2585 lines
45 KiB
HTML
2585 lines
45 KiB
HTML
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<meta name="description" content="Discover how to use Stable Diffusion in Google Colab without a high-end GPU or CPU. Follow this step-by-step guide to unleash the power of Stable Diffusion and create stunning, high-quality images. Don’t miss out on this opportunity!" />
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<meta property="og:description" content="Discover how to use Stable Diffusion in Google Colab without a high-end GPU or CPU. Follow this step-by-step guide to unleash the power of Stable Diffusion and create stunning, high-quality images. Don’t miss out on this opportunity!" />
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<span>How to Use Stable Diffusion in Google Colab for Free A Step-by-Step Guide</span>
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<article class="px-1">
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<header>
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<h1 data-toc-skip>How to Use Stable Diffusion in Google Colab for Free A Step-by-Step Guide</h1>
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Nov 9, 2023
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<a href="/assets/generated_image_2023-11-09-08-49-22.png" class="popup img-link preview-img shimmer"><img src="/assets/generated_image_2023-11-09-08-49-22.png" alt="How to Use Stable Diffusion in Google Colab for Free A Step-by-Step Guide" width="1200" height="630" loading="lazy"></a><figcaption class="text-center pt-2 pb-2">How to Use Stable Diffusion in Google Colab for Free A Step-by-Step Guide</figcaption></div>
|
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By
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<a href="https://twitter.com/username">ajaysi</a>
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title="1165 words"
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>
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<em>6 min</em> read</span>
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|
||
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|
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</header>
|
||
|
||
<div class="content">
|
||
<p>Introduction:
|
||
Are you ready to unlock the power of Stable Diffusion without the need for a high-end GPU or CPU? In this step-by-step guide, we’ll show you how to use Stable Diffusion in Google Colab for free. Get ready to create stunning, high-quality images using this incredible tool. No more limitations - let’s dive in!</p>
|
||
|
||
<p><a href="/assets/generated_image_2023-11-09-08-49-57.png" class="popup img-link shimmer"><img src="/assets/generated_image_2023-11-09-08-49-57.png" alt="img-description" loading="lazy"></a><em>Image Caption</em></p>
|
||
|
||
<p>Title: How to Use Stable Diffusion in Google Colab for Free: A Step-by-Step Guide</p>
|
||
|
||
<p>Meta-description: Learn how to use Stable Diffusion in Google Colab without the need for a high-end GPU or CPU. This comprehensive guide provides a step-by-step process to help you utilize Stable Diffusion and install desired models. Read on to discover how you can create stunning, high-quality images using this powerful tool.</p>
|
||
|
||
<h2 id="introduction"><span class="me-2">Introduction</span><a href="#introduction" class="anchor text-muted"><i class="fas fa-hashtag"></i></a></h2>
|
||
<p>Are you interested in using Stable Diffusion but don’t have access to a high-end GPU or computer specs? Look no further! In this article, we’ll show you how to use Stable Diffusion in Google Colab for free. We’ll provide you with a Google Collab notebook that allows you to not only use Stable Diffusion but also install your desired models. So let’s dive into the details and learn how to use Stable Diffusion without any further ado.</p>
|
||
|
||
<h2 id="step-by-step-guide"><span class="me-2">Step-by-Step Guide</span><a href="#step-by-step-guide" class="anchor text-muted"><i class="fas fa-hashtag"></i></a></h2>
|
||
<ol>
|
||
<li>
|
||
<p>Set up Google Colab and Select T4 GPU
|
||
Using Google Colab, you can access Stable Diffusion for free. Start by going to the Runtime tab and selecting “Change Runtime.” Ensure that you select the T4 GPU option instead of the default CPU. Once done, save your settings and click on the Connect button to establish a connection to your GPU.</p>
|
||
</li>
|
||
<li>
|
||
<p>Execute the Code
|
||
In the Google Colab notebook, navigate to the first cell and click on the “Run” button. This will execute the code necessary to run Stable Diffusion. Please note that this process may take approximately 3 to 4 minutes. So be patient and wait for the green check mark to appear on the first cell.</p>
