diffusers/main/ko/_app/pages/using-diffusers/loading.mdx-hf-doc-builder.js

import{S as JM,i as mM,s as UM,e as o,k as f,t,w as M,M as hM,c as n,d as s,m as c,a as i,h as a,x as y,b as d,G as e,g as r,y as J,q as m,o as U,B as h,v as TM}from"../../chunks/vendor-hf-doc-builder.js";import{T as yM}from"../../chunks/Tip-hf-doc-builder.js";import{I as Vc}from"../../chunks/IconCopyLink-hf-doc-builder.js";import{C as T}from"../../chunks/CodeBlock-hf-doc-builder.js";function jM(Se){let u,N,b,X,D,Z,q,V;return{c(){u=o("p"),N=t("\u{1F4A1} "),b=o("code"),X=t("DiffusionPipeline"),D=t(" \uD074\uB798\uC2A4\uAC00 \uB3D9\uC791\uD558\uB294 \uBC29\uC2DD\uC5D0 \uBCF4\uB2E4 \uC790\uC138\uD55C \uB0B4\uC6A9\uC774 \uAD81\uAE08\uD558\uB2E4\uBA74,  "),Z=o("a"),q=t("DiffusionPipeline explained"),V=t(" \uC139\uC158\uC744 \uD655\uC778\uD574\uBCF4\uC138\uC694."),this.h()},l(C){u=n(C,"P",{});var E=i(u);N=a(E,"\u{1F4A1} "),b=n(E,"CODE",{});var P=i(b);X=a(P,"DiffusionPipeline"),P.forEach(s),D=a(E," \uD074\uB798\uC2A4\uAC00 \uB3D9\uC791\uD558\uB294 \uBC29\uC2DD\uC5D0 \uBCF4\uB2E4 \uC790\uC138\uD55C \uB0B4\uC6A9\uC774 \uAD81\uAE08\uD558\uB2E4\uBA74,  "),Z=n(E,"A",{href:!0});var I=i(Z);q=a(I,"DiffusionPipeline explained"),I.forEach(s),V=a(E," \uC139\uC158\uC744 \uD655\uC778\uD574\uBCF4\uC138\uC694."),E.forEach(s),this.h()},h(){d(Z,"href","#diffusionpipeline%EC%97%90-%EB%8C%80%ED%95%B4-%EC%95%8C%EC%95%84%EB%B3%B4%EA%B8%B0")},m(C,E){r(C,u,E),e(u,N),e(u,b),e(b,X),e(u,D),e(u,Z),e(Z,q),e(u,V)},d(C){C&&s(u)}}}function ZM(Se){let u,N,b,X,D,Z,q,V;return{c(){u=o("p"),N=t("\u{1F4A1} \uBAA8\uB378 \uAD6C\uC870\uB294 \uB3D9\uC77C\uD558\uC9C0\uB9CC \uC11C\uB85C \uB2E4\uB978 \uD559\uC2B5 \uD658\uACBD\uC5D0\uC11C \uC11C\uB85C \uB2E4\uB978 \uB370\uC774\uD130\uC14B\uC73C\uB85C \uD559\uC2B5\uB41C \uCCB4\uD06C\uD3EC\uC778\uD2B8\uB4E4\uC774 \uC788\uC744 \uACBD\uC6B0, \uD574\uB2F9 \uCCB4\uD06C\uD3EC\uC778\uD2B8\uB4E4\uC740 variant \uB2E8\uACC4\uAC00 \uC544\uB2CC \uB9AC\uD3EC\uC9C0\uD1A0\uB9AC \uB2E8\uACC4\uC5D0\uC11C \uBD84\uB9AC\uB418\uC5B4 \uAD00\uB9AC\uB418\uC5B4\uC57C \uD569\uB2C8\uB2E4. 