import{s as Gt,o as Wt,n as Ve}from"../chunks/scheduler.53228c21.js";import{S as kt,i as Bt,e as J,s as p,c as u,h as Ct,a as T,d as t,b as o,f as _t,g as f,j,k as Hs,l as xt,m as l,n as M,t as y,o as b,p as h}from"../chunks/index.100fac89.js";import{C as Xt}from"../chunks/CopyLLMTxtMenu.9360b11d.js";import{C as U}from"../chunks/CodeBlock.d30a6509.js";import{H as X,E as Vt}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.c9001d7a.js";import{H as Ss,a as Xe}from"../chunks/HfOption.fad27e59.js";function vt(Z){let n,d;return n=new U({props:{code:"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",highlighted:`<span class="hljs-keyword">import</span> torch
<span class="hljs-keyword">from</span> diffusers.modular_pipelines <span class="hljs-keyword">import</span> SequentialPipelineBlocks
<span class="hljs-keyword">from</span> diffusers.modular_pipelines.stable_diffusion_xl <span class="hljs-keyword">import</span> TEXT2IMAGE_BLOCKS

blocks = SequentialPipelineBlocks.from_blocks_dict(TEXT2IMAGE_BLOCKS)

modular_repo_id = <span class="hljs-string">&quot;YiYiXu/modular-loader-t2i-0704&quot;</span>
pipeline = blocks.init_pipeline(modular_repo_id)

pipeline.load_components(torch_dtype=torch.float16)
pipeline.to(<span class="hljs-string">&quot;cuda&quot;</span>)

image = pipeline(prompt=<span class="hljs-string">&quot;Astronaut in a jungle, cold color palette, muted colors, detailed, 8k&quot;</span>, output=<span class="hljs-string">&quot;images&quot;</span>)[<span class="hljs-number">0</span>]
image.save(<span class="hljs-string">&quot;modular_t2i_out.png&quot;</span>)`,wrap:!1}}),{c(){u(n.$$.fragment)},l(a){f(n.$$.fragment,a)},m(a,c){M(n,a,c),d=!0},p:Ve,i(a){d||(y(n.$$.fragment,a),d=!0)},o(a){b(n.$$.fragment,a),d=!1},d(a){h(n,a)}}}function It(Z){let n,d;return n=new U({props:{code:"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",highlighted:`<span class="hljs-keyword">import</span> torch
<span class="hljs-keyword">from</span> diffusers.modular_pipelines <span class="hljs-keyword">import</span> SequentialPipelineBlocks
<span class="hljs-keyword">from</span> diffusers.modular_pipelines.stable_diffusion_xl <span class="hljs-keyword">import</span> IMAGE2IMAGE_BLOCKS

blocks = SequentialPipelineBlocks.from_blocks_dict(IMAGE2IMAGE_BLOCKS)

modular_repo_id = <span class="hljs-string">&quot;YiYiXu/modular-loader-t2i-0704&quot;</span>
pipeline = blocks.init_pipeline(modular_repo_id)

pipeline.load_components(torch_dtype=torch.float16)
pipeline.to(<span class="hljs-string">&quot;cuda&quot;</span>)

url = <span class="hljs-string">&quot;https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/sdxl-text2img.png&quot;</span>
init_image = load_image(url)
prompt = <span class="hljs-string">&quot;a dog catching a frisbee in the jungle&quot;</span>
image = pipeline(prompt=prompt, image=init_image, strength=<span class="hljs-number">0.8</span>, output=<span class="hljs-string">&quot;images&quot;</span>)[<span class="hljs-number">0</span>]
image.save(<span class="hljs-string">&quot;modular_i2i_out.png&quot;</span>)`,wrap:!1}}),{c(){u(n.$$.fragment)},l(a){f(n.$$.fragment,a)},m(a,c){M(n,a,c),d=!0},p:Ve,i(a){d||(y(n.$$.fragment,a),d=!0)},o(a){b(n.$$.fragment,a),d=!1},d(a){h(n,a)}}}function Rt(Z){let n,d;return n=new U({props:{code:"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",highlighted:`<span class="hljs-keyword">import</span> torch
<span class="hljs-keyword">from</span> diffusers.modular_pipelines <span class="hljs-keyword">import</span> SequentialPipelineBlocks
<span class="hljs-keyword">from</span> diffusers.modular_pipelines.stable_diffusion_xl <span class="hljs-keyword">import</span> INPAINT_BLOCKS
<span class="hljs-keyword">from</span> diffusers.utils <span class="hljs-keyword">import</span> load_image

blocks = SequentialPipelineBlocks.from_blocks_dict(INPAINT_BLOCKS)

modular_repo_id = <span class="hljs-string">&quot;YiYiXu/modular-loader-t2i-0704&quot;</span>
pipeline = blocks.init_pipeline(modular_repo_id)

pipeline.load_components(torch_dtype=torch.float16)
pipeline.to(<span class="hljs-string">&quot;cuda&quot;</span>)

img_url = <span class="hljs-string">&quot;https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/sdxl-text2img.png&quot;</span>
mask_url = <span class="hljs-string">&quot;https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/sdxl-inpaint-mask.png&quot;</span>

init_image = load_image(img_url)
mask_image = load_image(mask_url)

