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M. Tolga Cangöz a359ff7644 [Docs] Fix typos and update files at API's Main Classes, Models, and Schedulers pages (#5720 )

* Fix typos, update, add Copyright info, and trim trailing whitespaces

* Update docs/source/en/api/loaders.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/api/models/autoencoder_tiny.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/api/models/autoencoder_tiny.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

2023-11-13 14:32:59 -08:00

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Loaders

Adapters (textual inversion, LoRA, hypernetworks) allow you to modify a diffusion model to generate images in a specific style without training or finetuning the entire model. The adapter weights are very portable because they're typically only a tiny fraction of the pretrained model weights. 🤗 Diffusers provides an easy-to-use LoaderMixin API to load adapter weights.

🧪 The LoaderMixins are highly experimental and prone to future changes. To use private or gated models, log-in with huggingface-cli login.

UNet2DConditionLoadersMixin

autodoc loaders.UNet2DConditionLoadersMixin

TextualInversionLoaderMixin

autodoc loaders.TextualInversionLoaderMixin

StableDiffusionXLLoraLoaderMixin

autodoc loaders.StableDiffusionXLLoraLoaderMixin

LoraLoaderMixin

autodoc loaders.LoraLoaderMixin

FromSingleFileMixin

autodoc loaders.FromSingleFileMixin

FromOriginalControlnetMixin

autodoc loaders.FromOriginalControlnetMixin

FromOriginalVAEMixin

autodoc loaders.FromOriginalVAEMixin

1.7 KiB Raw Blame History