1462 lines
32 KiB
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1462 lines
32 KiB
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<link rel="canonical" href="https://awslabs.github.io/stable-diffusion-aws-extension/">
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<link rel="next" href="solution-overview/features-and-benefits/">
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<meta name="generator" content="mkdocs-1.6.0, mkdocs-material-9.5.30">
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<title>Overview - Extension for Stable Diffusion on AWS</title>
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<style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
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<script>__md_scope=new URL(".",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
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<img src="https://s3.cn-north-1.amazonaws.com.cn/aws-assets-prod/libra-css/images/site/fav/favicon.ico" alt="logo">
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Extension for Stable Diffusion on AWS
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<div class="md-header__topic" data-md-component="header-topic">
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<span class="md-ellipsis">
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Overview
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 496 512"><!--! 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="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6zm-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3zm44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9zM244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8zM97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1zm-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7zm32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1zm-11.4-14.7c-1.6 1-1.6 3.6 0 5.9 1.6 2.3 4.3 3.3 5.6 2.3 1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2z"/></svg>
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<div class="md-source__repository">
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awslabs/stable-diffusion-aws-extension
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</a>
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<li class="md-tabs__item md-tabs__item--active">
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Implementation Guide
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Extension for Stable Diffusion on AWS
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<a href="https://github.com/awslabs/stable-diffusion-aws-extension" title="Go to repository" class="md-source" data-md-component="source">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 496 512"><!--! 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="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6zm-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3zm44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9zM244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8zM97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1zm-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7zm32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1zm-11.4-14.7c-1.6 1-1.6 3.6 0 5.9 1.6 2.3 4.3 3.3 5.6 2.3 1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2z"/></svg>
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<div class="md-source__repository">
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awslabs/stable-diffusion-aws-extension
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Implementation Guide
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Implementation Guide
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Solution Overview
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Solution Overview
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<li class="md-nav__item md-nav__item--active">
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<input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
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<a href="." class="md-nav__link md-nav__link--active">
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<span class="md-ellipsis">
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Overview
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</a>
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<li class="md-nav__item">
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<a href="solution-overview/features-and-benefits/" class="md-nav__link">
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Features and benefits
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</a>
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</nav>
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<a href="cost/" class="md-nav__link">
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</a>
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</li>
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<label class="md-nav__link" for="__nav_1_3" id="__nav_1_3_label" tabindex="0">
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Architecture Overview
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Architecture diagram
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</a>
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</a>
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</ul>
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</nav>
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<span class="md-ellipsis">
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Plan your deployment
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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_1_4_label" aria-expanded="false">
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<label class="md-nav__title" for="__nav_1_4">
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<span class="md-nav__icon md-icon"></span>
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Plan your deployment
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<a href="plan-deployment/security/" class="md-nav__link">
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<span class="md-ellipsis">
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Security
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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="plan-deployment/regions/" class="md-nav__link">
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<span class="md-ellipsis">
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Supported regions
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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="plan-deployment/quotas/" class="md-nav__link">
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<span class="md-ellipsis">
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Quotas
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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 class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1_5" >
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<label class="md-nav__link" for="__nav_1_5" id="__nav_1_5_label" tabindex="0">
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<span class="md-ellipsis">
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Deploy the solution
|
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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_1_5_label" aria-expanded="false">
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<label class="md-nav__title" for="__nav_1_5">
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<span class="md-nav__icon md-icon"></span>
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Deploy the solution
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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="deployment/permissions/" class="md-nav__link">
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<span class="md-ellipsis">
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Permissions
|
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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="deployment/template/" class="md-nav__link">
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<span class="md-ellipsis">
|
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AWS CloudFormation template
|