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(\uC989, \uD574\uB2F9 \uCCB4\uD06C\uD3EC\uC778\uD2B8\uB4E4\uC740 \uC11C\uB85C \uB2E4\uB978 \uB9AC\uD3EC\uC9C0\uD1A0\uB9AC\uC5D0\uC11C \uB530\uB85C \uAD00\uB9AC\uB418\uC5B4\uC57C \uD569\uB2C8\uB2E4. \uC608\uC2DC: "),b=n(E,"CODE",{});var P=i(b);X=a(P,"stable-diffusion-v1-4"),P.forEach(s),D=a(E,", "),Z=n(E,"CODE",{});var I=i(Z);q=a(I,"stable-diffusion-v1-5"),I.forEach(s),V=a(E,")."),E.forEach(s)},m(C,E){r(C,u,E),e(u,N),e(u,b),e(b,X),e(u,D),e(u,Z),e(Z,q),e(u,V)},d(C){C&&s(u)}}}function EM(Se){let u,N,b,X,D,Z,q,V,C,E,P,I,bn,Ms,wn,_n,Va,Xe,vn,Ra,B,ys,Js,Cn,In,ms,Us,kn,Wn,hs,al,Vn,Ts,Rn,Nn,js,Dn,Bn,Gn,Zs,Es,$n,Na,ol,Jl,bs,zl,Qn,ws,An,Da,ml,Ba,Y,_s,Sn,Xn,Ol,qn,Yn,vs,Pn,zn,Ga,xl,$a,Ul,On,Cs,xn,Fn,Qa,Fl,Aa,nl,gl,gn,Hn,Hl,Ln,Kn,Sa,Ll,Xa,Kl,li,qa,z,ei,Is,si,ti,ks,ai,oi,Ya,le,Pa,hl,ni,Ws,ii,pi,za,ee,Oa,O,ri,Vs,fi,ci,Rs,di,ui,xa,se,Mi,Fa,qe,yi,ga,x,Ns,Ji,mi,Ds,Ui,hi,Bs,Ti,Ha,Tl,ji,Gs,Zi,Ei,La,te,Ka,v,bi,$s,wi,_i,Qs,vi,Ci,As,Ii,ki,Ss,Wi,Vi,ae,Ri,Ni,lo,G,Di,Xs,Bi,Gi,qs,$i,Qi,Ys,Ai,Si,eo,oe,so,ne,Xi,to,$,qi,ie,Yi,Pi,Ps,zi,Oi,zs,xi,Fi,ao,pe,oo,re,gi,no,jl,Hi,Os,Li,Ki,io,fe,po,Zl,lp,xs,ep,sp,ro,ce,fo,k,tp,Fs,ap,op,gs,np,ip,Hs,pp,rp,Ls,fp,cp,co,de,uo,il,El,Ks,ue,dp,lt,up,Mo,Ye,Mp,yo,bl,Me,et,yp,Jp,st,mp,Up,Pe,hp,tt,Tp,Jo,wl,mo,_l,at,pl,ot,nt,jp,Zp,it,pt,Ep,bp,rt,ft,wp,_p,rl,fl,ct,vp,Cp,dt,Ip,kp,Uo,Wp,cl,ut,Vp,Rp,Mt,Np,Dp,ye,yt,Bp,Gp,Jt,$p,Qp,dl,mt,Ap,Sp,Ut,Xp,qp,ht,Tt,Yp,ho,ze,Pp,To,vl,j,jt,zp,Op,Zt,xp,Fp,Et,gp,Hp,bt,Lp,Kp,wt,lr,er,_t,sr,tr,vt,ar,or,Ct,nr,ir,It,pr,rr,fr,Q,kt,cr,dr,Je,Wt,ur,Mr,Vt,yr,Jr,Rt,mr,Ur,jo,me,Zo,F,hr,Nt,Tr,jr,Dt,Zr,Er,Eo,Ue,bo,Cl,br,Bt,wr,_r,wo,he,_o,Te,vr,vo,g,Cr,Gt,Ir,kr,$t,Wr,Vr,Co,A,Rr,Qt,Nr,Dr,At,Br,Gr,je,St,$r,Qr,Io,Ze,ko,Il,Ar,Ee,Sr,Xr,Wo,be,Vo,H,qr,Xt,Yr,Pr,qt,zr,Or,Ro,we,No,_e,xr,Do,kl,Fr,Yt,gr,Hr,Bo,Wl,Lr,Pt,Kr,lf,Go,ve,$o,ul,Vl,zt,Ce,ef,Ot,sf,Qo,Rl,tf,xt,af,of,Ao,Nl,Ml,nf,Ft,pf,rf,gt,ff,cf,df,Oe,Ht,uf,Mf,So,L,yf,Lt,Jf,mf,Ie,Kt,Uf,hf,Xo,ke,qo,K,Tf,la,jf,Zf,ea,Ef,bf,Yo,_,Dl,sa,wf,_f,ta,vf,Cf,If,We,aa,kf,Wf,Ve,Vf,Rf,Bl,oa,Nf,Df,na,Bf,Gf,$f,Gl,ia,Qf,Af,pa,Sf,Xf,qf,$l,ra,Yf,Pf,fa,zf,Of,xf,Ql,ca,Ff,gf,da,Hf,Lf,Kf,Al,ua,lc,ec,Ma,sc,tc,Po,Re,zo,Sl,ac,Ne,ya,oc,nc,Oo,De,xo,xe,ic,Fo,Be,go,Ge,Ho,ll,pc,Ja,rc,fc,ma,cc,dc,Lo,el,Fe,Ua,uc,Mc,yc,ge,ha,Jc,mc,Uc,R,hc,Ta,Tc,jc,ja,Zc,Ec,Za,bc,wc,Ea,_c,vc,Ko,$e,ln;return zl=new Vc({}),ml=new yM({props:{$$slots:{default:[jM]},$$scope:{ctx:Se}}}),xl=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMERpZmZ1c2lvblBpcGVsaW5lJTBBJTBBcmVwb19pZCUyMCUzRCUyMCUyMnJ1bndheW1sJTJGc3RhYmxlLWRpZmZ1c2lvbi12MS01JTIyJTBBcGlwZSUyMCUzRCUyMERpZmZ1c2lvblBpcGVsaW5lLmZyb21fcHJldHJhaW5lZChyZXBvX2lkKQ==",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> DiffusionPipeline