prompt = <span class="hljs-string">&quot;A deep sea diver floating&quot;</span>
image = pipeline(prompt=prompt, image=init_image, mask_image=mask_image, strength=<span class="hljs-number">0.85</span>, output=<span class="hljs-string">&quot;images&quot;</span>)[<span class="hljs-number">0</span>]
image.save(<span class="hljs-string">&quot;moduar_inpaint_out.png&quot;</span>)`,wrap:!1}}),{c(){u(n.$$.fragment)},l(a){f(n.$$.fragment,a)},m(a,c){M(n,a,c),d=!0},p:Ve,i(a){d||(y(n.$$.fragment,a),d=!0)},o(a){b(n.$$.fragment,a),d=!1},d(a){h(n,a)}}}function Yt(Z){let n,d,a,c,i,r;return n=new Xe({props:{id:"example",option:"text-to-image",$$slots:{default:[vt]},$$scope:{ctx:Z}}}),a=new Xe({props:{id:"example",option:"image-to-image",$$slots:{default:[It]},$$scope:{ctx:Z}}}),i=new Xe({props:{id:"example",option:"inpainting",$$slots:{default:[Rt]},$$scope:{ctx:Z}}}),{c(){u(n.$$.fragment),d=p(),u(a.$$.fragment),c=p(),u(i.$$.fragment)},l(m){f(n.$$.fragment,m),d=o(m),f(a.$$.fragment,m),c=o(m),f(i.$$.fragment,m)},m(m,$){M(n,m,$),l(m,d,$),M(a,m,$),l(m,c,$),M(i,m,$),r=!0},p(m,$){const g={};$&2&&(g.$$scope={dirty:$,ctx:m}),n.$set(g);const G={};$&2&&(G.$$scope={dirty:$,ctx:m}),a.$set(G);const w={};$&2&&(w.$$scope={dirty:$,ctx:m}),i.$set(w)},i(m){r||(y(n.$$.fragment,m),y(a.$$.fragment,m),y(i.$$.fragment,m),r=!0)},o(m){b(n.$$.fragment,m),b(a.$$.fragment,m),b(i.$$.fragment,m),r=!1},d(m){m&&(t(d),t(c)),h(n,m),h(a,m),h(i,m)}}}function Nt(Z){let n,d='Use the <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks.init_pipeline">init_pipeline()</a> method to create a <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a> from the component and configuration specifications. This method loads the <em>specifications</em> from a <code>modular_model_index.json</code> file, but it doesn’t load the <em>models</em> yet.',a,c,i;return c=new U({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> ComponentsManager
<span class="hljs-keyword">from</span> diffusers.modular_pipelines <span class="hljs-keyword">import</span> SequentialPipelineBlocks
<span class="hljs-keyword">from</span> diffusers.modular_pipelines.stable_diffusion_xl <span class="hljs-keyword">import</span> TEXT2IMAGE_BLOCKS

t2i_blocks = SequentialPipelineBlocks.from_blocks_dict(TEXT2IMAGE_BLOCKS)

modular_repo_id = <span class="hljs-string">&quot;YiYiXu/modular-loader-t2i-0704&quot;</span>
components = ComponentsManager()
t2i_pipeline = t2i_blocks.init_pipeline(modular_repo_id, components_manager=components)`,wrap:!1}}),{c(){n=J("p"),n.innerHTML=d,a=p(),u(c.$$.fragment)},l(r){n=T(r,"P",{"data-svelte-h":!0}),j(n)!=="svelte-rrycn"&&(n.innerHTML=d),a=o(r),f(c.$$.fragment,r)},m(r,m){l(r,n,m),l(r,a,m),M(c,r,m),i=!0},p:Ve,i(r){i||(y(c.$$.fragment,r),i=!0)},o(r){b(c.$$.fragment,r),i=!1},d(r){r&&(t(n),t(a)),h(c,r)}}}function Qt(Z){let n,d='The <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.from_pretrained">from_pretrained()</a> method creates a <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a> from a modular repository on the Hub.',a,c,i,r,m='Add the <code>trust_remote_code</code> argument to load a custom <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a>.',$,g,G;return c=new U({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyME1vZHVsYXJQaXBlbGluZSUyQyUyMENvbXBvbmVudHNNYW5hZ2VyJTBBJTBBY29tcG9uZW50cyUyMCUzRCUyMENvbXBvbmVudHNNYW5hZ2VyKCklMEFwaXBlbGluZSUyMCUzRCUyME1vZHVsYXJQaXBlbGluZS5mcm9tX3ByZXRyYWluZWQoJTIyWWlZaVh1JTJGbW9kdWxhci1sb2FkZXItdDJpLTA3MDQlMjIlMkMlMjBjb21wb25lbnRzX21hbmFnZXIlM0Rjb21wb25lbnRzKQ==",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> ModularPipeline, ComponentsManager

components = ComponentsManager()
pipeline = ModularPipeline.from_pretrained(<span class="hljs-string">&quot;YiYiXu/modular-loader-t2i-0704&quot;</span>, components_manager=components)`,wrap:!1}}),g=new U({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyME1vZHVsYXJQaXBlbGluZSUyQyUyMENvbXBvbmVudHNNYW5hZ2VyJTBBJTBBY29tcG9uZW50cyUyMCUzRCUyMENvbXBvbmVudHNNYW5hZ2VyKCklMEFtb2R1bGFyX3JlcG9faWQlMjAlM0QlMjAlMjJZaVlpWHUlMkZtb2R1bGFyLWRpZmZkaWZmLTA3MDQlMjIlMEFkaWZmZGlmZl9waXBlbGluZSUyMCUzRCUyME1vZHVsYXJQaXBlbGluZS5mcm9tX3ByZXRyYWluZWQobW9kdWxhcl9yZXBvX2lkJTJDJTIwdHJ1c3RfcmVtb3RlX2NvZGUlM0RUcnVlJTJDJTIwY29tcG9uZW50c19tYW5hZ2VyJTNEY29tcG9uZW50cyk=",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> ModularPipeline, ComponentsManager

