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docs/source/en/_toctree.yml

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- local: using-diffusers/textual_inversion_inference
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title: Textual inversion
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title: Adapters
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isExpanded: false
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- sections:
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- local: using-diffusers/unconditional_image_generation
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title: Unconditional image generation

docs/source/en/tutorials/using_peft_for_inference.md

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pipeline("A bowl of ramen shaped like a cute kawaii bear").images[0]
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```
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Refer to the [hotswapping](#hotswapping) section to learn how to avoid recompilation when working with compiled models and multiple LoRAs.
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## Weight scale
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The `scale` parameter is used to control how much of a LoRA to apply. A value of `0` is equivalent to only using the base model weights and a value of `1` is equivalent to fully using the LoRA.

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