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README.md

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 # Finetune-RAG Model Checkpoints
 This repository contains model checkpoints from the [Finetune-RAG](https://github.com/Pints-AI/Finetune-Bench-RAG) project, which aims to tackle hallucination in retrieval-augmented LLMs. Checkpoints here are saved at steps 2, 4, 6, 8, and 10 from baseline-format fine-tuning of Llama-3.1-8B-Instruct on Finetune-RAG.
+
+## Paper & Citation
+
+```latex
+@misc{lee2025finetuneragfinetuninglanguagemodels,
+      title={Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented Generation}, 
+      author={Zhan Peng Lee and Andre Lin and Calvin Tan},
+      year={2025},
+      eprint={2505.10792},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2505.10792}, 
+}
+```