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Will this project support prm training of soft label? #57

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Dada-Cloudzxy opened this issue Nov 13, 2024 · 1 comment
Open

Will this project support prm training of soft label? #57

Dada-Cloudzxy opened this issue Nov 13, 2024 · 1 comment
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enhancement New feature or request

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@Dada-Cloudzxy
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Dada-Cloudzxy commented Nov 13, 2024 •
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OmegaPRM and Math-Shepherd both report that soft label is better?
OmegaPRM和Math-Shepherd好像都报告了soft label更好？
@Dada-Cloudzxy Dada-Cloudzxy changed the title 请问会支持 soft label 的 prm 训练吗？ Will this project support prm training of soft label? Nov 13, 2024
@iamlilAJ iamlilAJ added the enhancement New feature or request label Nov 13, 2024
@yitianlian
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I'm also interested in this! From your paper about OpenR, I guess you will label + when the mc_value is larger than 0 (if I understand right), which means that this path can lead to a correct answer. But I don't think it's a nice idea, and also other work[1] uses regression to predict the reward.

  1. Step-level Value Preference Optimization for Mathematical Reasoning

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@Dada-Cloudzxy @yitianlian @iamlilAJ