ComfyUI and comfyui
About ComfyUI
Comfy-Org/ComfyUI
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
Supports diverse generative models across image, video, audio, and 3D modalities with intelligent memory management and GPU offloading for low-VRAM systems. The architecture uses an asynchronous queue system with incremental execution—only re-computing workflow nodes that have changed—and integrates LoRAs, ControlNets, and model merging capabilities. Extensible through custom nodes and external API providers, while maintaining fully offline operation for core functionality.
About comfyui
ai-dock/comfyui
ComfyUI docker images for use in GPU cloud and local environments. Includes AI-Dock base for authentication and improved user experience.
Supports multi-GPU architecture variants (CUDA, ROCm, CPU) with configurable startup arguments and automatic model downloads from HuggingFace/Civitai using token authentication. Includes a REST API wrapper with Swagger documentation alongside the core ComfyUI service, both password-protected and manageable via supervisorctl. Provisioning scripts enable reproducible setups for specific model configurations like SD3 and FLUX.1 without bundling models directly in the image.
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