Image Diffusion implementation with advanced features

Docs | Wiki | Discord | Changelog

Table of contents

• Documentation
• SD.Next Features
• Model support and Specifications
• Platform support
• Getting started

SD.Next Features

All individual features are not listed here, instead check ChangeLog for full list of changes

• Multiple UIs!
  ▹ Standard | Modern
• Multiple diffusion models!
• 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
• Enterprise level logging and hardened API
• Built in installer with automatic updates and dependency management
• Mobile compatible

Main interface using StandardUI:

Main interface using ModernUI:

For screenshots and informations on other available themes, see Themes

Model support

SD.Next supports broad range of models: supported models and model specs

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
• For more details, check out advanced installation guide
• List and explanation of command line arguments
• Install walkthrough video

Tip

And for platform specific information, check out
WSL | Intel Arc | DirectML | OpenVINO | ONNX & Olive | ZLUDA | AMD ROCm | MacOS | nVidia | Docker

Warning

If you run into issues, check out troubleshooting and debugging 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 for the original codebase
• Additional credits are listed in Credits
• Licenses for modules are listed in Licenses

Evolution

• OSS Stats

Docs

If you're unsure how to use a feature, best place to start is Docs and if its not there,
check ChangeLog for when feature was first introduced as it will always have a short note on how to use it

Sponsors