|
||
</li>
|
||
<li>
|
||
<p>Explore Stable Diffusion Models
|
||
Before proceeding to the next step, click on the provided link in the notebook. This link will showcase all the available Stable Diffusion models that you can install within the Google Colab notebook. By default, the “Stable Diffusion Realistic version 5” will be selected. If you prefer a different version, you can easily switch by replacing the word “false” with “true” in the notebook. Feel free to explore the models and make your selection.</p>
|
||
</li>
|
||
<li>
|
||
<p>Install Desired Models
|
||
If you wish to install additional models from Civit AI, you have that option too. We’ll guide you through this process later in the article. For now, simply close the models selection window and proceed to run the second cell. This step may also take a few minutes, and if you encounter any errors, don’t worry as it’s a normal part of the process. Just rerun the cell to continue.</p>
|
||
</li>
|
||
<li>
|
||
<p>Access the Invoke AI Link
|
||
Once the second step is completed, you’ll notice the green check mark on the second cell. Now, run the third cell and wait for the Invoke AI link to appear. It’s important not to open this link yet; instead, continue to the next step.</p>
|
||
</li>
|
||
<li>
|
||
<p>Explore the Invoke AI Interface
|
||
Click on the first link provided in the notebook to access the Invoke AI interface. Here, you’ll find the super duper Stable Diffusion. The interface allows you to enter prompts, select the number of images, specify the number of steps, and view the list of installed models.</p>
|
||
</li>
|
||
<li>
|
||
<p>Install Your Desired Models
|
||
To install additional models, click on the “Model Manager” option and choose “Import Model.” You’ll need to paste the link of the desired model, which you can find on Civit AI’s website. Once you’ve added the link, the model will be imported, and you can find it in the model section of the interface. This process may take some time, so be patient.</p>
|
||
</li>
|
||
<li>
|
||
<p>Generate Images
|
||
After installing your desired models, it’s time to generate images. Enter a prompt in the interface, such as “a beautiful lady with freckles in a coffee shop” or “a bouquet hyper-realistic.” Once you’re ready, click on the “Invoke” button to generate the image. While the image is being generated, we invite you to join our WhatsApp channel, where we share the latest AI news and cool AI stuff. Find the link in the description below.</p>
|
||
</li>
|
||
<li>
|
||
<p>Upscale Your Images
|
||
If you’d like to upscale your image, simply click on the “Upscale” button in the interface. Choose your desired upscaling model, such as “real s10 4x plus,” and click on the “Upscale Image” option. This will start the upscaling process.</p>
|
||
</li>
|
||
<li>
|
||
<p>Download Your Image
|
||
Once the upscaling process is complete, you can download your image by selecting it and choosing the “Download Image” option. Feel free to experiment with different seed values, the number of images, and the number of steps to enhance your creations further. Additionally, the interface offers a canvas option that we can’t cover in this article due to time constraints.</p>
|
||
</li>
|
||
</ol>
|
||
|
||
<h2 id="conclusion"><span class="me-2">Conclusion</span><a href="#conclusion" class="anchor text-muted"><i class="fas fa-hashtag"></i></a></h2>
|
||
<p>Congratulations! You’ve successfully learned how to use Stable Diffusion in Google Colab without the need for a high-end GPU or CPU. By following the step-by-step guide provided, you can now create stunning images using Stable Diffusion and even install your desired models. We hope you found this article helpful and encourage you to give it a thumbs up if you did. Stay tuned for more informative content, and we’ll see you in the next article!</p>
|
||
|
||
<p>FAQs:
|
||
Q1: What is Stable Diffusion?
|
||
A1: Stable Diffusion is a powerful tool that allows users to generate high-quality images using advanced AI algorithms.</p>
|
||
|
||
<p>Q2: Can I use Stable Diffusion for free?
|
||
A2: Yes, you can use Stable Diffusion for free by utilizing Google Colab and following the steps outlined in this article.</p>
|
||
|
||
<p>Q3: Do I need a high-end GPU or CPU to use Stable Diffusion?
|
||
A3: No, you can use Stable Diffusion without a high-end GPU or CPU by leveraging the capabilities of Google Colab.</p>
|
||
|
||
<p>Q4: Can I install my desired models in Stable Diffusion?
|
||
A4: Absolutely! This article provides instructions on how to install your desired models, including those from Civit AI.</p>
|
||
|
||
<p>Q5: How can I upscale my images in Stable Diffusion?
