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Ablation between DPO and Step-DPO #20

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tqzhong opened this issue Sep 29, 2024 · 1 comment
Open

Ablation between DPO and Step-DPO #20

tqzhong opened this issue Sep 29, 2024 · 1 comment

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@tqzhong
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tqzhong commented Sep 29, 2024

Hi, thanks for your great work! I have a question regarding the ablation experiment of DPO vs Step-DPO. What is the 5K training dataset like? Is it sampled from your publicly available 10K Step-DPO dataset? And then, for Step-DPO, you used the chosen and rejected from that dataset, while for DPO, you used full_chosen and full_rejected as the settings, is that correct?

@BobbyGuo-UTokyo
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Also find it a great work! I have the same question here for the data used. is full_chosen/full/rejected used for DPO ablation study only? And the Step-DPO only use texts up to the chosen/rejected step? Thank you!

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