diffusion-course/main/en/_app/immutable/nodes/2.f77ab281.js

import{s as zt,n as It,o as Jt}from"../chunks/scheduler.048ce5c2.js";import{S as Rt,i as Ut,g as s,s as n,r as j,A as Yt,h as a,f as l,c as o,j as jt,u as F,x as r,k as Ft,y as Bt,a as i,v as z,d as I,t as J,w as R}from"../chunks/index.2633050f.js";import{H as U}from"../chunks/Heading.bb054f8c.js";function Nt(ct){let f,Y,q,B,u,N,h,wt=`<a href="https://github.com/huggingface/diffusion-models-class/blob/main/LICENSE" rel="nofollow"><img src="https://img.shields.io/static/v1?label=License&amp;message=Apache&amp;color=%3CYellow%3E" alt="License"/></a>  
<a href="https://github.com/dhakalnirajan/diffusion-models-class" rel="nofollow"><img src="https://img.shields.io/github/forks/huggingface/diffusion-models-class.svg?style=social&amp;label=Fork&amp;maxAge=2592000" alt="GitHub forks"/></a>  
<a href="https://jupyter.org/try" rel="nofollow"><img src="https://img.shields.io/badge/Made%20with-Jupyter-red?style=flat-square&amp;logo=Jupyter" alt="Made with Jupyter"/></a>  
<img src="https://img.shields.io/badge/PyTorch-%23EE4C2C.svg?style=flat-square&amp;logo=PyTorch&amp;logoColor=white" alt="PyTorch"/>`,G,d,bt="In this free course, you will:",K,m,yt="<li>👩‍🎓 Study the theory behind diffusion models</li> <li>🧨 Learn how to generate images and audio with the popular 🤗 Diffusers library</li> <li>🏋️‍♂️ Train your own diffusion models from scratch</li> <li>📻 Fine-tune existing diffusion models on new datasets</li> <li>🗺 Explore conditional generation and guidance</li> <li>🧑‍🔬 Create your own custom diffusion model pipelines</li>",Q,g,vt='Register via the <strong><a href="https://huggingface.us17.list-manage.com/subscribe?u=7f57e683fa28b51bfc493d048&amp;id=ef963b4162" rel="nofollow">signup form</a></strong> and then join us on <strong><a href="https://discord.gg/aYka4Yhff9" rel="nofollow">Discord</a></strong> to get the conversations started. Instructions on how to join specific categories/channels <strong><a href="https://discord.com/channels/879548962464493619/1014509271255367701" rel="nofollow">are here.</a></strong>',W,p,X,c,Tt='<thead><tr><th>📆 Publishing date</th> <th>📘 Unit</th> <th>👩‍💻 Hands-on</th></tr></thead> <tbody><tr><td>November 28, 2022</td> <td><a href="https://github.com/huggingface/diffusion-models-class/tree/main/unit1" rel="nofollow">An Introduction to Diffusion Models</a></td> <td>Introduction to Diffusers and Diffusion Models From Scratch</td></tr> <tr><td>December 12, 2022</td> <td><a href="https://github.com/huggingface/diffusion-models-class/tree/main/unit2" rel="nofollow">Fine-Tuning and Guidance</a></td> <td>Fine-Tuning a Diffusion Model on New Data and Adding Guidance</td></tr> <tr><td>December 21, 2022</td> <td><a href="https://github.com/huggingface/diffusion-models-class/tree/main/unit3" rel="nofollow">Stable Diffusion</a></td> <td>Exploring a Powerful Text-Conditioned Latent Diffusion Model</td></tr> <tr><td>January 2023 (TBC)</td> <td><a href="https://github.com/huggingface/diffusion-models-class/tree/main/unit4" rel="nofollow">Doing More with Diffusion</a></td> <td>Advanced Techniques to Take Diffusion Further</td></tr></tbody>',O,w,Ct="More information coming soon!",V,b,Z,y,Lt="<li>Good skills in Python 🐍</li> <li>Basics in Deep Learning and Pytorch</li>",tt,v,_t="If it’s not the case yet, you can check these free resources:",et,T,Mt='<li>Python: <a href="https://www.udacity.com/course/introduction-to-python--ud1110" rel="nofollow">https://www.udacity.com/course/introduction-to-python—ud1110</a></li> <li>Intro to Deep Learning with PyTorch: <a href="https://www.udacity.com/course/deep-learning-pytorch--ud188" rel="nofollow">https://www.udacity.com/course/deep-learning-pytorch—ud188</a></li> <li>PyTorch in 60 min: <a href="https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html" rel="nofollow">https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html</a></li>',lt,C,it,L,$t="<strong>Is this class free?