components = ComponentsManager()
modular_repo_id = <span class="hljs-string">&quot;YiYiXu/modular-diffdiff-0704&quot;</span>
diffdiff_pipeline = ModularPipeline.from_pretrained(modular_repo_id, trust_remote_code=<span class="hljs-literal">True</span>, components_manager=components)`,wrap:!1}}),{c(){n=J("p"),n.innerHTML=d,a=p(),u(c.$$.fragment),i=p(),r=J("p"),r.innerHTML=m,$=p(),u(g.$$.fragment)},l(w){n=T(w,"P",{"data-svelte-h":!0}),j(n)!=="svelte-11rpnet"&&(n.innerHTML=d),a=o(w),f(c.$$.fragment,w),i=o(w),r=T(w,"P",{"data-svelte-h":!0}),j(r)!=="svelte-19zxms2"&&(r.innerHTML=m),$=o(w),f(g.$$.fragment,w)},m(w,_){l(w,n,_),l(w,a,_),M(c,w,_),l(w,i,_),l(w,r,_),l(w,$,_),M(g,w,_),G=!0},p:Ve,i(w){G||(y(c.$$.fragment,w),y(g.$$.fragment,w),G=!0)},o(w){b(c.$$.fragment,w),b(g.$$.fragment,w),G=!1},d(w){w&&(t(n),t(a),t(i),t(r),t($)),h(c,w),h(g,w)}}}function zt(Z){let n,d,a,c;return n=new Xe({props:{id:"create",option:"ModularPipelineBlocks",$$slots:{default:[Nt]},$$scope:{ctx:Z}}}),a=new Xe({props:{id:"create",option:"from_pretrained",$$slots:{default:[Qt]},$$scope:{ctx:Z}}}),{c(){u(n.$$.fragment),d=p(),u(a.$$.fragment)},l(i){f(n.$$.fragment,i),d=o(i),f(a.$$.fragment,i)},m(i,r){M(n,i,r),l(i,d,r),M(a,i,r),c=!0},p(i,r){const m={};r&2&&(m.$$scope={dirty:r,ctx:i}),n.$set(m);const $={};r&2&&($.$$scope={dirty:r,ctx:i}),a.$set($)},i(i){c||(y(n.$$.fragment,i),y(a.$$.fragment,i),c=!0)},o(i){b(n.$$.fragment,i),b(a.$$.fragment,i),c=!1},d(i){i&&t(d),h(n,i),h(a,i)}}}function Ht(Z){let n,d;return n=new U({props:{code:"aW1wb3J0JTIwdG9yY2glMEElMEF0MmlfcGlwZWxpbmUubG9hZF9jb21wb25lbnRzKHRvcmNoX2R0eXBlJTNEdG9yY2guZmxvYXQxNiklMEF0MmlfcGlwZWxpbmUudG8oJTIyY3VkYSUyMik=",highlighted:`<span class="hljs-keyword">import</span> torch

t2i_pipeline.load_components(torch_dtype=torch.float16)
t2i_pipeline.to(<span class="hljs-string">&quot;cuda&quot;</span>)`,wrap:!1}}),{c(){u(n.$$.fragment)},l(a){f(n.$$.fragment,a)},m(a,c){M(n,a,c),d=!0},p:Ve,i(a){d||(y(n.$$.fragment,a),d=!0)},o(a){b(n.$$.fragment,a),d=!1},d(a){h(n,a)}}}function St(Z){let n,d="The example below only loads the UNet and VAE.",a,c,i;return c=new U({props:{code:"aW1wb3J0JTIwdG9yY2glMEElMEF0MmlfcGlwZWxpbmUubG9hZF9jb21wb25lbnRzKG5hbWVzJTNEJTVCJTIydW5ldCUyMiUyQyUyMCUyMnZhZSUyMiU1RCUyQyUyMHRvcmNoX2R0eXBlJTNEdG9yY2guZmxvYXQxNik=",highlighted:`<span class="hljs-keyword">import</span> torch

