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hf-doc-build/doc-dev / diffusers /pr_14204 /en /_app /immutable /nodes /271.BY94lpSj.js

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	import"../chunks/DsnmJJEf.js";import{i as Q,h as F,C as E,H as e,a,b as q,E as z,s as S}from"../chunks/CmJXCtRL.js";import{p as H,o as D,s,f as d,a as p,b as L,c as X,d as i,r as k,n as K}from"../chunks/DK803DsY.js";import{H as C}from"../chunks/BtTdhXOX.js";const P='{"title":"Guiders","local":"guiders","sections":[{"title":"Switching guiders","local":"switching-guiders","sections":[],"depth":2},{"title":"Loading custom guiders","local":"loading-custom-guiders","sections":[],"depth":2},{"title":"Changing guider parameters","local":"changing-guider-parameters","sections":[],"depth":2},{"title":"Uploading custom guiders","local":"uploading-custom-guiders","sections":[],"depth":2}],"depth":1}';var $=i('<meta name="hf:doc:metadata"/>'),O=i("<p>Edit the <code>modular_model_index.json</code> file and add a loading specification for the guider by pointing to a folder containing the guider config.</p> <!>",1),ss=i('<p>Change the <code>default_creation_method()</code> to <code>from_pretrained</code> and use <a href="/docs/diffusers/pr_14204/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.update_components">update_components()</a> to update the guider and component specifications as well as the pipeline config.</p> <blockquote class="tip"><p>Changing the creation method will return text letting you know you’re changing the creation type to <code>from_pretrained</code>.</p> <!></blockquote> <!> <p>To make it the default guider for a pipeline, call <a href="/docs/diffusers/pr_14204/en/api/pipelines/overview#diffusers.utils.PushToHubMixin.push_to_hub">push_to_hub()</a>. This is an optional step and not necessary if you are only experimenting locally.</p> <!>',1),as=i("<!> <!>",1),ls=i('<p></p> <!> <!> <p><a href="https://huggingface.co/papers/2207.12598" rel="nofollow">Classifier-free guidance</a> steers model generation that better match a prompt and is commonly used to improve generation quality, control, and adherence to prompts. There are different types of guidance methods, and in Diffusers, they are known as <em>guiders</em>. Like blocks, it is easy to switch and use different guiders for different use cases without rewriting the pipeline.</p> <p>This guide will show you how to switch guiders, adjust guider parameters, and load and share them to the Hub.</p> <!> <p><a href="/docs/diffusers/pr_14204/en/api/modular_diffusers/guiders#diffusers.ClassifierFreeGuidance">ClassifierFreeGuidance</a> is the default guider and created when a pipeline is initialized with <a href="/docs/diffusers/pr_14204/en/api/modular_diffusers/pipeline_blocks#diffusers.ModularPipelineBlocks.init_pipeline">init_pipeline()</a>. It is created by <code>from_config</code> which means it doesn’t require loading specifications from a modular repository. A guider won’t be listed in <code>modular_model_index.json</code>.</p> <p>Use <a href="/docs/diffusers/pr_14204/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.get_component_spec">get_component_spec()</a> to inspect a guider.</p> <!> <p>Switch to a different guider by passing the new guider to <a href="/docs/diffusers/pr_14204/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.update_components">update_components()</a>.</p> <blockquote class="tip"><p>Changing guiders will return text letting you know you’re changing the guider type.