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Duplicate from selfrag/selfrag_train_data

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Co-authored-by: Akari Asai <akariasai@users.noreply.huggingface.co>

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  1. .gitattributes +57 -0
  2. README.md +26 -0
  3. train.jsonl +3 -0
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+ # Audio files - uncompressed
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+ ---
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+ license: mit
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+ task_categories:
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+ - text-generation
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+ language:
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+ - en
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+ size_categories:
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+ - 100K<n<1M
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+ ---
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+
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+ This is a training data file for [Self-RAG](https://selfrag.github.io/) that generates outputs to diverse user queries as well as reflection tokens to call the retrieval system adaptively and criticize its own output and retrieved passages.
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+
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+ Self-RAG is trained on our 150k diverse instruction-output pairs with interleaving passages and reflection tokens using the standard next-token prediction objective, enabling efficient and stable learning with fine-grained feedback.
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+ At inference, we leverage reflection tokens covering diverse aspects of generations to sample the best output aligning users' preferences. See full descriptions in [our paper](https://arxiv.org/abs/2310.11511) and [code](https://github.com/AkariAsai/self-rag).
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+
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+ ## Citation and contact
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+ If you use this model, please cite our work:
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+ ```
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+ @article{asai2023selfrag,
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+ author = {Asai, Akari and Wu, Zeqiu and Wang, Yizhong and Sil, Avirup and Hajishirzi, Hannaneh},
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+ title = {{Self-RAG}: Learning to Retrieve, Generate, and Critique through Self-Reflection},
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+ year = {2023},
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+ journal = { arXiv preprint arXiv:2310.11511 },
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+ URL = {https://arxiv.org/abs/2310.11511}
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+ }
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+ ```
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