sdnext
SD.Next: All-in-one WebUI for AI generative image and video creation
Science Score: 54.0%
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
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✓.zenodo.json file
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○DOI references
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○Academic publication links
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✓Committers with academic emails
4 of 486 committers (0.8%) from academic institutions -
○Institutional organization owner
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○Scientific vocabulary similarity
Low similarity (12.9%) to scientific vocabulary
Keywords
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Repository
SD.Next: All-in-one WebUI for AI generative image and video creation
Basic Info
- Host: GitHub
- Owner: vladmandic
- License: apache-2.0
- Language: Python
- Default Branch: master
- Homepage: https://vladmandic.github.io/sdnext-docs/
- Size: 75.5 MB
Statistics
- Stars: 6,559
- Watchers: 65
- Forks: 497
- Open Issues: 82
- Releases: 0
Topics
Metadata Files
README.md
# SD.Next: All-in-one WebUI for AI generative image and video creation


[](https://discord.gg/VjvR2tabEX)
[](https://github.com/sponsors/vladmandic)
[Docs](https://vladmandic.github.io/sdnext-docs/) | [Wiki](https://github.com/vladmandic/sdnext/wiki) | [Discord](https://discord.gg/VjvR2tabEX) | [Changelog](CHANGELOG.md)
Table of contents
SD.Next Features
All individual features are not listed here, instead check ChangeLog for full list of changes
- Fully localized:
▹ English | Chinese | Russian | Spanish | German | French | Italian | Portuguese | Japanese | Korean
- Multiple UIs!
▹ Standard | Modern
- Multiple diffusion models!
- Built-in Control for Text, Image, Batch and Video processing!
- Multiplatform!
▹ Windows | Linux | MacOS | nVidia CUDA | AMD ROCm | Intel Arc / IPEX XPU | DirectML | OpenVINO | ONNX+Olive | ZLUDA
- Platform specific autodetection and tuning performed on install
- Optimized processing with latest torch developments with built-in support for model compile and quantize
Compile backends: Triton | StableFast | DeepCache | OneDiff | TeaCache | etc.
Quantization methods: SDNQ | BitsAndBytes | Optimum-Quanto | TorchAO
- Interrogate/Captioning with 150+ OpenCLiP models and 20+ built-in VLMs
- Built-in queue management
- 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
Plus Docker container receipes for: CUDA, ROCm, Intel IPEX and OpenVINO
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
Contributing
Please see Contributing for details on how to contribute to this project
And for any question, reach out on Discord or open an issue or discussion
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
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
Owner
- Name: Vladimir Mandic
- Login: vladmandic
- Kind: user
- Location: Miami, Florida
- Website: https://www.linkedin.com/in/cyan051/
- Twitter: vmandic00
- Repositories: 77
- Profile: https://github.com/vladmandic
Citation (CITATION.cff)
cff-version: 1.2.0
title: SD.Next
url: 'https://github.com/vladmandic/sdnext'
message: >-
If you use this software, please cite it using the
metadata from this file
type: software
authors:
- given-names: Vladimir
name-particle: Vlado
family-names: Mandic
orcid: 'https://orcid.org/0009-0003-4592-5074'
identifiers:
- type: url
value: 'https://github.com/vladmandic'
description: GitHub
- type: url
value: 'https://www.linkedin.com/in/cyan051/'
description: LinkedIn
repository-code: 'https://github.com/vladmandic/sdnext'
abstract: >-
SD.Next: Advanced Implementation of Stable Diffusion
and other diffusion models for text, image and video
generation
keywords:
- stablediffusion diffusers sdnext
license: Apache-2.0
date-released: 2022-12-24
GitHub Events
Total
- Commit comment event: 4
- Issues event: 402
- Watch event: 543
- Delete event: 4
- Issue comment event: 865
- Push event: 860
- Pull request review event: 22
- Pull request review comment event: 26
- Pull request event: 167
- Gollum event: 283
- Fork event: 62
Last Year
- Commit comment event: 4
- Issues event: 402
- Watch event: 543
- Delete event: 4
- Issue comment event: 865
- Push event: 860
- Pull request review event: 22
- Pull request review comment event: 26
- Pull request event: 167
- Gollum event: 283
- Fork event: 62
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Vladimir Mandic | m****0@l****m | 3,764 |
| AUTOMATIC | 1****c@g****m | 1,068 |
| Disty0 | s****5@g****m | 730 |
| Seunghoon Lee | l****r@n****m | 324 |
| DepFA | 3****r | 164 |
| AI-Casanova | 5****a | 131 |
| C43H66N12O12S2 | 3****2 | 81 |
| brkirch | b****h | 61 |
| yfszzx | y****x@g****m | 44 |
| Dynamic | b****e@n****m | 41 |
| dtlnor | d****r@h****m | 40 |
| Vladimir Repin | 3****n | 38 |
| space-nuko | 2****o | 38 |
| AngelBottomless | 3****h | 37 |
| d8ahazard | d****d@g****m | 37 |
| Muhammad Rizqi Nur | r****0@g****m | 36 |
| QuantumSoul | j****f@g****m | 33 |
| Hameer Abbasi | h****i@y****m | 32 |
| Alex Heller | s****7@s****e | 31 |
| timntorres | t****s@g****m | 30 |
| Enes Sadık Özbek | e****k@o****m | 29 |
| batvbs | b****s@q****m | 28 |
| EllangoK | k****7@g****m | 28 |
| Aptronymist | 1****t | 26 |
| JetVarimax | 1****x | 23 |
| w-e-w | 4****w | 22 |
| papuSpartan | m****u@g****m | 22 |
| orionaskatu | 1****u | 21 |
| Midcoastal | m****9@g****m | 21 |
| guaneec | g****c | 20 |
| and 456 more... | ||
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 4 months ago
All Time
- Total issues: 290
- Total pull requests: 203
- Average time to close issues: about 2 months
- Average time to close pull requests: about 10 hours
- Total issue authors: 166
- Total pull request authors: 26
- Average comments per issue: 3.17
- Average comments per pull request: 0.49
- Merged pull requests: 165
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 233
- Pull requests: 145
- Average time to close issues: 7 days
- Average time to close pull requests: about 15 hours
- Issue authors: 121
- Pull request authors: 22
- Average comments per issue: 2.24
- Average comments per pull request: 0.64
- Merged pull requests: 111
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- SAC020 (16)
- alerikaisattera (12)
- vladmandic (10)
- lbeltrame (10)
- ak-sangal (8)
- MIMIIZ2 (8)
- Tillerz (8)
- IowaSovereign (8)
- CalamitousFelicitousness (7)
- liutyi (7)
- itzolkmar (4)
- epsilon7430 (4)
- ke1ne (4)
- Centurion-Rome (3)
- tex2100 (3)
Pull Request Authors
- vladmandic (106)
- Disty0 (40)
- Artheriax (11)
- CalamitousFelicitousness (9)
- Trojaner (5)
- Cschlaefli (3)
- dark-penguin (2)
- Heasterian (2)
- hypercryptoman (2)
- chrismuzyn (2)
- ackhack (2)
- TsarFox (2)
- alexsarmiento (2)
- zxcmehran (2)
- eleiton (2)