import{s as Be,o as Je,n as Ke}from"../chunks/scheduler.182ea377.js";import{S as Oe,i as Qe,g as n,s as a,r as _,A as We,h as s,f as i,c as r,j as y,u as b,x as p,k as E,y as t,a as m,v as x,d as P,t as T,w}from"../chunks/index.abf12888.js";import{T as Xe}from"../chunks/Tip.230e2334.js";import{D as re}from"../chunks/Docstring.93f6f462.js";import{H as Ne}from"../chunks/Heading.16916d63.js";function Ye(se){let f,L='Refer to the <a href="../../tutorials/using_peft_for_inference.md">Inference with PEFT</a> tutorial for an overview of how to use PEFT in Diffusers for inference.';return{c(){f=n("p"),f.innerHTML=L},l(u){f=s(u,"P",{"data-svelte-h":!0}),p(f)!=="svelte-1yhqcl5"&&(f.innerHTML=L)},m(u,k){m(u,f,k)},p:Ke,d(u){u&&i(f)}}}function Ze(se){let f,L,u,k,C,oe,A,Ae='Diffusers supports loading adapters such as <a href="../../using-diffusers/loading_adapters">LoRA</a> with the <a href="https://huggingface.co/docs/peft/index" rel="nofollow">PEFT</a> library with the <a href="/docs/diffusers/main/en/api/loaders/peft#diffusers.loaders.PeftAdapterMixin">PeftAdapterMixin</a> class. This allows modeling classes in Diffusers like <a href="/docs/diffusers/main/en/api/models/unet2d-cond#diffusers.UNet2DConditionModel">UNet2DConditionModel</a> to load an adapter.',ie,M,de,H,le,o,F,me,q,He=`A class containing all functions for loading and using adapters weights that are supported in PEFT library. For
more details about adapters and injecting them in a transformer-based model, check out the PEFT <a href="https://huggingface.co/docs/peft/index" rel="nofollow">documentation</a>.`,ue,S,Fe="Install the latest version of PEFT, and use this mixin to:",ce,R,De="<li>Attach new adapters in the model.</li> <li>Attach multiple adapters and iteratively activate/deactivate them.</li> <li>Activate/deactivate all adapters from the model.</li> <li>Get a list of the active adapters.</li>",he,c,D,ge,z,Ie="Gets the current list of active adapters of the model.",ve,G,je=`If you are not familiar with adapters and PEFT methods, we invite you to read more about them on the PEFT
<a href="https://huggingface.co/docs/peft" rel="nofollow">documentation</a>.`,$e,h,I,_e,N,Ue=`Adds a new adapter to the current model for training. If no adapter name is passed, a default name is assigned
to the adapter to follow the convention of the PEFT library.`,be,B,Ve=`If you are not familiar with adapters and PEFT methods, we invite you to read more about them in the PEFT
<a href="https://huggingface.co/docs/peft" rel="nofollow">documentation</a>.`,xe,g,j,Pe,J,ke="Disable all adapters attached to the model and fallback to inference with the base model only.",Te,K,qe=`If you are not familiar with adapters and PEFT methods, we invite you to read more about them on the PEFT
<a href="https://huggingface.co/docs/peft" rel="nofollow">documentation</a>.`,we,v,U,Me,O,Se=`Enable adapters that are attached to the model. The model uses <code>self.active_adapters()</code> to retrieve the
list of adapters to enable.`,ye,Q,Re=`If you are not familiar with adapters and PEFT methods, we invite you to read more about them on the PEFT
<a href="https://huggingface.co/docs/peft" rel="nofollow">documentation</a>.`,Ee,$,V,Le,W,ze="Sets a specific adapter by forcing the model to only use that adapter and disables the other adapters.",Ce,X,Ge=`If you are not familiar with adapters and PEFT methods, we invite you to read more about them on the PEFT
<a href="https://huggingface.co/docs/peft" rel="nofollow">documentation</a>.`,fe,ne,pe;return C=new Ne({props:{title:"PEFT",local:"peft",headingTag:"h1"}}),M=new Xe({props:{$$slots:{default:[Ye]},$$scope:{ctx:se}}}),H=new Ne({props:{title:"PeftAdapterMixin",local:"diffusers.loaders.PeftAdapterMixin",headingTag:"h2"}}),F=new re({props:{name:"class diffusers.loaders.PeftAdapterMixin",anchor:"diffusers.loaders.PeftAdapterMixin",parameters:[],source:"https://github.com/huggingface/diffusers/blob/main/src/diffusers/loaders/peft.py#L20"}}),D=new re({props:{name:"active_adapters",anchor:"diffusers.loaders.PeftAdapterMixin.active_adapters",parameters:[],source:"https://github.com/huggingface/diffusers/blob/main/src/diffusers/loaders/peft.py#L167"}}),I=new re({props:{name:"add_adapter",anchor:"diffusers.loaders.PeftAdapterMixin.add_adapter",parameters:[{name:"adapter_config",val:""},{name:"adapter_name",val:": str = 'default'"}],parametersDescription:[{anchor:"diffusers.loaders.PeftAdapterMixin.add_adapter.adapter_config",description:`<strong>adapter_config</strong> (<code>[~peft.PeftConfig]</code>) &#x2014;
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