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</a>
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Migrating from v3 to v4
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</a>
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</a>
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Development
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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_4_label" aria-expanded="false">
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<label class="md-nav__title" for="__nav_6_4">
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<span class="md-nav__icon md-icon"></span>
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Development
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<a href="../contributing/contribution_guides/development/" class="md-nav__link">
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<span class="md-ellipsis">
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Overview
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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="../contributing/contribution_guides/newContributorChecklist/" class="md-nav__link">
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<span class="md-ellipsis">
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New Contributors
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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="../contributing/MODEL_MANAGER/" class="md-nav__link">
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<span class="md-ellipsis">
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Model Manager v2
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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="../contributing/LOCAL_DEVELOPMENT/" class="md-nav__link">
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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 Invoke application is published as a python package on <a href="https://pypi.org/">PyPI</a>. This includes both a source distribution and built distribution (a wheel).</p>
|
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<p>Most users install it with the <a href="https://github.com/invoke-ai/launcher/">Launcher</a>, others with <code>pip</code>.</p>
|
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<p>The launcher uses GitHub as the source of truth for available releases.</p>
|
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<h2 id="broad-strokes">Broad Strokes<a class="headerlink" href="#broad-strokes" title="Permanent link">#</a></h2>
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<ul>
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<li>Merge all changes and bump the version in the codebase.</li>
|
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<li>Tag the release commit.</li>
|
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<li>Wait for the release workflow to complete.</li>
|
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<li>Approve the PyPI publish jobs.</li>
|
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<li>Write GH release notes.</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>
|
|
<p>Make a developer call-out for PRs to merge. Merge and test things out. Bump the version by editing <code>invokeai/version/invokeai_version.py</code>.</p>
|
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<h2 id="release-workflow">Release Workflow<a class="headerlink" href="#release-workflow" title="Permanent link">#</a></h2>
|
|
<p>The <code>release.yml</code> workflow runs a number of jobs to handle code checks, tests, build and publish on PyPI.</p>
|
|
<p>It is triggered on <strong>tag push</strong>, when the tag matches <code>v*</code>.</p>
|
|
<h3 id="triggering-the-workflow">Triggering the Workflow<a class="headerlink" href="#triggering-the-workflow" title="Permanent link">#</a></h3>
|
|
<p>Ensure all commits that should be in the release are merged, and you have pulled them locally.</p>
|
|
<p>Double-check that you have checked out the commit that will represent the release (typically the latest commit on <code>main</code>).</p>
|
|
<p>Run <code>make tag-release</code> to tag the current commit and kick off the workflow. You will be prompted to provide a message - use the version specifier.</p>
|
|
<p>If this version's tag already exists for some reason (maybe you had to make a last minute change), the script will overwrite it.</p>
|
|
<blockquote>
|
|
<p>In case you cannot use the Make target, the release may also be dispatched <a href="#manual-release">manually</a> via GH.</p>
|
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</blockquote>
|
|
<h3 id="workflow-jobs-and-process">Workflow Jobs and Process<a class="headerlink" href="#workflow-jobs-and-process" title="Permanent link">#</a></h3>
|
|
<p>The workflow consists of a number of concurrently-run checks and tests, then two final publish jobs.</p>
|
|
<p>The publish jobs require manual approval and are only run if the other jobs succeed.</p>
|
|
<h4 id="check-version-job"><code>check-version</code> Job<a class="headerlink" href="#check-version-job" title="Permanent link">#</a></h4>
|
|
<p>This job ensures that the <code>invokeai</code> python package version specifier matches the tag for the release. The version specifier is pulled from the <code>__version__</code> variable in <code>invokeai/version/invokeai_version.py</code>.</p>
|
|
<p>This job uses <a href="https://github.com/samuelcolvin/check-python-version">samuelcolvin/check-python-version</a>.</p>
|
|
<blockquote>
|
|
<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>
|
|
</blockquote>
|
|
<h4 id="check-and-test-jobs">Check and Test Jobs<a class="headerlink" href="#check-and-test-jobs" title="Permanent link">#</a></h4>
|
|
<p>Next, these jobs run and must pass. They are the same jobs that are run for every PR.</p>
|
|
<ul>
|
|
<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>
|
|
<li><strong><code>frontend-tests</code></strong>: runs <code>vitest</code></li>
|
|
<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>
|
|
<li><strong><code>typegen-checks</code></strong>: ensures the frontend and backend types are synced</li>
|
|
</ul>
|
|
<h4 id="build-wheel-job"><code>build-wheel</code> Job<a class="headerlink" href="#build-wheel-job" title="Permanent link">#</a></h4>
|
|
