Controlnet Union Sdxl is a ControlNet model for Stable Diffusion XL available on Hugging Face. It functions as a text-to-image generation tool that incorporates conditioning inputs for guided image creation.
The model is provided under the Apache 2.0 license as an open-source release by xinsir. It is delivered as a downloadable model file compatible with the Diffusers library from Hugging Face. Installation uses a standard pip command for diffusers, transformers, and accelerate, after which the pipeline loads with bfloat16 precision and CUDA device mapping. Example code demonstrates loading the model and generating an image from a text prompt such as "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k".
It is positioned within the class of ControlNet implementations for Stable Diffusion XL. The repository lists it under text-to-image and ControlNet categories and includes links to notebooks on Google Colab and Kaggle as well as local applications such as Draw Things and DiffusionBee. The page title and model card reference it as controlnet-union-sdxl-1.0.
Controlnet Union Sdxl sits in PulseGate's Image generation category. It focuses on providing unified control over image generation using multiple conditioning inputs in a single ControlNet model for SDXL. Controlnet Union Sdxl is an open-source project aimed at AI image generation developers. The project is open source (Apache-2.0). Controlnet Union Sdxl is available on the web, the command line, and API.
xinsir builds and maintains Controlnet Union Sdxl, and the product first shipped in 2024. The project is developed in the open on GitHub with 2.1k stars. Among its 3 catalogued features are multi-control support, Stable Diffusion XL, and image editing.
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