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Lincoln Stein 79e79b78aa mkdocs fixes, PR #1032 
Squashed commit of the following:

commit 2c1e0168bb03a2cd625f2d4aca40eee0fdf7e4af
Merge: 2325c6c 31f2733
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Oct 11 08:33:18 2022 -0400

    Merge branch 'mkdocs-fixes' of https://github.com/mauwii/stable-diffusion into mauwii-mkdocs-fixes

commit 31f2733e89
Merge: d9d6d3a a61a690
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date:   Tue Oct 11 08:05:52 2022 -0400

    Merge branch 'main' into mkdocs-fixes

commit d9d6d3af3f
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 08:13:04 2022 +0200

    some more minor, overseen fixes to IMG2IMG

commit 4ab5a2aeba
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 07:49:11 2022 +0200

    add 4gotten alt-text to images

commit f778bd9c0f
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 07:18:11 2022 +0200

    update OTHER.md
    - fix codeblocks, add admonitions, embed graphic

commit a19f148a8e
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 06:51:29 2022 +0200

    update IMG2IMG.md

commit c1f1dfa714
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 06:10:25 2022 +0200

    update EMBIGGEN.md
    - fix codeblocks
    - fix toc
    - use admonitions

commit 791e6c63ef
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 05:58:53 2022 +0200

    better admonitions for CLI.md

commit e078025f00
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 05:50:32 2022 +0200

    huge update to CLI.md
    way too many updates to list them all, including:
    - render keys for keyboard-shortcuts
    - quote commands and "unhide" parameter-values (like `<int>`, `<string>`
    - fix codeblocks
    - quote commands
    - quote filenames
    - use admonitions
    - ....

commit bd98dd2307
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 04:49:57 2022 +0200

    fix INPAINTING.md
    - fix numbered List
    - replace text key combos with actual rendered keyboard keys

commit 5392000335
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 04:30:11 2022 +0200

    fix nubered list and codeblocks in INSTALL_WINDOWS

commit ffe9276f1e
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 04:12:56 2022 +0200

    fix numbered list in INSTALL_LINUX.md
    also fix blank lines, codeblocks and admonition

commit 2c6a6a567f
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 03:51:03 2022 +0200

    upgrade INSTALL_MAC.md:
    - use annotations and content-tabs

    yes, this looks ugly in repo afterwards, but plz also look at mkdocs:
    https://mauwii.github.io/stable-diffusion/installation/INSTALL_MAC/

commit 8f6c544480
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 01:43:11 2022 +0200

    comment out PR part in mkdocs-flow.yml

commit b52c14a67f
Merge: 97ebe58 a1b0b91
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 01:17:28 2022 +0200

    Merge branch 'mkdocs-fixes' of github.com:mauwii/stable-diffusion into mkdocs-fixes

commit a1b0b91bb3
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:59:44 2022 +0200

    fix conda env in codeblock

commit 5f9f9a266e
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:43:46 2022 +0200

    fix 4gotten title in TEXTUAL_INVERSION

commit 8f025b034e
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:41:52 2022 +0200

    quote repo_url and repo_name
    otherwise the version/stars/forks did not appear

commit 3a52b7deb3
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:39:54 2022 +0200

    fix TEXTUAL_INVERSION headline to fit the others

commit 389b21f966
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:35:48 2022 +0200

    fix SAMPLER_CONVERGENCE and add emoji

commit f26fc79a18
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:32:04 2022 +0200

    fix INSTALL_DOCKER.md:
    - fix title (Docker instead of "Before you begin")
    - add headline with Emoji
    - fix headlines to render toc correct

commit cbc3520489
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:24:58 2022 +0200

    add headline with emoji to INSTALL_MAC.md

commit 25f0614d66
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:21:01 2022 +0200

    add log emoji to docs/CHANGELOG.md

commit 42005688fa
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:20:47 2022 +0200

    use better fitting Icon for new Name

commit 0c65bad7f5
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:09:07 2022 +0200

