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hf-doc-build/doc-dev / diffusers /pr_12229 /zh /_app /immutable /nodes /13.dd461aaa.js

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29 days ago

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	import{s as xt,o as vt,n as ot}from"../chunks/scheduler.5c93273d.js";import{S as Qt,i as Gt,g as c,s,r as d,A as Ft,h as m,f as l,c as p,j as Bt,u as M,x as f,k as Wt,y as Xt,a as n,v as U,d as u,t as r,w as y}from"../chunks/index.e43dd92b.js";import{T as It}from"../chunks/Tip.1cbfe904.js";import{C}from"../chunks/CodeBlock.6896320e.js";import{H as Z,E as Yt}from"../chunks/getInferenceSnippets.22672bbf.js";import{H as St,a as kt}from"../chunks/HfOption.d50154c3.js";function qt($){let a,J="<code>collection</code> 参数是可选的，但可以更轻松地组织和管理组件。";return{c(){a=c("p"),a.innerHTML=J},l(o){a=m(o,"P",{"data-svelte-h":!0}),f(a)!=="svelte-n7baf9"&&(a.innerHTML=J)},m(o,b){n(o,a,b)},p:ot,d(o){o&&l(a)}}}function Et($){let a,J;return a=new C({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyME1vZHVsYXJQaXBlbGluZSUyQyUyMENvbXBvbmVudHNNYW5hZ2VyJTBBJTBBY29tcCUyMCUzRCUyMENvbXBvbmVudHNNYW5hZ2VyKCklMEFwaXBlJTIwJTNEJTIwTW9kdWxhclBpcGVsaW5lLmZyb21fcHJldHJhaW5lZCglMjJZaVlpWHUlMkZtb2R1bGFyLWRlbW8tYXV0byUyMiUyQyUyMGNvbXBvbmVudHNfbWFuYWdlciUzRGNvbXAlMkMlMjBjb2xsZWN0aW9uJTNEJTIydGVzdDElMjIp",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> ModularPipeline, ComponentsManager

