---
library_name: diffusers
pipeline_tag: image-feature-extraction
license: apache-2.0
tags:
- controlnet
- stable-diffusion-xl
- stable-diffusion-xl-diffusers
- text-to-image
- diffusers
---

[Origin model](https://huggingface.co/xinsir/controlnet-union-sdxl-1.0/blob/main/diffusion_pytorch_model_promax.safetensors)

```
from diffusers import ControlNetModel
import torch

controlnet = ControlNetModel.from_pretrained(
    "r3gm/controlnet-union-promax-sdxl-fp16",
    torch_dtype=torch.float16,
    variant="fp16"
)
```