https://github.com/invoke-ai/InvokeAI Skip to content Toggle navigation Sign up * Product + Actions Automate any workflow + Packages Host and manage packages + Security Find and fix vulnerabilities + Codespaces Instant dev environments + Copilot Write better code with AI + Code review Manage code changes + Issues Plan and track work + Discussions Collaborate outside of code + Explore + All features + Documentation + GitHub Skills + Blog * Solutions + By Plan + Enterprise + Teams + Compare all + By Solution + CI/CD & Automation + DevOps + DevSecOps + Case Studies + Customer Stories + Resources * Open Source + GitHub Sponsors Fund open source developers + The ReadME Project GitHub community articles + Repositories + Topics + Trending + Collections * Pricing [ ] * # In this repository All GitHub | Jump to | * No suggested jump to results * # In this repository All GitHub | Jump to | * # In this organization All GitHub | Jump to | * # In this repository All GitHub | Jump to | Sign in Sign up {{ message }} invoke-ai / InvokeAI Public forked from CompVis/stable-diffusion * Notifications * Fork 4.6k * Star 3.3k This version of Stable Diffusion features a slick WebGUI, an interactive command-line script that combines text2img and img2img functionality in a "dream bot" style interface, and multiple features and other enhancements. For more info, see the website link below. invoke-ai.github.io/invokeai/ License Unknown, Unknown licenses found Licenses found Unknown LICENSE Unknown LICENSE-ModelWeights.txt 3.3k stars 4.6k forks Star Notifications * Code * Issues 114 * Pull requests 15 * Discussions * Actions * Projects 0 * Wiki * Security * Insights More * Code * Issues * Pull requests * Discussions * Actions * Projects * Wiki * Security * Insights invoke-ai/InvokeAI This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. main Switch branches/tags [ ] Branches Tags Could not load branches Nothing to show {{ refName }} default View all branches Could not load tags Nothing to show {{ refName }} default View all tags 11 branches 35 tags Code * Clone HTTPS GitHub CLI [https://github.com/i] Use Git or checkout with SVN using the web URL. [gh repo clone invoke] Work fast with our official CLI. Learn more. * Open with GitHub Desktop * Download ZIP Launching GitHub Desktop If nothing happens, download GitHub Desktop and try again. Launching GitHub Desktop If nothing happens, download GitHub Desktop and try again. Launching Xcode If nothing happens, download Xcode and try again. Launching Visual Studio Code Your codespace will open once ready. There was a problem preparing your codespace, please try again. This branch is 1257 commits ahead, 10 commits behind CompVis:main. Contribute * This branch is 1257 commits ahead of CompVis:main. Open a pull request to contribute your changes upstream. * Open pull request Latest commit @lstein lstein add steps for updating environment ... 8954171 Oct 10, 2022 add steps for updating environment Closes #1017 8954171 Git stats * 1,276 commits Files Permalink Failed to load latest commit information. Type Name Latest commit message Commit time .dev_scripts Replace --full_precision with --precision that works even if not spec... Sep 20, 2022 .github rebrand CLI from "dream" to "invoke" Oct 8, 2022 assets fix CompViz assets Sep 17, 2022 backend Fixes CORS handling Oct 8, 2022 configs Get for external TI .bin files to work Oct 8, 2022 data stable diffusion Aug 10, 2022 docker-build Upgrade GFPGAN to Version 1.4 Sep 24, 2022 docs add steps for updating environment Oct 10, 2022 frontend rebuild front end Oct 10, 2022 ldm run make_schedule() if it hasn't already been called Oct 9, 2022 models add configs for training unconditional/class-conditional ldms Dec 22, 2021 notebooks fix(venv): rename 'ldm' -> 'invokeai' Oct 10, 2022 scripts rename all modules from ldm.dream to ldm.invoke Oct 8, 2022 server rename all modules from ldm.dream to ldm.invoke Oct 8, 2022 static * Changes for PR Oct 4, 2022 tests Added linux to the workflows (#463) Sep 16, 2022 .gitattributes Update .gitattributes Aug 29, 2022 .gitignore multiple fixes in response to preflight