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Next-token Preference: Scaling Unsupervised Reward Modeling

Fan, Jingxuan et al.
arXiv (All) · Papers
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Learning from feedback advances the capabilities and safety of frontier models, but preference supervision remains costly and difficult to scale. We introduce next-token preference (NTP), an unsupervised reward-modeling method that constructs preference pairs from the continuation structure of raw w
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