</p> <!></blockquote> <!> <p>Use <a href="/docs/diffusers/pr_14204/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.get_component_spec">get_component_spec()</a> again to verify the guider type is different.</p> <!> <!> <p>Guiders that are already saved on the Hub with a <code>modular_model_index.json</code> file are considered a <code>from_pretrained</code> component now instead of a <code>from_config</code> component.</p> <!> <p>The guider is only created after calling <a href="/docs/diffusers/pr_14204/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.load_components">load_components()</a> based on the loading specification in <code>modular_model_index.json</code>.</p> <!> <!> <p>The guider parameters can be adjusted with the <a href="/docs/diffusers/pr_14204/en/api/modular_diffusers/pipeline_components#diffusers.ComponentSpec.create">create()</a> method and <a href="/docs/diffusers/pr_14204/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.update_components">update_components()</a>. The example below changes the <code>guidance_scale</code> value.</p> <!> <!> <p>Call the <a href="/docs/diffusers/pr_14204/en/api/pipelines/overview#diffusers.utils.PushToHubMixin.push_to_hub">push_to_hub()</a> method on a custom guider to share it to the Hub.</p> <!> <p>To make this guider available to the pipeline, either modify the <code>modular_model_index.json</code> file or use the <a href="/docs/diffusers/pr_14204/en/api/modular_diffusers/pipeline#diffusers.ModularPipeline.update_components">update_components()</a> method.</p> <!> <!> <p></p>',1);function ts(I,x){H(x,!1),D(()=>{new URLSearchParams(window.location.search).get("fw")}),Q();var u=ls();F("p5m5hv",t=>{var c=$();S(c,"content",P),p(t,c)});var h=s(d(u),2);E(h,{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"});var M=s(h,2);e(M,{title:"Guiders",local:"guiders",headingTag:"h1"});var y=s(M,6);e(y,{title:"Switching guiders",local:"switching-guiders",headingTag:"h2"});var j=s(y,6);a(j,{code:"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",highlighted:`t2i_pipeline.get_component_spec(<span class="hljs-string">"guider"</span>)
	ComponentSpec(name=<span class="hljs-string">'guider'</span>, type_hint=<<span class="hljs-keyword">class</span> <span class="hljs-string">'diffusers.guiders.classifier_free_guidance.ClassifierFreeGuidance'</span>>, description=<span class="hljs-literal">None</span>, config=FrozenDict([(<span class="hljs-string">'guidance_scale'</span>, <span class="hljs-number">7.5</span>), (<span class="hljs-string">'guidance_rescale'</span>, <span class="hljs-number">0.0</span>), (<span class="hljs-string">'use_original_formulation'</span>, <span class="hljs-literal">False</span>), (<span class="hljs-string">'start'</span>, <span class="hljs-number">0.0</span>), (<span class="hljs-string">'stop'</span>, <span class="hljs-number">1.0</span>), (<span class="hljs-string">'_use_default_values'</span>, [<span class="hljs-string">'start'</span>, <span class="hljs-string">'guidance_rescale'</span>, <span class="hljs-string">'stop'</span>, <span class="hljs-string">'use_original_formulation'</span>])]), repo=<span class="hljs-literal">None</span>, subfolder=<span class="hljs-literal">None</span>, variant=<span class="hljs-literal">None</span>, revision=<span class="hljs-literal">None</span>, default_creation_method=<span class="hljs-string">'from_config'</span>)`,lang:"py",wrap:!1});var