testing bug reports Oct 5, 2022 .gitmodules remove src directory, which is gumming up conda installs; addresses i... Aug 25, 2022 .prettierrc.yaml change printWidth for markdown files to 80 Sep 17, 2022 LICENSE added assertion checks for out-of-bound arguments; added various copy... Aug 24, 2022 LICENSE-ModelWeights.txt added assertion checks for out-of-bound arguments; added various copy... Aug 24, 2022 README.md Fix two broken links in README Oct 10, 2022 Stable_Diffusion_v1_Model_Card.md stable diffusion Aug 10, 2022 environment-mac.yml fix(venv): rename 'ldm' -> 'invokeai' Oct 10, 2022 environment.yml fix(venv): rename 'ldm' -> 'invokeai' Oct 10, 2022 main.py Textual Inversion for M1 Sep 26, 2022 mkdocs.yml Update mkdocs.yml Oct 10, 2022 pyproject.toml.hide Fix Mac Issue #723 Sep 21, 2022 requirements-lin-AMD.txt TOIL(pip): Refactor pip requirements across the board (#531) Sep 14, 2022 requirements-lin-win-colab-CUDA.txt TOIL(pip): Refactor pip requirements across the board (#531) Sep 14, 2022 requirements-linux-arm64.txt multiple fixes in response to preflight testing bug reports Oct 5, 2022 requirements-mac-MPS-CPU.txt add realesrgan to requirements.txt, remove nightie for torch and torc... Oct 8, 2022 requirements-mkdocs.txt update requirements-mkdocs.txt Sep 19, 2022 requirements.txt add realesrgan to requirements.txt, remove nightie for torch and torc... Oct 8, 2022 setup.py release candidate for InvokeAI 2.0 Oct 5, 2022 View code [ ] InvokeAI: A Stable Diffusion Toolkit Table of Contents Installation Linux Windows Macintosh Hardware Requirements System Memory Disk Features Major Features Other Features Latest Changes Troubleshooting Contributing Contributors Support Further Reading README.md InvokeAI: A Stable Diffusion Toolkit Formally known as lstein/stable-diffusion project logo discord badge latest release badge github stars badge github forks badge CI checks on main badge CI checks on dev badge latest commit to dev badge github open issues badge github open prs badge This is a fork of CompVis/stable-diffusion, the open source text-to-image generator. It provides a streamlined process with various new features and options to aid the image generation process. It runs on Windows, Mac and Linux machines, with GPU cards with as little as 4 GB of RAM. It provides both a polished Web interface (see below), and an easy-to-use command-line interface. Quick links: [Discord Server] [Documentation and Tutorials] [Code and Downloads] [Bug Reports] [Discussion, Ideas & Q&A] [invoke-web-server-1] Note: This fork is rapidly evolving. Please use the Issues tab to report bugs and make feature requests. Be sure to use the provided templates. They will help aid diagnose issues faster. Table of Contents 1. Installation 2. Hardware Requirements 3. Features 4. Latest Changes 5. Troubleshooting 6. Contributing 7. Contributors 8. Support 9. Further Reading Installation This fork is supported across multiple platforms. You can find individual installation instructions below. * Linux * Windows * Macintosh Hardware Requirements System You wil need one of the following: * An NVIDIA-based graphics card with 4 GB or more VRAM memory. * An Apple computer with an M1 chip. Memory * At least 12 GB Main Memory RAM. Disk * At least 6 GB of free disk space for the machine learning model, Python, and all its dependencies. Note If you have a Nvidia 10xx series card (e.g. the 1080ti), please run the dream script in full-precision mode as shown below. Similarly, specify full-precision mode on Apple M1 hardware. Precision is auto configured based on the device. If however you encounter errors like 'expected type Float but found Half' or 'not implemented for Half' you can try starting invoke.py with the --precision=float32 flag: (ldm) ~/stable-diffusion$ python scripts/invoke.py --precision=float32 Features Major Features * Web Server * Interactive Command Line Interface * Image To Image * Inpainting Support * Outpainting Support * Upscaling, face-restoration and outpainting * Seamless Tiling * Google Colab * Reading Prompts From File * Shortcut: Reusing Seeds * Prompt Blending * Thresholding