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fp16 only if using lora? about ddpo-pytorch HOT 2 CLOSED

GiilDe avatar GiilDe commented on August 27, 2024
fp16 only if using lora?

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kvablack avatar kvablack commented on August 27, 2024

Sure thing! You don't want training weights to be low-precision, or it can cause instability. Therefore, when not using LoRA, we want to keep the UNet params in full float32. If we're using LoRA, we're not training the UNet params, so we can cast them to low precision. That's why the variable is called inference_dtype.

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GiilDe avatar GiilDe commented on August 27, 2024

I see, thanks!

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