mirror of
https://github.com/invoke-ai/InvokeAI
synced 2024-08-30 20:32:17 +00:00
293 lines
12 KiB
Markdown
293 lines
12 KiB
Markdown
<div align="center">
|
|
|
|
|
|
|
|
# InvokeAI: A Stable Diffusion Toolkit
|
|
|
|
[![discord badge]][discord link]
|
|
|
|
[![latest release badge]][latest release link] [![github stars badge]][github stars link] [![github forks badge]][github forks link]
|
|
|
|
[![CI checks on main badge]][CI checks on main link] [![latest commit to main badge]][latest commit to main link]
|
|
|
|
[![github open issues badge]][github open issues link] [![github open prs badge]][github open prs link] [![translation status badge]][translation status link]
|
|
|
|
[CI checks on main badge]: https://flat.badgen.net/github/checks/invoke-ai/InvokeAI/main?label=CI%20status%20on%20main&cache=900&icon=github
|
|
[CI checks on main link]:https://github.com/invoke-ai/InvokeAI/actions?query=branch%3Amain
|
|
[discord badge]: https://flat.badgen.net/discord/members/ZmtBAhwWhy?icon=discord
|
|
[discord link]: https://discord.gg/ZmtBAhwWhy
|
|
[github forks badge]: https://flat.badgen.net/github/forks/invoke-ai/InvokeAI?icon=github
|
|
[github forks link]: https://useful-forks.github.io/?repo=invoke-ai%2FInvokeAI
|
|
[github open issues badge]: https://flat.badgen.net/github/open-issues/invoke-ai/InvokeAI?icon=github
|
|
[github open issues link]: https://github.com/invoke-ai/InvokeAI/issues?q=is%3Aissue+is%3Aopen
|
|
[github open prs badge]: https://flat.badgen.net/github/open-prs/invoke-ai/InvokeAI?icon=github
|
|
[github open prs link]: https://github.com/invoke-ai/InvokeAI/pulls?q=is%3Apr+is%3Aopen
|
|
[github stars badge]: https://flat.badgen.net/github/stars/invoke-ai/InvokeAI?icon=github
|
|
[github stars link]: https://github.com/invoke-ai/InvokeAI/stargazers
|
|
[latest commit to main badge]: https://flat.badgen.net/github/last-commit/invoke-ai/InvokeAI/main?icon=github&color=yellow&label=last%20dev%20commit&cache=900
|
|
[latest commit to main link]: https://github.com/invoke-ai/InvokeAI/commits/main
|
|
[latest release badge]: https://flat.badgen.net/github/release/invoke-ai/InvokeAI/development?icon=github
|
|
[latest release link]: https://github.com/invoke-ai/InvokeAI/releases
|
|
[translation status badge]: https://hosted.weblate.org/widgets/invokeai/-/svg-badge.svg
|
|
[translation status link]: https://hosted.weblate.org/engage/invokeai/
|
|
|
|
</div>
|
|
|
|
InvokeAI is a leading creative engine built to empower professionals and enthusiasts alike. Generate and create stunning visual media using the latest AI-driven technologies. InvokeAI offers an industry leading Web Interface, interactive Command Line Interface, and also serves as the foundation for multiple commercial products.
|
|
|
|
**Quick links**: [[How to Install](https://invoke-ai.github.io/InvokeAI/#installation)] [<a href="https://discord.gg/ZmtBAhwWhy">Discord Server</a>] [<a href="https://invoke-ai.github.io/InvokeAI/">Documentation and Tutorials</a>] [<a href="https://github.com/invoke-ai/InvokeAI/">Code and Downloads</a>] [<a href="https://github.com/invoke-ai/InvokeAI/issues">Bug Reports</a>] [<a href="https://github.com/invoke-ai/InvokeAI/discussions">Discussion, Ideas & Q&A</a>]
|
|
|
|
_Note: InvokeAI is rapidly evolving. Please use the
|
|
[Issues](https://github.com/invoke-ai/InvokeAI/issues) tab to report bugs and make feature
|
|
requests. Be sure to use the provided templates. They will help us diagnose issues faster._
|
|
|
|
<div align="center">
|
|
|
|
|
|
|
|
</div>
|
|
|
|
## Table of Contents
|
|
|
|
1. [Quick Start](#getting-started-with-invokeai)
|
|
2. [Installation](#detailed-installation-instructions)
|
|
3. [Hardware Requirements](#hardware-requirements)
|
|
4. [Features](#features)
|
|
5. [Latest Changes](#latest-changes)
|
|
6. [Troubleshooting](#troubleshooting)
|
|
7. [Contributing](#contributing)
|
|
8. [Contributors](#contributors)
|
|
9. [Support](#support)
|
|
10. [Further Reading](#further-reading)
|
|
|
|
## Getting Started with InvokeAI
|
|
|
|
For full installation and upgrade instructions, please see:
|
|
[InvokeAI Installation Overview](https://invoke-ai.github.io/InvokeAI/installation/)
