InvokeAI


NameInvokeAI JSON
Version 5.5.0 PyPI version JSON
download
home_pageNone
SummaryAn implementation of Stable Diffusion which provides various new features and options to aid the image generation process
upload_time2024-12-20 05:27:49
maintainerNone
docs_urlNone
authorNone
requires_python<3.12,>=3.10
licenseApache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 1. Definitions. "License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document. "Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License. "Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity. "You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License. "Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files. "Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types. "Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below). "Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof. "Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. 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keywords stable-diffusion ai
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            <div align="center">

![project hero](https://github.com/invoke-ai/InvokeAI/assets/31807370/6e3728c7-e90e-4711-905c-3b55844ff5be)

# Invoke - Professional Creative AI Tools for Visual Media

#### To learn more about Invoke, or implement our Business solutions, visit [invoke.com]

[![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]

</div>

Invoke is a leading creative engine built to empower professionals and enthusiasts alike. Generate and create stunning visual media using the latest AI-driven technologies. Invoke offers an industry leading web-based UI, and serves as the foundation for multiple commercial products.

Invoke is available in two editions:

| **Community Edition**                                                                                                      | **Professional Edition**                                                                            |
|----------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------|
| **For users looking for a locally installed, self-hosted and self-managed service**                                         | **For users or teams looking for a cloud-hosted, fully managed service**                            |
| - Free to use under a commercially-friendly license                                                                         | - Monthly subscription fee with three different plan levels                                         |
| - Download and install on compatible hardware                                                                               | - Offers additional benefits, including multi-user support, improved model training, and more                          |
| - Includes all core studio features: generate, refine, iterate on images, and build workflows                               | - Hosted in the cloud for easy, secure model access and scalability                                               |
| Quick Start -> [Installation and Updates][installation docs]                                                                     | More Information -> [www.invoke.com/pricing](https://www.invoke.com/pricing)                        |


![Highlighted Features - Canvas and Workflows](https://github.com/invoke-ai/InvokeAI/assets/31807370/708f7a82-084f-4860-bfbe-e2588c53548d)

# Documentation
| **Quick Links**                                                                                                      | 
|----------------------------------------------------------------------------------------------------------------------------|
|  [Installation and Updates][installation docs] - [Documentation and Tutorials][docs home] - [Bug Reports][github issues] - [Contributing][contributing docs]  | 

</div>

## Quick Start

1. Download and unzip the installer from the bottom of the [latest release][latest release link].
2. Run the installer script.

   - **Windows**: Double-click on the `install.bat` script.
   - **macOS**: Open a Terminal window, drag the file `install.sh` from Finder into the Terminal, and press enter.
   - **Linux**: Run `install.sh`.

3. When prompted, enter a location for the install and select your GPU type.
4. Once the install finishes, find the directory you selected during install. The default location is `C:\Users\Username\invokeai` for Windows or `~/invokeai` for Linux/macOS.
5. Run the launcher script (`invoke.bat` for Windows, `invoke.sh` for macOS and Linux) the same way you ran the installer script in step 2.
6. Select option 1 to start the application. Once it starts up, open your browser and go to <http://localhost:9090>.
7. Open the model manager tab to install a starter model and then you'll be ready to generate.

More detail, including hardware requirements and manual install instructions, are available in the [installation documentation][installation docs].

## Docker Container

We publish official container images in Github Container Registry: https://github.com/invoke-ai/InvokeAI/pkgs/container/invokeai. Both CUDA and ROCm images are available. Check the above link for relevant tags.

> [!IMPORTANT]
> Ensure that Docker is set up to use the GPU. Refer to [NVIDIA][nvidia docker docs] or [AMD][amd docker docs] documentation.

### Generate!

Run the container, modifying the command as necessary:

```bash
docker run --runtime=nvidia --gpus=all --publish 9090:9090 ghcr.io/invoke-ai/invokeai
```

Then open `http://localhost:9090` and install some models using the Model Manager tab to begin generating.

For ROCm, add `--device /dev/kfd --device /dev/dri` to the `docker run` command.

