A general purpose ComfyUI workflow for common use cases. My go-to workflow for most tasks.
Example of versatile workflow for SDXL and SD1.5:
Tips:
versatile-fluxis the most versatile.versatile-sdis also pretty versatile and great for most use cases on low RAM devices.- Pony diffusion is incompatible with IPadapter.
- No plan for SD3.5 workflow.
Take versatile-sd as an example, it contains advanced techniques like IPadapter, ControlNet, IC light, LLM prompt generating, removing bg and excels at text-to-image generating, image blending, style transfer, style exploring, inpainting, outpainting, relighting.
With so many abilities all in one workflow, you have to understand the principle of Stable Diffusion and ComfyUI to adjust the wiring of nodes for different purposes. The default wiring set is for text-to-image generation.
Make sense of the whole workflow then you'll be able to unleash its full potential.
| Node | Link |
|---|---|
| ComfyUI_Essentials | https://github.com/cubiq/ComfyUI_essentials.git |
| ComfyUI-Easy-Use | https://github.com/yolain/ComfyUI-Easy-Use.git |
| ComfyUI-Custom-Scripts | https://github.com/pythongosssss/ComfyUI-Custom-Scripts.git |
| ComfyUI-GGUF | https://github.com/city96/ComfyUI-GGUF.git |
| ComfyUI_IPAdapter_plus | https://github.com/cubiq/ComfyUI_IPAdapter_plus.git |
| comfyui_controlnet_aux | https://github.com/Fannovel16/comfyui_controlnet_aux.git |
| ComfyUI-Anyline | https://github.com/TheMistoAI/ComfyUI-Anyline.git |
| ComfyUI-layerdiffuse | https://github.com/huchenlei/ComfyUI-layerdiffuse.git |
| ComfyUI-IC-Light | https://github.com/huchenlei/ComfyUI-IC-Light.git |
| ComfyUI_UltimateSDUpscale | https://github.com/ssitu/ComfyUI_UltimateSDUpscale.git |
| ComfyUI-IPAdapter-Flux | https://github.com/Shakker-Labs/ComfyUI-IPAdapter-Flux.git |
| ComfyUI-Tara-LLM-Integration | https://github.com/ronniebasak/ComfyUI-Tara-LLM-Integration.git |
| Dir | Model | Link |
|---|---|---|
| upscale_models | 4x-UltraSharp.pth | https://huggingface.co/philz1337x/upscaler/resolve/main/4x-UltraSharp.pth?download=true |
| rembg | RMBG-1.4.pth | https://huggingface.co/briaai/RMBG-1.4/resolve/main/model.pth |
Besides running locally, you may run them on the cloud without extra configuration, using my notebook code:
- Kaggle notebook for free
- Colab notebook for more powerful GPUs (Colab paid plan needed)
Special thanks to Comflowy which lead me to the wonderful world of Stable Diffusion and ComfyUI! It is a comprehensive tutorial for beginners to learn Stable Diffusion. My workflow is essentially an implementation and integration of most techniques in the tutorial.