repo_id = <span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>
pipe = DiffusionPipeline.from_pretrained(repo_id)`}}),Fl=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMFN0YWJsZURpZmZ1c2lvblBpcGVsaW5lJTBBJTBBcmVwb19pZCUyMCUzRCUyMCUyMnJ1bndheW1sJTJGc3RhYmxlLWRpZmZ1c2lvbi12MS01JTIyJTBBcGlwZSUyMCUzRCUyMFN0YWJsZURpZmZ1c2lvblBpcGVsaW5lLmZyb21fcHJldHJhaW5lZChyZXBvX2lkKQ==",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> StableDiffusionPipeline

repo_id = <span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>
pipe = StableDiffusionPipeline.from_pretrained(repo_id)`}}),Ll=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMFN0YWJsZURpZmZ1c2lvbkltZzJJbWdQaXBlbGluZSUwQSUwQXJlcG9faWQlMjAlM0QlMjAlMjJydW53YXltbCUyRnN0YWJsZS1kaWZmdXNpb24tdjEtNSUyMiUwQXBpcGUlMjAlM0QlMjBTdGFibGVEaWZmdXNpb25JbWcySW1nUGlwZWxpbmUuZnJvbV9wcmV0cmFpbmVkKHJlcG9faWQp",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> StableDiffusionImg2ImgPipeline

repo_id = <span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>
pipe = StableDiffusionImg2ImgPipeline.from_pretrained(repo_id)`}}),le=new T({props:{code:"Z2l0JTIwbGZzJTIwaW5zdGFsbCUwQWdpdCUyMGNsb25lJTIwaHR0cHMlM0ElMkYlMkZodWdnaW5nZmFjZS5jbyUyRnJ1bndheW1sJTJGc3RhYmxlLWRpZmZ1c2lvbi12MS01",highlighted:`git lfs install
git <span class="hljs-built_in">clone</span> https://huggingface.co/runwayml/stable-diffusion-v1-5`}}),ee=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMERpZmZ1c2lvblBpcGVsaW5lJTBBJTBBcmVwb19pZCUyMCUzRCUyMCUyMi4lMkZzdGFibGUtZGlmZnVzaW9uLXYxLTUlMjIlMEFzdGFibGVfZGlmZnVzaW9uJTIwJTNEJTIwRGlmZnVzaW9uUGlwZWxpbmUuZnJvbV9wcmV0cmFpbmVkKHJlcG9faWQp",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> DiffusionPipeline

repo_id = <span class="hljs-string">&quot;./stable-diffusion-v1-5&quot;</span>
stable_diffusion = DiffusionPipeline.from_pretrained(repo_id)`}}),te=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMERpZmZ1c2lvblBpcGVsaW5lJTBBJTBBcmVwb19pZCUyMCUzRCUyMCUyMnJ1bndheW1sJTJGc3RhYmxlLWRpZmZ1c2lvbi12MS01JTIyJTBBc3RhYmxlX2RpZmZ1c2lvbiUyMCUzRCUyMERpZmZ1c2lvblBpcGVsaW5lLmZyb21fcHJldHJhaW5lZChyZXBvX2lkKSUwQXN0YWJsZV9kaWZmdXNpb24uc2NoZWR1bGVyLmNvbXBhdGlibGVz",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> DiffusionPipeline

repo_id = <span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>
stable_diffusion = DiffusionPipeline.from_pretrained(repo_id)
stable_diffusion.scheduler.compatibles`}}),oe=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMERpZmZ1c2lvblBpcGVsaW5lJTJDJTIwRXVsZXJEaXNjcmV0ZVNjaGVkdWxlciUyQyUyMERQTVNvbHZlck11bHRpc3RlcFNjaGVkdWxlciUwQSUwQXJlcG9faWQlMjAlM0QlMjAlMjJydW53YXltbCUyRnN0YWJsZS1kaWZmdXNpb24tdjEtNSUyMiUwQSUwQXNjaGVkdWxlciUyMCUzRCUyMEV1bGVyRGlzY3JldGVTY2hlZHVsZXIuZnJvbV9wcmV0cmFpbmVkKHJlcG9faWQlMkMlMjBzdWJmb2xkZXIlM0QlMjJzY2hlZHVsZXIlMjIpJTBBJTBBc3RhYmxlX2RpZmZ1c2lvbiUyMCUzRCUyMERpZmZ1c2lvblBpcGVsaW5lLmZyb21fcHJldHJhaW5lZChyZXBvX2lkJTJDJTIwc2NoZWR1bGVyJTNEc2NoZWR1bGVyKQ==",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> DiffusionPipeline, EulerDiscreteScheduler, DPMSolverMultistepScheduler

repo_id = <span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>

scheduler = EulerDiscreteScheduler.from_pretrained(repo_id, subfolder=<span class="hljs-string">&quot;scheduler&quot;</span>)

stable_diffusion = DiffusionPipeline.from_pretrained(repo_id, scheduler=scheduler)`}}),pe=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMERpZmZ1c2lvblBpcGVsaW5lJTBBJTBBcmVwb19pZCUyMCUzRCUyMCUyMnJ1bndheW1sJTJGc3RhYmxlLWRpZmZ1c2lvbi12MS01JTIyJTBBc3RhYmxlX2RpZmZ1c2lvbiUyMCUzRCUyMERpZmZ1c2lvblBpcGVsaW5lLmZyb21fcHJldHJhaW5lZChyZXBvX2lkJTJDJTIwc2FmZXR5X2NoZWNrZXIlM0ROb25lKQ==",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> DiffusionPipeline