t2i_pipeline.load_components(names=[<span class="hljs-string">&quot;unet&quot;</span>, <span class="hljs-string">&quot;vae&quot;</span>], torch_dtype=torch.float16)`,wrap:!1}}),{c(){n=J("p"),n.textContent=d,a=p(),u(c.$$.fragment)},l(r){n=T(r,"P",{"data-svelte-h":!0}),j(n)!=="svelte-12gw1cx"&&(n.textContent=d),a=o(r),f(c.$$.fragment,r)},m(r,m){l(r,n,m),l(r,a,m),M(c,r,m),i=!0},p:Ve,i(r){i||(y(c.$$.fragment,r),i=!0)},o(r){b(c.$$.fragment,r),i=!1},d(r){r&&(t(n),t(a)),h(c,r)}}}function Ft(Z){let n,d,a,c;return n=new Xe({props:{id:"load",option:"load_components",$$slots:{default:[Ht]},$$scope:{ctx:Z}}}),a=new Xe({props:{id:"load",option:"load_components",$$slots:{default:[St]},$$scope:{ctx:Z}}}),{c(){u(n.$$.fragment),d=p(),u(a.$$.fragment)},l(i){f(n.$$.fragment,i),d=o(i),f(a.$$.fragment,i)},m(i,r){M(n,i,r),l(i,d,r),M(a,i,r),c=!0},p(i,r){const m={};r&2&&(m.$$scope={dirty:r,ctx:i}),n.$set(m);const $={};r&2&&($.$$scope={dirty:r,ctx:i}),a.$set($)},i(i){c||(y(n.$$.fragment,i),y(a.$$.fragment,i),c=!0)},o(i){b(n.$$.fragment,i),b(a.$$.fragment,i),c=!1},d(i){i&&t(d),h(n,i),h(a,i)}}}function Et(Z){let n,d,a,c,i,r,m,$,g,G='<a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a> converts <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a>’s into an executable pipeline that loads models and performs the computation steps defined in the block. It is the main interface for running a pipeline and it is very similar to the <a href="/docs/diffusers/main/en/api/pipelines/overview#diffusers.DiffusionPipeline">DiffusionPipeline</a> API.',w,_,Fs="The main difference is to include an expected <code>output</code> argument in the pipeline.",Ie,W,Re,V,Es='This guide will show you how to create a <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a> and manage the components in it.',Ye,v,Ne,I,Ls="Blocks are <code>InsertableDict</code> objects that can be inserted at specific positions, providing a flexible way to mix-and-match blocks.",Qe,R,qs="Use <code>insert()</code> on either the block class or <code>sub_blocks</code> attribute to add a block.",ze,Y,He,N,As="Use <code>pop()</code> on either the block class or <code>sub_blocks</code> attribute to remove a block.",Se,Q,Fe,z,Ps="Swap blocks by setting the existing block to the new block.",Ee,H,Le,S,qe,F,Ds='There are two ways to create a <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a>. Assemble and create a pipeline from <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks">ModularPipelineBlocks</a> or load an existing pipeline with <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.from_pretrained">from_pretrained()</a>.',Ae,E,Ks='You should also initialize a <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline_components#diffusers.ComponentsManager">ComponentsManager</a> to handle device placement and memory and component management.',Pe,k,Os='<p>Refer to the <a href="./components_manager">ComponentsManager</a> doc for more details about how it can help manage components across different workflows.</p>',De,B,Ke,L,Oe,q,et='A <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a> doesn’t automatically instantiate with components. It only loads the configuration and component specifications. You can load all components with <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.load_components">load_components()</a> or only load specific components with <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.load_components">load_components()</a>.',es,C,ss,A,st="Print the pipeline to inspect the loaded pretrained components.",ts,P,ls,D,tt="This should match the <code>modular_model_index.json</code> file from the modular repository a pipeline is initialized from. If a pipeline doesn’t need a component, it won’t be included even if it exists in the modular repository.",ns,K,lt="To modify where components are loaded from, edit the <code>modular_model_index.json</code> file in the repository and change it to your desired loading path. The example below loads a UNet from a different repository.",as,O,is,ee,ps,se,nt="The pipeline properties below provide more information about which components are loaded.",os,te,at="Use <code>component_names</code> to return all expected components.",rs,le,ms,ne,it='Use <code>null_component_names</code> to return components that aren’t loaded yet. Load these components with <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.from_pretrained">from_pretrained()</a>.',cs,ae,ds,ie,pt="Use <code>pretrained_component_names</code> to return components that will be loaded from pretrained models.",us,pe,fs,oe,ot="Use <code>config_component_names</code> to return components that are created with the default config (not loaded from a modular repository). Components from a config aren’t included because they are already initialized during pipeline creation. This is why they aren’t listed in <code>null_component_names</code>.",Ms,re,ys,me,bs,ce,rt="Components may be updated depending on whether it is a <em>pretrained component</em> or a <em>config component</em>.",hs,x,mt="<p>A component may change from pretrained to config when updating a component. The component type is initially defined in a block’s <code>expected_components</code> field.</p>",Js,de,ct='A pretrained component is updated with <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline_components#diffusers.ComponentSpec">ComponentSpec</a> whereas a config component is updated by eihter passing the object directly or with <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline_components#diffusers.ComponentSpec">ComponentSpec</a>.',Ts,ue,dt='The <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline_components#diffusers.ComponentSpec">ComponentSpec</a> shows <code>default_creation_method=&quot;from_pretrained&quot;</code> for a pretrained component shows <code>default_creation_method=&quot;from_config</code> for a config component.',js,fe,ut='To update a pretrained component, create a <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline_components#diffusers.ComponentSpec">ComponentSpec</a> with the name of the component and where to load it from. Use the <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline_components#diffusers.ComponentSpec.load">load()</a> method to load the component.',ws,Me,$s,ye,ft='The <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.update_components">update_components()</a> method replaces the component with a new one.',Us,be,Zs,he,Mt="When a component is updated, the loading specifications are also updated in the pipeline config.",gs,Je,_s,Te,yt='When you use <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline_components#diffusers.ComponentSpec.load">load()</a>, the new component maintains its loading