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</span>
</a>

</li>

<li class="md-nav__item">
<a href="#conclusion" class="md-nav__link">
<span class="md-ellipsis">
Conclusion
</span>
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</ul>
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</span>
</a>

</li>

<li class="md-nav__item">
<a href="#conclusion" class="md-nav__link">
<span class="md-ellipsis">
Conclusion
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</ul>
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</span><span id="__span-5-69"><a id="__codelineno-5-69" name="__codelineno-5-69"></a><span class="n">dummy_dataset</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
</span><span id="__span-5-70"><a id="__codelineno-5-70" name="__codelineno-5-70"></a><span class="c1"># Prompt(prompt=&quot;what&#39;s up&quot;)</span>
</span></code></pre></div></td></tr></table></div>
<p>You can use this to load data from Pandas by </p>
<h2 id="conclusion">Conclusion<a class="headerlink" href="#conclusion" title="Permanent link">&para;</a></h2>
<p>We are able to </p>
<p>Hence, we are able to load several variety of datasets using our library. If there are any other ways you'd like us to support, do highlight in our <a href="https://github.com/walledai/walledeval/issues">GitHub Issues</a>.</p>


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<span class="md-icon" title="Last update">
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<span class="md-icon" title="Created">
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<span class="md-icon" title="Last update">
<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 6V23h2.1l6.1-6.1-2.1-2M12.5 7v5.2l4 2.4-1 1L11 13V7h1.5M11 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-.1.2v1.8Z"/></svg>
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<span class="md-icon" title="Created">
<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-3h-2Z"/></svg>
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<span class="md-icon" title="Last update">
<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 6V23h2.1l6.1-6.1-2.1-2M12.5 7v5.2l4 2.4-1 1L11 13V7h1.5M11 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-.1.2v1.8Z"/></svg>
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<span class="md-icon" title="Created">
<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-3h-2Z"/></svg>
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<span class="md-icon" title="Last update">
<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 6V23h2.1l6.1-6.1-2.1-2M12.5 7v5.2l4 2.4-1 1L11 13V7h1.5M11 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-.1.2v1.8Z"/></svg>
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<span class="md-icon" title="Created">
<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-3h-2Z"/></svg>
</span>
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</span>
</a>

</li>

<li class="md-nav__item">
<a href="#quick-access" class="md-nav__link">
<span class="md-ellipsis">
🔍 Quick Access
</span>
</a>

</li>

<li class="md-nav__item">
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</span>
</a>

</li>

<li class="md-nav__item">
<a href="#quick-access" class="md-nav__link">
<span class="md-ellipsis">
🔍 Quick Access
</span>
</a>

