 one can simply alter the text encoder in CLIP for extended capabilities such as multilingual understanding. Our models and code are available at this https URL.  Tips AltDiffusion is conceptually the same as Stable Diffusion. Make sure to check out the Schedulers guide to learn how to explore the tradeoff between scheduler speed and quality, and see the reuse components across pipelines section to learn how to efficiently load the same compone