repo_id = <span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>
stable_diffusion = DiffusionPipeline.from_pretrained(repo_id, safety_checker=<span class="hljs-literal">None</span>)`}}),fe=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMFN0YWJsZURpZmZ1c2lvblBpcGVsaW5lJTJDJTIwU3RhYmxlRGlmZnVzaW9uSW1nMkltZ1BpcGVsaW5lJTBBJTBBbW9kZWxfaWQlMjAlM0QlMjAlMjJydW53YXltbCUyRnN0YWJsZS1kaWZmdXNpb24tdjEtNSUyMiUwQXN0YWJsZV9kaWZmdXNpb25fdHh0MmltZyUyMCUzRCUyMFN0YWJsZURpZmZ1c2lvblBpcGVsaW5lLmZyb21fcHJldHJhaW5lZChtb2RlbF9pZCklMEElMEFjb21wb25lbnRzJTIwJTNEJTIwc3RhYmxlX2RpZmZ1c2lvbl90eHQyaW1nLmNvbXBvbmVudHM=",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> StableDiffusionPipeline, StableDiffusionImg2ImgPipeline

model_id = <span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>
stable_diffusion_txt2img = StableDiffusionPipeline.from_pretrained(model_id)

components = stable_diffusion_txt2img.components`}}),ce=new T({props:{code:"c3RhYmxlX2RpZmZ1c2lvbl9pbWcyaW1nJTIwJTNEJTIwU3RhYmxlRGlmZnVzaW9uSW1nMkltZ1BpcGVsaW5lKCoqY29tcG9uZW50cyk=",highlighted:"stable_diffusion_img2img = StableDiffusionImg2ImgPipeline(**components)"}}),de=new T({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> StableDiffusionPipeline, StableDiffusionImg2ImgPipeline

model_id = <span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>
stable_diffusion_txt2img = StableDiffusionPipeline.from_pretrained(model_id)
stable_diffusion_img2img = StableDiffusionImg2ImgPipeline(
    vae=stable_diffusion_txt2img.vae,
    text_encoder=stable_diffusion_txt2img.text_encoder,
    tokenizer=stable_diffusion_txt2img.tokenizer,
    unet=stable_diffusion_txt2img.unet,
    scheduler=stable_diffusion_txt2img.scheduler,
    safety_checker=<span class="hljs-literal">None</span>,
    feature_extractor=<span class="hljs-literal">None</span>,
    requires_safety_checker=<span class="hljs-literal">False</span>,
)`}}),ue=new Vc({}),wl=new yM({props:{$$slots:{default:[ZM]},$$scope:{ctx:Se}}}),me=new T({props:{code:"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",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> DiffusionPipeline

<span class="hljs-comment"># load fp16 variant</span>
stable_diffusion = DiffusionPipeline.from_pretrained(
    <span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>, variant=<span class="hljs-string">&quot;fp16&quot;</span>, torch_dtype=torch.float16
)
<span class="hljs-comment"># load non_ema variant</span>
stable_diffusion = DiffusionPipeline.from_pretrained(<span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>, variant=<span class="hljs-string">&quot;non_ema&quot;</span>)`}}),Ue=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMERpZmZ1c2lvblBpcGVsaW5lJTBBJTBBJTIzJTIwc2F2ZSUyMGFzJTIwZnAxNiUyMHZhcmlhbnQlMEFzdGFibGVfZGlmZnVzaW9uLnNhdmVfcHJldHJhaW5lZCglMjJydW53YXltbCUyRnN0YWJsZS1kaWZmdXNpb24tdjEtNSUyMiUyQyUyMHZhcmlhbnQlM0QlMjJmcDE2JTIyKSUwQSUyMyUyMHNhdmUlMjBhcyUyMG5vbi1lbWElMjB2YXJpYW50JTBBc3RhYmxlX2RpZmZ1c2lvbi5zYXZlX3ByZXRyYWluZWQoJTIycnVud2F5bWwlMkZzdGFibGUtZGlmZnVzaW9uLXYxLTUlMjIlMkMlMjB2YXJpYW50JTNEJTIybm9uX2VtYSUyMik=",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> DiffusionPipeline

<span class="hljs-comment"># save as fp16 variant</span>
stable_diffusion.save_pretrained(<span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>, variant=<span class="hljs-string">&quot;fp16&quot;</span>)
<span class="hljs-comment"># save as non-ema variant</span>
stable_diffusion.save_pretrained(<span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>, variant=<span class="hljs-string">&quot;non_ema&quot;</span>)`}}),he=new T({props:{code:"JTIzJTIwJUYwJTlGJTkxJThFJTIwdGhpcyUyMHdvbid0JTIwd29yayUwQXN0YWJsZV9kaWZmdXNpb24lMjAlM0QlMjBEaWZmdXNpb25QaXBlbGluZS5mcm9tX3ByZXRyYWluZWQoJTIyLiUyRnN0YWJsZS1kaWZmdXNpb24tdjEtNSUyMiUyQyUyMHRvcmNoX2R0eXBlJTNEdG9yY2guZmxvYXQxNiklMEElMjMlMjAlRjAlOUYlOTElOEQlMjB0aGlzJTIwd29ya3MlMEFzdGFibGVfZGlmZnVzaW9uJTIwJTNEJTIwRGlmZnVzaW9uUGlwZWxpbmUuZnJvbV9wcmV0cmFpbmVkKCUwQSUyMCUyMCUyMCUyMCUyMi4lMkZzdGFibGUtZGlmZnVzaW9uLXYxLTUlMjIlMkMlMjB2YXJpYW50JTNEJTIyZnAxNiUyMiUyQyUyMHRvcmNoX2R0eXBlJTNEdG9yY2guZmxvYXQxNiUwQSk=",highlighted:`<span class="hljs-comment"># \u{1F44E} this won&#x27;t work</span>
stable_diffusion = DiffusionPipeline.from_pretrained(<span class="hljs-string">&quot;./stable-diffusion-v1-5&quot;</span>, torch_dtype=torch.float16)
<span class="hljs-comment"># \u{1F44D} this works</span>
stable_diffusion = DiffusionPipeline.from_pretrained(
    <span class="hljs-string">&quot;./stable-diffusion-v1-5&quot;</span>, variant=<span class="hljs-string">&quot;fp16&quot;</span>, torch_dtype=torch.float16
)`}}),Ze=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMFVOZXQyRENvbmRpdGlvbk1vZGVsJTBBJTBBcmVwb19pZCUyMCUzRCUyMCUyMnJ1bndheW1sJTJGc3RhYmxlLWRpZmZ1c2lvbi12MS01JTIyJTBBbW9kZWwlMjAlM0QlMjBVTmV0MkRDb25kaXRpb25Nb2RlbC5mcm9tX3ByZXRyYWluZWQocmVwb19pZCUyQyUyMHN1YmZvbGRlciUzRCUyMnVuZXQlMjIp",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> UNet2DConditionModel