### Persist your data

You will likely want to persist your workspace outside of the container. Use the `--volume /home/myuser/invokeai:/invokeai` flag to mount some local directory (using its **absolute** path) to the `/invokeai` path inside the container. Your generated images and models will reside there. You can use this directory with other InvokeAI installations, or switch between runtime directories as needed.

### DIY

Build your own image and customize the environment to match your needs using our `docker-compose` stack. See [README.md](./docker/README.md) in the [docker](./docker) directory.

## Troubleshooting, FAQ and Support

Please review our [FAQ][faq] for solutions to common installation problems and other issues.

For more help, please join our [Discord][discord link].

## Features

Full details on features can be found in [our documentation][features docs].

### Web Server & UI

Invoke runs a locally hosted web server & React UI with an industry-leading user experience.

### Unified Canvas

The Unified Canvas is a fully integrated canvas implementation with support for all core generation capabilities, in/out-painting, 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.

### Workflows & Nodes

Invoke offers a fully featured workflow management solution, enabling users to combine the power of node-based workflows with the easy of a UI. This allows for customizable generation pipelines to be developed and shared by users looking to create specific workflows to support their production use-cases.

### Board & Gallery Management

Invoke features an organized gallery system for easily storing, accessing, and remixing your content in the Invoke workspace. Images can be dragged/dropped onto any Image-base UI element in the application, and rich metadata within the Image allows for easy recall of key prompts or settings used in your workflow.

### Other features

- Support for both ckpt and diffusers models
- SD1.5, SD2.0, SDXL, and FLUX support
- Upscaling Tools
- Embedding Manager & Support
- Model Manager & Support
- Workflow creation & management
- Node-Based Architecture

## 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.

Get started with contributing by reading our [contribution documentation][contributing docs], joining the [#dev-chat] or the GitHub discussion board.

We hope you enjoy using Invoke as much as we enjoy creating it, and we hope you will elect to become part of our community.

## Thanks

Invoke is a combined effort of [passionate and talented people from across the world][contributors]. We thank them for their time, hard work and effort.

Original portions of the software are Copyright © 2024 by respective contributors.

[features docs]: https://invoke-ai.github.io/InvokeAI/features/database/
[faq]: https://invoke-ai.github.io/InvokeAI/faq/
[contributors]: https://invoke-ai.github.io/InvokeAI/contributing/contributors/
[invoke.com]: https://www.invoke.com/about
[github issues]: https://github.com/invoke-ai/InvokeAI/issues
[docs home]: https://invoke-ai.github.io/InvokeAI
[installation docs]: https://invoke-ai.github.io/InvokeAI/installation/
[#dev-chat]: https://discord.com/channels/1020123559063990373/1049495067846524939
[contributing docs]: https://invoke-ai.github.io/InvokeAI/contributing/
[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/latest
[translation status badge]: https://hosted.weblate.org/widgets/invokeai/-/svg-badge.svg
[translation status link]: https://hosted.weblate.org/engage/invokeai/
[nvidia docker docs]: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html
[amd docker docs]: https://rocm.docs.amd.com/projects/install-on-linux/en/latest/how-to/docker.html

            

