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xuguohai avatar xuguohai commented on August 19, 2024

在构造CValues-Comparison过程中,我们使用ChatGPT来生成对应的"拒绝&正向建议"的回复,造成上述问题的主要原因是:1、instruction中有"并用序号表明",有时候负例数据只有1个编号,所以造成生成回复也只有1个编号;2、有时候chatgpt也没有非常好的follow指令。

我们的建议:这份Comparison的全部数据用来训练reward模型,是没问题的。如果想用来SFT,建议可以选择“拒绝为主”的正例数据来训练。(ps:我们也是这么实践的)

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