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<label class="md-nav__link" for="__nav_5_14" id="__nav_5_14_label" tabindex="0">
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<span class="md-ellipsis">
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Textual Inversions
|
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</span>
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<span class="md-nav__icon md-icon"></span>
|
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</label>
|
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<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_5_14_label" aria-expanded="false">
|
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<label class="md-nav__title" for="__nav_5_14">
|
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<span class="md-nav__icon md-icon"></span>
|
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Textual Inversions
|
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
|
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<a href="../features/TEXTUAL_INVERSIONS/" class="md-nav__link">
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<span class="md-ellipsis">
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Textual Inversions
|
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../features/TRAINING/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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Textual Inversion Training
|
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</span>
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item">
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<a href="../features/UNIFIED_CANVAS/" class="md-nav__link">
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<span class="md-ellipsis">
|
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Unified Canvas
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../features/WEB/" class="md-nav__link">
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<span class="md-ellipsis">
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InvokeAI Web Server
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</span>
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</a>
|
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</li>
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<li class="md-nav__item">
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<a href="../features/WEBUIHOTKEYS/" class="md-nav__link">
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<span class="md-ellipsis">
|
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WebUI Hotkeys
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../features/UTILITIES/" class="md-nav__link">
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<span class="md-ellipsis">
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Maintenance Utilities
|
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../features/OTHER/" class="md-nav__link">
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<span class="md-ellipsis">
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Other
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</span>
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
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<label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
|
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<span class="md-ellipsis">
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Contributing
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</span>
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<span class="md-nav__icon md-icon"></span>
|
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</label>
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
|
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<label class="md-nav__title" for="__nav_6">
|
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<span class="md-nav__icon md-icon"></span>
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Contributing
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
|
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<a href="../contributing/CONTRIBUTING/" class="md-nav__link">
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<span class="md-ellipsis">
|
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How to Contribute
|
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../CODE_OF_CONDUCT/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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InvokeAI Code of Conduct
|
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</span>
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</a>
|
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_3" >
|
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<label class="md-nav__link" for="__nav_6_3" id="__nav_6_3_label" tabindex="0">
|
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<span class="md-ellipsis">
|
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Development
|
|
</span>
|
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|
|
<span class="md-nav__icon md-icon"></span>
|
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</label>
|
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|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_3_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_6_3">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Development
|
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix>
|
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<li class="md-nav__item">
|
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<a href="../contributing/contribution_guides/development/" class="md-nav__link">
|
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|
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<span class="md-ellipsis">