repo_id = <span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>
model = UNet2DConditionModel.from_pretrained(repo_id, subfolder=<span class="hljs-string">&quot;unet&quot;</span>)`}}),be=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMFVOZXQyRE1vZGVsJTBBJTBBcmVwb19pZCUyMCUzRCUyMCUyMmdvb2dsZSUyRmRkcG0tY2lmYXIxMC0zMiUyMiUwQW1vZGVsJTIwJTNEJTIwVU5ldDJETW9kZWwuZnJvbV9wcmV0cmFpbmVkKHJlcG9faWQp",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> UNet2DModel

repo_id = <span class="hljs-string">&quot;google/ddpm-cifar10-32&quot;</span>
model = UNet2DModel.from_pretrained(repo_id)`}}),we=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMFVOZXQyRENvbmRpdGlvbk1vZGVsJTBBJTBBbW9kZWwlMjAlM0QlMjBVTmV0MkRDb25kaXRpb25Nb2RlbC5mcm9tX3ByZXRyYWluZWQoJTIycnVud2F5bWwlMkZzdGFibGUtZGlmZnVzaW9uLXYxLTUlMjIlMkMlMjBzdWJmb2xkZXIlM0QlMjJ1bmV0JTIyJTJDJTIwdmFyaWFudCUzRCUyMm5vbi1lbWElMjIpJTBBbW9kZWwuc2F2ZV9wcmV0cmFpbmVkKCUyMi4lMkZsb2NhbC11bmV0JTIyJTJDJTIwdmFyaWFudCUzRCUyMm5vbi1lbWElMjIp",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> UNet2DConditionModel

model = UNet2DConditionModel.from_pretrained(<span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>, subfolder=<span class="hljs-string">&quot;unet&quot;</span>, variant=<span class="hljs-string">&quot;non-ema&quot;</span>)
model.save_pretrained(<span class="hljs-string">&quot;./local-unet&quot;</span>, variant=<span class="hljs-string">&quot;non-ema&quot;</span>)`}}),ve=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMFN0YWJsZURpZmZ1c2lvblBpcGVsaW5lJTBBZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMCglMEElMjAlMjAlMjAlMjBERFBNU2NoZWR1bGVyJTJDJTBBJTIwJTIwJTIwJTIwRERJTVNjaGVkdWxlciUyQyUwQSUyMCUyMCUyMCUyMFBORE1TY2hlZHVsZXIlMkMlMEElMjAlMjAlMjAlMjBMTVNEaXNjcmV0ZVNjaGVkdWxlciUyQyUwQSUyMCUyMCUyMCUyMEV1bGVyRGlzY3JldGVTY2hlZHVsZXIlMkMlMEElMjAlMjAlMjAlMjBFdWxlckFuY2VzdHJhbERpc2NyZXRlU2NoZWR1bGVyJTJDJTBBJTIwJTIwJTIwJTIwRFBNU29sdmVyTXVsdGlzdGVwU2NoZWR1bGVyJTJDJTBBKSUwQSUwQXJlcG9faWQlMjAlM0QlMjAlMjJydW53YXltbCUyRnN0YWJsZS1kaWZmdXNpb24tdjEtNSUyMiUwQSUwQWRkcG0lMjAlM0QlMjBERFBNU2NoZWR1bGVyLmZyb21fcHJldHJhaW5lZChyZXBvX2lkJTJDJTIwc3ViZm9sZGVyJTNEJTIyc2NoZWR1bGVyJTIyKSUwQWRkaW0lMjAlM0QlMjBERElNU2NoZWR1bGVyLmZyb21fcHJldHJhaW5lZChyZXBvX2lkJTJDJTIwc3ViZm9sZGVyJTNEJTIyc2NoZWR1bGVyJTIyKSUwQXBuZG0lMjAlM0QlMjBQTkRNU2NoZWR1bGVyLmZyb21fcHJldHJhaW5lZChyZXBvX2lkJTJDJTIwc3ViZm9sZGVyJTNEJTIyc2NoZWR1bGVyJTIyKSUwQWxtcyUyMCUzRCUyMExNU0Rpc2NyZXRlU2NoZWR1bGVyLmZyb21fcHJldHJhaW5lZChyZXBvX2lkJTJDJTIwc3ViZm9sZGVyJTNEJTIyc2NoZWR1bGVyJTIyKSUwQWV1bGVyX2FuYyUyMCUzRCUyMEV1bGVyQW5jZXN0cmFsRGlzY3JldGVTY2hlZHVsZXIuZnJvbV9wcmV0cmFpbmVkKHJlcG9faWQlMkMlMjBzdWJmb2xkZXIlM0QlMjJzY2hlZHVsZXIlMjIpJTBBZXVsZXIlMjAlM0QlMjBFdWxlckRpc2NyZXRlU2NoZWR1bGVyLmZyb21fcHJldHJhaW5lZChyZXBvX2lkJTJDJTIwc3ViZm9sZGVyJTNEJTIyc2NoZWR1bGVyJTIyKSUwQWRwbSUyMCUzRCUyMERQTVNvbHZlck11bHRpc3RlcFNjaGVkdWxlci5mcm9tX3ByZXRyYWluZWQocmVwb19pZCUyQyUyMHN1YmZvbGRlciUzRCUyMnNjaGVkdWxlciUyMiklMEElMEElMjMlMjByZXBsYWNlJTIwJTYwZHBtJTYwJTIwd2l0aCUyMGFueSUyMG9mJTIwJTYwZGRwbSU2MCUyQyUyMCU2MGRkaW0lNjAlMkMlMjAlNjBwbmRtJTYwJTJDJTIwJTYwbG1zJTYwJTJDJTIwJTYwZXVsZXJfYW5jJTYwJTJDJTIwJTYwZXVsZXIlNjAlMEFwaXBlbGluZSUyMCUzRCUyMFN0YWJsZURpZmZ1c2lvblBpcGVsaW5lLmZyb21fcHJldHJhaW5lZChyZXBvX2lkJTJDJTIwc2NoZWR1bGVyJTNEZHBtKQ==",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> StableDiffusionPipeline
<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> (
    DDPMScheduler,
    DDIMScheduler,
    PNDMScheduler,
    LMSDiscreteScheduler,
    EulerDiscreteScheduler,
    EulerAncestralDiscreteScheduler,
    DPMSolverMultistepScheduler,
)