specifications. This makes it possible to extract the specification and recreate the component.',Gs,je,Ws,we,bt='The <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.get_component_spec">get_component_spec()</a> method gets a copy of the current component specification to modify or update.',ks,$e,Bs,Ue,Cs,Ze,ht="A repository is required if the pipeline blocks use <em>pretrained components</em>. The repository supplies loading specifications and metadata.",xs,ge,Jt='<a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a> specifically requires <em>modular repositories</em> (see <a href="https://huggingface.co/YiYiXu/modular-diffdiff" rel="nofollow">example repository</a>) which are more flexible than a typical repository. It contains a <code>modular_model_index.json</code> file containing the following 3 elements.',Xs,_e,Tt="<li><code>library</code> and <code>class</code> shows which library the component was loaded from and it’s class. If <code>null</code>, the component hasn’t been loaded yet.</li> <li><code>loading_specs_dict</code> contains the information required to load the component such as the repository and subfolder it is loaded from.</li>",Vs,Ge,jt="Unlike standard repositories, a modular repository can fetch components from different repositories based on the <code>loading_specs_dict</code>. Components don’t need to exist in the same repository.",vs,We,wt='A modular repository may contain custom code for loading a <a href="/docs/diffusers/main/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline">ModularPipeline</a>. This allows you to use specialized blocks that aren’t native to Diffusers.',Is,ke,Rs,Be,$t='The <a href="https://huggingface.co/YiYiXu/modular-diffdiff-0704/blob/main/config.json" rel="nofollow">config.json</a> file contains an <code>auto_map</code> key that points to where a custom block is defined in <code>block.py</code>.',Ys,Ce,Ns,xe,Qs,ve,zs;return i=new Xt({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),m=new X({props:{title:"ModularPipeline",local:"modularpipeline",headingTag:"h1"}}),W=new Ss({props:{id:"example",options:["text-to-image","image-to-image","inpainting"],$$slots:{default:[Yt]},$$scope:{ctx:Z}}}),v=new X({props:{title:"Adding blocks",local:"adding-blocks",headingTag:"h2"}}),Y=new U({props:{code:"JTIzJTIwQkxPQ0tTJTIwaXMlMjBkaWN0JTIwb2YlMjBibG9jayUyMGNsYXNzZXMlMkMlMjB5b3UlMjBuZWVkJTIwdG8lMjBhZGQlMjBjbGFzcyUyMHRvJTIwaXQlMEFCTE9DS1MuaW5zZXJ0KCUyMmJsb2NrX25hbWUlMjIlMkMlMjBCbG9ja0NsYXNzJTJDJTIwaW5kZXgpJTBBJTIzJTIwc3ViX2Jsb2NrcyUyMGF0dHJpYnV0ZSUyMGNvbnRhaW5zJTIwaW5zdGFuY2UlMkMlMjBhZGQlMjBhJTIwYmxvY2slMjBpbnN0YW5jZSUyMHRvJTIwdGhlJTIwJTIwYXR0cmlidXRlJTBBdDJpX2Jsb2Nrcy5zdWJfYmxvY2tzLmluc2VydCglMjJibG9ja19uYW1lJTIyJTJDJTIwYmxvY2tfaW5zdGFuY2UlMkMlMjBpbmRleCk=",highlighted:`<span class="hljs-comment"># BLOCKS is dict of block classes, you need to add class to it</span>
BLOCKS.insert(<span class="hljs-string">&quot;block_name&quot;</span>, BlockClass, index)
<span class="hljs-comment"># sub_blocks attribute contains instance, add a block instance to the  attribute</span>
t2i_blocks.sub_blocks.insert(<span class="hljs-string">&quot;block_name&quot;</span>, block_instance, index)`,wrap:!1}}),Q=new U({props:{code:"JTIzJTIwcmVtb3ZlJTIwYSUyMGJsb2NrJTIwY2xhc3MlMjBmcm9tJTIwcHJlc2V0JTBBQkxPQ0tTLnBvcCglMjJ0ZXh0X2VuY29kZXIlMjIpJTBBJTIzJTIwc3BsaXQlMjBvdXQlMjBhJTIwYmxvY2slMjBpbnN0YW5jZSUyMG9uJTIwaXRzJTIwb3duJTBBdGV4dF9lbmNvZGVyX2Jsb2NrJTIwJTNEJTIwdDJpX2Jsb2Nrcy5zdWJfYmxvY2tzLnBvcCglMjJ0ZXh0X2VuY29kZXIlMjIp",highlighted:`<span class="hljs-comment"># remove a block class from preset</span>
BLOCKS.pop(<span class="hljs-string">&quot;text_encoder&quot;</span>)
<span class="hljs-comment"># split out a block instance on its own</span>
text_encoder_block = t2i_blocks.sub_blocks.pop(<span class="hljs-string">&quot;text_encoder&quot;</span>)`,wrap:!1}}),H=new U({props:{code:"JTIzJTIwUmVwbGFjZSUyMGJsb2NrJTIwY2xhc3MlMjBpbiUyMHByZXNldCUwQUJMT0NLUyU1QiUyMnByZXBhcmVfbGF0ZW50cyUyMiU1RCUyMCUzRCUyMEN1c3RvbVByZXBhcmVMYXRlbnRzJTBBJTIzJTIwUmVwbGFjZSUyMGluJTIwc3ViX2Jsb2NrcyUyMGF0dHJpYnV0ZSUyMHVzaW5nJTIwYW4lMjBibG9jayUyMGluc3RhbmNlJTBBdDJpX2Jsb2Nrcy5zdWJfYmxvY2tzJTVCJTIycHJlcGFyZV9sYXRlbnRzJTIyJTVEJTIwJTNEJTIwQ3VzdG9tUHJlcGFyZUxhdGVudHMoKQ==",highlighted:`<span class="hljs-comment"># Replace block class in preset</span>
BLOCKS[<span class="hljs-string">&quot;prepare_latents&quot;</span>] = CustomPrepareLatents
<span class="hljs-comment"># Replace in sub_blocks attribute using an block instance</span>
t2i_blocks.sub_blocks[<span class="hljs-string">&quot;prepare_latents&quot;</span>] = CustomPrepareLatents()`,wrap:!1}}),S=new X({props:{title:"Creating a pipeline",local:"creating-a-pipeline",headingTag:"h2"}}),B=new Ss({props:{id:"create",options:["ModularPipelineBlocks","from_pretrained"],$$slots:{default:[zt]},$$scope:{ctx:Z}}}),L=new X({props:{title:"Loading components",local:"loading-components",headingTag:"h2"}}),C=new Ss({props:{id:"load",options:["load_components","load_components"],$$slots:{default:[Ft]},$$scope:{ctx:Z}}}),P=new U({props:{code:"dDJpX3BpcGVsaW5l",highlighted:"t2i_pipeline",wrap:!1}}),O=new U({props:{code:"JTIzJTIwb3JpZ2luYWwlMEElMjJ1bmV0JTIyJTNBJTIwJTVCJTBBJTIwJTIwbnVsbCUyQyUyMG51bGwlMkMlMEElMjAlMjAlN0IlMEElMjAlMjAlMjAlMjAlMjJyZXBvJTIyJTNBJTIwJTIyc3RhYmlsaXR5YWklMkZzdGFibGUtZGlmZnVzaW9uLXhsLWJhc2UtMS4wJTIyJTJDJTBBJTIwJTIwJTIwJTIwJTIyc3ViZm9sZGVyJTIyJTNBJTIwJTIydW5ldCUyMiUyQyUwQSUyMCUyMCUyMCUyMCUyMnZhcmlhbnQlMjIlM0ElMjAlMjJmcDE2JTIyJTBBJTIwJTIwJTdEJTBBJTVEJTBBJTBBJTIzJTIwbW9kaWZpZWQlMEElMjJ1bmV0JTIyJTNBJTIwJTVCJTBBJTIwJTIwbnVsbCUyQyUyMG51bGwlMkMlMEElMjAlMjAlN0IlMEElMjAlMjAlMjAlMjAlMjJyZXBvJTIyJTNBJTIwJTIyUnVuRGlmZnVzaW9uJTJGSnVnZ2VybmF1dC1YTC12OSUyMiUyQyUwQSUyMCUyMCUyMCUyMCUyMnN1YmZvbGRlciUyMiUzQSUyMCUyMnVuZXQlMjIlMkMlMEElMjAlMjAlMjAlMjAlMjJ2YXJpYW50JTIyJTNBJTIwJTIyZnAxNiUyMiUwQSUyMCUyMCU3RCUwQSU1RA==",highlighted:`# original
<span class="hljs-attr">&quot;unet&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
  <span class="hljs-literal"><span class="hljs-keyword">null</span></span><span class="hljs-punctuation">,</span> <span class="hljs-literal"><span class="hljs-keyword">null</span></span><span class="hljs-punctuation">,</span>
  <span class="hljs-punctuation">{</span>
    <span class="hljs-attr">&quot;repo&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;stabilityai/stable-diffusion-xl-base-1.0&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-attr">&quot;subfolder&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;unet&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-attr">&quot;variant&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;fp16&quot;</span>
  <span class="hljs-punctuation">}</span>
<span class="hljs-punctuation">]</span>

