10.9 kB

	<meta charset="utf-8" /><meta name="hf:doc:metadata" content="{"title":"Getting Started with Modular Diffusers","local":"getting-started-with-modular-diffusers","sections":[{"title":"🚀 Running Pipelines","local":"-running-pipelines","sections":[],"depth":3},{"title":"📚 Creating PipelineBlocks","local":"-creating-pipelineblocks","sections":[],"depth":3},{"title":"🎯 Practical Examples","local":"-practical-examples","sections":[],"depth":3}],"depth":1}">
	<link href="/docs/diffusers/pr_11797/en/_app/immutable/assets/0.e3b0c442.css" rel="modulepreload">
	<link rel="modulepreload" href="/docs/diffusers/pr_11797/en/_app/immutable/entry/start.2e1ee9a7.js">
	<link rel="modulepreload" href="/docs/diffusers/pr_11797/en/_app/immutable/chunks/scheduler.8c3d61f6.js">
	<link rel="modulepreload" href="/docs/diffusers/pr_11797/en/_app/immutable/chunks/singletons.702cc21f.js">
	<link rel="modulepreload" href="/docs/diffusers/pr_11797/en/_app/immutable/chunks/index.0997d446.js">
	<link rel="modulepreload" href="/docs/diffusers/pr_11797/en/_app/immutable/chunks/paths.ec7f49a7.js">
	<link rel="modulepreload" href="/docs/diffusers/pr_11797/en/_app/immutable/entry/app.87c95e21.js">
	<link rel="modulepreload" href="/docs/diffusers/pr_11797/en/_app/immutable/chunks/index.da70eac4.js">
	<link rel="modulepreload" href="/docs/diffusers/pr_11797/en/_app/immutable/nodes/0.7e207bc6.js">
	<link rel="modulepreload" href="/docs/diffusers/pr_11797/en/_app/immutable/chunks/each.e59479a4.js">
	<link rel="modulepreload" href="/docs/diffusers/pr_11797/en/_app/immutable/nodes/233.2b1b6baf.js">
	<link rel="modulepreload" href="/docs/diffusers/pr_11797/en/_app/immutable/chunks/Tip.1d9b8c37.js">
	<link rel="modulepreload" href="/docs/diffusers/pr_11797/en/_app/immutable/chunks/getInferenceSnippets.725ed3d4.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{"title":"Getting Started with Modular Diffusers","local":"getting-started-with-modular-diffusers","sections":[{"title":"🚀 Running Pipelines","local":"-running-pipelines","sections":[],"depth":3},{"title":"📚 Creating PipelineBlocks","local":"-creating-pipelineblocks","sections":[],"depth":3},{"title":"🎯 Practical Examples","local":"-practical-examples","sections":[],"depth":3}],"depth":1}"><!-- HEAD_svelte-u9bgzb_END --> <p></p> <h1 class="relative group"><a id="getting-started-with-modular-diffusers" 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="#getting-started-with-modular-diffusers"><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>Getting Started with Modular Diffusers</span></h1> <div class="course-tip course-tip-orange bg-gradient-to-br dark:bg-gradient-to-r before:border-orange-500 dark:before:border-orange-800 from-orange-50 dark:from-gray-900 to-white dark:to-gray-950 border border-orange-50 text-orange-700 dark:text-gray-400"><p data-svelte-h="svelte-11qh5l3">🧪 <strong>Experimental Feature</strong>: Modular Diffusers is an experimental feature we are actively developing. The API may be subject to breaking changes.</p></div> <p data-svelte-h="svelte-1hmp824">With Modular Diffusers, we introduce a unified pipeline system that simplifies how you work with diffusion models. Instead of creating separate pipelines for each task, Modular Diffusers lets you:</p> <p data-svelte-h="svelte-13edyug"><strong>Write Only What’s New</strong>: You won’t need to write an entire pipeline from scratch every time you have a new use case. You can create pipeline blocks just for your new workflow’s unique aspects and reuse existing blocks for existing functionalities.</p> <p data-svelte-h="svelte-uk9ahp"><strong>Assemble Like LEGO®</strong>: You can mix and match between blocks in flexible ways. This allows you to write dedicated blocks unique to specific workflows, and then assemble different blocks into a pipeline that can be used more conveniently for multiple workflows.</p> <p data-svelte-h="svelte-7t1i50">Here’s how our guides are organized to help you navigate the Modular Diffusers documentation:</p> <h3 class="relative group"><a id="-running-pipelines" 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="#-running-pipelines"><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>🚀 Running Pipelines</span></h3> <ul data-svelte-h="svelte-14l0erg"><li><strong><a href="./modular_pipeline.md">Modular Pipeline Guide</a></strong> - How to use predefined blocks to build a pipeline and run it</li> <li><strong><a href="./components_manager.md">Components Manager Guide</a></strong> - How to manage and reuse components across multiple pipelines</li></ul> <h3 class="relative group"><a id="-creating-pipelineblocks" 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="#-creating-pipelineblocks"><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>📚 Creating PipelineBlocks</span></h3> <ul data-svelte-h="svelte-vvgpq6"><li><strong><a href="./modular_diffusers_states.md">Pipeline and Block States</a></strong> - Understanding PipelineState and BlockState</li> <li><strong><a href="./pipeline_block.md">Pipeline Block</a></strong> - How to write custom PipelineBlocks</li> <li><strong><a href="sequential_pipeline_blocks.md">SequentialPipelineBlocks</a></strong> - Connecting blocks in sequence</li> <li><strong><a href="./loop_sequential_pipeline_blocks.md">LoopSequentialPipelineBlocks</a></strong> - Creating iterative workflows</li> <li><strong><a href="./auto_pipeline_blocks.md">AutoPipelineBlocks</a></strong> - Conditional block selection</li></ul> <h3 class="relative group"><a id="-practical-examples" 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="#-practical-examples"><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>🎯 Practical Examples</span></h3> <ul data-svelte-h="svelte-jhlis5"><li><strong><a href="./end_to_end_guide.md">End-to-End Example</a></strong> - Complete end-to-end examples including sharing your workflow in huggingface hub and deplying UI nodes</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"><</span> <span data-svelte-h="svelte-x0xyl0">></span> <span data-svelte-h="svelte-1dajgef"><span class="underline ml-1.5">Update</span> on GitHub</span></a> <p></p>

	<script>
	{
	__sveltekit_9fqn6m = {
	assets: "/docs/diffusers/pr_11797/en",
	base: "/docs/diffusers/pr_11797/en",
	env: {}
	};

	const element = document.currentScript.parentElement;

	const data = [null,null];

	Promise.all([
	import("/docs/diffusers/pr_11797/en/_app/immutable/entry/start.2e1ee9a7.js"),
	import("/docs/diffusers/pr_11797/en/_app/immutable/entry/app.87c95e21.js")
	]).then(([kit, app]) => {
	kit.start(app, element, {
	node_ids: [0, 233],
	data,
	form: null,
	error: null
	});
	});
	}
	</script>

Xet Storage Details

Size:: 10.9 kB
Xet hash:: b1207df69676613a4a53bb5e8bca98471941562f642a0255bc0bf20b59c73304

Xet efficiently stores files, intelligently splitting them into unique chunks and accelerating uploads and downloads. More info.