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    "description": "<div align=\"center\">\n\n![project hero](https://github.com/invoke-ai/InvokeAI/assets/31807370/6e3728c7-e90e-4711-905c-3b55844ff5be)\n\n# Invoke - Professional Creative AI Tools for Visual Media\n\n#### To learn more about Invoke, or implement our Business solutions, visit [invoke.com]\n\n[![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]\n\n</div>\n\nInvoke is a leading creative engine built to empower professionals and enthusiasts alike. Generate and create stunning visual media using the latest AI-driven technologies. Invoke offers an industry leading web-based UI, and serves as the foundation for multiple commercial products.\n\nInvoke is available in two editions:\n\n| **Community Edition**                                                                                                      | **Professional Edition**                                                                            |\n|----------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------|\n| **For users looking for a locally installed, self-hosted and self-managed service**                                         | **For users or teams looking for a cloud-hosted, fully managed service**                            |\n| - Free to use under a commercially-friendly license                                                                         | - Monthly subscription fee with three different plan levels                                         |\n| - Download and install on compatible hardware                                                                               | - Offers additional benefits, including multi-user support, improved model training, and more                          |\n| - Includes all core studio features: generate, refine, iterate on images, and build workflows                               | - Hosted in the cloud for easy, secure model access and scalability                                               |\n| Quick Start -> [Installation and Updates][installation docs]                                                                     | More Information -> [www.invoke.com/pricing](https://www.invoke.com/pricing)                        |\n\n\n![Highlighted Features - Canvas and Workflows](https://github.com/invoke-ai/InvokeAI/assets/31807370/708f7a82-084f-4860-bfbe-e2588c53548d)\n\n# Documentation\n| **Quick Links**                                                                                                      | \n|----------------------------------------------------------------------------------------------------------------------------|\n|  [Installation and Updates][installation docs] - [Documentation and Tutorials][docs home] - [Bug Reports][github issues] - [Contributing][contributing docs]  | \n\n</div>\n\n## Quick Start\n\n1. Download and unzip the installer from the bottom of the [latest release][latest release link].\n2. Run the installer script.\n\n   - **Windows**: Double-click on the `install.bat` script.\n   - **macOS**: Open a Terminal window, drag the file `install.sh` from Finder into the Terminal, and press enter.\n   - **Linux**: Run `install.sh`.\n\n3. When prompted, enter a location for the install and select your GPU type.\n4. Once the install finishes, find the directory you selected during install. The default location is `C:\\Users\\Username\\invokeai` for Windows or `~/invokeai` for Linux/macOS.\n5. Run the launcher script (`invoke.bat` for Windows, `invoke.sh` for macOS and Linux) the same way you ran the installer script in step 2.\n6. Select option 1 to start the application. Once it starts up, open your browser and go to <http://localhost:9090>.\n7. Open the model manager tab to install a starter model and then you'll be ready to generate.\n\nMore detail, including hardware requirements and manual install instructions, are available in the [installation documentation][installation docs].\n\n## Docker Container\n\nWe publish official container images in Github Container Registry: https://github.com/invoke-ai/InvokeAI/pkgs/container/invokeai. Both CUDA and ROCm images are available. Check the above link for relevant tags.\n\n> [!IMPORTANT]\n> Ensure that Docker is set up to use the GPU. Refer to [NVIDIA][nvidia docker docs] or [AMD][amd docker docs] documentation.\n\n### Generate!\n\nRun the container, modifying the command as necessary:\n\n```bash\ndocker run --runtime=nvidia --gpus=all --publish 9090:9090 ghcr.io/invoke-ai/invokeai\n```\n\nThen open `http://localhost:9090` and install some models using the Model Manager tab to begin generating.\n\nFor ROCm, add `--device /dev/kfd --device /dev/dri` to the `docker run` command.\n\n### Persist your data\n\nYou will likely want to persist your workspace outside of the container. Use the `--volume /home/myuser/invokeai:/invokeai` flag to mount some local directory (using its **absolute** path) to the `/invokeai` path inside the container. Your generated images and models will reside there. You can use this directory with other InvokeAI installations, or switch between runtime directories as needed.