import{S as Oa,i as ka,s as Ga,e as l,c as o,a as n,d as a,b as i,T as xr,g as zr,L as Vr,k as g,t,w as $a,R as xa,m as u,h as r,x as za,f as Je,F as e,y as Va,q as Ba,o as Ca,B as qa,v as Ua}from"../../chunks/vendor-f4a867ed.js";function Ja(F){let h,_;return{c(){h=l("iframe"),this.h()},l(s){h=o(s,"IFRAME",{class:!0,src:!0,title:!0,frameborder:!0,allow:!0}),n(h).forEach(a),this.h()},h(){i(h,"class","w-full xl:w-4/6 h-80"),xr(h.src,_="https://www.youtube-nocookie.com/embed/"+F[0])||i(h,"src",_),i(h,"title","YouTube video player"),i(h,"frameborder","0"),i(h,"allow","accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"),h.allowFullscreen=!0},m(s,v){zr(s,h,v)},p(s,[v]){v&1&&!xr(h.src,_="https://www.youtube-nocookie.com/embed/"+s[0])&&i(h,"src",_)},i:Vr,o:Vr,d(s){s&&a(h)}}}function Wa(F,h,_){let{id:s}=h;return F.$$set=v=>{"id"in v&&_(0,s=v.id)},[s]}class Ya extends Oa{constructor(h){super();ka(this,h,Wa,Ja,Ga,{id:0})}}function ja(F){let h,_,s,v,We,Ye,se,je,Ke,I,Qe,f,Xe,A,Ze,et,D,tt,rt,S,at,lt,R,ot,nt,M,it,st,O,ct,gt,ut,ce,ht,ft,we,dt,pt,d,ge,k,Br,vt,y,G,mt,$,_t,wt,Et,Ee,yt,Lt,ye,Pt,bt,Le,Tt,Ht,L,Pe,Nt,Ft,w,It,x,At,Dt,z,St,Rt,V,Mt,Ot,P,kt,B,Gt,$t,C,xt,zt,Vt,q,Bt,U,Ct,qt,Ut,ue,Jt,Wt,be,Yt,jt,J,W,Kt,Te,Qt,Xt,Zt,Y,j,er,He,tr,rr,ar,K,b,lr,Ne,or,nr,Fe,Q,ir,sr,cr,X,Z,gr,Ie,ur,hr,fr,ee,te,dr,Ae,pr,vr,mr,re,T,_r,De,wr,Er,ae,yr,Lr,Pr,le,H,br,Se,Tr,Hr,oe,Nr,Fr,Ir,Re,Ar,Dr,N,ne,Sr,Me,Rr,Mr,Or,Oe,kr,Gr,ke,$r,$e;return I=new Ya({props:{id:"00GKzGyWFEs"}}),{c(){h=l("meta"),_=g(),s=l("div"),v=l("h1"),We=t("\u0645\u0642\u062F\u0645\u0629"),Ye=g(),se=l("h2"),je=t("\u0645\u0631\u062D\u0628\u0627 \u0628\u0643\u0645 \u0641\u064A \u062F\u0648\u0631\u0629 \u{1F917}!"),Ke=g(),$a(I.$$.fragment),Qe=g(),f=l("p"),Xe=t("\u0633\u062A\u0639\u0644\u0645\u0643 \u0647\u0630\u0647 \u0627\u0644\u062F\u0648\u0631\u0629 \u0627\u0644\u062A\u062F\u0631\u064A\u0628\u064A\u0629 \u062D\u0648\u0644 \u0645\u0639\u0627\u0644\u062C\u0629 \u0627\u0644\u0644\u063A\u0629 \u0627\u0644\u0637\u0628\u064A\u0639\u064A\u0629 (NLP) \u0628\u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0645\u0643\u062A\u0628\u0627\u062A \u0645\u0646 \u0645\u0646\u0638\u0648\u0645\u0629 [Hugging Face\u{1F917}] ("),A=l("a"),Ze=t("https://huggingface.co"),et=t(") - [Transformers\u{1F917}] ("),D=l("a"),tt=t("https://github.com/huggingface/transformers"),rt=t(") \u0648 [Datasets\u{1F917}] ("),S=l("a"),at=t("https://github.com/huggingface/datasets"),lt=t(") \u0648 [Tokenizer\u{1F917}] ("),R=l("a"),ot=t("https://github.com/huggingface/tokenizers"),nt=t(") \u0648 [Accelerate\u{1F917}] ("),M=l("a"),it=t("https://github.com/huggingface/accelerate"),st=t(") \u0648\u0643\u0630\u0644\u0643 [Hugging Face Hub] ("),O=l("a"),ct=t("https://huggingface.co/models"),gt=t("). \u0648 \u0647\u0630\u0627 \u0643\u0644\u0647 \u0645\u062C\u0627\u0646\u064A \u062A\u0645\u0627\u0645\u064B\u0627 \u0648\u0628\u062F\u0648\u0646 \u0625\u0639\u0644\u0627\u0646\u0627\u062A."),ut=g(),ce=l("h2"),ht=t("\u0645\u0627\u0630\u0627 \u062A\u062A\u0648\u0642\u0639\u061F"),ft=g(),we=l("p"),dt=t("\u0641\u064A\u0645\u0627 \u064A\u0644\u064A \u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0645\u0648\u062C\u0632\u0629 \u0639\u0646 \u0627\u0644\u062F\u0648\u0631\u0629:"),pt=g(),d=l("div"),ge=l("div"),k=l("img"),vt=g(),y=l("ul"),G=l("li"),mt=t("\u062A\u0642\u062F\u0645 \u0627\u0644\u0641\u0635\u0648\u0644 \u0645\u0646 1 \u0625\u0644\u0649 4 \u0645\u0642\u062F\u0645\u0629 \u0644\u0644\u0645\u0641\u0627\u0647\u064A\u0645 \u0627\u0644\u0631\u0626\u064A\u0633\u064A\u0629 \u0644\u0645\u0643\u062A\u0628\u0629 Transformers\u{1F917}. \u0628\u0646\u0647\u0627\u064A\u0629 \u0647\u0630\u0627 \u0627\u0644\u062C\u0632\u0621 \u0645\u0646 \u0627\u0644\u062F\u0648\u0631\u0629 \u0627\u0644\u062A\u062F\u0631\u064A\u0628\u064A\u0629 \u060C \u0633\u062A\u0643\u0648\u0646 \u0639\u0644\u0649 \u062F\u0631\u0627\u064A\u0629 \u0628\u0643\u064A\u0641\u064A\u0629 \u0639\u0645\u0644 \u0646\u0645\u0627\u0630\u062C \u0627\u0644\u0645\u062D\u0648\u0644\u0627\u062A Transformer \u0648\u0633\u062A\u0639\u0631\u0641 \u0643\u064A\u0641\u064A\u0629 \u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0646\u0645\u0648\u0630\u062C \u0645\u0646 [Hugging Face Hub] ("),$=l("a"),_t=t("https://huggingface.co/models"),wt=t(") \u060C \u062A\u0639\u062F\u064A\u0644\u0647 \u0639\u0644\u064A \u0645\u062C\u0645\u0648\u0639\u0629 \u0628\u064A\u0627\u0646\u0627\u062A \u0645\u062D\u062F\u062F\u0629 \u0648\u0645\u0634\u0627\u0631\u0643\u0629 \u0646\u062A\u0627\u0626\u062C\u0643 \u0639\u0644\u0649 Hub!"),Et=g(),Ee=l("li"),yt=t("\u0627\u0644\u0641\u0635\u0648\u0644 \u0645\u0646 5 \u0625\u0644\u0649 8 \u062A\u0639\u0644\u0645 \u0623\u0633\u0627\u0633\u064A\u0627\u062A \u0645\u0643\u062A\u0628\u0629 \u0645\u062C\u0645\u0648\u0639\u0627\u062A \u0627\u0644\u0628\u064A\u0627\u0646\u0627\u062A Datasets\u{1F917}\u0648 \u0643\u0630\u0644\u0643 \u0645\u0643\u062A\u0628\u0629 \u0627\u0644\u062A\u0631\u0645\u064A\u0632 Tokenizer\u{1F917} \u0642\u0628\u0644 \u0627\u0644\u063A\u0648\u0635 \u0641\u064A \u0645\u0647\u0627\u0645 NLP \u0627\u0644\u0643\u0644\u0627\u0633\u064A\u0643\u064A\u0629. \u0628\u0646\u0647\u0627\u064A\u0629 \u0647\u0630\u0627 \u0627\u0644\u062C\u0632\u0621 \u060C \u0633\u062A\u0643\u0648\u0646 \u0642\u0627\u062F\u0631\u064B\u0627 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062C\u0629 \u0645\u0634\u0643\u0644\u0627\u062A NLP \u0627\u0644\u0623\u0643\u062B\u0631 \u0634\u064A\u0648\u0639\u064B\u0627 \u0628\u0646\u0641\u0633\u0643."),Lt=g(),ye=l("li"),Pt=t("\u0627\u0644\u0641\u0635\u0648\u0644 \u0645\u0646 9 \u0625\u0644\u0649 12 \u062A\u062A\u062C\u0627\u0648\u0632 NLP \u060C \u0648\u062A\u0633\u062A\u0643\u0634\u0641 \u0643\u064A\u0641 \u064A\u0645\u0643\u0646 \u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0646\u0645\u0627\u0630\u062C \u0627\u0644\u0645\u062D\u0648\u0644\u0627\u062A \u0644\u0645\u0639\u0627\u0644\u062C\u0629 \u0645\u0647\u0627\u0645 \u062D\u0627\u0633\u0648\u0628\u064A\u0629 \u0623\u062E\u0631\u064A \u0643\u0645\u0639\u0627\u0644\u062C\u0629 \u0627\u0644\u0643\u0644\u0627\u0645  \u0648\u0627\u0644\u0631\u0624\u064A\u0629 \u0627\u0644\u062D\u0627\u0633\u0648\u0628\u064A\u0629. \u0633\u062A\u062A\u0639\u0644\u0645 \u0623\u064A\u0636\u0627 \u0643\u064A\u0641\u064A\u0629 \u0625\u0646\u0634\u0627\u0621 \u0648\u0645\u0634\u0627\u0631\u0643\u0629 \u0627\u0644\u0639\u0631\u0648\u0636 \u0627\u0644\u062A\u0648\u0636\u064A\u062D\u064A\u0629 \u0644\u0646\u0645\u0627\u0630\u062C\u0643 \u060C \u0648\u062A\u062D\u0633\u064A\u0646\u0647\u0627 \u0644\u0628\u064A\u0626\u0627\u062A \u0627\u0644\u0625\u0646\u062A\u0627\u062C. \u0628\u0646\u0647\u0627\u064A\u0629 \u0647\u0630\u0627 \u0627\u0644\u062C\u0632\u0621 \u060C \u0633\u062A\u0643\u0648\u0646 \u062C\u0627\u0647\u0632\u064B\u0627 \u0644\u062A\u0637\u0628\u064A\u0642 \u0627\u0644\u0645\u062D\u0648\u0644\u0627\u062A (\u062A\u0642\u0631\u064A\u0628\u064B\u0627) \u0639\u0644\u0649 \u0623\u064A \u0645\u0634\u0643\u0644\u0629 \u0641\u064A \u0627\u0644\u062A\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064A!"),bt=g(),Le=l("p"),Tt=t("\u0647\u0630\u0647 \u0627\u0644\u062F\u0648\u0631\u0629:"),Ht=g(),L=l("ul"),Pe=l("li"),Nt=t("\u062A\u062A\u0637\u0644\u0628 \u0645\u0639\u0631\u0641\u0629 \u062C\u064A\u062F\u0629 \u0628\u0644\u063A\u0629 \u0627\u0644\u0628\u0631\u0645\u062C\u0629 Python"),Ft=g(),w=l("li"),It=t("\u0645\u0646 \u0627\u0644\u0623\u0641\u0636\u0644 \u0623\u062E\u0630 \u0647\u0630\u0647 \u0627\u0644\u062F\u0648\u0631\u0629 \u0628\u0639\u062F \u062F\u0648\u0631\u0629 \u062A\u0639\u0644\u064A\u0645\u064A\u0629 \u062A\u0645\u0647\u064A\u062F\u064A\u0629 \u060C \u0645\u062B\u0644 "),x=l("a"),At=t("fast.ai\u2019s"),Dt=g(),z=l("a"),St=t("\u0627\u0644\u062A\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064A\u0642 \u0627\u0644\u0639\u0645\u0644\u064A \u0644\u0644\u0645\u0628\u0631\u0645\u062C\u064A\u0646"),Rt=t(" \u0623\u0648 \u0623\u062D\u062F \u0627\u0644\u0628\u0631\u0627\u0645\u062C \u0627\u0644\u062A\u064A \u0637\u0648\u0631\u062A\u0647\u0627 "),V=l("a"),Mt=t("DeepLearning.AI"),Ot=g(),P=l("li"),kt=t("\u0644\u0627 \u062A\u062A\u0648\u0642\u0639 \u0645\u0639\u0631\u0641\u0629 \u0645\u0633\u0628\u0642\u0629 \u0628\u0640 "),B=l("a"),Gt=t("PyTorch"),$t=t(" \u0623\u0648 "),C=l("a"),xt=t("TensorFlow"),zt=t(" \u060C \u0639\u0644\u0649 \u0627\u0644\u0631\u063A\u0645 \u0645\u0646 \u0623\u0646 \u0627\u0644\u0625\u0644\u0645\u0627\u0645 \u0628\u0623\u064A\u064D\u0651 \u0645\u0646\u0647\u0645\u0627 \u0633\u064A\u0633\u0627\u0639\u062F"),Vt=g(),q=l("p"),Bt=t("\u0628\u0639\u062F \u0625\u0643\u0645\u0627\u0644 \u0647\u0630\u0647 \u0627\u0644\u062F\u0648\u0631\u0629 \u060C \u0646\u0648\u0635\u064A \u0628\u0627\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 DeepLearning.AI [\u062A\u062E\u0635\u0635 \u0645\u0639\u0627\u0644\u062C\u0629 \u0627\u0644\u0644\u063A\u0629 \u0627\u0644\u0637\u0628\u064A\u0639\u064A\u0629 (NLP)]("),U=l("a"),Ct=t("https://www.coursera.org/specializations/natural-language-processing\u061Futm_source=deeplearning-ai&utm_medium=institutions&utm_campaign=20211011-"),qt=t(" nlp-2-hugging_face-page-nlp-Refresh) \u060C \u0648\u0627\u0644\u062A\u064A \u062A\u063A\u0637\u064A \u0645\u062C\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0646\u0645\u0627\u0630\u062C \u0627\u0644\u0628\u0631\u0645\u062C\u0629 NLP \u0645\u062B\u0644 Naive Bayes \u0648 LSTMs \u0627\u0644\u062A\u064A \u062A\u0633\u062A\u062D\u0642 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0639\u0646\u0647\u0627!"),Ut=g(),ue=l("h2"),Jt=t("\u0645\u0646 \u0646\u062D\u0646\u061F"),Wt=g(),be=l("p"),Yt=t("\u0639\u0646 \u0627\u0644\u0645\u0624\u0644\u0641\u064A\u0646:"),jt=g(),J=l("div"),W=l("p"),Kt=t("\u202B"),Te=l("strong"),Qt=t("Matthew Carrigan"),Xt=t(" \u0645\u0647\u0646\u062F\u0633 \u062A\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0641\u064A Hugging Face. \u064A\u0639\u064A\u0634 \u0641\u064A \u062F\u0628\u0644\u0646 \u0628\u0623\u064A\u0631\u0644\u0646\u062F\u0627 \u0648\u0639\u0645\u0644 \u0633\u0627\u0628\u0642\u064B\u0627 \u0643\u0645\u0647\u0646\u062F\u0633 ML \u0641\u064A Parse.ly \u0648\u0642\u0628\u0644 \u0630\u0644\u0643 \u0643\u0627\u0646 \u0628\u0627\u062D\u062B\u064B\u0627 \u0628\u0639\u062F \u0627\u0644\u062F\u0643\u062A\u0648\u0631\u0627\u0647 \u0641\u064A Trinity College Dublin. \u0625\u0646\u0647 \u0644\u0627 \u064A\u0639\u062A\u0642\u062F \u0623\u0646\u0646\u0627 \u0633\u0646\u0635\u0644 \u0625\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064A \u0627\u0644\u0639\u0627\u0645 \u0645\u0646 \u062E\u0644\u0627\u0644 \u062A\u0648\u0633\u064A\u0639 \u0627\u0644\u0628\u064A\u0626\u0627\u062A \u0627\u0644\u062D\u0627\u0644\u064A\u0629 \u060C \u0648\u0644\u0643\u0646 \u0644\u062F\u064A\u0647 \u0622\u0645\u0627\u0644 \u0643\u0628\u064A\u0631\u0629 \u0641\u064A \u062E\u0644\u0648\u062F \u0627\u0644\u0631\u0648\u0628\u0648\u062A \u0628\u063A\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u0630\u0644\u0643."),Zt=g(),Y=l("div"),j=l("p"),er=t("\u202B"),He=l("strong"),tr=t("Lysandre Debut"),rr=t(" \u0647\u0648 \u0645\u0647\u0646\u062F\u0633 \u062A\u0639\u0644\u0645 \u0622\u0644\u064A \u0641\u064A Hugging Face \u0648\u064A\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0643\u062A\u0628\u0629 Transformers\u{1F917} \u0645\u0646\u0630 \u0645\u0631\u0627\u062D\u0644 \u0627\u0644\u062A\u0637\u0648\u064A\u0631 \u0627\u0644\u0645\u0628\u0643\u0631\u0629 \u062C\u062F\u064B\u0627. \u0647\u062F\u0641\u0647 \u0647\u0648 \u062C\u0639\u0644 NLP \u0641\u064A \u0645\u062A\u0646\u0627\u0648\u0644 \u0627\u0644\u062C\u0645\u064A\u0639 \u0645\u0646 \u062E\u0644\u0627\u0644 \u062A\u0637\u0648\u064A\u0631 \u0623\u062F\u0648\u0627\u062A \u0628\u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0648\u0627\u062C\u0647\u0629 \u0628\u0631\u0645\u062C\u0629 \u062A\u0637\u0628\u064A\u0642\u0627\u062A \u0628\u0633\u064A\u0637\u0629 \u0644\u0644\u063A\u0627\u064A\u0629."),ar=g(),K=l("div"),b=l("p"),lr=t("\u202B"),Ne=l("strong"),or=t("Sylvain Gugger"),nr=t(" \u0647\u0648 \u0645\u0647\u0646\u062F\u0633 \u0623\u0628\u062D\u0627\u062B \u0641\u064A Hugging Face \u0648\u0623\u062D\u062F \u0627\u0644\u0645\u0634\u0631\u0641\u064A\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064A\u064A\u0646 \u0639\u0644\u0649 \u0645\u0643\u062A\u0628\u0629 Transformers\u{1F917}. \u0643\u0627\u0646 \u0633\u0627\u0628\u0642\u064B\u0627 \u0639\u0627\u0644\u0645 \u0623\u0628\u062D\u0627\u062B \u0641\u064A fast.ai \u060C \u0648\u0634\u0627\u0631\u0643 \u0641\u064A \u0643\u062A\u0627\u0628\u0629 "),Fe=l("em"),Q=l("a"),ir=t("\u0627\u0644\u062A\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064A\u0642 \u0644\u0644\u0645\u0628\u0631\u0645\u062C\u064A\u0646 \u0645\u0639 Fastai \u0648 PyTorch"),sr=t(" \u0645\u0639 Jeremy Howard. \u064A\u0646\u0635\u0628 \u0627\u0644\u062A\u0631\u0643\u064A\u0632 \u0627\u0644\u0631\u0626\u064A\u0633\u064A \u0644\u0623\u0628\u062D\u0627\u062B\u0647 \u0639\u0644\u0649 \u062C\u0639\u0644 \u0627\u0644\u062A\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064A\u0642 \u0623\u0643\u062B\u0631 \u0633\u0647\u0648\u0644\u0629 \u060C \u0645\u0646 \u062E\u0644\u0627\u0644 \u062A\u0635\u0645\u064A\u0645 \u0648\u062A\u062D\u0633\u064A\u0646 \u0627\u0644\u062A\u0642\u0646\u064A\u0627\u062A \u0627\u0644\u062A\u064A \u062A\u0633\u0645\u062D \u0644\u0644\u0646\u0645\u0627\u0630\u062C \u0628\u0627\u0644\u062A\u062F\u0631\u064A\u0628 \u0627\u0644\u0633\u0631\u064A\u0639 \u0639\u0644\u0649 \u0645\u0648\u0627\u0631\u062F \u0645\u062D\u062F\u0648\u062F\u0629."),cr=g(),X=l("div"),Z=l("p"),gr=t("\u202B"),Ie=l("strong"),ur=t("Merve Noyan"),hr=t(" \u062F\u0627\u0639\u0645\u0629 \u0645\u0637\u0648\u0651\u0631\u064A \u0627\u0644\u0628\u0631\u0627\u0645\u062C \u0641\u064A Hugging Face \u060C \u0648\u062A\u0639\u0645\u0644 \u0639\u0644\u0649 \u062A\u0637\u0648\u064A\u0631 \u0627\u0644\u0623\u062F\u0648\u0627\u062A \u0648\u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u062D\u062A\u0648\u0649 \u062D\u0648\u0644\u0647\u0627 \u0644\u0625\u0636\u0641\u0627\u0621 \u0627\u0644\u0637\u0627\u0628\u0639 \u0627\u0644\u062F\u064A\u0645\u0642\u0631\u0627\u0637\u064A \u0639\u0644\u0649 \u0627\u0644\u062A\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064A \u0644\u0644\u062C\u0645\u064A\u0639."),fr=g(),ee=l("div"),te=l("p"),dr=t("\u202B"),Ae=l("strong"),pr=t("Lucile Saulnier"),vr=t(" \u0647\u064A \u0645\u0647\u0646\u062F\u0633\u0629 \u062A\u0639\u0644\u0645 \u0622\u0644\u064A \u0641\u064A Hugging Face \u060C \u062A\u0637\u0648\u0631 \u0648\u062A\u062F\u0639\u0645 \u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0623\u062F\u0648\u0627\u062A \u0645\u0641\u062A\u0648\u062D\u0629 \u0627\u0644\u0645\u0635\u062F\u0631. \u0643\u0645\u0627 \u0623\u0646\u0647\u0627 \u062A\u0634\u0627\u0631\u0643 \u0628\u0646\u0634\u0627\u0637 \u0641\u064A \u0627\u0644\u0639\u062F\u064A\u062F \u0645\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u064A\u0639 \u0627\u0644\u0628\u062D\u062B\u064A\u0629 \u0641\u064A \u0645\u062C\u0627\u0644 \u0645\u0639\u0627\u0644\u062C\u0629 \u0627\u0644\u0644\u063A\u0629 \u0627\u0644\u0637\u0628\u064A\u0639\u064A\u0629 \u0645\u062B\u0644 \u0627\u0644\u062A\u062F\u0631\u064A\u0628 \u0627\u0644\u062A\u0639\u0627\u0648\u0646\u064A \u0648 BigScience."),mr=g(),re=l("div"),T=l("p"),_r=t("\u202B"),De=l("strong"),wr=t("Lewis Tunstall"),Er=t(" \u0647\u0648 \u0645\u0647\u0646\u062F\u0633 \u062A\u0639\u0644\u0645 \u0622\u0644\u064A \u0641\u064A Hugging Face \u060C \u0648\u064A\u0631\u0643\u0632 \u0639\u0644\u0649 \u062A\u0637\u0648\u064A\u0631 \u0623\u062F\u0648\u0627\u062A \u0645\u0641\u062A\u0648\u062D\u0629 \u0627\u0644\u0645\u0635\u062F\u0631 \u0648\u062C\u0639\u0644\u0647\u0627 \u0641\u064A \u0645\u062A\u0646\u0627\u0648\u0644 \u0627\u0644\u0645\u062C\u062A\u0645\u0639 \u0643\u0643\u0644. \u0648\u0647\u0648 \u0623\u064A\u0636\u064B\u0627 \u0645\u0624\u0644\u0641 \u0645\u0634\u0627\u0631\u0643 \u0644\u0643\u062A\u0627\u0628 O\u2019reilly \u0627\u0644\u0642\u0627\u062F\u0645 \u0639\u0646 \u0627\u0644\u0645\u062D\u0648\u0644\u0627\u062A ("),ae=l("a"),yr=t("https://www.oreilly.com/library/view/natural-language-processing/9781098103231"),Lr=t(")."),Pr=g(),le=l("div"),H=l("p"),br=t("\u202B"),Se=l("strong"),Tr=t("Leandro von Werra"),Hr=t(" \u0647\u0648 \u0645\u0647\u0646\u062F\u0633 \u062A\u0639\u0644\u0645 \u0622\u0644\u064A \u0641\u064A \u0641\u0631\u064A\u0642 \u0645\u0641\u062A\u0648\u062D \u0627\u0644\u0645\u0635\u062F\u0631 \u0641\u064A Hugging Face \u0648\u0647\u0648 \u0623\u064A\u0636\u064B\u0627 \u0645\u0624\u0644\u0641 \u0645\u0634\u0627\u0631\u0643 \u0644\u0643\u062A\u0627\u0628 "),oe=l("a"),Nr=t("O\u2019Reilly \u0627\u0644\u0642\u0627\u062F\u0645 \u0639\u0646 \u0627\u0644\u0645\u062D\u0648\u0644\u0627\u062A"),Fr=t(". \u064A\u062A\u0645\u062A\u0639 \u0628\u062E\u0628\u0631\u0629 \u0639\u062F\u0629 \u0633\u0646\u0648\u0627\u062A \u0641\u064A \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0641\u064A \u062C\u0644\u0628 \u0645\u0634\u0627\u0631\u064A\u0639 NLP \u0625\u0644\u0649 \u0627\u0644\u0625\u0646\u062A\u0627\u062C \u0645\u0646 \u062E\u0644\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 \u0639\u0628\u0631 \u0645\u062C\u0645\u0648\u0639\u0629 \u0627\u0644\u062A\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064A \u0628\u0627\u0644\u0643\u0627\u0645\u0644."),Ir=g(),Re=l("p"),Ar=t("\u0647\u0644 \u0623\u0646\u062A \u062C\u0627\u0647\u0632 \u0644\u0644\u0628\u062F\u0621\u061F \u0633\u062A\u062A\u0639\u0644\u0645 \u0641\u064A \u0647\u0630\u0627 \u0627\u0644\u0641\u0635\u0644:"),Dr=g(),N=l("ul"),ne=l("li"),Sr=t("\u0643\u064A\u0641\u064A\u0629 \u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0648\u0638\u064A\u0641\u0629 "),Me=l("code"),Rr=t("pipeline ()"),Mr=t(" \u0644\u062D\u0644 \u0645\u0647\u0627\u0645 NLP \u0645\u062B\u0644 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635 \u0648\u062A\u0635\u0646\u064A\u0641\u0647"),Or=g(),Oe=l("li"),kr=t("\u062D\u0648\u0644 \u0647\u0646\u062F\u0633\u0629 \u0627\u0644\u0645\u062D\u0648\u0644\u0627\u062A"),Gr=g(),ke=l("li"),$r=t("\u0643\u064A\u0641\u064A\u0629 \u0627\u0644\u062A\u0645\u064A\u064A\u0632 \u0628\u064A\u0646 \u0645\u0639\u0645\u0627\u0631\u064A\u0627\u062A encoder  \u0648 decoder \u0648 encoder-decoder \u0648\u062D\u0627\u0644\u0627\u062A \u0627\u0644\u0627\u0633\u062A\u062E\u062F\u0627\u0645"),this.h()},l(m){const Ge=xa('[data-svelte="svelte-1phssyn"]',document.head);h=o(Ge,"META",{name:!0,content:!0}),Ge.forEach(a),_=u(m),s=o(m,"DIV",{dir:!0,style:!0});var c=n(s);v=o(c,"H1",{id:!0});var Cr=n(v);We=r(Cr,"\u0645\u0642\u062F\u0645\u0629"),Cr.forEach(a),Ye=u(c),se=o(c,"H2",{id:!0});var qr=n(se);je=r(qr,"\u0645\u0631\u062D\u0628\u0627 \u0628\u0643\u0645 \u0641\u064A \u062F\u0648\u0631\u0629 \u{1F917}!"),qr.forEach(a),Ke=u(c),za(I.