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</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="deployment/deployment/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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Deploy for SD webUI
|
|
</span>
|
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|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
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<a href="deployment/deployment_comfyui/" class="md-nav__link">
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<span class="md-ellipsis">
|
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Deploy for ComfyUI
|
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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="deployment/deployment_for_existing_users/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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Update SD webUI
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</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="uninstall/" class="md-nav__link">
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<span class="md-ellipsis">
|
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Uninstall the solution
|
|
</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_1_7" >
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<label class="md-nav__link" for="__nav_1_7" id="__nav_1_7_label" tabindex="0">
|
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|
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|
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<span class="md-ellipsis">
|
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Use the solution
|
|
</span>
|
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|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
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|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_1_7_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_1_7">
|
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<span class="md-nav__icon md-icon"></span>
|
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Use the solution
|
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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">
|
|
<a href="user-guide/training-guide/" class="md-nav__link">
|
|
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<span class="md-ellipsis">
|
|
Kohya Training guide
|
|
</span>
|
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|
|
|
|
</a>
|
|
</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_1_7_2" >
|
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<label class="md-nav__link" for="__nav_1_7_2" id="__nav_1_7_2_label" tabindex="0">
|
|
|
|
|
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<span class="md-ellipsis">
|
|
SD webUI guide
|
|
</span>
|
|
|
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|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="3" aria-labelledby="__nav_1_7_2_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_1_7_2">
|
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<span class="md-nav__icon md-icon"></span>
|
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SD webUI guide
|
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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="user-guide/webUI/multi-user/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Configure API and Users Management
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
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<a href="user-guide/webUI/CloudAssetsManage/" class="md-nav__link">
|
|
|
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|
|
<span class="md-ellipsis">
|
|
Cloud Assets Management
|
|
</span>
|
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|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
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<a href="user-guide/webUI/txt2img-guide/" class="md-nav__link">
|
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|
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|
|
<span class="md-ellipsis">
|
|
txt2img guide
|
|
</span>
|
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|
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</a>
|
|
</li>
|
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<li class="md-nav__item">
|
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<a href="user-guide/webUI/img2img-guide/" class="md-nav__link">
|
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|
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|
|
<span class="md-ellipsis">
|
|
img2img guide
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="user-guide/webUI/controlnet-guide/" class="md-nav__link">
|
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|
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|
|
<span class="md-ellipsis">
|
|
controlNet guide
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
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<a href="user-guide/webUI/extensions-guide/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Other Extensions guide
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</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="user-guide/ComfyUI/inference/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
ComfyUI guide
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</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_1_8" >
|
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<label class="md-nav__link" for="__nav_1_8" id="__nav_1_8_label" tabindex="0">
|
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|
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<span class="md-ellipsis">
|
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Developer guide
|
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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_1_8_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_1_8">
|
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<span class="md-nav__icon md-icon"></span>
|
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Developer guide
|
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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">
|
|
<a href="developer-guide/source/" class="md-nav__link">
|
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|
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|
|
<span class="md-ellipsis">
|
|
Source code
|
|
</span>
|
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|
|
|
</a>
|
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</li>
|
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<li class="md-nav__item">
|
|
<a href="developer-guide/access/" class="md-nav__link">
|
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|
|
|
|
<span class="md-ellipsis">
|
|
API Access Restriction
|
|
</span>
|
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|
|
|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
|
<a href="developer-guide/api_upload_ckpt/" class="md-nav__link">
|
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|
|
|
|
<span class="md-ellipsis">
|
|
API Upload Checkpoint Process
|
|
</span>
|
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|
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|
|
</a>
|
|
</li>
|
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<li class="md-nav__item">
|
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<a href="developer-guide/api_inference_process/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
|
API Inference Process
|
|
</span>
|
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<h1>Overview</h1>
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<p>The Extension for Stable Diffusion on AWS solution helps customers migrate their existing Stable Diffusion model training, inference, and finetuning workloads from on-premises servers to Amazon SageMaker using extension and CloudFormation template. By leveraging elastic resources in the cloud, it accelerates model iteration and avoids performance bottlenecks associated with single-server deployments.</p>
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<p>This implementation guide provides an overview of the solution, its reference architecture and components, considerations for planning the deployment, configuration steps for deploying the solution to the Amazon Web Services (AWS) Cloud. </p>
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