</li>

<li class="md-nav__item">
Expand Down Expand Up @@ -836,15 +818,21 @@ <h2 id="announcements">🔥Announcements<a class="headerlink" href="#announcemen
<p>Excited to partner with The IMDA Singapore AI Verify Foundation to build robust AI safety and controllability measures!</p>
<p>Grateful to <a href="https://www.tensorplex.ai/">Tensorplex</a> for their support with computing resources!</p>
</blockquote>
<h2 id="quick-access">🔍 Quick Access<a class="headerlink" href="#quick-access" title="Permanent link">&para;</a></h2>
<!--
## 🔍 Quick Access
<div class="grid cards">
<ul>
<li><a href="https://github.com/walledai/walledeval"><span class="twemoji lg middle"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 .297c-6.63 0-12 5.373-12 12 0 5.303 3.438 9.8 8.205 11.385.6.113.82-.258.82-.577 0-.285-.01-1.04-.015-2.04-3.338.724-4.042-1.61-4.042-1.61C4.422 18.07 3.633 17.7 3.633 17.7c-1.087-.744.084-.729.084-.729 1.205.084 1.838 1.236 1.838 1.236 1.07 1.835 2.809 1.305 3.495.998.108-.776.417-1.305.76-1.605-2.665-.3-5.466-1.332-5.466-5.93 0-1.31.465-2.38 1.235-3.22-.135-.303-.54-1.523.105-3.176 0 0 1.005-.322 3.3 1.23.96-.267 1.98-.399 3-.405 1.02.006 2.04.138 3 .405 2.28-1.552 3.285-1.23 3.285-1.23.645 1.653.24 2.873.12 3.176.765.84 1.23 1.91 1.23 3.22 0 4.61-2.805 5.625-5.475 5.92.42.36.81 1.096.81 2.22 0 1.606-.015 2.896-.015 3.286 0 .315.21.69.825.57C20.565 22.092 24 17.592 24 12.297c0-6.627-5.373-12-12-12"/></svg></span> <strong><font size="4" style="margin-left:10px">GitHub</font></strong></a></li>
<li><a href="https://arxiv.org/abs/2408.03837"><span class="twemoji lg middle"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3.842 0a1.004 1.004 0 0 0-.922.608c-.153.369-.044.627.294 1.111l6.919 8.36-1.023 1.106a1.04 1.04 0 0 0 .003 1.423l1.23 1.313-5.44 6.444c-.28.3-.453.823-.297 1.199a1.025 1.025 0 0 0 .959.635.913.913 0 0 0 .689-.34l5.783-6.126 7.49 8.005a.853.853 0 0 0 .684.26.958.958 0 0 0 .877-.615c.158-.377-.017-.75-.306-1.14L13.73 13.9l1.064-1.13a.963.963 0 0 0 .009-1.317L4.633.465S4.26.01 3.867 0zm0 .272h.017c.218.005.487.272.564.364l.005.006.005.005 10.17 10.99a.692.692 0 0 1-.008.946l-1.066 1.133-1.498-1.772-8.6-10.39c-.328-.472-.352-.619-.26-.841a.73.73 0 0 1 .671-.44Zm14.341 1.57a.877.877 0 0 0-.655.242l-5.696 6.158 1.694 1.832 5.309-6.514c.325-.433.479-.66.325-1.029a1.12 1.12 0 0 0-.977-.689zm-7.655 12.282 1.318 1.414-5.786 6.13a.65.65 0 0 1-.496.26.752.752 0 0 1-.706-.467c-.112-.269.036-.687.244-.909l.005-.005.005-.006z"/></svg></span> <strong>arXiv</strong></a></li>
<li><a href="https://paperswithcode.com/paper/walledeval-a-comprehensive-safety-evaluation"><span class="twemoji lg middle"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M0 2v20h4.4v-2.4h-2V4.4h2V2H0Zm19.6 0v2.4h2v15.2h-2V22H24V2h-4.4Zm-16 3.6v12.8H6V5.6H3.6Zm7.2 0v12.8h2.4V5.6h-2.4Zm7.2 0v12.8h2.4V5.6H18Zm-10.8.8v11.2h2.4V6.4H7.2Zm7.2 0v11.2h2.4V6.4h-2.4Z"/></svg></span> <strong>Papers With Code</strong></a></li>
<li><a href="https://www.semanticscholar.org/paper/WalledEval%3A-A-Comprehensive-Safety-Evaluation-for-Gupta-Yau/5c7da78b978e2ef6cc791cfbf98dafbcb59f758b"><span class="twemoji lg middle"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M24 8.609c-.848.536-1.436.83-2.146 1.245-4.152 2.509-8.15 5.295-11.247 8.981l-1.488 1.817-4.568-7.268c1.021.814 3.564 3.098 4.603 3.599l3.356-2.526c2.336-1.644 8.946-5.226 11.49-5.848ZM8.046 15.201c.346.277.692.537.969.744.761-3.668.121-7.613-1.886-11.039 3.374-.052 6.731-.087 10.105-.139a14.794 14.794 0 0 1 1.298 5.295c.294-.156.588-.294.883-.433-.104-1.868-.641-3.91-1.662-6.263-4.602-.018-9.188-.018-13.79-.018 2.993 3.547 4.36 7.839 4.083 11.853Zm-.623-.484c.087.086.191.155.277.225-.138-3.409-1.419-6.887-3.824-9.881H1.73c3.098 2.855 4.984 6.299 5.693 9.656Zm-.744-.658c.104.087.208.173.329.277-.9-2.526-2.492-5.018-4.741-7.198H0c2.89 2.076 5.122 4.481 6.679 6.921Z"/></svg></span> <strong>Semantic Scholar</strong></a></li>
</ul>
<a href="https://paperswithcode.com/paper/walledeval-a-comprehensive-safety-evaluation" class="card"><div markdown>
:simple-paperswithcode: Papers With Code
</div></a>
<a href="https://www.semanticscholar.org/paper/WalledEval%3A-A-Comprehensive-Safety-Evaluation-for-Gupta-Yau/5c7da78b978e2ef6cc791cfbf98dafbcb59f758b" class="card">
:simple-semanticscholar: Semantic Scholar
</a>
</div>
-->

