[Training Utils] create a utility for casting the lora params during training. #6553
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…training. (huggingface#6553) create a utility for casting the lora params during training.
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What does this PR do?
We upcast the training parameters in the LoRA training scripts to prevent unscaling errors. This PR modularizes the LoCs responsible for doing that.