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SW

AUTOMATIC1111/stable-diffusion-webui

Stable Diffusion web UI

165k Stars31k Forks2.5k Open Issues165k WatchersPythonAGPL-3.0
LLM ToolUI FrameworkDeveloper Tool
Review Readiness

This repository page has enough original analysis, source evidence, and comparison context to be treated as an indexable Git-Stars review.

100

review score

Indexable review
Decision Snapshot

Problem solved

This project solves the problem of interacting with Stable Diffusion models through a user-friendly web interface, eliminating the need for command-line expertise. It provides a comprehensive toolkit for text-to-image, image-to-image, inpainting, upscaling, and model training, making advanced AI image generation accessible to a broader audience.

Deployment reality

The available setup signal starts with: See wiki for platform-specific instructions: https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-NVidia-GPUs. Treat this as a starting point, then ask Codex or Claude to inspect the README, environment variables, runtime version, and deployment target before production use.

Commercial use

The recorded license is AGPL-3.0. This is a useful commercial-use signal, but teams should still verify license text, dependencies, model/API terms, and trademark constraints.

Capability ceiling

The project supports a wide range of features including txt2img, img2img, outpainting, inpainting, prompt matrix, upscaling, face restoration, and custom scripts. It also offers training capabilities for embeddings and hypernetworks, and supports various model formats. However, it requires a GPU with sufficient VRAM (4GB or more recommended) and may have performance limitations on lower-end hardware.

Source and compliance noteLast synced: Aug 16, 2026

Git-Stars is independent and not affiliated with GitHub or this project. Analysis may be AI-assisted and based on public repository metadata plus short README-derived summaries. We do not mirror full README files, docs, issues, or social comments.

Original GitHub sourceMethodologyEditorial Policy
Editorial Evaluation

AUTOMATIC1111/stable-diffusion-webui is tracked as a Python project in the LLM Tool, UI Framework, Developer Tool area. This evaluation combines public GitHub metadata, category signals, short source summaries, and Git-Stars editorial rules rather than copying project documentation.

Momentum check: the repository has 165k total stars, with +3 today, +56 this week, and +298 this month. These growth windows help distinguish durable adoption from short-lived visibility spikes.

Maintenance check: current activity is Inactive; the latest push was 226 days ago, and the open issue queue is 2.5k, about 1.52% of total stars. Treat this as an adoption signal, not a substitute for engineering due diligence.

Adoption check: 31k forks and 165k watchers suggest how often the project is reused or followed. License signal: AGPL-3.0. Always verify license compatibility before commercial or internal use.

Practical fit: this project is most relevant when you need AI prototypes, LLM workflows, and agent-style applications. Be cautious when you require frequent releases or active maintenance.

Source check: Git-Stars currently has 2 explicit source reference(s) for this report and a recent growth signal of 298. Follow the original GitHub repository for final install, security, and release information.

Evidence Checklist

Analysis

Ready

Original problem, capability, and verdict guidance are available.

Sources

Ready

Repository metadata and README/source references are attached.

License

Ready

AGPL-3.0 is recorded for review.

Maintenance

Ready

Recent activity is visible in repository metadata.

Alternatives

Ready

Enough nearby projects exist for comparison.

Best For
  • AI prototypes, LLM workflows, and agent-style applications
  • Python teams evaluating ecosystem-native tooling
  • teams that prefer mature projects with broad adoption signals
Avoid When
  • you require frequent releases or active maintenance
  • you need a legal review, security audit, or production SLA
Adoption Signals

Momentum

165k Stars

Reuse

31k Forks

Attention

165k Watchers

Maintenance

inactive

License

AGPL-3.0

Open issues

2.5k

Overview

A web interface for Stable Diffusion, implemented using Gradio library, providing a user-friendly way to generate images from text prompts.

Key Features

- Original txt2img and img2img modes, inpainting, outpainting, and upscaling - Attention control, negative prompts, and prompt editing - Support for embeddings, hypernetworks, LoRAs, and custom scripts

Tool Positioning

LLM Tool

Libraries and tools for LLM apps, RAG, prompts, and evals

UI Framework

Frontend frameworks, design systems, and interface libraries

Developer Tool

Tools that improve coding, testing, build, and local workflow

Quick Start
See wiki for platform-specific instructions: https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-NVidia-GPUs
View on GitHub
Project Activity

80

Health Score

Inactive

Commit Activity

Aug 22, 2022

Created

Mar 2, 2026

Last push

Source Trail

GitHub repository metadata

metadata

GitHub README

readme_summary

Star History

Star history will appear after daily syncs accumulate data.

Community Health
31k

Forks

2.5k

Open

165k

Watchers

Owner
SW

AUTOMATIC1111

GitHub profile
Topics & Language
Pythonaiai-artdeep-learningdiffusiongradioimage-generationimage2imageimg2imgpytorchstable-diffusiontext2imagetorchtxt2imgunstableupscalingweb
Ecosystem & Usage
GitHub Repository
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License
AGPL-3.0
CreatedAug 22, 2022
Last pushMar 2, 2026
Last syncedAug 16, 2026
Repository Standards

✓

License

✓

Forked

✗ Inactive

Maintained