peft.md

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# PEFT

Diffusers supports working with adapters (such as [LoRA](../../using-diffusers/loading_adapters)) via the [`peft` library](https://huggingface.co/docs/peft/index). We provide a `PeftAdapterMixin` class to handle this for modeling classes in Diffusers (such as [`UNet2DConditionModel`]).

<Tip>

Refer to [this doc](../../tutorials/using_peft_for_inference.md) to get an overview of how to work with `peft` in Diffusers for inference.

</Tip>

## PeftAdapterMixin

[[autodoc]] loaders.peft.PeftAdapterMixin