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Reasoning with Sampling: Cutting at Decision Points

Zhou, Felix et al.
arXiv (All) · Papers
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computation-and-languagestatistics-theory
Frontier reasoning models are produced by post-training base language models with reinforcement learning. Recent work has challenged this by showing that sampling from a sharpened version of the base model's distribution, a so-called power distribution, elicits comparable reasoning without additiona
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