The advanced stable diffusion pipelines can be designed using ComfyUI, a graph-based interface that allows for the creation of complex workflows. This tool is suitable for users who wish to delve into the details of Stable Diffusion and experiment without restrictions. It supports various operating systems and provides a standalone build for Windows. Users can run ComfyUI on services like Paperspace, Kaggle, or Colab using a Jupyter Notebook. The installation process involves cloning the repository, installing dependencies, and setting up model paths. ComfyUI is compatible with AMD and Nvidia GPUs, and it includes command-line settings for performance optimization. The interface closely follows the workings of Stable Diffusion, making it easier to understand than other SD UIs. It also features dynamic prompts and high-quality previews for an enhanced user experience. The community can connect through Matrix space for support and discussions. ComfyUI is designed for those interested in creating complex workflows or learning more about Stable Diffusion’s inner workings.