Vibe Coding DiscoverComfyUI
View on GitHubThe most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
ComfyUI is a node-graph GUI, API, and backend for running diffusion models locally. It supports image, video, audio, and 3D generation workflows with hundreds of open models, quantized execution, and reusable JSON workflows.
Use Cases
text-to-image generationtext-to-video generationimage editing and inpaintingoutpainting and mask compositingControlNet and reference conditioningupscaling and frame interpolationLoRA and model mergingsegmentation and depth estimationaudio and music generation3D asset generationexposing workflows as a local APIbuilding reusable node-graph pipelinesoffline local generation on consumer GPUsmultimodal text generation
Built With
- Language
- Python
- Frameworks
- PyTorch · Hugging Face Transformers · safetensors · einops · torchvision · torchaudio · NumPy · tokenizers · sentencepiece · Alembic · Ruff · Pylint
Tags
diffusion-models · image-generation · video-generation · node-graph · workflow · text-to-image · image-editing · stable-diffusion · comfyui · controlnet · lora · inpainting · audio-generation · 3d-generation · api · local-inference