Stable Diffusion Masterclass - Theory, Code & Application

HuggingFace Diffusers Library - Inference with Textual Inversion Embeddings

Now we've seen how to use the Diffusers library to do text-to-image, image-to-image, and inpainting. Let's now see how we can use the Diffusers library to generate images using a pre-trained textual inversion embedding.

We earlier learned that textual inversion is one method that we can use to introduce ourselves, new concepts, and styles to Stable Diffusion. Specifically, with textual inversion, we train a new text embedding that is conditioned on a new concept or style. We can then use this new text embedding in our text prompts to generate images of the new subject.