| library_name: diffusers | |
| pipeline_tag: image-feature-extraction | |
| tags: | |
| - controlnet | |
| - stable-diffusion-xl | |
| - stable-diffusion-xl-diffusers | |
| - text-to-image | |
| - diffusers | |
| license: apache-2.0 | |
| [Origin model](https://huggingface.co/xinsir/controlnet-union-sdxl-1.0) | |
| ```py | |
| from diffusers import ControlNetModel | |
| import torch | |
| controlnet = ControlNetModel.from_pretrained( | |
| "r3gm/controlnet-union-sdxl-1.0-fp16", | |
| torch_dtype=torch.float16, | |
| variant="fp16" | |
| ) | |
| ``` |