    add Headline with Emoji to WEB and POSTPROCESS

commit 1c1cf2692e
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 23:56:16 2022 +0200

    update index.md:
    - remove unused template reference
    - make headline rendered bold and underlined, add (kind of) subtitle
    - update discord badge and link
    - update Quick links to look like in GH-Readme
      - also remove self reference to docs
    - add screenshot as in GH-Readme
    - add note pointing to issues tab
    - update path in command line to reflect new Repo Name

commit 0e29b0737e
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 23:23:10 2022 +0200

    chng site_name to `Stable Diffusion Toolkit Docs`

commit ad8a60d992
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 23:00:02 2022 +0200

    fix repo_url in mkdocs.yml

commit 234569d6b6
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 22:54:39 2022 +0200

    fix link to upscaling in WEB.md and TOC
    - TOC fixed by adding `#` to every headline after `## Parting remarks`
    - add missing blank lines

commit 97c84ad824
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 22:25:32 2022 +0200

    fix broken links in docs/CHANGELOG.md

commit bce62b3a32
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 22:15:37 2022 +0200

    add title to CHANGELOG.md to render TOC wo. `**`
    alternatively remove `**` around headline

commit 97ebe58b5b
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:59:44 2022 +0200

    fix conda env in codeblock

commit 87ac217e43
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:43:46 2022 +0200

    fix 4gotten title in TEXTUAL_INVERSION

commit 91439e8a52
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:41:52 2022 +0200

    quote repo_url and repo_name
    otherwise the version/stars/forks did not appear

commit 8a632a9e8f
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:39:54 2022 +0200

    fix TEXTUAL_INVERSION headline to fit the others

commit 7c8ffe2feb
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:35:48 2022 +0200

    fix SAMPLER_CONVERGENCE and add emoji

commit e2e86d2d11
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:32:04 2022 +0200

    fix INSTALL_DOCKER.md:
    - fix title (Docker instead of "Before you begin")
    - add headline with Emoji
    - fix headlines to render toc correct

commit 8b54c083fe
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:24:58 2022 +0200

    add headline with emoji to INSTALL_MAC.md

commit 8d8a032434
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:21:01 2022 +0200

    add log emoji to docs/CHANGELOG.md

commit 76519f6fa4
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:20:47 2022 +0200

    use better fitting Icon for new Name

commit aff0725533
Author: mauwii <Mauwii@outlook.de>
Date:   Tue Oct 11 00:09:07 2022 +0200

    add Headline with Emoji to WEB and POSTPROCESS

commit 0f7898cbdd
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 23:56:16 2022 +0200

    update index.md:
    - remove unused template reference
    - make headline rendered bold and underlined, add (kind of) subtitle
    - update discord badge and link
    - update Quick links to look like in GH-Readme
      - also remove self reference to docs
    - add screenshot as in GH-Readme
    - add note pointing to issues tab
    - update path in command line to reflect new Repo Name

commit f4c04eadf8
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 23:23:10 2022 +0200

    chng site_name to `Stable Diffusion Toolkit Docs`

commit 6e624827c0
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 23:00:02 2022 +0200

    fix repo_url in mkdocs.yml

commit 158848dd7e
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 22:54:39 2022 +0200

    fix link to upscaling in WEB.md and TOC
    - TOC fixed by adding `#` to every headline after `## Parting remarks`
    - add missing blank lines

commit 533736e135
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 22:29:46 2022 +0200

    fix link to truncation_comparison.jpg in OTHER.md

commit dd335142df
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 22:25:32 2022 +0200

    fix broken links in docs/CHANGELOG.md

commit 374dd54f30
Author: mauwii <Mauwii@outlook.de>
Date:   Mon Oct 10 22:15:37 2022 +0200

