**Image Diffusion implementation with advanced features** ![Last update](https://img.shields.io/github/last-commit/vladmandic/automatic?svg=true) ![License](https://img.shields.io/github/license/vladmandic/automatic?svg=true) [![Discord](https://img.shields.io/discord/1101998836328697867?logo=Discord&svg=true)](https://discord.gg/VjvR2tabEX) [![Sponsors](https://img.shields.io/static/v1?label=Sponsor&message=%E2%9D%A4&logo=GitHub&color=%23fe8e86)](https://github.com/sponsors/vladmandic) [Docs](https://vladmandic.github.io/sdnext-docs/) | [Wiki](https://github.com/vladmandic/automatic/wiki) | [Discord](https://discord.gg/VjvR2tabEX) | [Changelog](CHANGELOG.md)

## Table of contents - [Documentation](https://vladmandic.github.io/sdnext-docs/) - [SD.Next Features](#sdnext-features) - [Model support](#model-support) and [Specifications]() - [Platform support](#platform-support) - [Getting started](#getting-started) ## SD.Next Features All individual features are not listed here, instead check [ChangeLog](CHANGELOG.md) for full list of changes - Multiple UIs! ▹ **Standard | Modern** - Multiple [diffusion models](https://vladmandic.github.io/sdnext-docs/Model-Support/)! - Built-in Control for Text, Image, Batch and video processing! - Multiplatform! ▹ **Windows | Linux | MacOS | nVidia | AMD | IntelArc/IPEX | DirectML | OpenVINO | ONNX+Olive | ZLUDA** - Multiple backends! ▹ **Diffusers | Original** - Platform specific autodetection and tuning performed on install - Optimized processing with latest `torch` developments with built-in support for `torch.compile` and multiple compile backends: *Triton, ZLUDA, StableFast, DeepCache, OpenVINO, NNCF, IPEX, OneDiff* - Built-in queue management - Built in installer with automatic updates and dependency management - Mobile compatible
*Main interface using **StandardUI***: ![screenshot-standardui](https://github.com/user-attachments/assets/cab47fe3-9adb-4d67-aea9-9ee738df5dcc) *Main interface using **ModernUI***: ![screenshot-modernui](https://github.com/user-attachments/assets/39e3bc9a-a9f7-4cda-ba33-7da8def08032) For screenshots and informations on other available themes, see [Themes](https://vladmandic.github.io/sdnext-docs/Themes/)
## Model support 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/) ## Platform support - *nVidia* GPUs using **CUDA** libraries on both *Windows and Linux* - *AMD* GPUs using **ROCm** libraries on *Linux* Support will be extended to *Windows* once AMD releases ROCm for Windows - *Intel Arc* GPUs using **OneAPI** with *IPEX XPU* libraries on both *Windows and Linux* - Any GPU compatible with *DirectX* on *Windows* using **DirectML** libraries This includes support for AMD GPUs that are not supported by native ROCm libraries - Any GPU or device compatible with **OpenVINO** libraries on both *Windows and Linux* - *Apple M1/M2* on *OSX* using built-in support in Torch with **MPS** optimizations - *ONNX/Olive* - *AMD* GPUs on Windows using **ZLUDA** libraries ## Getting started - Get started with **SD.Next** by following the [installation instructions](https://vladmandic.github.io/sdnext-docs/Installation/) - For more details, check out [advanced installation](https://vladmandic.github.io/sdnext-docs/Advanced-Install/) guide - List and explanation of [command line arguments](https://vladmandic.github.io/sdnext-docs/CLI-Arguments/) - Install walkthrough [video](https://www.youtube.com/watch?v=nWTnTyFTuAs) > [!TIP] > And for platform specific information, check out > [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/) > [!WARNING] > 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 > [!TIP] > All command line options can also be set via env variable > For example `--debug` is same as `set SD_DEBUG=true` ### Credits - Main credit goes to [Automatic1111 WebUI](https://github.com/AUTOMATIC1111/stable-diffusion-webui) for the original codebase - Additional credits are listed in [Credits](https://github.com/AUTOMATIC1111/stable-diffusion-webui/#credits) - Licenses for modules are listed in [Licenses](html/licenses.html) ### Evolution

- [OSS Stats](https://ossinsight.io/analyze/vladmandic/automatic#overview) ### Docs 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, 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 ### Sponsors