sdnext

SD.Next: All-in-one WebUI for AI generative image and video creation

https://github.com/vladmandic/sdnext

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    4 of 486 committers (0.8%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (12.9%) to scientific vocabulary

Keywords

a1111-webui ai-art automatic1111 diffusers generative-art img2img sdnext stable-diffusion stable-diffusion-ai stable-diffusion-webui txt2img webui

Keywords from Contributors

gradio diffusion image-generation image2image text2image unstable upscaling transformation cryptocurrencies ui-components
Last synced: 4 months ago · JSON representation ·

Repository

SD.Next: All-in-one WebUI for AI generative image and video creation

Basic Info
Statistics
  • Stars: 6,559
  • Watchers: 65
  • Forks: 497
  • Open Issues: 82
  • Releases: 0
Topics
a1111-webui ai-art automatic1111 diffusers generative-art img2img sdnext stable-diffusion stable-diffusion-ai stable-diffusion-webui txt2img webui
Created about 3 years ago · Last pushed 4 months ago
Metadata Files
Readme Changelog Contributing Funding License Code of conduct Citation Security

README.md

SD.Next # SD.Next: All-in-one WebUI for AI generative image and video creation ![Last update](https://img.shields.io/github/last-commit/vladmandic/sdnext?svg=true) ![License](https://img.shields.io/github/license/vladmandic/sdnext?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/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***:
screenshot-standardui

Main interface using *ModernUI***:

screenshot-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

[!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

Evolution

starts

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

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

All Time
  • Total Commits: 8,465
  • Total Committers: 486
  • Avg Commits per committer: 17.418
  • Development Distribution Score (DDS): 0.555
Past Year
  • Commits: 1,953
  • Committers: 28
  • Avg Commits per committer: 69.75
  • Development Distribution Score (DDS): 0.293
Top Committers
Name Email 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...

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)
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  • Tillerz (8)
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  • 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)
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Top Labels
Issue Labels
enhancement (55) question (39) platform (26) extension (14) cannot reproduce (11) upstream (10) invalid (8) bug (7) backlog (3) help wanted (1) documentation (1)
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