Comments (3)
Uxito-Ada
commented on May 25, 2024
1
@Jasonzzt From the log, it is found that PPO also applies PEFT LoRA.
Therefore, like QLoRA, rather than from_pretrained a peft model with lora config, we should first load the base model, and then use get_peft_model, prepare_model_for_kbit_training etc. methods in qlora.py to create a peft model. Such a model is built on top of layers with supported operators like here.
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Uxito-Ada
commented on May 25, 2024
@leonardozcm pls take a look, whether it is not supported by our kernel? tks.
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leonardozcm
commented on May 25, 2024
hi, I think the VF.drop is not implemented by our kernels, instead I suppose this error indicates that input is in 8-bit data format which is not a supported dtype for torch.nn.functional.dropout
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