    add title to CHANGELOG.md to render TOC wo. `**`
    alternatively remove `**` around headline
2022-10-11 08:36:00 -04:00
.dev_scripts Replace --full_precision with --precision that works even if not specified 2022-09-20 17:08:00 -04:00
.github mkdocs fixes, PR #1032 2022-10-11 08:36:00 -04:00
assets fix CompViz assets 2022-09-18 00:13:45 +02:00
backend Fixes CORS handling 2022-10-08 11:57:18 -04:00
configs Get for external TI .bin files to work 2022-10-08 13:18:19 -04:00
data stable diffusion 2022-08-10 16:30:49 +02:00
docker-build Upgrade GFPGAN to Version 1.4 2022-09-24 05:09:45 -04:00
docs mkdocs fixes, PR #1032 2022-10-11 08:36:00 -04:00
frontend rebuild front end 2022-10-10 09:19:52 -04:00
ldm run make_schedule() if it hasn't already been called 2022-10-09 18:21:13 -04:00
models add configs for training unconditional/class-conditional ldms 2021-12-22 15:57:23 +01:00
notebooks fix(venv): rename 'ldm' -> 'invokeai' 2022-10-10 13:04:03 -04:00
scripts rename all modules from ldm.dream to ldm.invoke 2022-10-08 11:37:23 -04:00
server rename all modules from ldm.dream to ldm.invoke 2022-10-08 11:37:23 -04:00
static * Changes for PR 2022-10-04 14:37:32 -04:00
tests Added linux to the workflows (#463) 2022-09-16 17:46:57 -04:00
.gitattributes Update .gitattributes 2022-08-29 16:58:41 -05:00
.gitignore multiple fixes in response to preflight testing bug reports 2022-10-05 12:44:16 -04:00
.gitmodules remove src directory, which is gumming up conda installs; addresses issue #77 2022-08-25 10:43:05 -04:00
.prettierrc.yaml change printWidth for markdown files to 80 2022-09-17 02:23:00 +02:00
environment-mac.yml fix(venv): rename 'ldm' -> 'invokeai' 2022-10-10 13:04:03 -04:00
environment.yml fix(venv): rename 'ldm' -> 'invokeai' 2022-10-10 13:04:03 -04:00
LICENSE added assertion checks for out-of-bound arguments; added various copyright and license agreement files 2022-08-24 09:22:27 -04:00
LICENSE-ModelWeights.txt added assertion checks for out-of-bound arguments; added various copyright and license agreement files 2022-08-24 09:22:27 -04:00
main.py Textual Inversion for M1 2022-09-27 01:39:17 +02:00
mkdocs.yml mkdocs fixes, PR #1032 2022-10-11 08:36:00 -04:00
pyproject.toml.hide Fix Mac Issue #723 2022-09-21 13:42:47 -04:00
README.md Update README.md 2022-10-11 08:16:36 -04:00
requirements-lin-AMD.txt TOIL(pip): Refactor pip requirements across the board (#531) 2022-09-14 07:01:58 -04:00
requirements-lin-win-colab-CUDA.txt TOIL(pip): Refactor pip requirements across the board (#531) 2022-09-14 07:01:58 -04:00
requirements-linux-arm64.txt multiple fixes in response to preflight testing bug reports 2022-10-05 12:44:16 -04:00
requirements-mac-MPS-CPU.txt add realesrgan to requirements.txt, remove nightie for torch and torchvision due to performance issues 2022-10-08 12:01:45 -04:00
requirements-mkdocs.txt update requirements-mkdocs.txt 2022-09-19 08:38:46 +02:00
requirements.txt add realesrgan to requirements.txt, remove nightie for torch and torchvision due to performance issues 2022-10-08 12:01:45 -04:00
setup.py release candidate for InvokeAI 2.0 2022-10-04 23:05:40 -04:00
Stable_Diffusion_v1_Model_Card.md stable diffusion 2022-08-10 16:30:49 +02:00

README.md

InvokeAI: A Stable Diffusion Toolkit

Formally known as lstein/stable-diffusion

project logo

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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]

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.

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 12 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

Other Features

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:
      • List command-line history with !history
      • Search command-line history with !search
      • 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.