</strong>",nt,_,xt="Yes, totally free 🥳.",ot,M,Ht="<strong>Do I need to have a Hugging Face account to follow the course?</strong>",st,$,Pt="Yes, to push your custom models and pipelines to the hub, you need an account (it’s free) 🤗.",at,x,Dt='You can create one here 👉 <a href="https://huggingface.co/join" rel="nofollow">https://huggingface.co/join</a>',rt,H,kt="<strong>What’s the format of the class?</strong>",ft,P,Et="The course will consist of at least <strong>4 Units.</strong> More will be added as time goes on, on topics like diffusion for audio.",ut,D,At="Each unit consists of some theory and background alongside one or more hands-on notebooks. Some units will also contain suggested projects and we’ll have competitions and swag for the best pipelines and demos (more details TDB).",ht,k,dt,E,qt='Members of the 🤗 community have begun translating the course! We’re planning to host this course on the <a href="https://huggingface.co/" rel="nofollow">Hugging Face website</a>, so if you’re interested in contributing a translation, we recommend waiting until we’ve formatted the English content in it’s final form.',mt,A,St='<thead><tr><th align="left">Language</th> <th align="left">Authors</th></tr></thead> <tbody><tr><td align="left"><a href="https://github.com/darcula1993/diffusion-models-class-CN/blob/main/README_CN.md" rel="nofollow">Chinese</a></td> <td align="left"><a href="https://github.com/darcula1993" rel="nofollow">@darcula1993</a> <a href="https://github.com/XhrLeokk" rel="nofollow">@XhrLeokk</a> <a href="https://github.com/SuSung-boy" rel="nofollow">@SuSung-boy</a> <a href="https://github.com/Hoi2022" rel="nofollow">@Hoi2022</a></td></tr> <tr><td align="left"><a href="https://github.com/eltociear/diffusion-models-class-JA/blob/main/README_JA.md" rel="nofollow">Japanese</a></td> <td align="left"><a href="https://github.com/eltociear" rel="nofollow">@eltociear</a> <a href="https://github.com/nazuki155" rel="nofollow">@nazuki155</a></td></tr> <tr><td align="left"><a href="https://github.com/deep-diver/diffusion-models-class/blob/main/README_KR.md" rel="nofollow">Korean</a></td> <td align="left"><a href="https://github.com/deep-diver" rel="nofollow">@deep-diver</a></td></tr></tbody>',gt,S,pt;return u=new U({props:{title:"Hugging Face Diffusion Models Course",local:"hugging-face-diffusion-models-course",headingTag:"h1"}}),p=new U({props:{title:"Syllabus",local:"syllabus",headingTag:"h2"}}),b=new U({props:{title:"Prerequisites",local:"prerequisites",headingTag:"h2"}}),C=new U({props:{title:"FAQ",local:"faq",headingTag:"h2"}}),k=new U({props:{title:"🌎 Languages and translations",local:"-languages-and-translations",headingTag:"h2"}}),{c(){f=s("meta"),Y=n(),q=s("p"),B=n(),j(u.$$.fragment),N=n(),h=s("p"),h.innerHTML=wt,G=n(),d=s("p"),d.textContent=bt,K=n(),m=s("ul"),m.innerHTML=yt,Q=n(),g=s("p"),g.innerHTML=vt,W=n(),j(p.$$.fragment),X=n(),c=s("table"),c.innerHTML=Tt,O=n(),w=s("p"),w.textContent=Ct,V=n(),j(b.$$.fragment),Z=n(),y=s("ul"),y.innerHTML=Lt,tt=n(),v=s("p"),v.textContent=_t,et=n(),T=s("ul"),T.innerHTML=Mt,lt=n(),j(C.$$.fragment),it=n(),L=s("p"),L.innerHTML=$t,nt=n(),_=s("p"),_.textContent=xt,ot=n(),M=s("p"),M.innerHTML=Ht,st=n(),$=s("p"),$.textContent=Pt,at=n(),x=s("p"),x.innerHTML=Dt,rt=n(),H=s("p"),H.innerHTML=kt,ft=n(),P=s("p"),P.innerHTML=Et,ut=n(),D=s("p"),D.textContent=At,ht=n(),j(k.