Duplicate from selfrag/selfrag_train_data
Browse filesCo-authored-by: Akari Asai <akariasai@users.noreply.huggingface.co>
- .gitattributes +57 -0
- README.md +26 -0
- train.jsonl +3 -0
.gitattributes
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# Audio files - uncompressed
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full_output_1005.jsonl filter=lfs diff=lfs merge=lfs -text
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train.jsonl filter=lfs diff=lfs merge=lfs -text
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README.md
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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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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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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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## 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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train.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:c58e3687be56240ee3b6876f954723dcc1d572f94bb29def40be7d3c3cc26ef1
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size 255748659
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