|
||
A5: The article explains how to upscale your images using the upscaling feature available in the Stable Diffusion interface.</p>
|
||
|
||
<p>Q6: Where can I find the link to join the WhatsApp channel?
|
||
A6: You can find the link to join the WhatsApp channel in the description below the article.</p>
|
||
|
||
<h3 id="conclusion-1"><span class="me-2">Conclusion</span><a href="#conclusion-1" class="anchor text-muted"><i class="fas fa-hashtag"></i></a></h3>
|
||
|
||
<ul>
|
||
<li>Use Google Colab and select T4 GPU for free access to Stable Diffusion</li>
|
||
<li>Execute the code in the notebook to run Stable Diffusion</li>
|
||
<li>Explore and install different Stable Diffusion models</li>
|
||
<li>Install additional models from Civit AI</li>
|
||
<li>Access the Invoke AI link to use Stable Diffusion interface</li>
|
||
<li>Install desired models in the interface through Model Manager</li>
|
||
<li>Generate images by entering prompts and clicking “Invoke”</li>
|
||
<li>Upscale images using the upscaling feature</li>
|
||
<li>Download the final image and experiment with different settings</li>
|
||
<li>Conclusion: Learn how to use Stable Diffusion in Google Colab without high-end hardware and create stunning images.</li>
|
||
</ul>
|
||
|
||
</div>
|
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|
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<a href="/categories/technology/">Technology</a>,
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|
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href="/tags/stable-diffusion/"
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|
||
<section>
|
||
<h2 class="panel-heading">Trending Tags</h2>
|
||
<div class="d-flex flex-wrap mt-3 mb-1 me-3">
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/ai-advancements/">AI Advancements</a>
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/ai-animation-software/">AI Animation Software</a>
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/ai-chatbots/">AI chatbots</a>
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/ai-future-potential/">AI Future potential</a>
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/ai-latest/">AI latest</a>
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/ai/">AI</a>
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/animation-tools/">Animation Tools</a>
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/chatbots/">chatbots</a>
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/elon-musk-s-grok/">Elon Musk's Grok</a>
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/future-of-ai-assistants/">Future of AI Assistants</a>
|
||
|
||
</div>
|
||
</section>
|
||
|
||
|
||
</div>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<section id="toc-wrapper" class="ps-0 pe-4">
|
||
<h2 class="panel-heading ps-3 pt-2 mb-2">Contents</h2>
|
||
<nav id="toc"></nav>
|
||
</section>
|
||
|
||
|
||
|
||
</aside>
|
||
</div>
|
||
|
||
<div class="row">
|
||
<!-- tail -->
|
||
<div id="tail-wrapper" class="col-12 col-lg-11 col-xl-9 px-md-4">
|
||
|
||
|
||
<!-- Recommend the other 3 posts according to the tags and categories of the current post. -->
|
||
|
||
<!-- The total size of related posts -->
|
||
|
||
|
||
<!-- An random integer that bigger than 0 -->
|
||
|
||
|
||
<!-- Equals to TAG_SCORE / {max_categories_hierarchy} -->
|
||
|
||
|
||
|
||
|
||
|
||
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||
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|
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|
||
|
||
|
||
|
||
|
||
|
||
<aside id="related-posts" aria-labelledby="related-label">
|
||
<h3 class="mb-4" id="related-label">Further Reading</h3>
|
||
<nav class="row row-cols-1 row-cols-md-2 row-cols-xl-3 g-4 mb-4">
|
||
|
||
<article class="col">
|
||
<a href="/posts/State-of-AI-Report-2022-Unveiling-Innovations-and-Future-Trends-in-Artificial-Intelligence/" class="post-preview card h-100">
|
||
<div class="card-body">
|
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<!--
|
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Date format snippet
|
||
See: ${JS_ROOT}/utils/locale-dateime.js
|
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-->
|
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|
||
|
||
|
||
|
||
<time
|
||
|
||
data-ts="1699495335"
|
||
data-df="ll"
|
||
|
||
>
|
||
Nov 9, 2023
|
||
</time>
|
||
|
||
<h4 class="pt-0 my-2">State of AI Report 2022 Unveiling Innovations and Future Trends in Artificial Intelligence</h4>
|
||
<div class="text-muted">
|
||
<p>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
Welcome to the captivating world of Artificial Intelligence! In this blog article, we will delve into the highly influential State of AI Report 2022, unveiling the latest advancements and future po...
