{"id":24907405,"url":"https://github.com/vladmandic/sdnext","last_synced_at":"2025-05-12T13:32:21.477Z","repository":{"id":65248308,"uuid":"581913613","full_name":"vladmandic/sdnext","owner":"vladmandic","description":"SD.Next: All-in-one for AI generative 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align=\"center\"\u003e\n\u003cimg src=\"https://github.com/vladmandic/sdnext/raw/master/html/logo-transparent.png\" width=200 alt=\"SD.Next\"\u003e\n\n**Image Diffusion implementation with advanced features**\n\n![Last update](https://img.shields.io/github/last-commit/vladmandic/sdnext?svg=true)\n![License](https://img.shields.io/github/license/vladmandic/sdnext?svg=true)\n[![Discord](https://img.shields.io/discord/1101998836328697867?logo=Discord\u0026svg=true)](https://discord.gg/VjvR2tabEX)\n[![Sponsors](https://img.shields.io/static/v1?label=Sponsor\u0026message=%E2%9D%A4\u0026logo=GitHub\u0026color=%23fe8e86)](https://github.com/sponsors/vladmandic)\n\n[Docs](https://vladmandic.github.io/sdnext-docs/) | [Wiki](https://github.com/vladmandic/sdnext/wiki) | [Discord](https://discord.gg/VjvR2tabEX) | [Changelog](CHANGELOG.md)\n\n\u003c/div\u003e\n\u003c/br\u003e\n\n## Table of contents\n\n- [Documentation](https://vladmandic.github.io/sdnext-docs/)\n- [SD.Next Features](#sdnext-features)\n- [Model support](#model-support)\n- [Platform support](#platform-support)\n- [Getting started](#getting-started)\n\n## SD.Next Features\n\nAll individual features are not listed here, instead check [ChangeLog](CHANGELOG.md) for full list of changes\n- Fully localized:\n  ▹ **English | Chinese | Russian | Spanish | German | French | Italian | Portuguese | Japanese | Korean**  \n- Multiple UIs!  \n  ▹ **Standard | Modern**  \n- Multiple [diffusion models](https://vladmandic.github.io/sdnext-docs/Model-Support/)!  \n- Built-in Control for Text, Image, Batch and video processing!  \n- Multiplatform!  \n ▹ **Windows | Linux | MacOS | nVidia | AMD | IntelArc/IPEX | DirectML | OpenVINO | ONNX+Olive | ZLUDA**\n- Platform specific autodetection and tuning performed on install  \n- Optimized processing with latest `torch` developments with built-in support for model compile, quantize and compress  \n  Compile backends: *Triton | StableFast | DeepCache | OneDiff | TeaCache | etc.*  \n  Quantization and compression methods: *BitsAndBytes | TorchAO | Optimum-Quanto | NNCF*  \n- **Interrogate/Captioning** with 150+ **OpenCLiP** models and 20+ built-in **VLMs**  \n- Built-in queue management  \n- Built in installer with automatic updates and dependency management  \n- Mobile compatible  \n\n\u003cbr\u003e\n\n*Main interface using **StandardUI***:  \n![screenshot-standardui](https://github.com/user-attachments/assets/cab47fe3-9adb-4d67-aea9-9ee738df5dcc)\n\n*Main interface using **ModernUI***:  \n\n![screenshot-modernui](https://github.com/user-attachments/assets/39e3bc9a-a9f7-4cda-ba33-7da8def08032)\n\nFor screenshots and informations on other available themes, see [Themes](https://vladmandic.github.io/sdnext-docs/Themes/)\n\n\u003cbr\u003e\n\n## Model support\n\nSD.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/)  \n\n## Platform support\n\n- *nVidia* GPUs using **CUDA** libraries on both *Windows and Linux*  \n- *AMD* GPUs using **ROCm** libraries on *Linux*  \n  Support will be extended to *Windows* once AMD releases ROCm for Windows  \n- *Intel Arc* GPUs using **OneAPI** with *IPEX XPU* libraries on both *Windows and Linux*  \n- Any GPU compatible with *DirectX* on *Windows* using **DirectML** libraries  \n  This includes support for AMD GPUs that are not supported by native ROCm libraries  \n- Any GPU or device compatible with **OpenVINO** libraries on both *Windows and Linux*  \n- *Apple M1/M2* on *OSX* using built-in support in Torch with **MPS** optimizations  \n- *ONNX/Olive*  \n- *AMD* GPUs on Windows using **ZLUDA** libraries  \n\nPlus Docker container receipes for: [CUDA, ROCm, Intel IPEX and OpenVINO](https://vladmandic.github.io/sdnext-docs/Docker/)\n\n## Getting started\n\n- Get started with **SD.Next** by following the [installation instructions](https://vladmandic.github.io/sdnext-docs/Installation/)  \n- For more details, check out [advanced installation](https://vladmandic.github.io/sdnext-docs/Advanced-Install/) guide  \n- List and explanation of [command line arguments](https://vladmandic.github.io/sdnext-docs/CLI-Arguments/)\n- Install walkthrough [video](https://www.youtube.com/watch?v=nWTnTyFTuAs)\n\n\u003e [!TIP]\n\u003e And for platform specific information, check out  \n\u003e [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 \u0026 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/)\n\n\u003e [!WARNING]\n\u003e 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  \n\n### Contributing\n\nPlease see [Contributing](CONTRIBUTING) for details on how to contribute to this project  \nAnd 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)  \n\n### Credits\n\n- Main credit goes to [Automatic1111 WebUI](https://github.com/AUTOMATIC1111/stable-diffusion-webui) for the original codebase  \n- Additional credits are listed in [Credits](https://github.com/AUTOMATIC1111/stable-diffusion-webui/#credits)  \n- Licenses for modules are listed in [Licenses](html/licenses.html)  \n\n### Evolution\n\n\u003ca href=\"https://star-history.com/#vladmandic/sdnext\u0026Date\"\u003e\n  \u003cpicture width=640\u003e\n    \u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"https://api.star-history.com/svg?repos=vladmandic/sdnext\u0026type=Date\u0026theme=dark\" /\u003e\n    \u003cimg src=\"https://api.star-history.com/svg?repos=vladmandic/sdnext\u0026type=Date\" alt=\"starts\" width=\"320\"\u003e\n  \u003c/picture\u003e\n\u003c/a\u003e\n\n- [OSS Stats](https://ossinsight.io/analyze/vladmandic/sdnext#overview)\n\n### Docs\n\nIf 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,  \ncheck [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  \n\n\u003cbr\u003e\n","funding_links":["https://github.com/sponsors/vladmandic"],"categories":["Table of Contents","图像生成","Image Generation","Python"],"sub_categories":["AI Image GUI","资源传输下载","Interfaces"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvladmandic%2Fsdnext","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvladmandic%2Fsdnext","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvladmandic%2Fsdnext/lists"}