|
|
Overview
|
|
</span>
|
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|
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</a>
|
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</li>
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<li class="md-nav__item">
|
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<a href="../contributing/contribution_guides/newContributorChecklist/" class="md-nav__link">
|
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|
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<span class="md-ellipsis">
|
|
New Contributors
|
|
</span>
|
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</a>
|
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</li>
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<li class="md-nav__item">
|
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<a href="../contributing/MODEL_MANAGER/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
|
Model Manager v2
|
|
</span>
|
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</a>
|
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</li>
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<li class="md-nav__item">
|
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<a href="../contributing/contribution_guides/contributingToFrontend.md" class="md-nav__link">
|
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|
|
<span class="md-ellipsis">
|
|
Frontend Documentation
|
|
</span>
|
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</a>
|
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</li>
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<li class="md-nav__item">
|
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<a href="../contributing/LOCAL_DEVELOPMENT/" class="md-nav__link">
|
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|
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<span class="md-ellipsis">
|
|
Local Development
|
|
</span>
|
|
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|
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</a>
|
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</li>
|
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<li class="md-nav__item">
|
|
<a href="../contributing/TESTS/" class="md-nav__link">
|
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|
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|
|
<span class="md-ellipsis">
|
|
Testing
|
|
</span>
|
|
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</a>
|
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</li>
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<li class="md-nav__item md-nav__item--nested">
|
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_3_7" >
|
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|
|
<label class="md-nav__link" for="__nav_6_3_7" id="__nav_6_3_7_label" tabindex="0">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Frontend
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_6_3_7_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_6_3_7">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Frontend
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
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|
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|
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<li class="md-nav__item">
|
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<a href="../contributing/frontend/OVERVIEW/" class="md-nav__link">
|
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|
|
<span class="md-ellipsis">
|
|
Overview
|
|
</span>
|
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|
|
|
|
</a>
|
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</li>
|
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<li class="md-nav__item">
|
|
<a href="../contributing/frontend/STATE_MGMT/" class="md-nav__link">
|
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|
|
|
|
<span class="md-ellipsis">
|
|
State Management
|
|
</span>
|
|
|
|
|
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</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../contributing/frontend/WORKFLOWS/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Workflows
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
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|
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</ul>
|
|
</nav>
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</li>
|
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</ul>
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</nav>
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</li>
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<li class="md-nav__item">
|
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<a href="../contributing/contribution_guides/documentation/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Documentation
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../contributing/INVOCATIONS/" class="md-nav__link">
|
|
|
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|
|
<span class="md-ellipsis">
|
|
Nodes
|
|
</span>
|
|
|
|
|
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</a>
|
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</li>
|
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<li class="md-nav__item">
|
|
<a href="../contributing/MODEL_MANAGER/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Model Manager v2
|
|
</span>
|
|
|
|
|
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</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../contributing/DOWNLOAD_QUEUE/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Download Queue
|
|
</span>
|
|
|
|
|
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</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../contributing/contribution_guides/translation/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Translation