o=s(j,4),R=s(X(o),2);a(R,{code:"TW9kdWxhclBpcGVsaW5lLnVwZGF0ZV9jb21wb25lbnRzJTNBJTIwYWRkaW5nJTIwZ3VpZGVyJTIwd2l0aCUyMG5ldyUyMHR5cGUlM0ElMjBQZXJ0dXJiZWRBdHRlbnRpb25HdWlkYW5jZSUyQyUyMHByZXZpb3VzJTIwdHlwZSUzQSUyMENsYXNzaWZpZXJGcmVlR3VpZGFuY2U=",highlighted:'ModularPipeline.update_components: adding guider with new <span class="hljs-built_in">type</span>: PerturbedAttentionGuidance, previous <span class="hljs-built_in">type</span>: ClassifierFreeGuidance',lang:"bash",wrap:!1}),k(o);var g=s(o,2);a(g,{code:"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",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> LayerSkipConfig, PerturbedAttentionGuidance

	config = LayerSkipConfig(indices=[<span class="hljs-number">2</span>, <span class="hljs-number">9</span>], fqn=<span class="hljs-string">"mid_block.attentions.0.transformer_blocks"</span>, skip_attention=<span class="hljs-literal">False</span>, skip_attention_scores=<span class="hljs-literal">True</span>, skip_ff=<span class="hljs-literal">False</span>)
	guider = PerturbedAttentionGuidance(
	guidance_scale=<span class="hljs-number">5.0</span>, perturbed_guidance_scale=<span class="hljs-number">2.5</span>, perturbed_guidance_config=config
	)
	t2i_pipeline.update_components(guider=guider)`,lang:"py",wrap:!1});var J=s(g,4);a(J,{code:"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",highlighted:`t2i_pipeline.get_component_spec(<span class="hljs-string">"guider"</span>)
	ComponentSpec(name=<span class="hljs-string">'guider'</span>, type_hint=<<span class="hljs-keyword">class</span> <span class="hljs-string">'diffusers.guiders.perturbed_attention_guidance.PerturbedAttentionGuidance'</span>>, description=<span class="hljs-literal">None</span>, config=FrozenDict([(<span class="hljs-string">'guidance_scale'</span>, <span class="hljs-number">5.0</span>), (<span class="hljs-string">'perturbed_guidance_scale'</span>, <span class="hljs-number">2.5</span>), (<span class="hljs-string">'perturbed_guidance_start'</span>, <span class="hljs-number">0.01</span>), (<span class="hljs-string">'perturbed_guidance_stop'</span>, <span class="hljs-number">0.2</span>), (<span class="hljs-string">'perturbed_guidance_layers'</span>, <span class="hljs-literal">None</span>), (<span class="hljs-string">'perturbed_guidance_config'</span>, LayerSkipConfig(indices=[<span class="hljs-number">2</span>, <span class="hljs-number">9</span>], fqn=<span class="hljs-string">'mid_block.attentions.0.transformer_blocks'</span>, skip_attention=<span class="hljs-literal">False</span>, skip_attention_scores=<span class="hljs-literal">True</span>, skip_ff=<span class="hljs-literal">False</span>, dropout=<span class="hljs-number">1.0</span>)), (<span class="hljs-string">'guidance_rescale'</span>, <span class="hljs-number">0.0</span>), (<span class="hljs-string">'use_original_formulation'</span>, <span class="hljs-literal">False</span>), (<span class="hljs-string">'start'</span>, <span class="hljs-number">0.0</span>), (<span class="hljs-string">'stop'</span>, <span class="hljs-number">1.0</span>), (<span class="hljs-string">'_use_default_values'</span>, [<span class="hljs-string">'perturbed_guidance_start'</span>, <span class="hljs-string">'use_original_formulation'</span>, <span class="hljs-string">'perturbed_guidance_layers'</span>, <span class="hljs-string">'stop'</span>, <span class="hljs-string">'start'</span>, <span class="hljs-string">'guidance_rescale'</span>, <span class="hljs-string">'perturbed_guidance_stop'</span>]), (<span