<h2 id="resources">📚 Resources<a class="headerlink" href="#resources" title="Permanent link">&para;</a></h2>
<ul>
<li><a href="https://arxiv.org/abs/2408.03837"><strong>Technical Report</strong></a>: Overview of Framework design and key flows to adopt</li>
Expand Down Expand Up @@ -891,7 +879,7 @@ <h2 id="citing-walledeval">🖊️ Citing WalledEval<a class="headerlink" href="
<span class="md-icon" title="Last update">
<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 6V23h2.1l6.1-6.1-2.1-2M12.5 7v5.2l4 2.4-1 1L11 13V7h1.5M11 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-.1.2v1.8Z"/></svg>
</span>
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<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 9, 2024</span>
</span>


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<span class="md-icon" title="Created">
<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-3h-2Z"/></svg>
</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 11, 2024</span>
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<span class="md-icon" title="Last update">
<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 6V23h2.1l6.1-6.1-2.1-2M12.5 7v5.2l4 2.4-1 1L11 13V7h1.5M11 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-.1.2v1.8Z"/></svg>
</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 11, 2024</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 9, 2024</span>
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Expand All @@ -936,7 +936,7 @@ <h2 id="notes-during-installation">🗒️ Notes during Installation<a class="he
<span class="md-icon" title="Created">
<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-3h-2Z"/></svg>
</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 11, 2024</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 9, 2024</span>
</span>


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4 changes: 2 additions & 2 deletions llm/huggingface/index.html
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Expand Up @@ -794,7 +794,7 @@ <h2 id="generic-generation">Generic Generation<a class="headerlink" href="#gener
<span class="md-icon" title="Last update">
<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 6V23h2.1l6.1-6.1-2.1-2M12.5 7v5.2l4 2.4-1 1L11 13V7h1.5M11 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-.1.2v1.8Z"/></svg>
</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 11, 2024</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 9, 2024</span>
</span>


Expand All @@ -804,7 +804,7 @@ <h2 id="generic-generation">Generic Generation<a class="headerlink" href="#gener
<span class="md-icon" title="Created">
<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-3h-2Z"/></svg>
</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 11, 2024</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 9, 2024</span>
</span>


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4 changes: 2 additions & 2 deletions llm/index.html
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Expand Up @@ -715,7 +715,7 @@ <h1 id="llms-walledevalllm">LLMs (<code>walledeval.llm</code>)<a class="headerli
<span class="md-icon" title="Last update">
<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 6V23h2.1l6.1-6.1-2.1-2M12.5 7v5.2l4 2.4-1 1L11 13V7h1.5M11 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-.1.2v1.8Z"/></svg>
</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 11, 2024</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 9, 2024</span>
</span>


Expand All @@ -725,7 +725,7 @@ <h1 id="llms-walledevalllm">LLMs (<code>walledeval.llm</code>)<a class="headerli
<span class="md-icon" title="Created">
<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-3h-2Z"/></svg>
</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 11, 2024</span>
<span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-date">August 9, 2024</span>
</span>


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