 Diffusion XL Stable Diffusion XL (SDXL) is a powerful text-to-image model that generates high-resolution images, and it adds a second text-encoder to its architecture. Use the train_controlnet_sdxl.py script to train a ControlNet adapter for the SDXL model. The SDXL training script is discussed in more detail in the SDXL training guide.  Next steps Congratulations on training your own ControlNet! To learn more about how to use your new model, 