class="hljs-string">'_class_name'</span>, <span class="hljs-string">'PerturbedAttentionGuidance'</span>), (<span class="hljs-string">'_diffusers_version'</span>, <span class="hljs-string">'0.35.0.dev0'</span>)]), repo=<span class="hljs-literal">None</span>, subfolder=<span class="hljs-literal">None</span>, variant=<span class="hljs-literal">None</span>, revision=<span class="hljs-literal">None</span>, default_creation_method=<span class="hljs-string">'from_config'</span>)`,lang:"py",wrap:!1});var m=s(J,2);e(m,{title:"Loading custom guiders",local:"loading-custom-guiders",headingTag:"h2"});var f=s(m,4);a(f,{code:"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",highlighted:`<span class="hljs-punctuation">{</span>
	<span class="hljs-attr">"guider"</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">"repo"</span><span class="hljs-punctuation">:</span> <span class="hljs-string">"YiYiXu/modular-loader-t2i-guider"</span><span class="hljs-punctuation">,</span>
	<span class="hljs-attr">"revision"</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-attr">"subfolder"</span><span class="hljs-punctuation">:</span> <span class="hljs-string">"pag_guider"</span><span class="hljs-punctuation">,</span>
	<span class="hljs-attr">"type_hint"</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
	<span class="hljs-string">"diffusers"</span><span class="hljs-punctuation">,</span>
	<span class="hljs-string">"PerturbedAttentionGuidance"</span>
	<span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
	<span class="hljs-attr">"variant"</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-punctuation">}</span>`,lang:"json",wrap:!1});var Z=s(f,4);a(Z,{code:"dDJpX3BpcGVsaW5lJTIwJTNEJTIwdDJpX2Jsb2Nrcy5pbml0X3BpcGVsaW5lKCUyMllpWWlYdSUyRm1vZHVsYXItZG9jLWd1aWRlciUyMiklMEElMjMlMjBub3QlMjBjcmVhdGVkJTIwZHVyaW5nJTIwaW5pdCUwQWFzc2VydCUyMHQyaV9waXBlbGluZS5ndWlkZXIlMjBpcyUyME5vbmUlMEF0MmlfcGlwZWxpbmUubG9hZF9jb21wb25lbnRzKCklMEElMjMlMjBsb2FkZWQlMjBhcyUyMFBBRyUyMGd1aWRlciUwQXQyaV9waXBlbGluZS5ndWlkZXI=",highlighted:`t2i_pipeline = t2i_blocks.init_pipeline(<span class="hljs-string">"YiYiXu/modular-doc-guider"</span>)
	<span class="hljs-comment"># not created during init</span>
	<span class="hljs-keyword">assert</span> t2i_pipeline.guider <span class="hljs-keyword">is</span> <span class="hljs-literal">None</span>
	t2i_pipeline.load_components()
	<span class="hljs-comment"># loaded as PAG guider</span>
	t2i_pipeline.guider`,lang:"py",wrap:!1});var U=s(Z,2);e(U,{title:"Changing guider parameters",local:"changing-guider-parameters",headingTag:"h2"});var b=s(U,4);a(b,{code:"Z3VpZGVyX3NwZWMlMjAlM0QlMjB0MmlfcGlwZWxpbmUuZ2V0X2NvbXBvbmVudF9zcGVjKCUyMmd1aWRlciUyMiklMEFndWlkZXIlMjAlM0QlMjBndWlkZXJfc3BlYy5jcmVhdGUoZ3VpZGFuY2Vfc2NhbGUlM0QxMCklMEF0MmlfcGlwZWxpbmUudXBkYXRlX2NvbXBvbmVudHMoZ3VpZGVyJTNEZ3VpZGVyKQ==",highlighted:`guider_spec = t2i_pipeline.get_component_spec(<span class="hljs-string">"guider"</span>)
	guider = guider_spec.create(guidance_scale=<span class="hljs-number">10</span>)
	t2i_pipeline.update_components(guider=guider)`,lang:"py",wrap:!1});var _=s(b,2);e(_,{title:"Uploading custom guiders",local:"uploading-custom-guiders",headingTag:"h2"});var T=s(_,4);a(T,{code:"Z3VpZGVyLnB1c2hfdG9faHViKCUyMllpWWlYdSUyRm1vZHVsYXItbG9hZGVyLXQyaS1ndWlkZXIlMjIlMkMlMjBzdWJmb2xkZXIlM0QlMjJwYWdfZ3VpZGVyJTIyKQ==",highlighted:'guider.push_to_hub(<span class="hljs-string">"YiYiXu/modular-loader-t2i-guider"</span>, subfolder=<span class="hljs-string">"pag_guider"</span>)',lang:"py",wrap:!1});var w=s(T,4);q(w,{id:"upload",options:["modular_model_index.json","update_components"],children:(t,c)=>{var W=as(),G=d(W);C(G,{id:"upload",option:"modular_model_index.json",children:(r,N)=>{var l=O(),n=s(d(l),2);a(n,{code:"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",highlighted:`<span class="hljs-punctuation">{</span>