repo_id = <span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>

ddpm = DDPMScheduler.from_pretrained(repo_id, subfolder=<span class="hljs-string">&quot;scheduler&quot;</span>)
ddim = DDIMScheduler.from_pretrained(repo_id, subfolder=<span class="hljs-string">&quot;scheduler&quot;</span>)
pndm = PNDMScheduler.from_pretrained(repo_id, subfolder=<span class="hljs-string">&quot;scheduler&quot;</span>)
lms = LMSDiscreteScheduler.from_pretrained(repo_id, subfolder=<span class="hljs-string">&quot;scheduler&quot;</span>)
euler_anc = EulerAncestralDiscreteScheduler.from_pretrained(repo_id, subfolder=<span class="hljs-string">&quot;scheduler&quot;</span>)
euler = EulerDiscreteScheduler.from_pretrained(repo_id, subfolder=<span class="hljs-string">&quot;scheduler&quot;</span>)
dpm = DPMSolverMultistepScheduler.from_pretrained(repo_id, subfolder=<span class="hljs-string">&quot;scheduler&quot;</span>)

<span class="hljs-comment"># replace \`dpm\` with any of \`ddpm\`, \`ddim\`, \`pndm\`, \`lms\`, \`euler_anc\`, \`euler\`</span>
pipeline = StableDiffusionPipeline.from_pretrained(repo_id, scheduler=dpm)`}}),Ce=new Vc({}),ke=new T({props:{code:"ZnJvbSUyMGRpZmZ1c2VycyUyMGltcG9ydCUyMERpZmZ1c2lvblBpcGVsaW5lJTBBJTBBcmVwb19pZCUyMCUzRCUyMCUyMnJ1bndheW1sJTJGc3RhYmxlLWRpZmZ1c2lvbi12MS01JTIyJTBBcGlwZWxpbmUlMjAlM0QlMjBEaWZmdXNpb25QaXBlbGluZS5mcm9tX3ByZXRyYWluZWQocmVwb19pZCklMEFwcmludChwaXBlbGluZSk=",highlighted:`<span class="hljs-keyword">from</span> diffusers <span class="hljs-keyword">import</span> DiffusionPipeline