|
||
</p>
|
||
</div>
|
||
</div>
|
||
</a>
|
||
</article>
|
||
|
||
<article class="col">
|
||
<a href="/posts/Grok-Elon-Musks-Revolutionary-AI-Chatbot-Redefining-the-Industry/" class="post-preview card h-100">
|
||
<div class="card-body">
|
||
<!--
|
||
Date format snippet
|
||
See: ${JS_ROOT}/utils/locale-dateime.js
|
||
-->
|
||
|
||
|
||
|
||
|
||
<time
|
||
|
||
data-ts="1699496841"
|
||
data-df="ll"
|
||
|
||
>
|
||
Nov 9, 2023
|
||
</time>
|
||
|
||
<h4 class="pt-0 my-2">Grok Elon Musk's Revolutionary AI Chatbot Redefining the Industry</h4>
|
||
<div class="text-muted">
|
||
<p>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
Title: Elon Musk’s Grok: The Revolutionary AI Chatbot Revolutionizing the Industry
|
||
|
||
Meta-description: Discover the groundbreaking features and advantages of Elon Musk’s latest AI creation, Grok. Ex...
|
||
</p>
|
||
</div>
|
||
</div>
|
||
</a>
|
||
</article>
|
||
|
||
<article class="col">
|
||
<a href="/posts/The-Impact-of-Artificial-Intelligence-on-Microsofts-News-Website/" class="post-preview card h-100">
|
||
<div class="card-body">
|
||
<!--
|
||
Date format snippet
|
||
See: ${JS_ROOT}/utils/locale-dateime.js
|
||
-->
|
||
|
||
|
||
|
||
|
||
<time
|
||
|
||
data-ts="1699435777"
|
||
data-df="ll"
|
||
|
||
>
|
||
Nov 8, 2023
|
||
</time>
|
||
|
||
<h4 class="pt-0 my-2">The Impact of Artificial Intelligence on Microsoft's News Website</h4>
|
||
<div class="text-muted">
|
||
<p>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
Introduction
|
||
|
||
In recent times, Microsoft’s news website, MSN.com, has become a platform for controversial headlines and false stories. From conspiracy theories about the Democratic Party orchestrat...
|
||
</p>
|
||
</div>
|
||
</div>
|
||
</a>
|
||
</article>
|
||
|
||
</nav>
|
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</aside>
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<nav class="post-navigation d-flex justify-content-between" aria-label="Post Navigation">
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<a
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href="/posts/Grok-Elon-Musks-Revolutionary-AI-Chatbot-Redefining-the-Industry/"
|
||
class="btn btn-outline-primary"
|
||
aria-label="Older"
|
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>
|
||
<p>Grok Elon Musk's Revolutionary AI Chatbot Redefining the Industry</p>
|
||
</a>
|
||
|
||
|
||
|
||
<a
|
||
href="/posts/The-Top-5-AI-Animation-Software-Tools-Choose-the-Perfect-Tool-for-Your-Animation-Needs/"
|
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class="btn btn-outline-primary"
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aria-label="Newer"
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>
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<p>The Top 5 AI Animation Software Tools Choose the Perfect Tool for Your Animation Needs</p>
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<p>
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©
|
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|
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<a href="https://twitter.com/username">ajaysi</a>.
