ComfyUI

ComfyUI is a modular, node-based graph execution engine and GUI for Stable Diffusion and generative AI pipelines, offering granular control over every step of diffusion workflows.

When to Use

• Advanced Generative Image & Video Pipelines: Designing node-based workflows for SDXL, Flux.1, and SD3.
• Modular LoRA & ControlNet Composition: Layering multi-ControlNet conditions, IP-Adapter, and inpainting nodes.
• Automated Headless Generation: Exporting workflow JSONs and executing generation via the ComfyUI REST API / WebSockets.
• Custom Node Development: Extending PyTorch pipelines with proprietary filters, conditioning, and model loaders.

Quick Start

# Clone and install ComfyUI
git clone https://github.com/comfyanonymous/ComfyUI
cd ComfyUI
pip install -r requirements.txt