 same VAE. For example, in the Text-to-image-to-inpaint section, Kandinsky 2.2 uses a different VAE class than the Stable Diffusion model so it won’t work. But if you use Stable Diffusion v1.5 for both pipelines, then you can keep everything in latent space because they both use AutoencoderKL. Finally, you can pass this image to an image-to-image pipeline to put the finishing touches on it. It is more efficient to use the from_pipe() method to 