about the model can be found in the [paper]() and in the [blogpost]().
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# Model Card for Provence-reranker
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<img src="https://cdn-uploads.huggingface.co/production/uploads/6273df31c3b822dad2d1eef2/4n-bxYfiMPC2LoLM2m7pg.png" alt="image/png" width="600">
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Provence is a lightweight **context pruning model** for retrieval-augmented generation, particularly **optimized for question answering**. Given a user question and a retrieved passage, Provence **removes sentences from the passage that are not relevant to the user question**. This **speeds up generation** and **reduces context noise**, in a plug-and-play manner **for any LLM**. More details about the model can be found in the [paper]() and in the [blogpost]().
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