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From Rollouts to Recipes: Self-Contained Post-Training for LLMs

Li, Yifei et al.
arXiv (All) · Papers
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computation-and-language
Post-training large language models usually applies a single training recipe to all samples, even though the model's own rollouts reveal different sample-level learning states. We propose Self-Routing, a behavior-conditioned post-training framework that uses rollout correctness and confidence to dec
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