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Haoyang Liu · Yuyang Cai · Jie Wang · Xiongwei Han · Minyang Hu · Shuqi LIU · Mingxuan Yuan · Jianye Hao · Feng Wu
Zehua Liu · Shuqi LIU · Tao Zhong · Mingxuan Yuan
While Supervised Fine-Tuning (SFT) and Rejection Sampling Fine-Tuning (RFT) are standard for LLM alignment, they either rely on costly expert data or discard valuable negative samples, leading to data inefficiency. To address this, we propose Reward Informed Fine-Tuning (RIFT), a simple yet effec...