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<h1 id="others"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512"><!--! Font Awesome Free 6.6.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2024 Fonticons, Inc.--><path d="M400 255.4V208c0-8.8-7.2-16-16-16h-94.5c-50.9 0-93.9 33.5-108.3 79.6-3.3-9.4-5.2-19.8-5.2-31.6 0-61.9 50.1-112 112-112h96c8.8 0 16-7.2 16-16V64.6L506 160l-106 95.4zM336 240h16v48c0 17.7 14.3 32 32 32h3.7c7.9 0 15.5-2.9 21.4-8.2l139-125.1c7.6-6.8 11.9-16.5 11.9-26.7s-4.3-19.9-11.9-26.7L409.9 8.9C403.5 3.2 395.3 0 386.7 0 367.5 0 352 15.5 352 34.7V80h-64c-88.4 0-160 71.6-160 160 0 60.4 34.6 99.1 63.9 120.9 5.9 4.4 11.5 8.1 16.7 11.2 4.4 2.7 8.5 4.9 11.9 6.6 3.4 1.7 6.2 3 8.2 3.9 2.2 1 4.6 1.4 7.1 1.4h2.5c9.8 0 17.8-8 17.8-17.8 0-7.8-5.3-14.7-11.6-19.5-.4-.3-.7-.5-1.1-.8-1.7-1.1-3.4-2.5-5-4.1-.8-.8-1.7-1.6-2.5-2.6s-1.6-1.9-2.4-2.9c-1.8-2.5-3.5-5.3-5-8.5-2.6-6-4.3-13.3-4.3-22.4 0-36.1 29.3-65.5 65.5-65.5h46.5zM72 32C32.2 32 0 64.2 0 104v336c0 39.8 32.2 72 72 72h336c39.8 0 72-32.2 72-72v-64c0-13.3-10.7-24-24-24s-24 10.7-24 24v64c0 13.3-10.7 24-24 24H72c-13.3 0-24-10.7-24-24V104c0-13.3 10.7-24 24-24h64c13.3 0 24-10.7 24-24s-10.7-24-24-24H72z"/></svg></span> Others<a class="headerlink" href="#others" title="Permanent link">#</a></h1>
<h2 id="google-colab"><strong>Google Colab</strong><a class="headerlink" href="#google-colab" title="Permanent link">#</a></h2>
<p><a href="https://colab.research.google.com/github/lstein/stable-diffusion/blob/main/notebooks/Stable_Diffusion_AI_Notebook.ipynb"><img align="right" alt="Open In Colab" src="https://colab.research.google.com/assets/colab-badge.svg" /></a></p>
<p>Open and follow instructions to use an isolated environment running Dream.</p>
<p>Output Example:</p>
<p><img alt="Colab Notebook" src="../../assets/colab_notebook.png" /></p>
<hr />
<h2 id="invisible-watermark"><strong>Invisible Watermark</strong><a class="headerlink" href="#invisible-watermark" title="Permanent link">#</a></h2>
<p>In keeping with the principles for responsible AI generation, and to
help AI researchers avoid synthetic images contaminating their
training sets, InvokeAI adds an invisible watermark to each of the
final images it generates. The watermark consists of the text
"InvokeAI" and can be viewed using the
<a href="https://github.com/ShieldMnt/invisible-watermark">invisible-watermarks</a>
tool.</p>
<p>Watermarking is controlled using the <code>invisible-watermark</code> setting in
<code>invokeai.yaml</code>. To turn it off, add the following line under the <code>Features</code>
category.</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>invisible_watermark: false
</code></pre></div>
<h2 id="weighted-prompts"><strong>Weighted Prompts</strong><a class="headerlink" href="#weighted-prompts" title="Permanent link">#</a></h2>
<p>You may weight different sections of the prompt to tell the sampler to attach different levels of
priority to them, by adding <code>:&lt;percent&gt;</code> to the end of the section you wish to up- or downweight. For
example consider this prompt:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a><span class="o">(</span>tabby<span class="w"> </span>cat<span class="o">)</span>:0.25<span class="w"> </span><span class="o">(</span>white<span class="w"> </span>duck<span class="o">)</span>:0.75<span class="w"> </span>hybrid
</code></pre></div>
<p>This will tell the sampler to invest 25% of its effort on the tabby cat aspect of the image and 75%
on the white duck aspect (surprisingly, this example actually works). The prompt weights can use any
combination of integers and floating point numbers, and they do not need to add up to 1.</p>
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