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../contributing/contribution_guides/tutorials/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Tutorials
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
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|
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|
|
</ul>
|
|
</nav>
|
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</li>
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<li class="md-nav__item md-nav__item--nested">
|
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|
|
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|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
|
|
|
|
|
|
<label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Help
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_7">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Help
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../help/gettingStartedWithAI/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
New to InvokeAI?
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../help/FAQ/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
FAQ
|
|
</span>
|
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|
|
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</a>
|
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</li>
|
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<li class="md-nav__item">
|
|
<a href="../help/diffusion/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Diffusion Overview
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="../help/SAMPLER_CONVERGENCE/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Sampler Convergence
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<h1 id="release-process">Release Process<a class="headerlink" href="#release-process" title="Permanent link">#</a></h1>
|
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<p>The app is published in twice, in different build formats.</p>
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<ul>
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<li>A <a href="https://pypi.org/">PyPI</a> distribution. This includes both a source distribution and built distribution (a wheel). Users install with <code>pip install invokeai</code>. The updater uses this build.</li>
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<li>An installer on the <a href="https://github.com/invoke-ai/InvokeAI/releases">InvokeAI Releases Page</a>. This is a zip file with install scripts and a wheel. This is only used for new installs.</li>
|
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</ul>
|
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<h2 id="general-prep">General Prep<a class="headerlink" href="#general-prep" title="Permanent link">#</a></h2>
|
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<p>Make a developer call-out for PRs to merge. Merge and test things out.</p>
|
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<p>While the release workflow does not include end-to-end tests, it does pause before publishing so you can download and test the final build.</p>
|
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<h2 id="release-workflow">Release Workflow<a class="headerlink" href="#release-workflow" title="Permanent link">#</a></h2>
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<p>The <code>release.yml</code> workflow runs a number of jobs to handle code checks, tests, build and publish on PyPI.</p>
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<p>It is triggered on <strong>tag push</strong>, when the tag matches <code>v*</code>. It doesn't matter if you've prepped a release branch like <code>release/v3.5.0</code> or are releasing from <code>main</code> - it works the same.</p>
|
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<blockquote>
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<p>Because commits are reference-counted, it is safe to create a release branch, tag it, let the workflow run, then delete the branch. So long as the tag exists, that commit will exist.</p>
|
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</blockquote>
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<h3 id="triggering-the-workflow">Triggering the Workflow<a class="headerlink" href="#triggering-the-workflow" title="Permanent link">#</a></h3>
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<p>Run <code>make tag-release</code> to tag the current commit and kick off the workflow.</p>
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<p>The release may also be dispatched <a href="#manual-release">manually</a>.</p>
|
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<h3 id="workflow-jobs-and-process">Workflow Jobs and Process<a class="headerlink" href="#workflow-jobs-and-process" title="Permanent link">#</a></h3>
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<p>The workflow consists of a number of concurrently-run jobs, and two final publish jobs.</p>
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<p>The publish jobs require manual approval and are only run if the other jobs succeed.</p>
|
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<h4 id="check-version-job"><code>check-version</code> Job<a class="headerlink" href="#check-version-job" title="Permanent link">#</a></h4>
|
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<p>This job checks that the git ref matches the app version. It matches the ref against the <code>__version__</code> variable in <code>invokeai/version/invokeai_version.py</code>.</p>
|
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<p>When the workflow is triggered by tag push, the ref is the tag. If the workflow is run manually, the ref is the target selected from the <strong>Use workflow from</strong> dropdown.</p>