<p>This sets up both python and frontend dependencies and builds the python package. Internally, this runs <code>./scripts/build_wheel.sh</code> and uploads <code>dist.zip</code>, which contains the wheel and unarchived build.</p>
|
|
<p>You don't need to download or test these artifacts.</p>
|
|
<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.</p>
|
|
<p>It's possible to test the python package before it gets published to PyPI. We've never had problems with it, so it's not necessary to do this.</p>
|
|
<p>But, if you want to be extra-super careful, here's how to test it:</p>
|
|
<ul>
|
|
<li>Download the <code>dist.zip</code> build artifact from the <code>build-wheel</code> job</li>
|
|
<li>Unzip it and find the wheel file</li>
|
|
<li>Create a fresh Invoke install by following the <a href="https://invoke-ai.github.io/InvokeAI/installation/manual/">manual install guide</a> - but instead of installing from PyPI, install from the wheel</li>
|
|
<li>Test the app</li>
|
|
</ul>
|
|
<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?) and start over.</p>
|
|
<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 not 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 <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/psychedelicious" title="GitHub User: psychedelicious">@psychedelicious</a> 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> - typically you select both)</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 for some reason:</p>
|
|
<ul>
|
|
<li>Approve this publish job without approving the prod publish</li>
|
|
<li>Let it finish</li>
|
|
<li>Create a fresh Invoke install by following the <a href="https://invoke-ai.github.io/InvokeAI/installation/manual/">manual install guide</a>, making sure to use the Test PyPI index URL: <code>https://test.pypi.org/simple/</code></li>
|
|
<li>Test the app</li>
|
|
</ul>
|
|
<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>
|
|
<p>It's a good idea to wait to approve and run this job until you have the release notes ready!</p>
|
|
<h2 id="prep-and-publish-the-github-release">Prep and publish the GitHub Release<a class="headerlink" href="#prep-and-publish-the-github-release" title="Permanent link">#</a></h2>
|
|
<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>The <strong>Generate release notes</strong> button automatically inserts the changelog and new contributors. Make sure to select the correct tags for this release and the last stable release. GH often selects the wrong tags - do this manually.</li>
|
|
<li>Write the release notes, describing important changes. Contributions from community members should be shouted out. Use the GH-generated changelog to see all contributors. If there are Weblate translation updates, open that PR and shout out every person who contributed a translation.</li>
|
|
<li>Check <strong>Set as a pre-release</strong> if it's a pre-release.</li>
|
|
<li>Approve and wait for the <code>publish-pypi</code> job to finish if you haven't already.</li>
|
|
<li>Publish the GH release.</li>
|
|
<li>Post the release in Discord in the <a href="https://discord.com/channels/1020123559063990373/1149260708098359327">releases</a> channel with abbreviated notes. For example:<blockquote>
|
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<p>Invoke v5.7.0 (stable): <a href="https://github.com/invoke-ai/InvokeAI/releases/tag/v5.7.0">https://github.com/invoke-ai/InvokeAI/releases/tag/v5.7.0</a></p>
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<p>It's a pretty big one - Form Builder, Metadata Nodes (thanks <a class="magiclink magiclink-github magiclink-mention" href="https://github.com/SkunkWorxDark" title="GitHub User: SkunkWorxDark">@SkunkWorxDark</a>!), and much more.</p>
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</blockquote>
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</li>
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<li>Right click the message in releases and copy the link to it. Then, post that link in the <a href="https://discord.com/channels/1020123559063990373/1149506274971631688">new-release-discussion</a> channel. For example:<blockquote>
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<p>Invoke v5.7.0 (stable): <a href="https://discord.com/channels/1020123559063990373/1149260708098359327/1344521744916021248">https://discord.com/channels/1020123559063990373/1149260708098359327/1344521744916021248</a></p>
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</blockquote>
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</li>
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</ol>
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<h2 id="manual-release">Manual Release<a class="headerlink" href="#manual-release" title="Permanent link">#</a></h2>
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<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>
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<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="md-icon" title="Last update">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"/></svg>
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</span>
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<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date" title="July 25, 2025 16:08:47 UTC">July 25, 2025</span>
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</span>
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<span class="md-source-file__fact">
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<span class="md-icon" title="Created">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M14.47 15.08 11 13V7h1.5v5.25l3.08 1.83c-.41.28-.79.62-1.11 1m-1.39 4.84c-.36.05-.71.08-1.08.08-4.42 0-8-3.58-8-8s3.58-8 8-8 8 3.58 8 8c0 .37-.03.72-.08 1.08.69.1 1.33.32 1.92.64.1-.56.16-1.13.16-1.72 0-5.5-4.5-10-10-10S2 6.5 2 12s4.47 10 10 10c.59 0 1.16-.06 1.72-.16-.32-.59-.54-1.23-.64-1.92M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3z"/></svg>
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</span>
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<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date" title="July 25, 2025 16:08:47 UTC">July 25, 2025</span>
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</span>
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</aside>
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</article>
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