ReSight-SMC: Two-Stage Power Sampling via Island SMC with Visual Scouts

Yaowen Zhang, Xiangyu Qiu, Junyi Hu +5

Power sampling has emerged as a training-free approach to LLM reasoning, eliciting capabilities comparable to reinforcement learning by sharpening the model distribution over compl…