$$.fragment,c),Qe=u(c),f=o(c,"P",{});var p=n(f);Xe=r(p,"\u0633\u062A\u0639\u0644\u0645\u0643 \u0647\u0630\u0647 \u0627\u0644\u062F\u0648\u0631\u0629 \u0627\u0644\u062A\u062F\u0631\u064A\u0628\u064A\u0629 \u062D\u0648\u0644 \u0645\u0639\u0627\u0644\u062C\u0629 \u0627\u0644\u0644\u063A\u0629 \u0627\u0644\u0637\u0628\u064A\u0639\u064A\u0629 (NLP) \u0628\u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0645\u0643\u062A\u0628\u0627\u062A \u0645\u0646 \u0645\u0646\u0638\u0648\u0645\u0629 [Hugging Face\u{1F917}] ("),A=o(p,"A",{href:!0,rel:!0});var Ur=n(A);Ze=r(Ur,"https://huggingface.co"),Ur.forEach(a),et=r(p,") - [Transformers\u{1F917}] ("),D=o(p,"A",{href:!0,rel:!0});var Jr=n(D);tt=r(Jr,"https://github.com/huggingface/transformers"),Jr.forEach(a),rt=r(p,") \u0648 [Datasets\u{1F917}] ("),S=o(p,"A",{href:!0,rel:!0});var Wr=n(S);at=r(Wr,"https://github.com/huggingface/datasets"),Wr.forEach(a),lt=r(p,") \u0648 [Tokenizer\u{1F917}] 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\u0648\u0633\u062A\u0639\u0631\u0641 \u0643\u064A\u0641\u064A\u0629 \u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0646\u0645\u0648\u0630\u062C \u0645\u0646 [Hugging Face Hub] ("),$=o(xe,"A",{href:!0,rel:!0});var ea=n($);_t=r(ea,"https://huggingface.co/models"),ea.forEach(a),wt=r(xe,") \u060C \u062A\u0639\u062F\u064A\u0644\u0647 \u0639\u0644\u064A \u0645\u062C\u0645\u0648\u0639\u0629 \u0628\u064A\u0627\u0646\u0627\u062A \u0645\u062D\u062F\u062F\u0629 \u0648\u0645\u0634\u0627\u0631\u0643\u0629 \u0646\u062A\u0627\u0626\u062C\u0643 \u0639\u0644\u0649 Hub!"),xe.forEach(a),Et=u(he),Ee=o(he,"LI",{});var ta=n(Ee);yt=r(ta,"\u0627\u0644\u0641\u0635\u0648\u0644 \u0645\u0646 5 \u0625\u0644\u0649 8 \u062A\u0639\u0644\u0645 \u0623\u0633\u0627\u0633\u064A\u0627\u062A \u0645\u0643\u062A\u0628\u0629 \u0645\u062C\u0645\u0648\u0639\u0627\u062A \u0627\u0644\u0628\u064A\u0627\u0646\u0627\u062A Datasets\u{1F917}\u0648 \u0643\u0630\u0644\u0643 \u0645\u0643\u062A\u0628\u0629 \u0627\u0644\u062A\u0631\u0645\u064A\u0632 Tokenizer\u{1F917} \u0642\u0628\u0644 \u0627\u0644\u063A\u0648\u0635 \u0641\u064A \u0645\u0647\u0627\u0645 NLP \u0627\u0644\u0643\u0644\u0627\u0633\u064A\u0643\u064A\u0629. \u0628\u0646\u0647\u0627\u064A\u0629 \u0647\u0630\u0627 \u0627\u0644\u062C\u0632\u0621 \u060C \u0633\u062A\u0643\u0648\u0646 \u0642\u0627\u062F\u0631\u064B\u0627 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062C\u0629 \u0645\u0634\u0643\u0644\u0627\u062A NLP \u0627\u0644\u0623\u0643\u062B\u0631 \u0634\u064A\u0648\u0639\u064B\u0627 \u0628\u0646\u0641\u0633\u0643."),ta.forEach(a),Lt=u(he),ye=o(he,"LI",{});var ra=n(ye);Pt=r(ra,"\u0627\u0644\u0641\u0635\u0648\u0644 \u0645\u0646 9 \u0625\u0644\u0649 12 \u062A\u062A\u062C\u0627\u0648\u0632 NLP \u060C \u0648\u062A\u0633\u062A\u0643\u0634\u0641 \u0643\u064A\u0641 \u064A\u0645\u0643\u0646 \u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0646\u0645\u0627\u0630\u062C \u0627\u0644\u0645\u062D\u0648\u0644\u0627\u062A 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