	comp = ComponentsManager()
	pipe = ModularPipeline.from_pretrained(<span class="hljs-string">"YiYiXu/modular-demo-auto"</span>, components_manager=comp, collection=<span class="hljs-string">"test1"</span>)`,wrap:!1}}),{c(){d(a.$$.fragment)},l(o){M(a.$$.fragment,o)},m(o,b){U(a,o,b),J=!0},p:ot,i(o){J\|\|(u(a.$$.fragment,o),J=!0)},o(o){r(a.$$.fragment,o),J=!1},d(o){y(a,o)}}}function Ht($){let a,J;return a=new C({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">"YiYiXu/modular-loader-t2i-0704"</span>
	components = ComponentsManager()
	t2i_pipeline = t2i_blocks.init_pipeline(modular_repo_id, components_manager=components)`,wrap:!1}}),{c(){d(a.$$.fragment)},l(o){M(a.$$.fragment,o)},m(o,b){U(a,o,b),J=!0},p:ot,i(o){J\|\|(u(a.$$.fragment,o),J=!0)},o(o){r(a.$$.fragment,o),J=!1},d(o){y(a,o)}}}function zt($){let a,J,o,b;return a=new kt({props:{id:"create",option:"from_pretrained",$$slots:{default:[Et]},$$scope:{ctx:$}}}),o=new kt({props:{id:"create",option:"init_pipeline",$$slots:{default:[Ht]},$$scope:{ctx:$}}}),{c(){d(a.$$.fragment),J=s(),d(o.$$.fragment)},l(i){M(a.$$.fragment,i),J=p(i),M(o.$$.fragment,i)},m(i,T){U(a,i,T),n(i,J,T),U(o,i,T),b=!0},p(i,T){const V={};T&2&&(V.$$scope={dirty:T,ctx:i}),a.$set(V);const ue={};T&2&&(ue.$$scope={dirty:T,ctx:i}),o.$set(ue)},i(i){b\|\|(u(a.$$.fragment,i),u(o.$$.fragment,i),b=!0)},o(i){r(a.$$.fragment,i),r(o.$$.fragment,i),b=!1},d(i){i&&l(J),y(a,i),y(o,i)}}}function Lt($){let a,J,o,b,i,T,V,ue="<code>ComponentsManager</code> 是 Modular Diffusers 的模型注册和管理系统。它添加和跟踪模型，存储有用的元数据（模型大小、设备放置、适配器），防止重复模型实例，并支持卸载。",ye,_,it="本指南将展示如何使用 <code>ComponentsManager</code> 来管理组件和设备内存。",fe,w,Je,N,ct="<code>ComponentsManager</code> 应与 <code>ModularPipeline</code> 一起创建，在 <code>from_pretrained()</code> 或 <code>init_pipeline()</code> 中。",be,j,Te,g,Ce,h,mt="组件仅在调用 <code>load_components()</code> 或 <code>load_default_components()</code> 时加载和注册。以下示例使用 <code>load_default_components()</code> 创建第二个管道，重用第一个管道的所有组件，并将其分配到不同的集合。",$e,R,Ve,B,dt="使用 <code>null_component_names</code> 属性来识别需要加载的任何组件，使用 <code>get_components_by_names()</code> 检索它们，然后调用 <code>update_components()</code> 来添加缺失的组件。",je,W,ge,k,Mt="要添加单个组件，请使用 <code>add()</code> 方法。这会使用唯一 id 注册一个组件。",Ze,x,_e,v,Ut="使用 <code>remove()</code> 通过其 id 移除一个组件。",we,Q,Ne,G,he,F,ut="<code>ComponentsManager</code> 提供了几种方法来检索已注册的组件。",Re,X,Be,I,rt="<code>get_one()</code> 方法返回单个组件，并支持对 <code>name</code> 参数进行模式匹配。如果多个组件匹配，<code>get_one()</code> 会返回错误。",We,Y,yt="<thead><tr><th>模式</th> <th>示例</th> <th>描述</th></tr></thead> <tbody><tr><td>exact</td> <td><code>comp.get_one(name="unet")</code></td> <td>精确名称匹配</td></tr> <tr><td>wildcard</td> <td><code>comp.get_one(name="unet*")</code></td> <td>名称以 “unet” 开头</td></tr> <tr><td>exclusion</td> <td><code>comp.get_one(name="!unet")</code></td> <td>排除名为 “unet” 的组件</td></tr> <tr><td>or</td> <td><code>comp.get_one(name="unet\|vae")</code></td> <td>名称为 “unet” 或 “vae”</td></tr></tbody>",ke,S,ft="<code>get_one()</code> 还通过 <code>collection</code> 参数或 <code>load_id</code> 参数过滤组件。",xe,q,ve,E,Qe,H,Jt="<code>get_components_by_names()</code> 方法接受一个名称列表，并返回一个将名称映射到组件的字典。