The browser interface that made local image generation usable.
AUTOMATIC1111's WebUI wrapped diffusion sampling in a Gradio interface and then absorbed nearly every technique the community invented — inpainting, upscaling, ControlNet, LoRA loading, X/Y plots for parameter sweeps — behind an extension system. For a long stretch it was the de facto standard for running Stable Diffusion on your own GPU.
A node graph that exposes the whole diffusion pipeline.
Visual builder for agents and RAG flows, deployable as an API.
Fair-code workflow automation with AI steps built in.
Track the experiments, register the models, ship the good one.
Fine-tuning driven entirely by a YAML config.
Fine-tune a hundred different models from one interface.
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