mirror of https://github.com/vladmandic/automatic
137 lines
7.0 KiB
Markdown
137 lines
7.0 KiB
Markdown
<div align="center">
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<img src="https://github.com/vladmandic/sdnext/raw/master/html/logo-transparent.png" width=200 alt="SD.Next: AI art generator logo">
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# SD.Next: All-in-one WebUI
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SD.Next is a powerful, open-source WebUI app for AI image and video generation, built on Stable Diffusion and supporting dozens of advanced models. Create, caption, and process images and videos with a modern, cross-platform interface—perfect for artists, researchers, and AI enthusiasts.
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[](https://discord.gg/VjvR2tabEX)
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[](https://deepwiki.com/vladmandic/sdnext)
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[](https://github.com/sponsors/vladmandic)
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[Docs](https://vladmandic.github.io/sdnext-docs/) | [Wiki](https://github.com/vladmandic/sdnext/wiki) | [Discord](https://discord.gg/VjvR2tabEX) | [Changelog](CHANGELOG.md)
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</div>
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</br>
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## Table of contents
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- [Documentation](https://vladmandic.github.io/sdnext-docs/)
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- [SD.Features](#features--capabilities)
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- [Supported AI Models](#supported-ai-models)
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- [Supported Platforms & Hardware](#supported-platforms--hardware)
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- [Getting started](#getting-started)
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### Screenshot: Desktop interface
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<div align="center">
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<img src="https://github.com/vladmandic/sdnext/raw/dev/html/screenshot-robot.jpg" alt="SD.Next: AI art generator desktop interface screenshot" width="90%">
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</div>
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### Screenshot: Mobile interface
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<div align="center">
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<img src="https://github.com/user-attachments/assets/ced9fe0c-d2c2-46d1-94a7-8f9f2307ce38" alt="SD.Next: AI art generator mobile interface screenshot" width="35%">
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</div>
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</div>
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<br>
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## Features & Capabilities
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SD.Next is feature-rich with a focus on performance, flexibility, and user experience. Key features include:
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- [Multi-platform](#platform-support!
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- Many [diffusion models](https://vladmandic.github.io/sdnext-docs/Model-Support/)!
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- Fully localized to ~15 languages and with support for many [UI themes](https://vladmandic.github.io/sdnext-docs/Themes/)!
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- [Desktop](#screenshot-desktop-interface) and [Mobile](#screenshot-mobile-interface) support!
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- Platform specific auto-detection and tuning performed on install
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- Built in installer with automatic updates and dependency management
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### Unique features
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SD.Next includes many features not found in other WebUIs, such as:
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- **SDNQ**: State-of-the-Art quantization engine
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Use pre-quantized or run with quantizaion on-the-fly for up to 4x VRAM reduction with no or minimal quality and performance impact
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- **Balanced Offload**: Dynamically balance CPU and GPU memory to run larger models on limited hardware
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- **Captioning** with 150+ **OpenCLiP** models, **Tagger** with **WaifuDiffusion** and **DeepDanbooru** models, and 25+ built-in **VLMs**
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- **Image Processing** with full image correction color-grading suite of tools
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<br>
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## Supported AI Models
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SD.Next supports broad range of models: [supported models](https://vladmandic.github.io/sdnext-docs/Model-Support/) and [model specs](https://vladmandic.github.io/sdnext-docs/Models/)
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## Supported Platforms & Hardware
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- *nVidia* GPUs using **CUDA** libraries on both *Windows and Linux*
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- *AMD* GPUs using **ROCm** libraries on both *Linux and Windows*
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- *AMD* GPUs on Windows using **ZLUDA** libraries
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- *Intel Arc* GPUs using **OneAPI** with *IPEX XPU* libraries on both *Windows and Linux*
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- Any *CPU/GPU* or device compatible with **OpenVINO** libraries on both *Windows and Linux*
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- Any GPU compatible with *DirectX* on *Windows* using **DirectML** libraries
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- *Apple M1/M2* on *OSX* using built-in support in Torch with **MPS** optimizations
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- *ONNX/Olive*
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Plus **Docker** container recipes for: [CUDA, ROCm, Intel IPEX and OpenVINO](https://vladmandic.github.io/sdnext-docs/Docker/)
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## Getting started
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- Get started with **SD.Next** by following the [installation instructions](https://vladmandic.github.io/sdnext-docs/Installation/)
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- For more details, check out [advanced installation](https://vladmandic.github.io/sdnext-docs/Advanced-Install/) guide
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- List and explanation of [command line arguments](https://vladmandic.github.io/sdnext-docs/CLI-Arguments/)
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- Install walkthrough [video](https://www.youtube.com/watch?v=nWTnTyFTuAs)
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> [!TIP]
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> And for platform specific information, check out
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> [WSL](https://vladmandic.github.io/sdnext-docs/WSL/) | [Intel Arc](https://vladmandic.github.io/sdnext-docs/Intel-ARC/) | [DirectML](https://vladmandic.github.io/sdnext-docs/DirectML/) | [OpenVINO](https://vladmandic.github.io/sdnext-docs/OpenVINO/) | [ONNX & Olive](https://vladmandic.github.io/sdnext-docs/ONNX-Runtime/) | [ZLUDA](https://vladmandic.github.io/sdnext-docs/ZLUDA/) | [AMD ROCm](https://vladmandic.github.io/sdnext-docs/AMD-ROCm/) | [MacOS](https://vladmandic.github.io/sdnext-docs/MacOS-Python/) | [nVidia](https://vladmandic.github.io/sdnext-docs/nVidia/) | [Docker](https://vladmandic.github.io/sdnext-docs/Docker/)
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### Quick Start
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```shell
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git clone https://github.com/vladmandic/sdnext
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cd sdnext
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./webui.sh # Linux/Mac
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webui.bat # Windows
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webui.ps1 # PowerShell
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```
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> [!WARNING]
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> If you run into issues, check out [troubleshooting](https://vladmandic.github.io/sdnext-docs/Troubleshooting/) and [debugging](https://vladmandic.github.io/sdnext-docs/Debug/) guides
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## Community & Support
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If you're unsure how to use a feature, best place to start is [Docs](https://vladmandic.github.io/sdnext-docs/) and if its not there,
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check [ChangeLog](https://vladmandic.github.io/sdnext-docs/CHANGELOG/) for when feature was first introduced as it will always have a short note on how to use it
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And for any question, reach out on [Discord](https://discord.gg/VjvR2tabEX) or open an [issue](https://github.com/vladmandic/sdnext/issues) or [discussion](https://github.com/vladmandic/sdnext/discussions)
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### Contributing
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Please see [Contributing](CONTRIBUTING) for details on how to contribute to this project
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## License & Credits
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- SD.Next is licensed under the [Apache License 2.0](LICENSE.txt)
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- Main credit goes to [Automatic1111 WebUI](https://github.com/AUTOMATIC1111/stable-diffusion-webui) for the original codebase
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## Evolution
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<a href="https://star-history.com/#vladmandic/sdnext&Date">
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<picture width=640>
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<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=vladmandic/sdnext&type=Date&theme=dark" />
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<img src="https://api.star-history.com/svg?repos=vladmandic/sdnext&type=Date" alt="starts" width="320">
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</picture>
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</a>
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- [OSS Stats](https://ossinsight.io/analyze/vladmandic/sdnext#overview)
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<br>
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