$$.fragment),dt=n(),E=s("p"),E.innerHTML=qt,mt=n(),A=s("table"),A.innerHTML=St,gt=n(),S=s("p"),this.h()},l(t){const e=Yt("svelte-u9bgzb",document.head);f=a(e,"META",{name:!0,content:!0}),e.forEach(l),Y=o(t),q=a(t,"P",{}),jt(q).forEach(l),B=o(t),F(u.$$.fragment,t),N=o(t),h=a(t,"P",{"data-svelte-h":!0}),r(h)!=="svelte-1qta4jf"&&(h.innerHTML=wt),G=o(t),d=a(t,"P",{"data-svelte-h":!0}),r(d)!=="svelte-6wur6d"&&(d.textContent=bt),K=o(t),m=a(t,"UL",{"data-svelte-h":!0}),r(m)!=="svelte-tnliz8"&&(m.innerHTML=yt),Q=o(t),g=a(t,"P",{"data-svelte-h":!0}),r(g)!=="svelte-gstbek"&&(g.innerHTML=vt),W=o(t),F(p.$$.fragment,t),X=o(t),c=a(t,"TABLE",{"data-svelte-h":!0}),r(c)!=="svelte-1s4q531"&&(c.innerHTML=Tt),O=o(t),w=a(t,"P",{"data-svelte-h":!0}),r(w)!=="svelte-we4qmo"&&(w.textContent=Ct),V=o(t),F(b.$$.fragment,t),Z=o(t),y=a(t,"UL",{"data-svelte-h":!0}),r(y)!=="svelte-jtcnti"&&(y.innerHTML=Lt),tt=o(t),v=a(t,"P",{"data-svelte-h":!0}),r(v)!=="svelte-vepy2l"&&(v.textContent=_t),et=o(t),T=a(t,"UL",{"data-svelte-h":!0}),r(T)!=="svelte-1mpjn6u"&&(T.innerHTML=Mt),lt=o(t),F(C.$$.fragment,t),it=o(t),L=a(t,"P",{"data-svelte-h":!0}),r(L)!=="svelte-zol7iy"&&(L.innerHTML=$t),nt=o(t),_=a(t,"P",{"data-svelte-h":!0}),r(_)!=="svelte-3cgkwx"&&(_.textContent=xt),ot=o(t),M=a(t,"P",{"data-svelte-h":!0}),r(M)!=="svelte-b4n8gp"&&(M.innerHTML=Ht),st=o(t),$=a(t,"P",{"data-svelte-h":!0}),r($)!=="svelte-zzr1ob"&&($.textContent=Pt),at=o(t),x=a(t,"P",{"data-svelte-h":!0}),r(x)!=="svelte-37qcjk"&&(x.innerHTML=Dt),rt=o(t),H=a(t,"P",{"data-svelte-h":!0}),r(H)!=="svelte-g9gbi6"&&(H.innerHTML=kt),ft=o(t),P=a(t,"P",{"data-svelte-h":!0}),r(P)!=="svelte-gwgnfe"&&(P.innerHTML=Et),ut=o(t),D=a(t,"P",{"data-svelte-h":!0}),r(D)!=="svelte-10rd3uy"&&(D.textContent=At),ht=o(t),F(k.$$.fragment,t),dt=o(t),E=a(t,"P",{"data-svelte-h":!0}),r(E)!=="svelte-jrgn8q"&&(E.innerHTML=qt),mt=o(t),A=a(t,"TABLE",{"data-svelte-h":!0}),r(A)!=="svelte-1s4nomp"&&(A.innerHTML=St),gt=o(t),S=a(t,"P",{}),jt(S).forEach(l),this.h()},h(){Ft(f,"name","hf:doc:metadata"),Ft(f,"content",Gt)},m(t,e){Bt(document.head,f),i(t,Y,e),i(t,q,e),i(t,B,e),z(u,t,e),i(t,N,e),i(t,h,e),i(t,G,e),i(t,d,e),i(t,K,e),i(t,m,e),i(t,Q,e),i(t,g,e),i(t,W,e),z(p,t,e),i(t,X,e),i(t,c,e),i(t,O,e),i(t,w,e),i(t,V,e),z(b,t,e),i(t,Z,e),i(t,y,e),i(t,tt,e),i(t,v,e),i(t,et,e),i(t,T,e),i(t,lt,e),z(C,t,e),i(t,it,e),i(t,L,e),i(t,nt,e),i(t,_,e),i(t,ot,e),i(t,M,e),i(t,st,e),i(t,$,e),i(t,at,e),i(t,x,e),i(t,rt,e),i(t,H,e),i(t,ft,e),i(t,P,e),i(t,ut,e),i(t,D,e),i(t,ht,e),z(k,t,e),i(t,dt,e),i(t,E,e),i(t,mt,e),i(t,A,e),i(t,gt,e),i(t,S,e),pt=!0},p:It,i(t){pt||(I(u.$$.fragment,t),I(p.$$.fragment,t),I(b.$$.fragment,t),I(C.$$.fragment,t),I(k.$$.fragment,t),pt=!0)},o(t){J(u.$$.fragment,t),J(p.$$.fragment,t),J(b.$$.fragment,t),J(C.$$.fragment,t),J(k.$$.fragment,t),pt=!1},d(t){t&&(l(Y),l(q),l(B),l(N),l(h),l(G),l(d),l(K),l(m),l(Q),l(g),l(W),l(X),l(c),l(O),l(w),l(V),l(Z),l(y),l(tt),l(v),l(et),l(T),l(lt),l(it),l(L),l(nt),l(_),l(ot),l(M),l(st),l($),l(at),l(x),l(rt),l(H),l(ft),l(P),l(ut),l(D),l(ht),l(dt),l(E),l(mt),l(A),l(gt),l(S)),l(f),R(u,t),R(p,t),R(b,t),R(C,t),R(k,t)}}}const Gt='{"title":"Hugging Face Diffusion Models Course","local":"hugging-face-diffusion-models-course","sections":[{"title":"Syllabus","local":"syllabus","sections":[],"depth":2},{"title":"Prerequisites","local":"prerequisites","sections":[],"depth":2},{"title":"FAQ","local":"faq","sections":[],"depth":2},{"title":"🌎 Languages and translations","local":"-languages-and-translations","sections":[],"depth":2}],"depth":1}';function Kt(ct){return Jt(()=>{new URLSearchParams(window.location.search).get("fw")}),[]}class Ot extends Rt{constructor(f){super(),Ut(this,f,Kt,Nt,zt,{})}}export{Ot as component};