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ysymyth avatar ysymyth commented on May 2, 2024

hi @KevinH48264 , good detail to notice! in our paper experiments, args.method_select is always greedy not sample.

as for sample, I feel without replacement might lead to including low-value samples when generated samples are not many, e.g. when beam size is 5 and sample size is 5, without replacement every sample must be included even though some are impossible. instead, with replacement only high-value ones are chosen, and they are immediately de-duplicated in the next sample phase. feel free to try some experiments and let me know!

from tree-of-thought-llm.

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