import{S as gi,i as bi,s as yi,e as a,k as f,w as Gt,t as o,M as vi,c as s,d as t,m as c,a as r,x as It,h as n,b as l,N as E,G as e,g as d,y as kt,L as _i,q as Rt,o as Vt,B as Jt,v as Ei}from"../../../../chunks/vendor-hf-doc-builder.js";import{I as Ta}from"../../../../chunks/IconCopyLink-hf-doc-builder.js";import{C as mi}from"../../../../chunks/CodeBlock-hf-doc-builder.js";function Si(xl){let S,sa,x,W,Nt,X,Ma,Wt,Aa,la,g,Za,B,Ua,Ga,H,Ia,ka,L,Ra,Va,z,Ja,Na,ra,ce,Wa,ia,v,$a,Q,Fa,Pa,q,ja,Ca,oa,m,Xa,Y,Ba,Ha,K,La,za,O,Qa,qa,ee,Ya,Ka,te,Oa,es,na,pe,ts,fa,ae,de,$,$t,w,ue,as,ss,he,ls,rs,me,is,os,u,D,ge,be,ns,fs,ye,cs,ps,ve,_e,Ft,wl,ds,T,Ee,Se,us,hs,xe,ms,gs,we,De,Pt,Dl,bs,M,Te,Me,ys,vs,Ae,_s,Es,Ze,Ue,jt,Tl,Ss,A,Ge,Ie,xs,ws,ke,Ds,Ts,Re,Ve,Ct,Ml,Ms,Z,Je,Ne,As,Zs,We,Us,Gs,$e,Fe,Xt,Al,Is,U,Pe,je,ks,Rs,Ce,Vs,Js,Xe,Be,Bt,Zl,Ns,G,He,Le,Ws,$s,ze,Fs,Ps,Qe,qe,Ht,Ul,js,I,Ye,Ke,Cs,Xs,Oe,Bs,Hs,et,tt,Lt,Gl,Ls,k,at,st,zs,Qs,lt,qs,Ys,rt,it,zt,Il,Ks,se,ot,nt,Os,el,ft,tl,al,R,ct,pt,sl,ll,dt,rl,il,ut,ht,Qt,kl,ca,V,F,qt,le,ol,Yt,nl,pa,mt,fl,da,J,P,Kt,re,cl,Ot,pl,ua,y,gt,dl,ul,bt,hl,ml,yt,gl,bl,ha,ie,ma,N,j,ea,oe,yl,ta,vl,ga,C,_l,aa,El,Sl,ba,ne,ya;return X=new Ta({}),le=new Ta({}),re=new Ta({}),ie=new mi({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> StableDiffusionPipeline, EulerDiscreteScheduler

pipeline = StableDiffusionPipeline.from_pretrained(<span class="hljs-string">&quot;CompVis/stable-diffusion-v1-4&quot;</span>)
pipeline.scheduler = EulerDiscreteScheduler.from_config(pipeline.scheduler.config)

<span class="hljs-comment"># or</span>
euler_scheduler = EulerDiscreteScheduler.from_pretrained(<span class="hljs-string">&quot;CompVis/stable-diffusion-v1-4&quot;</span>, subfolder=<span class="hljs-string">&quot;scheduler&quot;</span>)
pipeline = StableDiffusionPipeline.from_pretrained(<span class="hljs-string">&quot;CompVis/stable-diffusion-v1-4&quot;</span>, scheduler=euler_scheduler)`}}),oe=new Ta({}),ne=new mi({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> (
    StableDiffusionPipeline,
    StableDiffusionImg2ImgPipeline,
    StableDiffusionInpaintPipeline,
)

text2img = StableDiffusionPipeline.from_pretrained(<span class="hljs-string">&quot;CompVis/stable-diffusion-v1-4&quot;</span>)
img2img = StableDiffusionImg2ImgPipeline(**text2img.components)
inpaint = StableDiffusionInpaintPipeline(**text2img.components)

<span class="hljs-comment"># now you can use text2img(...), img2img(...), inpaint(...) just like the call methods of each respective pipeline</span>`}}),{c(){S=a("meta"),sa=f(),x=a("h1"),W=a("a"),Nt=a("span"),Gt(X.$$.fragment),Ma=f(),Wt=a("span"),Aa=o("Stable Diffusion pipelines"),la=f(),g=a("p"),Za=o("Stable Diffusion is a text-to-image latent diffusion model created by the researchers and engineers from "),B=a("a"),Ua=o("CompVis"),Ga=o(", "),H=a("a"),Ia=o("Stability AI"),ka=o(" and "),L=a("a"),Ra=o("LAION"),Va=o(". Latent diffusion applies the diffusion process over a lower dimensional latent space to reduce memory and compute complexity. This specific type of diffusion model was proposed in "),z=a("a"),Ja=o("High-Resolution Image Synthesis with Latent Diffusion Models"),Na=o(" by Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, Bj\xF6rn Ommer."),ra=f(),ce=a("p"),Wa=o("Stable Diffusion is trained on 512x512 images from a subset of the LAION-5B dataset. 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