# modified
<span class="hljs-attr">&quot;unet&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
  <span class="hljs-literal"><span class="hljs-keyword">null</span></span><span class="hljs-punctuation">,</span> <span class="hljs-literal"><span class="hljs-keyword">null</span></span><span class="hljs-punctuation">,</span>
  <span class="hljs-punctuation">{</span>
    <span class="hljs-attr">&quot;repo&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;RunDiffusion/Juggernaut-XL-v9&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-attr">&quot;subfolder&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;unet&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-attr">&quot;variant&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;fp16&quot;</span>
  <span class="hljs-punctuation">}</span>
<span class="hljs-punctuation">]</span>`,wrap:!1}}),ee=new X({props:{title:"Component loading status",local:"component-loading-status",headingTag:"h3"}}),le=new U({props:{code:"dDJpX3BpcGVsaW5lLmNvbXBvbmVudF9uYW1lcyUwQSU1Qid0ZXh0X2VuY29kZXInJTJDJTIwJ3RleHRfZW5jb2Rlcl8yJyUyQyUyMCd0b2tlbml6ZXInJTJDJTIwJ3Rva2VuaXplcl8yJyUyQyUyMCdndWlkZXInJTJDJTIwJ3NjaGVkdWxlciclMkMlMjAndW5ldCclMkMlMjAndmFlJyUyQyUyMCdpbWFnZV9wcm9jZXNzb3InJTVE",highlighted:`t2i_pipeline.component_names
[<span class="hljs-string">&#x27;text_encoder&#x27;</span>, <span class="hljs-string">&#x27;text_encoder_2&#x27;</span>, <span class="hljs-string">&#x27;tokenizer&#x27;</span>, <span class="hljs-string">&#x27;tokenizer_2&#x27;</span>, <span class="hljs-string">&#x27;guider&#x27;</span>, <span class="hljs-string">&#x27;scheduler&#x27;</span>, <span class="hljs-string">&#x27;unet&#x27;</span>, <span class="hljs-string">&#x27;vae&#x27;</span>, <span class="hljs-string">&#x27;image_processor&#x27;</span>]`,wrap:!1}}),ae=new U({props:{code:"dDJpX3BpcGVsaW5lLm51bGxfY29tcG9uZW50X25hbWVzJTBBJTVCJ3RleHRfZW5jb2RlciclMkMlMjAndGV4dF9lbmNvZGVyXzInJTJDJTIwJ3Rva2VuaXplciclMkMlMjAndG9rZW5pemVyXzInJTJDJTIwJ3NjaGVkdWxlciclNUQ=",highlighted:`t2i_pipeline.null_component_names
[<span class="hljs-string">&#x27;text_encoder&#x27;</span>, <span class="hljs-string">&#x27;text_encoder_2&#x27;</span>, <span class="hljs-string">&#x27;tokenizer&#x27;</span>, <span class="hljs-string">&#x27;tokenizer_2&#x27;</span>, <span class="hljs-string">&#x27;scheduler&#x27;</span>]`,wrap:!1}}),pe=new U({props:{code:"dDJpX3BpcGVsaW5lLnByZXRyYWluZWRfY29tcG9uZW50X25hbWVzJTBBJTVCJ3RleHRfZW5jb2RlciclMkMlMjAndGV4dF9lbmNvZGVyXzInJTJDJTIwJ3Rva2VuaXplciclMkMlMjAndG9rZW5pemVyXzInJTJDJTIwJ3NjaGVkdWxlciclMkMlMjAndW5ldCclMkMlMjAndmFlJyU1RA==",highlighted:`t2i_pipeline.pretrained_component_names
[<span class="hljs-string">&#x27;text_encoder&#x27;</span>, <span class="hljs-string">&#x27;text_encoder_2&#x27;</span>, <span class="hljs-string">&#x27;tokenizer&#x27;</span>, <span class="hljs-string">&#x27;tokenizer_2&#x27;</span>, <span class="hljs-string">&#x27;scheduler&#x27;</span>, <span class="hljs-string">&#x27;unet&#x27;</span>, <span class="hljs-string">&#x27;vae&#x27;</span>]`,wrap:!1}}),re=new U({props:{code:"dDJpX3BpcGVsaW5lLmNvbmZpZ19jb21wb25lbnRfbmFtZXMlMEElNUInZ3VpZGVyJyUyQyUyMCdpbWFnZV9wcm9jZXNzb3InJTVE",highlighted:`t2i_pipeline.config_component_names
[<span class="hljs-string">&#x27;guider&#x27;</span>, <span class="hljs-string">&#x27;image_processor&#x27;</span>]`,wrap:!1}}),me=new X({props:{title:"Updating components",local:"updating-components",headingTag:"h2"}}),Me=new U({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMENvbXBvbmVudFNwZWMlMkMlMjBVTmV0MkRDb25kaXRpb25Nb2RlbCUwQSUwQXVuZXRfc3BlYyUyMCUzRCUyMENvbXBvbmVudFNwZWMobmFtZSUzRCUyMnVuZXQlMjIlMkN0eXBlX2hpbnQlM0RVTmV0MkRDb25kaXRpb25Nb2RlbCUyQyUyMHJlcG8lM0QlMjJzdGFiaWxpdHlhaSUyRnN0YWJsZS1kaWZmdXNpb24teGwtYmFzZS0xLjAlMjIlMkMlMjBzdWJmb2xkZXIlM0QlMjJ1bmV0JTIyJTJDJTIwdmFyaWFudCUzRCUyMmZwMTYlMjIpJTBBdW5ldCUyMCUzRCUyMHVuZXRfc3BlYy5sb2FkKHRvcmNoX2R0eXBlJTNEdG9yY2guZmxvYXQxNik=",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> ComponentSpec, UNet2DConditionModel