这在 <code>ModularPipeline</code> 中特别有用，因为它们提供了所需组件名称的列表，并且返回的字典可以直接传递给 <code>update_components()</code>。",Ge,z,Fe,L,Xe,O,bt="建议使用 <code>ComponentSpec</code> 加载模型组件，以分配具有唯一 id 的组件，该 id 编码了它们的加载参数。这允许 <code>ComponentsManager</code> 自动检测并防止重复的模型实例，即使不同的对象代表相同的底层检查点。",Ie,D,Ye,A,Tt="这会返回一个警告，附带移除重复项的说明。",Se,P,qe,K,Ct="您也可以不使用 <code>ComponentSpec</code> 添加组件，并且在大多数情况下，即使您以不同名称添加相同组件，重复检测仍然有效。",Ee,ee,$t="然而，当您将相同组件加载到不同对象时，<code>ComponentManager</code> 无法检测重复项。在这种情况下，您应该使用 <code>ComponentSpec</code> 加载模型。",He,te,ze,le,Le,ne,Vt="集合是为组件分配的标签，用于更好的组织和管理。使用 <code>add()</code> 中的 <code>collection</code> 参数将组件添加到集合中。",Oe,se,jt="每个集合中只允许每个名称有一个组件。添加第二个同名组件会自动移除第一个组件。",De,pe,Ae,ae,gt="这使得在基于节点的系统中工作变得方便，因为您可以：",Pe,oe,Zt="<li>使用 <code>collection</code> 标签标记所有从一个节点加载的模型。</li> <li>当新检查点以相同名称加载时自动替换模型。</li> <li>当节点被移除时批量删除集合中的所有模型。</li>",Ke,ie,et,ce,_t="<code>enable_auto_cpu_offload()</code> 方法是一种全局卸载策略，适用于所有模型，无论哪个管道在使用它们。一旦启用，您无需担心设备放置，如果您添加或移除组件。",tt,me,lt,de,wt="所有模型开始时都在 CPU 上，<code>ComponentsManager</code> 在需要它们之前将它们移动到适当的设备，并在 GPU 内存不足时将其他模型移回 CPU。",nt,Me,Nt="您可以设置自己的规则来决定哪些模型要卸载。",st,Ue,pt,re,at;return i=new Z({props:{title:"组件管理器",local:"组件管理器",headingTag:"h1"}}),w=new Z({props:{title:"添加组件",local:"添加组件",headingTag:"h2"}}),j=new It({props:{warning:!1,$$slots:{default:[qt]},$$scope:{ctx:$}}}),g=new St({props:{id:"create",options:["from_pretrained","init_pipeline"],$$slots:{default:[zt]},$$scope:{ctx:$}}}),R=new C({props:{code:"cGlwZS5sb2FkX2RlZmF1bHRfY29tcG9uZW50cygpJTBBcGlwZTIlMjAlM0QlMjBNb2R1bGFyUGlwZWxpbmUuZnJvbV9wcmV0cmFpbmVkKCUyMllpWWlYdSUyRm1vZHVsYXItZGVtby1hdXRvJTIyJTJDJTIwY29tcG9uZW50c19tYW5hZ2VyJTNEY29tcCUyQyUyMGNvbGxlY3Rpb24lM0QlMjJ0ZXN0MiUyMik=",highlighted:`pipe.load_default_components()
	pipe2 = ModularPipeline.from_pretrained(<span class="hljs-string">"YiYiXu/modular-demo-auto"</span>, components_manager=comp, collection=<span class="hljs-string">"test2"</span>)`,wrap:!1}}),W=new C({props:{code:"cGlwZTIubnVsbF9jb21wb25lbnRfbmFtZXMlMjAlMEElNUIndGV4dF9lbmNvZGVyJyUyQyUyMCd0ZXh0X2VuY29kZXJfMiclMkMlMjAndG9rZW5pemVyJyUyQyUyMCd0b2tlbml6ZXJfMiclMkMlMjAnaW1hZ2VfZW5jb2RlciclMkMlMjAndW5ldCclMkMlMjAndmFlJyUyQyUyMCdzY2hlZHVsZXInJTJDJTIwJ2NvbnRyb2xuZXQnJTVEJTBBJTBBY29tcF9kaWN0JTIwJTNEJTIwY29tcC5nZXRfY29tcG9uZW50c19ieV9uYW1lcyhuYW1lcyUzRHBpcGUyLm51bGxfY29tcG9uZW50X25hbWVzKSUwQXBpcGUyLnVwZGF0ZV9jb21wb25lbnRzKCoqY29tcF9kaWN0KQ==",highlighted:`pipe2.null_component_names
	[<span class="hljs-string">'text_encoder'</span>, <span class="hljs-string">'text_encoder_2'</span>, <span class="hljs-string">'tokenizer'</span>, <span class="hljs-string">'tokenizer_2'</span>, <span class="hljs-string">'image_encoder'</span>, <span class="hljs-string">'unet'</span>, <span class="hljs-string">'vae'</span>, <span class="hljs-string">'scheduler'</span>, <span class="hljs-string">'controlnet'</span>]

