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README.md
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![project hero](https://github.com/invoke-ai/InvokeAI/assets/31807370/1a917d94-e099-4fa1-a70f-7dd8d0691018)
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# Invoke AI - Generative AI for Professional Creatives
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## Image Generation for Stable Diffusion, Custom-Trained Models, and more.
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Learn more about us and get started instantly at [invoke.ai](https://invoke.ai)
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## Professional Creative Tools for Stable Diffusion, Custom-Trained Models, and more.
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To learn more about Invoke AI, get started instantly, or implement our Business solutions, visit [invoke.ai](https://invoke.ai)
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[![discord badge]][discord link]
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@ -40,33 +40,6 @@ InvokeAI is a leading creative engine built to empower professionals and enthusi
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**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>]
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_Note: InvokeAI is rapidly evolving. Please use the
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[Issues](https://github.com/invoke-ai/InvokeAI/issues) tab to report bugs and make feature
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requests. Be sure to use the provided templates. They will help us diagnose issues faster._
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## FOR DEVELOPERS - MIGRATING TO THE 3.0.0 MODELS FORMAT
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The models directory and models.yaml have changed. To migrate to the
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new layout, please follow this recipe:
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1. Run `python scripts/migrate_models_to_3.0.py <path_to_root_directory>
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2. This will create a new models directory named `models-3.0` and a
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new config directory named `models.yaml-3.0`, both in the current
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working directory. If you prefer to name them something else, pass
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the `--dest-directory` and/or `--dest-yaml` arguments.
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3. Check that the new models directory and yaml file look ok.
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4. Replace the existing directory and file, keeping backup copies just in
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case.
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<div align="center">
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![canvas preview](https://github.com/invoke-ai/InvokeAI/raw/main/docs/assets/canvas_preview.png)
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</div>
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## Table of Contents
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Table of Contents 📝
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@ -163,24 +136,24 @@ InvokeAI offers a locally hosted Web Server & React Frontend, with an industry l
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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.
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### *Advanced Prompt Syntax*
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### *Node Architecture & Editor (Beta)*
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Invoke AI'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.
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Invoke AI's backend is built on a graph-based execution architecture. This allows for customizable generation pipelines to be developed by professional users looking to create specific workflows to support their production use-cases, and will be extended in the future with additional capabilities.
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### *Command Line Interface*
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### *Board & Gallery Management*
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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.
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Invoke AI provides 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.
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### Other features
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- *Support for both ckpt and diffusers models*
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- *SD 2.0, 2.1 support*
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- *Upscaling & Face Restoration Tools*
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- *Upscaling Tools*
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- *Embedding Manager & Support*
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- *Model Manager & Support*
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- *Node-Based Architecture*
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- *Node-Based Plug-&-Play UI (Beta)*
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- *Boards & Gallery Management
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- *SDXL Support* (Coming soon)
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### Latest Changes
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@ -193,7 +166,7 @@ Notes](https://github.com/invoke-ai/InvokeAI/releases) and the
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Please check out our **[Q&A](https://invoke-ai.github.io/InvokeAI/help/TROUBLESHOOT/#faq)** to get solutions for common installation
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problems and other issues.
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## 🤝 Contributing
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## Contributing
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Anyone who wishes to contribute to this project, whether documentation, features, bug fixes, code
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cleanup, testing, or code reviews, is very much encouraged to do so.
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@ -212,7 +185,7 @@ to become part of our community.
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Welcome to InvokeAI!
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### 👥 Contributors
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### Contributors
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This fork is a combined effort of various people from across the world.
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[Check out the list of all these amazing people](https://invoke-ai.github.io/InvokeAI/other/CONTRIBUTORS/). We thank them for
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