unet_spec = ComponentSpec(name=<span class="hljs-string">&quot;unet&quot;</span>,type_hint=UNet2DConditionModel, repo=<span class="hljs-string">&quot;stabilityai/stable-diffusion-xl-base-1.0&quot;</span>, subfolder=<span class="hljs-string">&quot;unet&quot;</span>, variant=<span class="hljs-string">&quot;fp16&quot;</span>)
unet = unet_spec.load(torch_dtype=torch.float16)`,wrap:!1}}),be=new U({props:{code:"dDJpX3BpcGVsaW5lLnVwZGF0ZV9jb21wb25lbnRzKHVuZXQlM0R1bmV0Mik=",highlighted:"t2i_pipeline.update_components(unet=unet2)",wrap:!1}}),Je=new X({props:{title:"Component extraction and modification",local:"component-extraction-and-modification",headingTag:"h3"}}),je=new U({props:{code:"c3BlYyUyMCUzRCUyMENvbXBvbmVudFNwZWMuZnJvbV9jb21wb25lbnQoJTIydW5ldCUyMiUyQyUyMHVuZXQyKSUwQXNwZWMlMEFDb21wb25lbnRTcGVjKG5hbWUlM0QndW5ldCclMkMlMjB0eXBlX2hpbnQlM0QlM0NjbGFzcyUyMCdkaWZmdXNlcnMubW9kZWxzLnVuZXRzLnVuZXRfMmRfY29uZGl0aW9uLlVOZXQyRENvbmRpdGlvbk1vZGVsJyUzRSUyQyUyMGRlc2NyaXB0aW9uJTNETm9uZSUyQyUyMGNvbmZpZyUzRE5vbmUlMkMlMjByZXBvJTNEJ3N0YWJpbGl0eWFpJTJGc3RhYmxlLWRpZmZ1c2lvbi14bC1iYXNlLTEuMCclMkMlMjBzdWJmb2xkZXIlM0QndW5ldCclMkMlMjB2YXJpYW50JTNEJ2ZwMTYnJTJDJTIwcmV2aXNpb24lM0ROb25lJTJDJTIwZGVmYXVsdF9jcmVhdGlvbl9tZXRob2QlM0QnZnJvbV9wcmV0cmFpbmVkJyklMEF1bmV0Ml9yZWNyZWF0ZWQlMjAlM0QlMjBzcGVjLmxvYWQodG9yY2hfZHR5cGUlM0R0b3JjaC5mbG9hdDE2KQ==",highlighted:`spec = ComponentSpec.from_component(<span class="hljs-string">&quot;unet&quot;</span>, unet2)
spec
ComponentSpec(name=<span class="hljs-string">&#x27;unet&#x27;</span>, type_hint=&lt;<span class="hljs-keyword">class</span> <span class="hljs-string">&#x27;diffusers.models.unets.unet_2d_condition.UNet2DConditionModel&#x27;</span>&gt;, description=<span class="hljs-literal">None</span>, config=<span class="hljs-literal">None</span>, repo=<span class="hljs-string">&#x27;stabilityai/stable-diffusion-xl-base-1.0&#x27;</span>, subfolder=<span class="hljs-string">&#x27;unet&#x27;</span>, variant=<span class="hljs-string">&#x27;fp16&#x27;</span>, revision=<span class="hljs-literal">None</span>, default_creation_method=<span class="hljs-string">&#x27;from_pretrained&#x27;</span>)
unet2_recreated = spec.load(torch_dtype=torch.float16)`,wrap:!1}}),$e=new U({props:{code:"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",highlighted:`unet_spec = t2i_pipeline.get_component_spec(<span class="hljs-string">&quot;unet&quot;</span>)
unet_spec
ComponentSpec(
    name=<span class="hljs-string">&#x27;unet&#x27;</span>,
    type_hint=&lt;<span class="hljs-keyword">class</span> <span class="hljs-string">&#x27;diffusers.models.unets.unet_2d_condition.UNet2DConditionModel&#x27;</span>&gt;,
    repo=<span class="hljs-string">&#x27;RunDiffusion/Juggernaut-XL-v9&#x27;</span>,
    subfolder=<span class="hljs-string">&#x27;unet&#x27;</span>,
    variant=<span class="hljs-string">&#x27;fp16&#x27;</span>,
    default_creation_method=<span class="hljs-string">&#x27;from_pretrained&#x27;</span>
)