|
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<p>This job uses <a href="https://github.com/samuelcolvin/check-python-version">samuelcolvin/check-python-version</a>.</p>
|
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<blockquote>
|
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<p>Any valid <a href="https://packaging.python.org/en/latest/specifications/version-specifiers/">version specifier</a> works, so long as the tag matches the version. The release workflow works exactly the same for <code>RC</code>, <code>post</code>, <code>dev</code>, etc.</p>
|
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</blockquote>
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<h4 id="check-and-test-jobs">Check and Test Jobs<a class="headerlink" href="#check-and-test-jobs" title="Permanent link">#</a></h4>
|
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<ul>
|
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<li><strong><code>python-tests</code></strong>: runs <code>pytest</code> on matrix of platforms</li>
|
|
<li><strong><code>python-checks</code></strong>: runs <code>ruff</code> (format and lint)</li>
|
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<li><strong><code>frontend-tests</code></strong>: runs <code>vitest</code></li>
|
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<li><strong><code>frontend-checks</code></strong>: runs <code>prettier</code> (format), <code>eslint</code> (lint), <code>dpdm</code> (circular refs), <code>tsc</code> (static type check) and <code>knip</code> (unused imports)</li>
|
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</ul>
|
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<blockquote>
|
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<p><strong>TODO</strong> We should add <code>mypy</code> or <code>pyright</code> to the <strong><code>check-python</code></strong> job.</p>
|
|
<p><strong>TODO</strong> We should add an end-to-end test job that generates an image.</p>
|
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</blockquote>
|
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<h4 id="build-installer-job"><code>build-installer</code> Job<a class="headerlink" href="#build-installer-job" title="Permanent link">#</a></h4>
|
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<p>This sets up both python and frontend dependencies and builds the python package. Internally, this runs <code>installer/create_installer.sh</code> and uploads two artifacts:</p>
|
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<ul>
|
|
<li><strong><code>dist</code></strong>: the python distribution, to be published on PyPI</li>
|
|
<li><strong><code>InvokeAI-installer-${VERSION}.zip</code></strong>: the installer to be included in the GitHub release</li>
|
|
</ul>
|
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<h4 id="sanity-check-smoke-test">Sanity Check & Smoke Test<a class="headerlink" href="#sanity-check-smoke-test" title="Permanent link">#</a></h4>
|
|
<p>At this point, the release workflow pauses as the remaining publish jobs require approval. Time to test the installer.</p>
|
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<p>Because the installer pulls from PyPI, and we haven't published to PyPI yet, you will need to install from the wheel:</p>
|
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<ul>
|
|
<li>Download and unzip <code>dist.zip</code> and the installer from the <strong>Summary</strong> tab of the workflow</li>
|
|
<li>Run the installer script using the <code>--wheel</code> CLI arg, pointing at the wheel:</li>
|
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</ul>
|
|
<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>./install.sh<span class="w"> </span>--wheel<span class="w"> </span>../InvokeAI-4.0.0rc6-py3-none-any.whl
|
|
</code></pre></div>
|
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<ul>
|
|
<li>Install to a temporary directory so you get the new user experience</li>
|
|
<li>Download a model and generate</li>
|
|
</ul>
|
|
<blockquote>
|
|
<p>The same wheel file is bundled in the installer and in the <code>dist</code> artifact, which is uploaded to PyPI. You should end up with the exactly the same installation as if the installer got the wheel from PyPI.</p>
|
|
</blockquote>
|
|
<h5 id="something-isnt-right">Something isn't right<a class="headerlink" href="#something-isnt-right" title="Permanent link">#</a></h5>
|
|
<p>If testing reveals any issues, no worries. Cancel the workflow, which will cancel the pending publish jobs (you didn't approve them prematurely, right?).</p>
|
|
<p>Now you can start from the top:</p>
|
|
<ul>
|
|
<li>Fix the issues and PR the fixes per usual</li>
|
|
<li>Get the PR approved and merged per usual</li>
|
|
<li>Switch to <code>main</code> and pull in the fixes</li>
|
|
<li>Run <code>make tag-release</code> to move the tag to <code>HEAD</code> (which has the fixes) and kick off the release workflow again</li>
|
|
<li>Re-do the sanity check</li>
|
|
</ul>
|
|
<h4 id="pypi-publish-jobs">PyPI Publish Jobs<a class="headerlink" href="#pypi-publish-jobs" title="Permanent link">#</a></h4>
|
|
<p>The publish jobs will run if any of the previous jobs fail.</p>
|
|
<p>They use <a href="https://docs.github.com/en/actions/deployment/targeting-different-environments/using-environments-for-deployment">GitHub environments</a>, which are configured as <a href="https://docs.pypi.org/trusted-publishers/">trusted publishers</a> on PyPI.</p>
|
|
<p>Both jobs require a maintainer to approve them from the workflow's <strong>Summary</strong> tab.</p>
|
|
<ul>
|
|
<li>Click the <strong>Review deployments</strong> button</li>
|
|
<li>Select the environment (either <code>testpypi</code> or <code>pypi</code>)</li>
|
|