and Perlin Noise Initialization Options * Negative/Unconditioned Prompts * Variations * Personalizing Text-to-Image Generation * Simplified API for text to image generation Other Features * Creating Transparent Regions for Inpainting * Preload Models Latest Changes * v2.0.0 (9 October 2022) + dream.py script renamed invoke.py. A dream.py script wrapper remains for backward compatibility. + Completely new WebGUI - launch with python3 scripts/invoke.py --web + Support for inpainting and outpainting + img2img runs on all k* samplers + Support for negative prompts + Support for CodeFormer face reconstruction + Support for Textual Inversion on Macintoshes + Support in both WebGUI and CLI for post-processing of previously-generated images using facial reconstruction, ESRGAN upscaling, outcropping (similar to DALL-E infinite canvas), and "embiggen" upscaling. See the !fix command. + New --hires option on invoke> line allows larger images to be created without duplicating elements, at the cost of some performance. + New --perlin and --threshold options allow you to add and control variation during image generation (see Thresholding and Perlin Noise Initialization + Extensive metadata now written into PNG files, allowing reliable regeneration of images and tweaking of previous settings. + Command-line completion in invoke.py now works on Windows, Linux and Mac platforms. + Improved command-line completion behavior. New commands added: o List command-line history with !history o Search command-line history with !search o Clear history with !clear + Deprecated --full_precision / -F. Simply omit it and invoke.py will auto configure. To switch away from auto use the new flag like --precision=float32. For older changelogs, please visit the CHANGELOG. Troubleshooting Please check out our Q&A to get solutions for common installation problems and other issues. Contributing Anyone who wishes to contribute to this project, whether documentation, features, bug fixes, code cleanup, testing, or code reviews, is very much encouraged to do so. If you are unfamiliar with how to contribute to GitHub projects, here is a Getting Started Guide . A full set of contribution guidelines, along with templates, are in progress, but for now the most important thing is to make your pull request against the "development" branch, and not against "main". This will help keep public breakage to a minimum and will allow you to propose more radical changes. Contributors This fork is a combined effort of various people from across the world. Check out the list of all these amazing people. We thank them for their time, hard work and effort. Support For support, please use this repository's GitHub Issues tracking service. Feel free to send me an email if you use and like the script. Original portions of the software are Copyright (c) 2020 Lincoln D. Stein Further Reading Please see the original README for more information on this software and underlying algorithm, located in the file README-CompViz.md. About This version of Stable Diffusion features a slick WebGUI, an interactive command-line script that combines text2img and img2img functionality in a "dream bot" style interface, and multiple features and other enhancements. For more info, see the website link below. invoke-ai.github.io/InvokeAI/ Topics windows macos linux artificial-intelligence generative-art image-generation inpainting img2img ai-art outpainting txt2img latent-diffusion stable-diffusion Resources Readme License Unknown, Unknown licenses found Licenses found Unknown LICENSE Unknown LICENSE-ModelWeights.txt Stars 3.3k stars Watchers 49 watching Forks 4.6k forks Releases 4 InvokeAI Version 2.0.0 - A Stable Diffusion Toolkit Latest Oct 10, 2022 + 3 releases Languages * Jupyter Notebook 78.4% * Python 15.9% * TypeScript 4.2% * SCSS 0.6% * JavaScript 0.4% * HTML 0.3% * Other 0.2% Footer (c) 2022 GitHub, Inc. Footer navigation * Terms * Privacy * Security * Status * Docs * Contact GitHub * Pricing * API * Training * Blog * About You can't perform that action at this time. You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session.