|
|
|
|
### Automatic Installer (suggested for 1st time users)
|
|
|
|
1. Go to the bottom of the [Latest Release Page](https://github.com/invoke-ai/InvokeAI/releases/latest)
|
|
|
|
2. Download the .zip file for your OS (Windows/macOS/Linux).
|
|
|
|
3. Unzip the file.
|
|
|
|
4. If you are on Windows, double-click on the `install.bat` script. On
|
|
macOS, open a Terminal window, drag the file `install.sh` from Finder
|
|
into the Terminal, and press return. On Linux, run `install.sh`.
|
|
|
|
5. You'll be asked to confirm the location of the folder in which
|
|
to install InvokeAI and its image generation model files. Pick a
|
|
location with at least 15 GB of free memory. More if you plan on
|
|
installing lots of models.
|
|
|
|
6. Wait while the installer does its thing. After installing the software,
|
|
the installer will launch a script that lets you configure InvokeAI and
|
|
select a set of starting image generation models.
|
|
|
|
7. Find the folder that InvokeAI was installed into (it is not the
|
|
same as the unpacked zip file directory!) The default location of this
|
|
folder (if you didn't change it in step 5) is `~/invokeai` on
|
|
Linux/Mac systems, and `C:\Users\YourName\invokeai` on Windows. This directory will contain launcher scripts named `invoke.sh` and `invoke.bat`.
|
|
|
|
8. On Windows systems, double-click on the `invoke.bat` file. On
|
|
macOS, open a Terminal window, drag `invoke.sh` from the folder into
|
|
the Terminal, and press return. On Linux, run `invoke.sh`
|
|
|
|
9. Press 2 to open the "browser-based UI", press enter/return, wait a
|
|
minute or two for Stable Diffusion to start up, then open your browser
|
|
and go to http://localhost:9090.
|
|
|
|
10. Type `banana sushi` in the box on the top left and click `Invoke`
|
|
|
|
### Command-Line Installation (for users familiar with Terminals)
|
|
|
|
You must have Python 3.9 or 3.10 installed on your machine. Earlier or later versions are
|
|
not supported.
|
|
|
|
1. Open a command-line window on your machine. The PowerShell is recommended for Windows.
|
|
2. Create a directory to install InvokeAI into. You'll need at least 15 GB of free space:
|
|
|
|
```terminal
|
|
mkdir invokeai
|
|
````
|
|
|
|
3. Create a virtual environment named `.venv` inside this directory and activate it:
|
|
|
|
```terminal
|
|
cd invokeai
|
|
python -m venv .venv --prompt InvokeAI
|
|
```
|
|
|
|
4. Activate the virtual environment (do it every time you run InvokeAI)
|
|
|
|
_For Linux/Mac users:_
|
|
|
|
```sh
|
|
source .venv/bin/activate
|
|
```
|
|
|
|
_For Windows users:_
|
|
|
|
```ps
|
|
.venv\Scripts\activate
|
|
```
|
|
|
|
5. Install the InvokeAI module and its dependencies. Choose the command suited for your platform & GPU.
|
|
|
|
_For Windows/Linux with an NVIDIA GPU:_
|
|
|
|
```terminal
|
|
pip install "InvokeAI[xformers]" --use-pep517 --extra-index-url https://download.pytorch.org/whl/cu117
|
|
```
|
|
|
|
_For Linux with an AMD GPU:_
|
|
|
|
```sh
|
|
pip install InvokeAI --use-pep517 --extra-index-url https://download.pytorch.org/whl/rocm5.4.2
|
|
```
|
|
|
|
_For non-GPU systems:_
|
|
```terminal
|
|
pip install InvokeAI --use-pep517 --extra-index-url https://download.pytorch.org/whl/cpu
|
|
```
|
|
|
|
_For Macintoshes, either Intel or M1/M2:_
|
|
|
|
```sh
|
|
pip install InvokeAI --use-pep517
|
|
```
|
|
|
|
6. Configure InvokeAI and install a starting set of image generation models (you only need to do this once):
|
|
|
|
```terminal
|
|
invokeai-configure
|
|
```
|
|
|
|
7. Launch the web server (do it every time you run InvokeAI):
|
|
|
|
```terminal
|
|
invokeai --web
|
|
```
|
|
|
|
8. Point your browser to http://localhost:9090 to bring up the web interface.
|
|
9. Type `banana sushi` in the box on the top left and click `Invoke`.
|
|
|
|
Be sure to activate the virtual environment each time before re-launching InvokeAI,
|
|
using `source .venv/bin/activate` or `.venv\Scripts\activate`.