<li>Click <strong>Approve and deploy</strong></li>
|
|
</ul>
|
|
<blockquote>
|
|
<p><strong>If the version already exists on PyPI, the publish jobs will fail.</strong> PyPI only allows a given version to be published once - you cannot change it. If version published on PyPI has a problem, you'll need to "fail forward" by bumping the app version and publishing a followup release.</p>
|
|
</blockquote>
|
|
<h5 id="failing-pypi-publish">Failing PyPI Publish<a class="headerlink" href="#failing-pypi-publish" title="Permanent link">#</a></h5>
|
|
<p>Check the <a href="https://status.python.org/">python infrastructure status page</a> for incidents.</p>
|
|
<p>If there are no incidents, contact <a class="magiclink magiclink-github magiclink-mention" href="https://github.com/hipsterusername" title="GitHub User: hipsterusername">@hipsterusername</a> or <a class="magiclink magiclink-github magiclink-mention" href="https://github.com/lstein" title="GitHub User: lstein">@lstein</a>, who have owner access to GH and PyPI, to see if access has expired or something like that.</p>
|
|
<h4 id="publish-testpypi-job"><code>publish-testpypi</code> Job<a class="headerlink" href="#publish-testpypi-job" title="Permanent link">#</a></h4>
|
|
<p>Publishes the distribution on the <a href="https://test.pypi.org/">Test PyPI</a> index, using the <code>testpypi</code> GitHub environment.</p>
|
|
<p>This job is not required for the production PyPI publish, but included just in case you want to test the PyPI release.</p>
|
|
<p>If approved and successful, you could try out the test release like this:</p>
|
|
<div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a><span class="c1"># Create a new virtual environment</span>
|
|
<a id="__codelineno-1-2" name="__codelineno-1-2" href="#__codelineno-1-2"></a>python<span class="w"> </span>-m<span class="w"> </span>venv<span class="w"> </span>~/.test-invokeai-dist<span class="w"> </span>--prompt<span class="w"> </span>test-invokeai-dist
|
|
<a id="__codelineno-1-3" name="__codelineno-1-3" href="#__codelineno-1-3"></a><span class="c1"># Install the distribution from Test PyPI</span>
|
|
<a id="__codelineno-1-4" name="__codelineno-1-4" href="#__codelineno-1-4"></a>pip<span class="w"> </span>install<span class="w"> </span>--index-url<span class="w"> </span>https://test.pypi.org/simple/<span class="w"> </span>invokeai
|
|
<a id="__codelineno-1-5" name="__codelineno-1-5" href="#__codelineno-1-5"></a><span class="c1"># Run and test the app</span>
|
|
<a id="__codelineno-1-6" name="__codelineno-1-6" href="#__codelineno-1-6"></a>invokeai-web
|
|
<a id="__codelineno-1-7" name="__codelineno-1-7" href="#__codelineno-1-7"></a><span class="c1"># Cleanup</span>
|
|
<a id="__codelineno-1-8" name="__codelineno-1-8" href="#__codelineno-1-8"></a>deactivate
|
|
<a id="__codelineno-1-9" name="__codelineno-1-9" href="#__codelineno-1-9"></a>rm<span class="w"> </span>-rf<span class="w"> </span>~/.test-invokeai-dist
|
|
</code></pre></div>
|
|
<h4 id="publish-pypi-job"><code>publish-pypi</code> Job<a class="headerlink" href="#publish-pypi-job" title="Permanent link">#</a></h4>
|
|
<p>Publishes the distribution on the production PyPI index, using the <code>pypi</code> GitHub environment.</p>
|
|
<h2 id="publish-the-github-release-with-installer">Publish the GitHub Release with installer<a class="headerlink" href="#publish-the-github-release-with-installer" title="Permanent link">#</a></h2>
|
|
<p>Once the release is published to PyPI, it's time to publish the GitHub release.</p>
|
|
<ol>
|
|
<li><a href="https://github.com/invoke-ai/InvokeAI/releases/new">Draft a new release</a> on GitHub, choosing the tag that triggered the release.</li>
|
|
<li>Write the release notes, describing important changes. The <strong>Generate release notes</strong> button automatically inserts the changelog and new contributors, and you can copy/paste the intro from previous releases.</li>
|
|
<li>Use <code>scripts/get_external_contributions.py</code> to get a list of external contributions to shout out in the release notes.</li>
|
|
<li>Upload the zip file created in <strong><code>build</code></strong> job into the Assets section of the release notes.</li>
|
|
<li>Check <strong>Set as a pre-release</strong> if it's a pre-release.</li>
|
|
<li>Check <strong>Create a discussion for this release</strong>.</li>
|
|
<li>Publish the release.</li>
|
|
<li>Announce the release in Discord.</li>
|
|
</ol>
|
|
<blockquote>
|
|
<p><strong>TODO</strong> Workflows can create a GitHub release from a template and upload release assets. One popular action to handle this is <a href="https://github.com/ncipollo/release-action">ncipollo/release-action</a>. A future enhancement to the release process could set this up.</p>
|
|
</blockquote>
|
|
<h2 id="manual-build">Manual Build<a class="headerlink" href="#manual-build" title="Permanent link">#</a></h2>
|
|
<p>The <code>build installer</code> workflow can be dispatched manually. This is useful to test the installer for a given branch or tag.</p>
|
|
<p>No checks are run, it just builds.</p>
|
|
<h2 id="manual-release">Manual Release<a class="headerlink" href="#manual-release" title="Permanent link">#</a></h2>
|
|
<p>The <code>release</code> workflow can be dispatched manually. You must dispatch the workflow from the right tag, else it will fail the version check.</p>
|
|
<p>This functionality is available as a fallback in case something goes wonky. Typically, releases should be triggered via tag push as described above.</p>
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<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 29, 2024</span>
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<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 29, 2024</span>
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