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https://github.com/invoke-ai/invokeai

Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.
https://github.com/invoke-ai/invokeai

ai-art artificial-intelligence generative-art image-generation img2img inpainting latent-diffusion linux macos outpainting stable-diffusion txt2img windows

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Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products.

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



# Invoke - Professional Creative AI Tools for Visual Media



[![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]






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.



- Free to use under a commercially-friendly license

- Download and install on compatible hardware

- Generate, refine, iterate on images, and build workflows



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



---

> ## 📣 Are you a new or returning InvokeAI user?

> Take our first annual [User's Survey](https://forms.gle/rCE5KuQ7Wfrd1UnS7)



---



# Documentation



| **Quick Links**                                                                                                                                             |

| ----------------------------------------------------------------------------------------------------------------------------------------------------------- |

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



# Installation



To get started with Invoke, [Download the Launcher](https://github.com/invoke-ai/launcher/releases/latest).



## 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 ease 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.



### Model Support

- SD 1.5

- SD 2.0

- SDXL

- SD 3.5 Medium

- SD 3.5 Large

- CogView 4

- Flux.1 Dev

- Flux.1 Schnell

- Flux.1 Kontext

- Flux.1 Krea

- Flux Redux

- Flux Fill

- Flux.2 Klein 4B

- Flux.2 Klein 9B

- Z-Image Turbo

- Z-Image Base

- Anima

- Qwen Image

- Qwen Image Edit

- Nano Banana (API Only)

- GPT Image (API Only)

- Wan (API Only)



### Other features



- Support for ckpt, diffusers, and some gguf models

- Upscaling Tools

- Embedding Manager & Support

- Model Manager & Support

- Workflow creation & management

- Node-Based Architecture

- Object Segmentation & Selection Models (SAM / SAM2)



## 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.



## Sponsors



Invoke's open-source development is powered by our sponsors. If Invoke is valuable to you or your business, please consider [sponsoring us][sponsor link] — it directly funds maintenance, new features, and community support.



[![Sponsor Invoke](https://img.shields.io/badge/Sponsor-Invoke-ea4aaa?logo=githubsponsors&logoColor=white)][sponsor link]



## 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/

[faq]: https://invoke.ai/troubleshooting/faq/

[contributors]: https://invoke.ai/contributing/contributors/

[github issues]: https://github.com/invoke-ai/InvokeAI/issues

[docs home]: https://invoke.ai

[installation docs]: https://invoke.ai/start-here/installation/

[sponsor link]: https://github.com/sponsors/invoke-ai

[#dev-chat]: https://discord.com/channels/1020123559063990373/1049495067846524939

[contributing docs]: https://invoke.ai/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