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zhxchnl avatar zhxchnl commented on June 14, 2024 1

感谢您的提问。

我们并没有遇到您提到的问题。请您尝试将Transformersdeepspeed更新到最新版本再尝试运行脚本,或提供更详细的报错信息。

另外,我们实现的DPO训练脚本中的warmup ratio会计算出所需warmup steps,并传入Transformers,Transformers内部会传入Deepspeed.

可能是deepspeed版本的问题,我的版本是0.12.3。在deepspeed initial的时候会检查optimizer的参数,而auto的参数填充是在train阶段才会被transformer deepspeed填充上。造成了initial的时候会检查optimizer的参数的错误

from belle.

zhxchnl avatar zhxchnl commented on June 14, 2024

另外,deepspeed json里面设置的warm up step和run_dpo.sh 里面的 warm up ratio似乎没有关系?

from belle.

Emperorizzis avatar Emperorizzis commented on June 14, 2024

感谢您的提问。

我们并没有遇到您提到的问题。请您尝试将Transformersdeepspeed更新到最新版本再尝试运行脚本,或提供更详细的报错信息。

另外,我们实现的DPO训练脚本中的warmup ratio会计算出所需warmup steps,并传入Transformers,Transformers内部会传入Deepspeed.

from belle.

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