ed controlnet weights saved in the original .ckpt or
.safetensors format. The pipeline is format. The pipeline is set in evaluation mode (model.eval()) by
default. Make sure to pass both image_size and scaling_factor to from_single_file() if you want to load
a VAE that does accompany a stable diffusion model of v2 or higher or SDXL.  Examples:   Copied from diffusers import AutoencoderKL

url = "https://huggingface.co/stabilityai/sd-vae-ft-mse-