repo_id = <span class="hljs-string">&quot;runwayml/stable-diffusion-v1-5&quot;</span>
pipeline = DiffusionPipeline.from_pretrained(repo_id)
<span class="hljs-built_in">print</span>(pipeline)`}}),Re=new T({props:{code:"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",highlighted:`StableDiffusionPipeline <span class="hljs-punctuation">{</span>
  <span class="hljs-attr">&quot;feature_extractor&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;transformers&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;CLIPImageProcessor&quot;</span>
  <span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;safety_checker&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;stable_diffusion&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;StableDiffusionSafetyChecker&quot;</span>
  <span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;scheduler&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;diffusers&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;PNDMScheduler&quot;</span>
  <span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;text_encoder&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;transformers&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;CLIPTextModel&quot;</span>
  <span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;tokenizer&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;transformers&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;CLIPTokenizer&quot;</span>
  <span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;unet&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;diffusers&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;UNet2DConditionModel&quot;</span>
  <span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;vae&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;diffusers&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;AutoencoderKL&quot;</span>
  <span class="hljs-punctuation">]</span>
<span class="hljs-punctuation">}</span>`}}),De=new T({props:{code:"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",highlighted:`.
\u251C\u2500\u2500 feature_extractor
\u2502   \u2514\u2500\u2500 preprocessor_config.<span class="hljs-keyword">json
</span>\u251C\u2500\u2500 model_index.<span class="hljs-keyword">json
</span>\u251C\u2500\u2500 safety_checker
\u2502   \u251C\u2500\u2500 <span class="hljs-built_in">config</span>.<span class="hljs-keyword">json
</span>\u2502   \u2514\u2500\u2500 pytorch_model.<span class="hljs-keyword">bin
</span>\u251C\u2500\u2500 <span class="hljs-keyword">scheduler
</span>\u2502   \u2514\u2500\u2500 <span class="hljs-keyword">scheduler_config.json
</span>\u251C\u2500\u2500 text_encoder
\u2502   \u251C\u2500\u2500 <span class="hljs-built_in">config</span>.<span class="hljs-keyword">json
</span>\u2502   \u2514\u2500\u2500 pytorch_model.<span class="hljs-keyword">bin
</span>\u251C\u2500\u2500 tokenizer
\u2502   \u251C\u2500\u2500 merges.txt
\u2502   \u251C\u2500\u2500 special_tokens_map.<span class="hljs-keyword">json
</span>\u2502   \u251C\u2500\u2500 tokenizer_config.<span class="hljs-keyword">json
</span>\u2502   \u2514\u2500\u2500 vocab.<span class="hljs-keyword">json
</span>\u251C\u2500\u2500 unet
\u2502   \u251C\u2500\u2500 <span class="hljs-built_in">config</span>.<span class="hljs-keyword">json
</span>\u2502   \u251C\u2500\u2500 <span class="hljs-keyword">diffusion_pytorch_model.bin
</span>\u2514\u2500\u2500 vae
    \u251C\u2500\u2500 <span class="hljs-built_in">config</span>.<span class="hljs-keyword">json
</span>    \u251C\u2500\u2500 <span class="hljs-keyword">diffusion_pytorch_model.bin</span>`}}),Be=new T({props:{code:"cGlwZWxpbmUudG9rZW5pemVy",highlighted:"pipeline.tokenizer"}}),Ge=new T({props:{code:"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",highlighted:`CLIPTokenizer(
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    vocab_size=<span class="hljs-number">49408</span>,
    model_max_length=<span class="hljs-number">77</span>,
    is_fast=<span class="hljs-literal">False</span>,
    padding_side=<span class="hljs-string">&quot;right&quot;</span>,
    truncation_side=<span class="hljs-string">&quot;right&quot;</span>,
    special_tokens={
        <span class="hljs-string">&quot;bos_token&quot;</span>: AddedToken(<span class="hljs-string">&quot;&lt;|startoftext|&gt;&quot;</span>, rstrip=<span class="hljs-literal">False</span>, lstrip=<span class="hljs-literal">False</span>, single_word=<span class="hljs-literal">False</span>, normalized=<span class="hljs-literal">True</span>),
        <span class="hljs-string">&quot;eos_token&quot;</span>: AddedToken(<span class="hljs-string">&quot;&lt;|endoftext|&gt;&quot;</span>, rstrip=<span class="hljs-literal">False</span>, lstrip=<span class="hljs-literal">False</span>, single_word=<span class="hljs-literal">False</span>, normalized=<span class="hljs-literal">True</span>),
        <span class="hljs-string">&quot;unk_token&quot;</span>: AddedToken(<span class="hljs-string">&quot;&lt;|endoftext|&gt;&quot;</span>, rstrip=<span class="hljs-literal">False</span>, lstrip=<span class="hljs-literal">False</span>, single_word=<span class="hljs-literal">False</span>, normalized=<span class="hljs-literal">True</span>),
