Skip to main content

An implementation of Stable Diffusion which provides various new features and options to aid the image generation process

Project description

project hero

Invoke - Professional Creative AI Tools for Visual Media

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

discord badge latest release badge github stars badge github forks badge CI checks on main badge latest commit to main badge github open issues badge github open prs badge translation status badge

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 More Information -> www.invoke.com/pricing

Highlighted Features - Canvas and Workflows

Documentation

Quick Links
Installation and Updates - Documentation and Tutorials - Bug Reports - Contributing

Quick Start

  1. Download and unzip the installer from the bottom of the latest release.

  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.

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 or AMD documentation.

Generate!

Run the container, modifying the command as necessary:

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 in the docker directory.

Troubleshooting, FAQ and Support

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

For more help, please join our Discord.

Features

Full details on features can be found in our documentation.

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, and SDXL 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, 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. We thank them for their time, hard work and effort.

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

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

InvokeAI-4.2.9.dev20240824.tar.gz (4.2 MB view details)

Uploaded Source

Built Distribution

InvokeAI-4.2.9.dev20240824-py3-none-any.whl (4.4 MB view details)

Uploaded Python 3

File details

Details for the file InvokeAI-4.2.9.dev20240824.tar.gz.

File metadata

  • Download URL: InvokeAI-4.2.9.dev20240824.tar.gz
  • Upload date:
  • Size: 4.2 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/5.1.0 CPython/3.12.5

File hashes

Hashes for InvokeAI-4.2.9.dev20240824.tar.gz
Algorithm Hash digest
SHA256 5afc150d44120c6cdc1134af4dbdc3efbba7770502a5c68044d8992b1dce9813
MD5 f8f866016e0d583b0eef2448ee0ef8e3
BLAKE2b-256 9dd59fea1d5ba9f7cf8d546078c73213c9f501026e69cd396359f65ad04394d8

See more details on using hashes here.

File details

Details for the file InvokeAI-4.2.9.dev20240824-py3-none-any.whl.

File metadata

File hashes

Hashes for InvokeAI-4.2.9.dev20240824-py3-none-any.whl
Algorithm Hash digest
SHA256 c15a515954669dcb780069590c722c3ef2ba07d0e7b87de46cd31ad9af45bb2c
MD5 427d4761e8917d927ef40d7da6e9d3a7
BLAKE2b-256 c4e6c29c61f2a17cd5a7af11b07d85bbde56f49d10275cd1daab3fe2b2f1fa06

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page