	<span class="hljs-attr">"guider"</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
	<span class="hljs-string">"diffusers"</span><span class="hljs-punctuation">,</span>
	<span class="hljs-string">"PerturbedAttentionGuidance"</span><span class="hljs-punctuation">,</span>
	<span class="hljs-punctuation">{</span>
	<span class="hljs-attr">"repo"</span><span class="hljs-punctuation">:</span> <span class="hljs-string">"YiYiXu/modular-loader-t2i-guider"</span><span class="hljs-punctuation">,</span>
	<span class="hljs-attr">"revision"</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-attr">"subfolder"</span><span class="hljs-punctuation">:</span> <span class="hljs-string">"pag_guider"</span><span class="hljs-punctuation">,</span>
	<span class="hljs-attr">"type_hint"</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
	<span class="hljs-string">"diffusers"</span><span class="hljs-punctuation">,</span>
	<span class="hljs-string">"PerturbedAttentionGuidance"</span>
	<span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
	<span class="hljs-attr">"variant"</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-punctuation">,</span>`,lang:"json",wrap:!1}),p(r,l)},$$slots:{default:!0}});var v=s(G,2);C(v,{id:"upload",option:"update_components",children:(r,N)=>{var l=ss(),n=s(d(l),2),Y=s(X(n),2);a(Y,{code:"TW9kdWxhclBpcGVsaW5lLnVwZGF0ZV9jb21wb25lbnRzJTNBJTIwY2hhbmdpbmclMjB0aGUlMjBkZWZhdWx0X2NyZWF0aW9uX21ldGhvZCUyMG9mJTIwZ3VpZGVyJTIwZnJvbSUyMGZyb21fY29uZmlnJTIwdG8lMjBmcm9tX3ByZXRyYWluZWQu",highlighted:"ModularPipeline.update_components: changing the default_creation_method of guider from from_config to from_pretrained.",lang:"bash",wrap:!1}),k(n);var V=s(n,2);a(V,{code:"Z3VpZGVyX3NwZWMlMjAlM0QlMjB0MmlfcGlwZWxpbmUuZ2V0X2NvbXBvbmVudF9zcGVjKCUyMmd1aWRlciUyMiklMEFndWlkZXJfc3BlYy5kZWZhdWx0X2NyZWF0aW9uX21ldGhvZCUzRCUyMmZyb21fcHJldHJhaW5lZCUyMiUwQWd1aWRlcl9zcGVjLnByZXRyYWluZWRfbW9kZWxfbmFtZV9vcl9wYXRoJTNEJTIyWWlZaVh1JTJGbW9kdWxhci1sb2FkZXItdDJpLWd1aWRlciUyMiUwQWd1aWRlcl9zcGVjLnN1YmZvbGRlciUzRCUyMnBhZ19ndWlkZXIlMjIlMEFwYWdfZ3VpZGVyJTIwJTNEJTIwZ3VpZGVyX3NwZWMubG9hZCgpJTBBdDJpX3BpcGVsaW5lLnVwZGF0ZV9jb21wb25lbnRzKGd1aWRlciUzRHBhZ19ndWlkZXIp",highlighted:`guider_spec = t2i_pipeline.get_component_spec(<span class="hljs-string">"guider"</span>)
	guider_spec.default_creation_method=<span class="hljs-string">"from_pretrained"</span>
	guider_spec.pretrained_model_name_or_path=<span class="hljs-string">"YiYiXu/modular-loader-t2i-guider"</span>
	guider_spec.subfolder=<span class="hljs-string">"pag_guider"</span>
	pag_guider = guider_spec.load()
	t2i_pipeline.update_components(guider=pag_guider)`,lang:"py",wrap:!1});var A=s(V,4);a(A,{code:"dDJpX3BpcGVsaW5lLnB1c2hfdG9faHViKCUyMllpWWlYdSUyRm1vZHVsYXItZG9jLWd1aWRlciUyMik=",highlighted:'t2i_pipeline.push_to_hub(<span class="hljs-string">"YiYiXu/modular-doc-guider"</span>)',lang:"py",wrap:!1}),p(r,l)},$$slots:{default:!0}}),p(t,W)},$$slots:{default:!0}});var B=s(w,2);z(B,{source:"https://github.com/huggingface/diffusers/blob/main/docs/source/en/using-diffusers/guiders.md"}),K(2),p(I,u),L()}export{ts as component};

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