OSS TanbouOverview
AUTOMATIC1111 Stable Diffusion WebUI is a Gradio interface for operating Stable Diffusion image generation and editing in a browser. It brings txt2img, img2img, inpainting, upscaling, training aids, APIs, and extensions into one workspace.
Based on official documentation; not hands-on tested · Content checked:
Generate, edit regions, upscale, and adjust models in one UI
Alongside text-to-image and image-to-image modes, it provides inpainting, outpainting, high-resolution processing, multiple samplers, negative prompts, and saved generation parameters that can be restored into the UI. Checkpoints, VAEs, LoRAs, and embeddings can be changed, while custom scripts, extensions, and an API expand the system.
Sources: [1]
For detailed local comparison of generation settings
It fits users who want to iterate through prompts, seeds, samplers, models, and supporting tools from a browser interface. Saving generation parameters in an image and loading them back into the UI supports reproducible experimentation.
Sources: [1]
Check GPU support, Python versions, models, and extension trust
Installation and support differ across NVIDIA, AMD, Intel, and Apple Silicon environments, and the Windows automatic path names a specific Python version. Review memory needs, model licenses, and output terms, and install extensions or custom scripts only from trusted sources. Arbitrary Python execution requires the explicit --allow-code flag.
Sources: [1]
Official sources
- [1]Stable Diffusion WebUI README(2026-09-13)
Supplemental curator note
Selected for building a huge discovery surface entirely around GitHub and its wiki, including an explicit crawl path for wiki content.
Growth trends
Last 30 days
164,915 Stars
Trend data is still being collected.
Built with
- Python
Categories and tags
Categories
Tags
GitHub Topics
- deep-learning
- diffusion
- image-generation
- image2image
- img2img
- text2image
- txt2img
- ai
- ai-art
- gradio
- pytorch
- stable-diffusion
GitHub dataView detailed GitHub data
- Stars
- 164,915
- Forks
- 30,551
- Watchers
- 1,262
- Open issues
- 2,422
- Contributors
- 429
- Primary language
- Python
- License
- AGPL-3.0
- Repository last updated
- Mar 2, 2026
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