How to use ModelsLab/controlnet-xl-pro with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("ModelsLab/controlnet-xl-pro", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0]
https://huggingface.co/ModelsLab/controlnet-xl-pro/resolve/main/images/ControlNet%2B%2B.png
hf download hf://ModelsLab/controlnet-xl-pro/images/ControlNet++.png
curl -L -o ControlNet++.png https://huggingface.co/ModelsLab/controlnet-xl-pro/resolve/main/images/ControlNet%2B%2B.png
