diffusers/pr_12403/en/modular_diffusers/overview.html

<meta charset="utf-8" /><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Overview&quot;,&quot;local&quot;:&quot;overview&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Quickstart&quot;,&quot;local&quot;:&quot;quickstart&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;ModularPipelineBlocks&quot;,&quot;local&quot;:&quot;modularpipelineblocks&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;ModularPipeline&quot;,&quot;local&quot;:&quot;modularpipeline&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}">
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		<link rel="modulepreload" href="/docs/diffusers/pr_12403/en/_app/immutable/chunks/getInferenceSnippets.ea1775db.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Overview&quot;,&quot;local&quot;:&quot;overview&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Quickstart&quot;,&quot;local&quot;:&quot;quickstart&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;ModularPipelineBlocks&quot;,&quot;local&quot;:&quot;modularpipelineblocks&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2},{&quot;title&quot;:&quot;ModularPipeline&quot;,&quot;local&quot;:&quot;modularpipeline&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}"><!-- HEAD_svelte-u9bgzb_END -->      <p></p>   <h1 class="relative group"><a id="overview" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#overview"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Overview</span></h1> <blockquote class="warning" data-svelte-h="svelte-1d4at4b"><p>Modular Diffusers is under active development and it’s API may change.</p></blockquote> <p data-svelte-h="svelte-bw9ioy">Modular Diffusers is a unified pipeline system that simplifies your workflow with <em>pipeline blocks</em>.</p> <ul data-svelte-h="svelte-q2104f"><li>Blocks are reusable and you only need to create new blocks that are unique to your pipeline.</li> <li>Blocks can be mixed and matched to adapt to or create a pipeline for a specific workflow or multiple workflows.</li></ul> <p data-svelte-h="svelte-thlp04">The Modular Diffusers docs are organized as shown below.</p>  <h2 class="relative group"><a id="quickstart" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#quickstart"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Quickstart</span></h2> <ul data-svelte-h="svelte-1c2kzoi"><li>A <a href="./quickstart">quickstart</a> demonstrating how to implement an example workflow with Modular Diffusers.</li></ul>  <h2 class="relative group"><a id="modularpipelineblocks" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#modularpipelineblocks"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>ModularPipelineBlocks</span></h2> <ul data-svelte-h="svelte-k9mx5m"><li><a href="./modular_diffusers_states">States</a> explains how data is shared and communicated between blocks and <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a>.</li> <li><a href="./pipeline_block">ModularPipelineBlocks</a> is the most basic unit of a <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a> and this guide shows you how to create one.</li> <li><a href="./sequential_pipeline_blocks">SequentialPipelineBlocks</a> is a type of block that chains multiple blocks so they run one after another, passing data along the chain. This guide shows you how to create <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_blocks#diffusers.modular_pipelines.SequentialPipelineBlocks">SequentialPipelineBlocks</a> and how they connect and work together.</li> <li><a href="./loop_sequential_pipeline_blocks">LoopSequentialPipelineBlocks</a> is a type of block that runs a series of blocks in a loop. This guide shows you how to create <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_blocks#diffusers.modular_pipelines.LoopSequentialPipelineBlocks">LoopSequentialPipelineBlocks</a>.</li> <li><a href="./auto_pipeline_blocks">AutoPipelineBlocks</a> is a type of block that automatically chooses which blocks to run based on the input. This guide shows you how to create <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline_blocks#diffusers.modular_pipelines.AutoPipelineBlocks">AutoPipelineBlocks</a>.</li></ul>  <h2 class="relative group"><a id="modularpipeline" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#modularpipeline"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>ModularPipeline</span></h2> <ul data-svelte-h="svelte-190cazy"><li><a href="./modular_pipeline">ModularPipeline</a> shows you how to create and convert pipeline blocks into an executable <a href="/docs/diffusers/pr_12403/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a>.</li> <li><a href="./components_manager">ComponentsManager</a> shows you how to manage and reuse components across multiple pipelines.</li> <li><a href="./guiders">Guiders</a> shows you how to use different guidance methods in the pipeline.</li></ul> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/diffusers/blob/main/docs/source/en/modular_diffusers/overview.md" target="_blank"><span data-svelte-h="svelte-1kd6by1">&lt;</span> <span data-svelte-h="svelte-x0xyl0">&gt;</span> <span data-svelte-h="svelte-1dajgef"><span class="underline ml-1.5">Update</span> on GitHub</span></a>  <p></p> 
			
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