Rebuilding AUTOMATIC1111 with Gradio Workflow
Hugging Face
Workflow1111 rebuilds most of AUTOMATIC1111’s stable-diffusion-webui features as a single Gradio workflow canvas with 11 media pipelines. It contains 73 nodes across those pipelines and includes an example where a ViT classifier reports labels such as “restaurant 51.9%”. The result is a web canvas that can run multiple diffusion, LLM/VLM, detector, inpainting, and video steps under per-user Hugging Face quota, while exposing each output as REST endpoints and MCP tools that can be called from other apps.
Workflow1111
AUTOMATIC1111
Gradio
Hugging Face
Model Context Protocol (MCP)
Vision Transformer (ViT)
Stable Diffusion