        <span class="hljs-string">&quot;pad_token&quot;</span>: <span class="hljs-string">&quot;&lt;|endoftext|&gt;&quot;</span>,
    },
)`}}),$e=new T({props:{code:"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",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;StableDiffusionPipeline&quot;</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;_diffusers_version&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-string">&quot;0.6.0&quot;</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;feature_extractor&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;transformers&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;CLIPImageProcessor&quot;</span>
  <span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;safety_checker&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;stable_diffusion&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;StableDiffusionSafetyChecker&quot;</span>
  <span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;scheduler&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;diffusers&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;PNDMScheduler&quot;</span>
  <span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;text_encoder&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;transformers&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;CLIPTextModel&quot;</span>
  <span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;tokenizer&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;transformers&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;CLIPTokenizer&quot;</span>
  <span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;unet&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;diffusers&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;UNet2DConditionModel&quot;</span>
  <span class="hljs-punctuation">]</span><span class="hljs-punctuation">,</span>
  <span class="hljs-attr">&quot;vae&quot;</span><span class="hljs-punctuation">:</span> <span class="hljs-punctuation">[</span>
    <span class="hljs-string">&quot;diffusers&quot;</span><span class="hljs-punctuation">,</span>
    <span class="hljs-string">&quot;AutoencoderKL&quot;</span>
  <span class="hljs-punctuation">]</span>
<span class="hljs-punctuation">}</span>`}}),{c(){u=o("meta"),N=f(),b=o("h1"),X=t("\uD30C\uC774\uD504\uB77C\uC778, \uBAA8\uB378, \uC2A4\uCF00\uC904\uB7EC \uBD88\uB7EC\uC624\uAE30"),D=f(),Z=o("p"),q=t("\uAE30\uBCF8\uC801\uC73C\uB85C diffusion \uBAA8\uB378\uC740 \uB2E4\uC591\uD55C \uCEF4\uD3EC\uB10C\uD2B8\uB4E4(\uBAA8\uB378, \uD1A0\uD06C\uB098\uC774\uC800, \uC2A4\uCF00\uC904\uB7EC) \uAC04\uC758 \uBCF5\uC7A1\uD55C \uC0C1\uD638\uC791\uC6A9\uC744 \uAE30\uBC18\uC73C\uB85C \uB3D9\uC791\uD569\uB2C8\uB2E4. \uB514\uD4E8\uC800\uC2A4(Diffusers)\uB294 \uC774\uB7EC\uD55C diffusion \uBAA8\uB378\uC744 \uBCF4\uB2E4 \uC27D\uACE0 \uAC04\uD3B8\uD55C API\uB85C \uC81C\uACF5\uD558\uB294 \uAC83\uC744 \uBAA9\uD45C\uB85C \uC124\uACC4\uB418\uC5C8\uC2B5\uB2C8\uB2E4. 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(\uC608\uB97C \uB4E4\uC5B4 \uC704\uC758 \uB450 \uCCB4\uD06C\uD3EC\uC778\uD2B8\uC758 \uACBD\uC6B0, text-to-image\uC640 image-to-image\uC5D0 \uBAA8\uB450 \uD65C\uC6A9\uB420 \uC218 \uC788\uC2B5\uB2C8\uB2E4.)  \uB9CC\uC57D \uC774\uB7EC\uD55C \uCCB4\uD06C\uD3EC\uC778\uD2B8\uB4E4\uC744 \uAE30\uBCF8 \uC124\uC815 \uD0DC\uC2A4\uD06C\uAC00 \uC544\uB2CC \uB2E4\uB978 \uD0DC\uC2A4\uD06C\uC5D0 \uD65C\uC6A9\uD558\uACE0\uC790 \uD55C\uB2E4\uBA74, \uD574\uB2F9 \uD0DC\uC2A4\uD06C\uC5D0 \uB300\uC751\uB418\uB294 \uD30C\uC774\uD504\uB77C\uC778(task-specific pipeline)\uC744 \uC0AC\uC6A9\uD574\uC57C \uD569\uB2C8\uB2E4."),Sa=f(),M(Ll.$$.fragment),Xa=f(),Kl=o("h3"),li=t("\uB85C\uCEEC \uD30C\uC774\uD504\uB77C\uC778"),qa=f(),z=o("p"),ei=t("\uD30C\uC774\uD504\uB77C\uC778\uC744 \uB85C\uCEEC\uB85C \uBD88\uB7EC\uC624\uACE0\uC790 \uD55C\uB2E4\uBA74, "),Is=o("code"),si=t("git-lfs"),ti=t("\uB97C \uC0AC\uC6A9\uD558\uC5EC \uC9C1\uC811 \uCCB4\uD06C\uD3EC\uC778\uD2B8\uB97C \uB85C\uCEEC \uB514\uC2A4\uD06C\uC5D0 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\uB85C\uCEEC \uB514\uC2A4\uD06C\uC5D0 \uC800\uC7A5\uB41C \uD30C\uC774\uD504\uB77C\uC778 \uCCB4\uD06C\uD3EC\uC778\uD2B8\uAC00 \uCD5C\uC2E0 \uBC84\uC804\uC774 \uC544\uB2D0 \uACBD\uC6B0\uC5D0\uB3C4, \uCD5C\uC2E0 \uBC84\uC804\uC744 \uB2E4\uC6B4\uB85C\uB4DC\uD558\uC9C0 \uC54A\uACE0 \uAE30\uC874 \uB85C\uCEEC \uB514\uC2A4\uD06C\uC5D0 \uC800\uC7A5\uB41C \uCCB4\uD06C\uD3EC\uC778\uD2B8\uB97C \uC0AC\uC6A9\uD55C\uB2E4\uB294 \uAC83\uC744 \uC758\uBBF8\uD569\uB2C8\uB2E4."),xa=f(),se=o("h3"),Mi=t("\uD30C\uC774\uD504\uB77C\uC778 \uB0B4\uBD80\uC758 \uCEF4\uD3EC\uB10C\uD2B8 \uAD50\uCCB4\uD558\uAE30"),Fa=f(),qe=o("p"),yi=t("\uD30C\uC774\uD504\uB77C\uC778 \uB0B4\uBD80\uC758 \uCEF4\uD3EC\uB10C\uD2B8\uB4E4\uC740 \uD638\uD658 \uAC00\uB2A5\uD55C \uB2E4\uB978 \uCEF4\uD3EC\uB10C\uD2B8\uB85C \uAD50\uCCB4\uB420 \uC218 \uC788\uC2B5\uB2C8\uB2E4. \uC774\uC640 \uAC19\uC740 \uCEF4\uD3EC\uB10C\uD2B8 \uAD50\uCCB4\uAC00 \uC911\uC694\uD55C \uC774\uC720\uB294 \uB2E4\uC74C\uACFC 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