\n\n### DIY\n\nBuild your own image and customize the environment to match your needs using our `docker-compose` stack. See [README.md](./docker/README.md) in the [docker](./docker) directory.\n\n## Troubleshooting, FAQ and Support\n\nPlease review our [FAQ][faq] for solutions to common installation problems and other issues.\n\nFor more help, please join our [Discord][discord link].\n\n## Features\n\nFull details on features can be found in [our documentation][features docs].\n\n### Web Server & UI\n\nInvoke runs a locally hosted web server & React UI with an industry-leading user experience.\n\n### Unified Canvas\n\nThe Unified Canvas is a fully integrated canvas implementation with support for all core generation capabilities, in/out-painting, 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.\n\n### Workflows & Nodes\n\nInvoke offers a fully featured workflow management solution, enabling users to combine the power of node-based workflows with the easy of a UI. This allows for customizable generation pipelines to be developed and shared by users looking to create specific workflows to support their production use-cases.\n\n### Board & Gallery Management\n\nInvoke features an organized gallery system for easily storing, accessing, and remixing your content in the Invoke workspace. Images can be dragged/dropped onto any Image-base UI element in the application, and rich metadata within the Image allows for easy recall of key prompts or settings used in your workflow.\n\n### Other features\n\n- Support for both ckpt and diffusers models\n- SD1.5, SD2.0, SDXL, and FLUX support\n- Upscaling Tools\n- Embedding Manager & Support\n- Model Manager & Support\n- Workflow creation & management\n- Node-Based Architecture\n\n## Contributing\n\nAnyone 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.\n\nGet started with contributing by reading our [contribution documentation][contributing docs], joining the [#dev-chat] or the GitHub discussion board.\n\nWe hope you enjoy using Invoke as much as we enjoy creating it, and we hope you will elect to become part of our community.\n\n## Thanks\n\nInvoke is a combined effort of [passionate and talented people from across the world][contributors]. We thank them for their time, hard work and effort.\n\nOriginal portions of the software are Copyright \u00a9 2024 by respective contributors.\n\n[features docs]: https://invoke-ai.github.io/InvokeAI/features/database/\n[faq]: https://invoke-ai.github.io/InvokeAI/faq/\n[contributors]: https://invoke-ai.github.io/InvokeAI/contributing/contributors/\n[invoke.com]: https://www.invoke.com/about\n[github issues]: https://github.com/invoke-ai/InvokeAI/issues\n[docs home]: https://invoke-ai.github.io/InvokeAI\n[installation docs]: https://invoke-ai.github.io/InvokeAI/installation/\n[#dev-chat]: https://discord.com/channels/1020123559063990373/1049495067846524939\n[contributing docs]: https://invoke-ai.github.io/InvokeAI/contributing/\n[CI checks on main badge]: https://flat.badgen.net/github/checks/invoke-ai/InvokeAI/main?label=CI%20status%20on%20main&cache=900&icon=github\n[CI checks on main link]: https://github.com/invoke-ai/InvokeAI/actions?query=branch%3Amain\n[discord badge]: https://flat.badgen.net/discord/members/ZmtBAhwWhy?icon=discord\n[discord link]: https://discord.gg/ZmtBAhwWhy\n[github forks badge]: https://flat.badgen.net/github/forks/invoke-ai/InvokeAI?icon=github\n[github forks link]: https://useful-forks.github.io/?repo=invoke-ai%2FInvokeAI\n[github open issues badge]: https://flat.badgen.net/github/open-issues/invoke-ai/InvokeAI?icon=github\n[github open issues link]: https://github.com/invoke-ai/InvokeAI/issues?q=is%3Aissue+is%3Aopen\n[github open prs badge]: https://flat.badgen.net/github/open-prs/invoke-ai/InvokeAI?icon=github\n[github open prs link]: https://github.com/invoke-ai/InvokeAI/pulls?q=is%3Apr+is%3Aopen\n[github stars badge]: https://flat.badgen.net/github/stars/invoke-ai/InvokeAI?icon=github\n[github stars link]: https://github.com/invoke-ai/InvokeAI/stargazers\n[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\n[latest commit to main link]: https://github.com/invoke-ai/InvokeAI/commits/main\n[latest release badge]: https://flat.badgen.net/github/release/invoke-ai/InvokeAI/development?icon=github\n[latest release link]: https://github.com/invoke-ai/InvokeAI/releases/latest\n[translation status badge]: https://hosted.weblate.org/widgets/invokeai/-/svg-badge.svg\n[translation status link]: https://hosted.weblate.org/engage/invokeai/\n[nvidia docker docs]: https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html\n[amd docker docs]: https://rocm.docs.amd.com/projects/install-on-linux/en/latest/how-to/docker.html\n",
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For the purposes of this definition, \"control\" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.  \"You\" (or \"Your\") shall mean an individual or Legal Entity exercising permissions granted by this License.  \"Source\" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.  \"Object\" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.  \"Work\" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).  \"Derivative Works\" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. 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