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<section>
|
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<h2 class="panel-heading">Trending Tags</h2>
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<div class="d-flex flex-wrap mt-3 mb-1 me-3">
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|
||
<a class="post-tag btn btn-outline-primary" href="/tags/ai-advancements/">AI Advancements</a>
|
||
|
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|
||
<a class="post-tag btn btn-outline-primary" href="/tags/ai-animation-software/">AI Animation Software</a>
|
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<a class="post-tag btn btn-outline-primary" href="/tags/ai-chatbots/">AI chatbots</a>
|
||
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|
||
<a class="post-tag btn btn-outline-primary" href="/tags/ai-future-potential/">AI Future potential</a>
|
||
|
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|
||
<a class="post-tag btn btn-outline-primary" href="/tags/ai-latest/">AI latest</a>
|
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|
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|
||
<a class="post-tag btn btn-outline-primary" href="/tags/ai/">AI</a>
|
||
|
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|
||
<a class="post-tag btn btn-outline-primary" href="/tags/animation-tools/">Animation Tools</a>
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/chatbots/">chatbots</a>
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/elon-musk-s-grok/">Elon Musk's Grok</a>
|
||
|
||
|
||
<a class="post-tag btn btn-outline-primary" href="/tags/future-of-ai-assistants/">Future of AI Assistants</a>
|
||
|
||
</div>
|
||
</section>
|
||
|
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|
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</div>
|
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<div id="search-results" class="d-flex flex-wrap justify-content-center text-muted mt-3"></div>
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</div>
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</div>
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</div>
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<aside aria-label="Scroll to Top">
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<button id="back-to-top" type="button" class="btn btn-lg btn-box-shadow">
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<i class="fas fa-angle-up"></i>
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</aside>
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</div>
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<div id="mask"></div>
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<aside
|
||
id="notification"
|
||
class="toast"
|
||
role="alert"
|
||
aria-live="assertive"
|
||
aria-atomic="true"
|
||
data-bs-animation="true"
|
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data-bs-autohide="false"
|
||
>
|
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<div class="toast-header">
|
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<button
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||
type="button"
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class="btn-close ms-auto"
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data-bs-dismiss="toast"
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aria-label="Close"
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></button>
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</div>
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<div class="toast-body text-center pt-0">
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<p class="px-2 mb-3">A new version of content is available.</p>
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<button type="button" class="btn btn-primary" aria-label="Update">
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Update
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</aside>
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<!-- JavaScripts -->
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<!-- JS selector for site. -->
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<!-- commons -->
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<!-- layout specified -->
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<!-- image lazy-loading & popup & clipboard -->
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|
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|
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|
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|
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|
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|
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|
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|
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<script src="https://cdn.jsdelivr.net/combine/npm/jquery@3.7.1/dist/jquery.min.js,npm/bootstrap@5.3.2/dist/js/bootstrap.bundle.min.js,npm/simple-jekyll-search@1.10.0/dest/simple-jekyll-search.min.js,npm/loading-attribute-polyfill@2.1.1/dist/loading-attribute-polyfill.umd.min.js,npm/magnific-popup@1.1.0/dist/jquery.magnific-popup.min.js,npm/clipboard@2.0.11/dist/clipboard.min.js,npm/dayjs@1.11.10/dayjs.min.js,npm/dayjs@1.11.10/locale/en.min.js,npm/dayjs@1.11.10/plugin/relativeTime.min.js,npm/dayjs@1.11.10/plugin/localizedFormat.min.js,npm/tocbot@4.21.2/dist/tocbot.min.js"></script>
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<script defer src="/assets/js/dist/post.min.js"></script>
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<!--
|
||
Jekyll Simple Search loader
|
||
See: <https://github.com/christian-fei/Simple-Jekyll-Search>
|
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-->
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<script>
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/* Note: dependent library will be loaded in `js-selector.html` */
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SimpleJekyllSearch({
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searchInput: document.getElementById('search-input'),
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resultsContainer: document.getElementById('search-results'),
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json: '/assets/js/data/search.json',
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searchResultTemplate: ' <article class="px-1 px-sm-2 px-lg-4 px-xl-0"> <header> <h2><a href="{url}">{title}</a></h2> <div class="post-meta d-flex flex-column flex-sm-row text-muted mt-1 mb-1"> {categories} {tags} </div> </header> <p>{snippet}</p> </article>',
|
||
noResultsText: '<p class="mt-5"></p>',
|
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templateMiddleware: function(prop, value, template) {
|
||
if (prop === 'categories') {
|
||
if (value === '') {
|
||
return `${value}`;
|
||
} else {
|
||
return `<div class="me-sm-4"><i class="far fa-folder fa-fw"></i>${value}</div>`;
|
||
}
|
||
}
|
||
|
||
if (prop === 'tags') {
|
||
if (value === '') {
|
||
return `${value}`;
|
||
} else {
|
||
return `<div><i class="fa fa-tag fa-fw"></i>${value}</div>`;
|
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}
|
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}
|
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}
|
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});
|
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</script>
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</body>
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</html>
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