Description
The most powerful and modular stable diffusion GUI and backend.
This ui will let you design and execute advanced stable diffusion pipelines using a graph/nodes/flowchart based interface.
Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything.
Fully supports SD1.x, SD2.x, SDXL, Stable Video Diffusion and Stable Cascade
Asynchronous Queue system
Many optimizations: Only re-executes the parts of the workflow that changes between executions.
Command line option: –lowvram to make it work on GPUs with less than 3GB vram (enabled automatically on GPUs with low vram)
Works even if you don’t have a GPU with: –cpu (slow)
Can load ckpt, safetensors and diffusers models/checkpoints. Standalone VAEs and CLIP models.
Embeddings/Textual inversion
Loras (regular, locon and loha)
Hypernetworks
Loading full workflows (with seeds) from generated PNG files.
Saving/Loading workflows as Json files.
Nodes interface can be used to create complex workflows like one for Hires fix or much more advanced ones.
Area Composition
Inpainting with both regular and inpainting models.
ControlNet and T2I-Adapter
Upscale Models (ESRGAN, ESRGAN variants, SwinIR, Swin2SR, etc…)
unCLIP Models
GLIGEN
Model Merging
LCM models and Loras
SDXL Turbo
Latent previews with TAESD
Starts up very fast.
Works fully offline: will never download anything.
Config file to set the search paths for models.