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Textual Inversion

Textual Inversion is a training method for personalizing models by learning new text embeddings from a few example images. The file produced from training is extremely small (a few KBs) and the new embeddings can be loaded into the text encoder.

[TextualInversionLoaderMixin] provides a function for loading Textual Inversion embeddings from Diffusers and Automatic1111 into the text encoder and loading a special token to activate the embeddings.

To learn more about how to load Textual Inversion embeddings, see the Textual Inversion loading guide.

TextualInversionLoaderMixin

autodoc loaders.textual_inversion.TextualInversionLoaderMixin