	comp_dict = comp.get_components_by_names(names=pipe2.null_component_names)
	pipe2.update_components(**comp_dict)`,wrap:!1}}),x=new C({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMEF1dG9Nb2RlbCUwQSUwQXRleHRfZW5jb2RlciUyMCUzRCUyMEF1dG9Nb2RlbC5mcm9tX3ByZXRyYWluZWQoJTIyc3RhYmlsaXR5YWklMkZzdGFibGUtZGlmZnVzaW9uLXhsLWJhc2UtMS4wJTIyJTJDJTIwc3ViZm9sZGVyJTNEJTIydGV4dF9lbmNvZGVyJTIyKSUwQWNvbXBvbmVudF9pZCUyMCUzRCUyMGNvbXAuYWRkKCUyMnRleHRfZW5jb2RlciUyMiUyQyUyMHRleHRfZW5jb2RlciklMEFjb21w",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> AutoModel

	text_encoder = AutoModel.from_pretrained(<span class="hljs-string">"stabilityai/stable-diffusion-xl-base-1.0"</span>, subfolder=<span class="hljs-string">"text_encoder"</span>)
	component_id = comp.add(<span class="hljs-string">"text_encoder"</span>, text_encoder)
	comp`,wrap:!1}}),Q=new C({props:{code:"Y29tcC5yZW1vdmUoJTIydGV4dF9lbmNvZGVyXzEzOTkxNzczMzA0Mjg2NCUyMik=",highlighted:'comp.remove(<span class="hljs-string">"text_encoder_139917733042864"</span>)',wrap:!1}}),G=new Z({props:{title:"检索组件",local:"检索组件",headingTag:"h2"}}),X=new Z({props:{title:"get_one",local:"getone",headingTag:"h3"}}),q=new C({props:{code:"Y29tcC5nZXRfb25lKG5hbWUlM0QlMjJ1bmV0JTIyJTJDJTIwY29sbGVjdGlvbiUzRCUyMnNkeGwlMjIp",highlighted:'comp.get_one(name=<span class="hljs-string">"unet"</span>, collection=<span class="hljs-string">"sdxl"</span>)',wrap:!1}}),E=new Z({props:{title:"get_components_by_names",local:"getcomponentsbynames",headingTag:"h3"}}),z=new C({props:{code:"Y29tcG9uZW50X2RpY3QlMjAlM0QlMjBjb21wLmdldF9jb21wb25lbnRzX2J5X25hbWVzKG5hbWVzJTNEJTVCJTIydGV4dF9lbmNvZGVyJTIyJTJDJTIwJTIydW5ldCUyMiUyQyUyMCUyMnZhZSUyMiU1RCklMEElN0IlMjJ0ZXh0X2VuY29kZXIlMjIlM0ElMjBjb21wb25lbnQxJTJDJTIwJTIydW5ldCUyMiUzQSUyMGNvbXBvbmVudDIlMkMlMjAlMjJ2YWUlMjIlM0ElMjBjb21wb25lbnQzJTdE",highlighted:`component_dict = comp.get_components_by_names(names=[<span class="hljs-string">"text_encoder"</span>, <span class="hljs-string">"unet"</span>, <span class="hljs-string">"vae"</span>])
	{<span class="hljs-string">"text_encoder"</span>: component1, <span class="hljs-string">"unet"</span>: component2, <span class="hljs-string">"vae"</span>: component3}`,wrap:!1}}),L=new Z({props:{title:"重复检测",local:"重复检测",headingTag:"h2"}}),D=new C({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> ComponentSpec, ComponentsManager
	<span class="hljs-keyword">from</span> transformers <span class="hljs-keyword">import</span> CLIPTextModel

	comp = ComponentsManager()

	<span class="hljs-comment"># 为第一个文本编码器创建 ComponentSpec</span>
	spec = ComponentSpec(name=<span class="hljs-string">"text_encoder"</span>, repo=<span class="hljs-string">"stabilityai/stable-diffusion-xl-base-1.0"</span>, subfolder=<span class="hljs-string">"text_encoder"</span>, type_hint=AutoModel)
	<span class="hljs-comment"># 为重复的文本编码器创建 ComponentSpec（它是相同的检查点，来自相同的仓库/子文件夹）</span>
	spec_duplicated = ComponentSpec(name=<span class="hljs-string">"text_encoder_duplicated"</span>, repo=<span class="hljs-string">"stabilityai/stable-diffusion-xl-base-1.0"</span>, subfolder=<span class="hljs-string">"text_encoder"</span>, ty
	pe_hint=CLIPTextModel)