|
|
|
|
### Detailed Installation Instructions
|
|
|
|
This fork is supported across Linux, Windows and Macintosh. Linux
|
|
users can use either an Nvidia-based card (with CUDA support) or an
|
|
AMD card (using the ROCm driver). For full installation and upgrade
|
|
instructions, please see:
|
|
[InvokeAI Installation Overview](https://invoke-ai.github.io/InvokeAI/installation/INSTALL_SOURCE/)
|
|
|
|
## Hardware Requirements
|
|
|
|
InvokeAI is supported across Linux, Windows and macOS. Linux
|
|
users can use either an Nvidia-based card (with CUDA support) or an
|
|
AMD card (using the ROCm driver).
|
|
|
|
### System
|
|
|
|
You will need one of the following:
|
|
|
|
- An NVIDIA-based graphics card with 4 GB or more VRAM memory.
|
|
- An Apple computer with an M1 chip.
|
|
- An AMD-based graphics card with 4GB or more VRAM memory. (Linux only)
|
|
|
|
We do not recommend the GTX 1650 or 1660 series video cards. They are
|
|
unable to run in half-precision mode and do not have sufficient VRAM
|
|
to render 512x512 images.
|
|
|
|
### 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.
|
|
|
|
## Features
|
|
|
|
Feature documentation can be reviewed by navigating to [the InvokeAI Documentation page](https://invoke-ai.github.io/InvokeAI/features/)
|
|
|
|
### *Web Server & UI*
|
|
|
|
InvokeAI offers a locally hosted Web Server & React Frontend, with an industry leading user experience. The Web-based UI allows for simple and intuitive workflows, and is responsive for use on mobile devices and tablets accessing the web server.
|
|
|
|
### *Unified Canvas*
|
|
|
|
The Unified Canvas is a fully integrated canvas implementation with support for all core generation capabilities, in/outpainting, brush tools, and more. This creative tool unlocks the capability for artists to create with AI as a creative collaborator, and can be used to augment AI-generated imagery, sketches, photography, renders, and more.
|
|
|
|
### *Advanced Prompt Syntax*
|
|
|
|
InvokeAI's advanced prompt syntax allows for token weighting, cross-attention control, and prompt blending, allowing for fine-tuned tweaking of your invocations and exploration of the latent space.
|
|
|
|
### *Command Line Interface*
|
|
|
|
For users utilizing a terminal-based environment, or who want to take advantage of CLI features, InvokeAI offers an extensive and actively supported command-line interface that provides the full suite of generation functionality available in the tool.
|
|
|
|
### Other features
|
|
|
|
- *Support for both ckpt and diffusers models*
|
|
- *SD 2.0, 2.1 support*
|
|
- *Noise Control & Tresholding*
|
|
- *Popular Sampler Support*
|
|
- *Upscaling & Face Restoration Tools*
|
|
- *Embedding Manager & Support*
|
|
- *Model Manager & Support*
|
|
|
|
### Coming Soon
|
|
|
|
- *Node-Based Architecture & UI*
|
|
- And more...
|
|
|
|
### Latest Changes
|
|
|
|
For our latest changes, view our [Release
|
|
Notes](https://github.com/invoke-ai/InvokeAI/releases) and the
|
|
[CHANGELOG](docs/CHANGELOG.md).
|
|
|
|
## Troubleshooting
|
|
|
|
Please check out our **[Q&A](https://invoke-ai.github.io/InvokeAI/help/TROUBLESHOOT/#faq)** 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.
|
|
|
|
To join, just raise your hand on the InvokeAI Discord server (#dev-chat) or the GitHub discussion board.
|
|
|
|
If you'd like to help with translation, please see our [translation guide](docs/other/TRANSLATION.md).
|
|
|
|
If you are unfamiliar with how
|
|
to contribute to GitHub projects, here is a
|
|
[Getting Started Guide](https://opensource.com/article/19/7/create-pull-request-github). A full set of contribution guidelines, along with templates, are in progress. You can **make your pull request against the "main" branch**.
|
|
|
|
We hope you enjoy using our software as much as we enjoy creating it,
|
|
and we hope that some of those of you who are reading this will elect
|
|
to become part of our community.
|
|
|
|
Welcome to InvokeAI!
|
|
|
|
### Contributors
|
|
|
|
This fork is a combined effort of various people from across the world.
|
|
[Check out the list of all these amazing people](https://invoke-ai.github.io/InvokeAI/other/CONTRIBUTORS/). We thank them for
|
|
their time, hard work and effort.
|
|
|
|
Thanks to [Weblate](https://weblate.org/) for generously providing translation services to this project.
|
|
|
|
### Support
|
|
|
|
For support, please use this repository's GitHub Issues tracking service, or join the Discord.
|
|
|
|
Original portions of the software are Copyright (c) 2023 by respective contributors.
|
|
|