<span class="hljs-comment"># modify to load from a different repository</span>
unet_spec.repo = <span class="hljs-string">&quot;stabilityai/stable-diffusion-xl-base-1.0&quot;</span>

<span class="hljs-comment"># load component with modified spec</span>
unet = unet_spec.load(torch_dtype=torch.float16)`,wrap:!1}}),Ue=new X({props:{title:"Modular repository",local:"modular-repository",headingTag:"h2"}}),ke=new U({props:{code:"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",highlighted:`modular-<span class="hljs-keyword">diffdiff-0704/
</span>├── <span class="hljs-keyword">block.py </span>                   <span class="hljs-comment"># Custom pipeline blocks implementation</span>
├── <span class="hljs-built_in">config</span>.<span class="hljs-keyword">json </span>                <span class="hljs-comment"># Pipeline configuration and auto_map</span>
└── modular_model_index.<span class="hljs-keyword">json </span>   <span class="hljs-comment"># Component loading specifications</span>`,wrap:!1}}),Ce=new U({props:{code:"JTdCJTBBJTIwJTIwJTIyX2NsYXNzX25hbWUlMjIlM0ElMjAlMjJEaWZmRGlmZkJsb2NrcyUyMiUyQyUwQSUyMCUyMCUyMmF1dG9fbWFwJTIyJTNBJTIwJTdCJTBBJTIwJTIwJTIwJTIwJTIyTW9kdWxhclBpcGVsaW5lQmxvY2tzJTIyJTNBJTIwJTIyYmxvY2suRGlmZkRpZmZCbG9ja3MlMjIlMEElMjAlMjAlN0QlMEElN0Q=",highlighted:`<span class="hljs-punctuation">{</span>
  <span class="hljs-attr">&quot;_class_name&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;DiffDiffBlocks&quot;</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;auto_map&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">{</span>
    <span class="hljs-attr">&quot;ModularPipelineBlocks&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;block.DiffDiffBlocks&quot;</span>
  <span class="hljs-punctuation">}</span>
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