	<span class="hljs-comment"># 加载并添加两个组件 - 管理器会检测到它们是同一个模型</span>
	comp.add(<span class="hljs-string">"text_encoder"</span>, spec.load())
	comp.add(<span class="hljs-string">"text_encoder_duplicated"</span>, spec_duplicated.load())`,wrap:!1}}),P=new C({props:{code:"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",highlighted:'ComponentsManager: adding component <span class="hljs-string">'text_encoder_duplicated_139917580682672'</span>, but it has duplicate load_id <span class="hljs-string">'stabilityai/stable-diffusion-xl-base-1.0\|text_encoder\|null\|null'</span> <span class="hljs-keyword">with</span> existing components: text_encoder_139918506246832. To remove a duplicate, call `components_manager.remove(<span class="hljs-string">'<component_id>'</span>)`.\n<span class="hljs-string">'text_encoder_duplicated_139917580682672'</span>',wrap:!1}}),te=new C({props:{code:"dGV4dF9lbmNvZGVyXzIlMjAlM0QlMjBBdXRvTW9kZWwuZnJvbV9wcmV0cmFpbmVkKCUyMnN0YWJpbGl0eWFpJTJGc3RhYmxlLWRpZmZ1c2lvbi14bC1iYXNlLTEuMCUyMiUyQyUyMHN1YmZvbGRlciUzRCUyMnRleHRfZW5jb2RlciUyMiklMEFjb21wLmFkZCglMjJ0ZXh0X2VuY29kZXIlMjIlMkMlMjB0ZXh0X2VuY29kZXJfMiklMEEndGV4dF9lbmNvZGVyXzEzOTkxNzczMjk4MzY2NCc=",highlighted:`text_encoder_2 = AutoModel.from_pretrained(<span class="hljs-string">"stabilityai/stable-diffusion-xl-base-1.0"</span>, subfolder=<span class="hljs-string">"text_encoder"</span>)
	comp.add(<span class="hljs-string">"text_encoder"</span>, text_encoder_2)
	<span class="hljs-string">'text_encoder_139917732983664'</span>`,wrap:!1}}),le=new Z({props:{title:"集合",local:"集合",headingTag:"h2"}}),pe=new C({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> ComponentSpec, ComponentsManager

	comp = ComponentsManager()
	<span class="hljs-comment"># 为第一个 UNet 创建 ComponentSpec</span>
	spec = ComponentSpec(name=<span class="hljs-string">"unet"</span>, repo=<span class="hljs-string">"stabilityai/stable-diffusion-xl-base-1.0"</span>, subfolder=<span class="hljs-string">"unet"</span>, type_hint=AutoModel)
	<span class="hljs-comment"># 为另一个 UNet 创建 ComponentSpec</span>
	spec2 = ComponentSpec(name=<span class="hljs-string">"unet"</span>, repo=<span class="hljs-string">"RunDiffusion/Juggernaut-XL-v9"</span>, subfolder=<span class="hljs-string">"unet"</span>, type_hint=AutoModel, variant=<span class="hljs-string">"fp16"</span>)

	<span class="hljs-comment"># 将两个 UNet 添加到同一个集合 - 第二个将替换第一个</span>
	comp.add(<span class="hljs-string">"unet"</span>, spec.load(), collection=<span class="hljs-string">"sdxl"</span>)
	comp.add(<span class="hljs-string">"unet"</span>, spec2.load(), collection=<span class="hljs-string">"sdxl"</span>)`,wrap:!1}}),ie=new Z({props:{title:"卸载",local:"卸载",headingTag:"h2"}}),me=new C({props:{code:"Y29tcC5lbmFibGVfYXV0b19jcHVfb2ZmbG9hZChkZXZpY2UlM0QlMjJjdWRhJTIyKQ==",highlighted:'comp.enable_auto_cpu_offload(device=<span class="hljs-string">"cuda"</span>)',wrap:!1}}),Ue=new 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Ot='{"title":"组件管理器","local":"组件管理器","sections":[{"title":"添加组件","local":"添加组件","sections":[],"depth":2},{"title":"检索组件","local":"检索组件","sections":[{"title":"get_one","local":"getone","sections":[],"depth":3},{"title":"get_components_by_names","local":"getcomponentsbynames","sections":[],"depth":3}],"depth":2},{"title":"重复检测","local":"重复检测","sections":[],"depth":2},{"title":"集合","local":"集合","sections":[],"depth":2},{"title":"卸载","local":"卸载","sections":[],"depth":2}],"depth":1}';function Dt($){return vt(()=>{new URLSearchParams(window.location.search).get("fw")}),[]}class nl extends Qt{constructor(a){super(),Gt(this,a,Dt,Lt,xt,{})}}export{nl as component};

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