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\u0645\u0647\u0645\u0627\u062A \u062E\u0641\u064A\u0641\u0629."),Xt=v(),Re=i("p"),er=h("\u0628\u0645\u062C\u0631\u062F \u0623\u0646 \u062A\u0634\u0639\u0631 \u0628\u0627\u0644\u0623\u0631\u064A\u062D\u064A\u0629 \u0641\u064A \u0627\u0644\u062A\u0646\u0642\u0644 \u0641\u064A Colab\u060C \u0623\u0646\u0634\u0626 \u062F\u0641\u062A\u0631 \u0645\u0644\u0627\u062D\u0638\u0627\u062A \u062C\u062F\u064A\u062F\u064B\u0627 \u0648\u0627\u0628\u062F\u0623 \u0641\u064A \u0627\u0644\u0625\u0639\u062F\u0627\u062F:"),tr=v(),ke=i("div"),re=i("img"),rr=v(),O=i("p"),lr=h("\u0627\u0644\u062E\u0637\u0648\u0629 \u0627\u0644\u062A\u0627\u0644\u064A\u0629 \u0647\u064A \u062A\u062B\u0628\u064A\u062A \u0627\u0644\u0645\u0643\u062A\u0628\u0627\u062A \u0627\u0644\u062A\u064A \u0633\u0646\u0633\u062A\u062E\u062F\u0645\u0647\u0627 \u0641\u064A \u0647\u0630\u0647 \u0627\u0644\u062F\u0648\u0631\u0629. \u0633\u0646\u0633\u062A\u062E\u062F\u0645 "),qe=i("code"),sr=h("pip"),ar=h(" \u0644\u0644\u062A\u062B\u0628\u064A\u062A\u060C \u0648\u0647\u0648 \u0645\u062F\u064A\u0631 \u0627\u0644\u062D\u0632\u0645 \u0644Python. \u062D\u062A\u0649 \u062A\u062A\u0645\u0643\u0646 \u0645\u0646 \u062A\u062B\u0628\u064A\u062A \u0645\u0643\u062A\u0628\u0629 \u{1F917} Transformers \u064A\u0645\u0643\u0646\u0643 \u062A\u0634\u063A\u064A\u0644 \u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0646\u0638\u0627\u0645 \u0639\u0646 \u0637\u0631\u064A\u0642 \u062A\u0633\u0628\u0642\u0647\u0627 \u0628\u0627\u0644\u062D\u0631\u0641 "),Fe=i("code"),or=h("!"),nr=h(" \u0641\u064A \u062F\u0641\u062A\u0631 Colab, \u0639\u0644\u0649 \u0627\u0644\u0646\u062D\u0648 \u0627\u0644\u062A\u0627\u0644\u064A:"),tt=v(),N(le.$$.fragment),rt=v(),S=i("div"),ir=h("\u064A\u0645\u0643\u0646\u0643 \u0627\u0644\u062A\u0623\u0643\u062F \u0645\u0646 \u062A\u062B\u0628\u064A\u062A \u0627\u0644\u062D\u0632\u0645\u0629 \u0628\u0634\u0643\u0644 \u0635\u062D\u064A\u062D \u0639\u0646 \u0637\u0631\u064A\u0642 \u0627\u0633\u062A\u064A\u0631\u0627\u062F\u0647\u0627 (import) \u062E\u0644\u0627\u0644 \u0648\u0642\u062A \u062A\u0634\u063A\u064A\u0644 Python:"),lt=v(),N(se.$$.fragment),st=v(),ae=i("div"),oe=i("img"),at=v(),G=i("div"),fr=h('\u0647\u0630\u0627 \u064A\u062B\u0628\u062A \u0646\u0633\u062E\u0629 \u062E\u0641\u064A\u0641\u0629 \u062C\u062F\u0627 \u0645\u0646 \u0645\u0643\u062A\u0628\u0629 \u{1F917} Transformers. \u0623\u064A \u0623\u0646\u0647 \u0644\u0645 \u064A\u062A\u0645 \u062A\u062B\u0628\u064A\u062A \u0623\u064A \u0625\u0637\u0627\u0631\u0627\u062A \u0639\u0645\u0644 \u0645\u062D\u062F\u062F\u0629 \u0644\u0644\u062A\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064A (\u0645\u062B\u0644 PyTorch \u0623\u0648 TensorFlow). \u0646\u0648\u0635\u064A \u0628\u062A\u062B\u0628\u064A\u062A "\u0625\u0635\u062F\u0627\u0631 \u0627\u0644\u062A\u0637\u0648\u064A\u0631" \u0644\u0644\u0645\u0643\u062A\u0628\u0629 \u0644\u0623\u0646\u0646\u0627 \u0633\u0648\u0641 \u0646\u0633\u062A\u062E\u062F\u0645 \u0627\u0644\u0643\u062B\u064A\u0631 \u0645\u0646 \u0627\u0644\u0645\u064A\u0632\u0627\u062A \u0627\u0644\u0645\u062E\u062A\u0644\u0641\u0629, \u0648 \u0647\u0630\u0627 \u0627\u0644\u0625\u0635\u062F\u0627\u0631 \u064A\u0623\u062A\u064A \u0645\u0639 \u062C\u0645\u064A\u0639 \u0627\u0644\u062A\u0628\u0639\u064A\u0627\u062A \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u062A\u0642\u0631\u064A\u0628\u0627\u064B \u0644\u0623\u064A \u062D\u0627\u0644\u0629 \u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u064A\u0645\u0643\u0646 \u062A\u062E\u064A\u0644\u0647\u0627:'),ot=v(),N(ne.$$.fragment),nt=v(),x=i("div"),cr=h(`\u0633\u064A\u0633\u062A\u063A\u0631\u0642 \u0647\u0630\u0627 \u0628\u0639\u0636 \u0627\u0644\u0648\u0642\u062A\u060C \u0644\u0643\u0646\u0643 \u0633\u062A\u0643\u0648\u0646 \u062C\u0627\u0647\u0632\u064B\u0627 \u0628\u0639\u062F \u0630\u0644\u0643 \u0644\u0628\u0642\u064A\u0629 \u0627\u0644\u062F\u0648\u0631\u0629!
`),Z=i("h2"),J=i("a"),Ue=i("span"),N(ie.$$.fragment),hr=v(),We=i("span"),ur=h("\u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0628\u064A\u0626\u0629 Python \u0627\u0641\u062A\u0631\u0627\u0636\u064A\u0629"),pr=v(),fe=i("p"),dr=h("\u0625\u0630\u0627 \u0643\u0646\u062A \u062A\u0641\u0636\u0644 \u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0628\u064A\u0626\u0629 Python \u0627\u0644\u0627\u0641\u062A\u0631\u0627\u0636\u064A\u0629\u060C \u0641\u0625\u0646 \u0627\u0644\u062E\u0637\u0648\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0647\u064A \u062A\u062B\u0628\u064A\u062A Python \u0639\u0644\u0649 \u0646\u0638\u0627\u0645\u0643. \u0644\u0644\u0628\u062F\u0621, \u0646\u0648\u0635\u064A \u0628\u0627\u062A\u0628\u0627\u0639 "),ce=i("a"),mr=h("\u062F\u0644\u064A\u0644 \u0627\u0644\u0625\u0631\u0634\u0627\u062F\u0627\u062A \u0647\u0630\u0627"),vr=h("."),gr=v(),he=i("p"),yr=h("\u0628\u0645\u062C\u0631\u062F \u062A\u062B\u0628\u064A\u062A Python\u060C \u064A\u062C\u0628 \u0623\u0646 \u062A\u0643\u0648\u0646 \u0642\u0627\u062F\u0631\u064B\u0627 \u0639\u0644\u0649 \u062A\u0634\u063A\u064A\u0644 \u0623\u0648\u0627\u0645\u0631 Python \u0641\u064A \u0627\u0644\u062C\u0647\u0627\u0632 \u0627\u0644\u0645\u0633\u062A\u062E\u062F\u0645. \u0644\u0644\u062A\u0623\u0643\u062F \u0645\u0646 \u062A\u062B\u0628\u064A\u062A\u0647 \u0628\u0634\u0643\u0644 \u0635\u062D\u064A\u062D \u0642\u0628\u0644 \u0627\u0644\u0645\u062A\u0627\u0628\u0639\u0629 \u0625\u0644\u0649 \u0627\u0644\u062E\u0637\u0648\u0627\u062A \u0627\u0644\u062A\u0627\u0644\u064A\u0629 \u064A\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062F\u0621 \u0628\u062A\u0634\u063A\u064A\u0644 \u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u062A\u0627\u0644\u064A: "),ze=i("code"),br=h("python --version"),_r=h(". \u064A\u062C\u0628 \u0623\u0646 \u064A\u0637\u0628\u0639 \u0647\u0630\u0627 \u0625\u0635\u062F\u0627\u0631 Python \u0627\u0644\u0645\u062A\u0627\u062D \u0627\u0644\u0622\u0646 \u0639\u0644\u0649 \u0646\u0638\u0627\u0645\u0643."),wr=v(),ue=i("p"),Er=h("\u0639\u0646\u062F \u062A\u0634\u063A\u064A\u0644 \u0623\u0645\u0631 Python \u0641\u064A \u0627\u0644\u062C\u0647\u0627\u0632 \u0627\u0644\u0645\u0633\u062A\u062E\u062F\u0645\u060C \u0645\u062B\u0644 "),Ye=i("code"),$r=h("python --version"),Pr=h("\u060C \u064A\u062C\u0628 \u0623\u0646 \u062A\u0641\u0643\u0631 \u0641\u064A \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062C \u0627\u0644\u0630\u064A \u064A\u0642\u0648\u0645 \u0628\u062A\u0634\u063A\u064A\u0644 \u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u062E\u0627\u0635 \u0628\u0643 \u0628\u0627\u0639\u062A\u0628\u0627\u0631\u0647 Python \u201C\u0627\u0644\u0631\u0626\u064A\u0633\u064A\u201D \u0639\u0644\u0649 \u0646\u0638\u0627\u0645\u0643. \u0646\u0648\u0635\u064A \u0628\u0627\u0644\u062D\u0641\u0627\u0638 \u0639\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u062A\u062B\u0628\u064A\u062A \u0627\u0644\u0631\u0626\u064A\u0633\u064A \u062E\u0627\u0644\u064A\u064B\u0627 \u0645\u0646 \u0623\u064A \u062D\u0632\u0645\u060C \u0648\u0627\u0633\u062A\u062E\u062F\u0627\u0645\u0647 \u0644\u0625\u0646\u0634\u0627\u0621 \u0628\u064A\u0626\u0627\u062A \u0645\u0646\u0641\u0635\u0644\u0629 \u0644\u0643\u0644 \u062A\u0637\u0628\u064A\u0642 \u062A\u0639\u0645\u0644 \u0639\u0644\u064A\u0647,  \u0648\u0628\u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u064A\u0642\u0629\u060C \u064A\u0645\u0643\u0646 \u0644\u0643\u0644 \u062A\u0637\u0628\u064A\u0642 \u0623\u0646 \u064A\u0643\u0648\u0646 \u0644\u0647 \u062A\u0628\u0639\u064A\u0627\u062A \u0648\u062D\u0632\u0645 \u062E\u0627\u0635\u0629 \u0628\u0647\u060C \u0648\u0644\u0646 \u062A\u0642\u0644\u0642 \u0628\u0634\u0623\u0646 \u0645\u0634\u0643\u0644\u0627\u062A \u0627\u0644\u062A\u0648\u0627\u0641\u0642 \u0627\u0644\u0645\u062D\u062A\u0645\u0644\u0629 \u0645\u0639 \u062A\u0637\u0628\u064A\u0642\u0627\u062A \u0623\u062E\u0631\u0649."),Cr=v(),B=i("p"),xr=h("\u0641\u064A Python\u060C \u064A\u062A\u0645 \u0630\u0644\u0643 \u0628\u0627\u0633\u062A\u062E\u062F\u0627\u0645 "),pe=i("a"),Ze=i("em"),kr=h("\u0627\u0644\u0628\u064A\u0626\u0627\u062A \u0627\u0644\u0627\u0641\u062A\u0631\u0627\u0636\u064A\u0629 "),Nr=h("\u060C \u0648\u0647\u064A \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u062A\u0641\u0631\u0639\u0627\u062A \u0645\u0646 \u0627\u0644\u0645\u062C\u0644\u062F\u0627\u062A \u0643\u0644 \u0645\u0646\u0647\u0627 \u0642\u0627\u0626\u0645 \u0628\u062D\u062F \u0630\u0627\u062A\u0647, \u0648\u064A\u062D\u062A\u0648\u064A \u0643\u0644 \u0645\u0646\u0647\u0627 \u0639\u0644\u0649 Python \u0645\u062B\u0628\u062A \u0628\u0625\u0635\u062F\u0627\u0631 \u0645\u0639\u064A\u0646 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062C\u0645\u064A\u0639 \u0627\u0644\u062D\u0632\u0645 \u0627\u0644\u062A\u064A \u064A\u062D\u062A\u0627\u062C\u0647\u0627 \u0627\u0644\u062A\u0637\u0628\u064A\u0642. \u064A\u0645\u0643\u0646 \u0625\u0646\u0634\u0627\u0621 \u0645\u062B\u0644 \u0647\u0630\u0647 \u0627\u0644\u0628\u064A\u0626\u0629 \u0627\u0644\u0627\u0641\u062A\u0631\u0627\u0636\u064A\u0629 \u0628\u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0639\u062F\u062F \u0645\u0646 \u0627\u0644\u0623\u062F\u0648\u0627\u062A \u0627\u0644\u0645\u062E\u062A\u0644\u0641\u0629 \u060C \u0644\u0643\u0646\u0646\u0627 \u0633\u0646\u0633\u062A\u062E\u062F\u0645 \u062D\u0632\u0645\u0629 Python \u0627\u0644\u0631\u0633\u0645\u064A\u0629 \u0644\u0647\u0630\u0627 \u0627\u0644\u063A\u0631\u0636\u060C \u0648\u0627\u0644\u062A\u064A \u062A\u0633\u0645\u0649 "),de=i("a"),Je=i("code"),jr=h("venv"),Dr=h("."),Ar=v(),me=i("p"),Tr=h("\u0623\u0648\u0644\u0627\u064B\u060C \u0642\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u062C\u0644\u062F \u0627\u0644\u0630\u064A \u062A\u0631\u064A\u062F \u0623\u0646 \u064A\u062A\u0648\u0627\u062C\u062F \u0641\u064A\u0647 \u0627\u0644\u062A\u0637\u0628\u064A\u0642 \u0627\u0644\u062E\u0627\u0635 \u0628\u0643 -\u0639\u0644\u0649 \u0633\u0628\u064A\u0644 \u0627\u0644\u0645\u062B\u0627\u0644\u060C \u0642\u062F \u062A\u0631\u063A\u0628 \u0641\u064A \u0625\u0646\u0634\u0627\u0621 \u0645\u062C\u0644\u062F \u062C\u062F\u064A\u062F \u064A\u0633\u0645\u0649 "),Qe=i("em"),Vr=h("transformers-course"),Ir=h(" \u0641\u064A \u0627\u0644\u0645\u062C\u0644\u062F \u0627\u0644\u0631\u0626\u064A\u0633\u064A \u0644\u0644\u062F\u0648\u0631\u0629:"),it=v(),N(ve.$$.fragment),ft=v(),L=i("div"),ge=i("p"),Mr=h("\u0645\u0646 \u062F\u0627\u062E\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u062C\u0644\u062F\u060C \u0623\u0646\u0634\u0626 \u0628\u064A\u0626\u0629 \u0627\u0641\u062A\u0631\u0627\u0636\u064A\u0629 \u0628\u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0648\u062D\u062F\u0629 Python "),Ke=i("code"),Hr=h("venv"),Or=h(":"),ct=v(),N(ye.$$.fragment),ht=v(),R=i("div"),Sr=h("\u064A\u062C\u0628 \u0623\u0646 \u064A\u0643\u0648\u0646 \u0644\u062F\u064A\u0643 \u0627\u0644\u0622\u0646 \u0645\u062C\u0644\u062F \u064A\u0633\u0645\u0649 *.env* \u0641\u064A 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\u062E\u0644\u0627\u0644 \u0625\u0639\u062F\u0627\u062F \u0628\u064A\u0626\u0629 \u0627\u0644\u0639\u0645\u0644. \u0625\u0630\u0627 \u0643\u0646\u062A \u0642\u062F \u0628\u062F\u0623\u062A \u0627\u0644\u062F\u0648\u0631\u0629 \u0644\u0644\u062A\u0648\u060C \u0641\u0646\u0646\u0635\u062D\u0643 \u0623\u0648\u0644\u0627\u064B \u0628\u0625\u0644\u0642\u0627\u0621 \u0646\u0638\u0631\u0629 \u0639\u0644\u0649 "),$=f($t,"A",{href:!0});var Jr=o($);y=u(Jr,"\u0627\u0644\u0641\u0635\u0644 1"),Jr.forEach(l),E=u($t,"\u060C \u062B\u0645 \u0627\u0644\u0639\u0648\u062F\u0629 \u0648\u0625\u0639\u062F\u0627\u062F \u0628\u064A\u0626\u062A\u0643 \u062D\u062A\u0649 \u062A\u062A\u0645\u0643\u0646 \u0645\u0646 \u062A\u062C\u0631\u0628\u0629 \u0627\u0644\u0643\u0648\u062F \u0628\u0646\u0641\u0633\u0643."),$t.forEach(l),W=g(P),He=f(P,"P",{});var Qr=o(He);Mt=u(Qr,"\u062A\u062A\u0648\u0641\u0631 \u062C\u0645\u064A\u0639 \u0627\u0644\u0645\u0643\u062A\u0628\u0627\u062A \u0627\u0644\u062A\u064A \u0633\u0646\u0633\u062A\u062E\u062F\u0645\u0647\u0627 \u0641\u064A \u0647\u0630\u0647 \u0627\u0644\u062F\u0648\u0631\u0629 \u0627\u0644\u062A\u062F\u0631\u064A\u0628\u064A\u0629 \u0639\u0644\u0649 \u0634\u0643\u0644 \u062D\u0632\u0645 (Package) Python\u060C \u0644\u0630\u0644\u0643 \u0633\u0646\u0648\u0636\u062D \u0644\u0643 \u0647\u0646\u0627 \u0643\u064A\u0641\u064A\u0629 \u0625\u0639\u062F\u0627\u062F \u0628\u064A\u0626\u0629 Python \u0648\u062A\u062B\u0628\u064A\u062A \u0627\u0644\u0645\u0643\u062A\u0628\u0627\u062A \u0627\u0644\u0645\u062D\u062F\u062F\u0629 \u0627\u0644\u062A\u064A \u0633\u062A\u062D\u062A\u0627\u062C \u0625\u0644\u064A\u0647\u0627."),Qr.forEach(l),Ht=g(P),Oe=f(P,"P",{});var Kr=o(Oe);Ot=u(Kr,"\u0633\u0646\u063A\u0637\u064A \u0637\u0631\u064A\u0642\u062A\u064A\u0646 \u0644\u0625\u0639\u062F\u0627\u062F \u0628\u064A\u0626\u0629 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062E\u0627\u0635\u0629 \u0628\u0643\u060C \u0628\u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u062F\u0641\u062A\u0631 Colab \u0623\u0648 \u0628\u064A\u0626\u0629 Python \u0627\u0644\u0627\u0641\u062A\u0631\u0627\u0636\u064A\u0629. \u0644\u0627 \u062A\u062A\u0631\u062F\u062F \u0641\u064A \u0627\u062E\u062A\u064A\u0627\u0631 \u0627\u0644\u0628\u064A\u0626\u0629 \u0627\u0644\u062A\u064A \u062A\u0646\u0627\u0633\u0628\u0643 \u0623\u0643\u062B\u0631.\u0646\u0648\u0635\u064A \u0627\u0644\u0645\u0628\u062A\u062F\u0626\u064A\u0646 \u0628\u0634\u062F\u0629 \u0623\u0646 \u064A\u0628\u062F\u0623\u0648\u0627 \u0628\u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u062F\u0641\u062A\u0631 Colab."),Kr.forEach(l),St=g(P),Se=f(P,"P",{});var Xr=o(Se);Gt=u(Xr,"\u0644\u0627\u062D\u0638 \u0623\u0646\u0646\u0627 \u0644\u0646 \u0646\u063A\u0637\u064A \u0646\u0638\u0627\u0645 Windows. \u0625\u0630\u0627 \u0643\u0646\u062A \u062A\u0639\u0645\u0644 \u0639\u0644\u0649 \u0646\u0638\u0627\u0645 Windows\u060C \u0641\u0625\u0646\u0646\u0627 \u0646\u0648\u0635\u064A \u0628\u0645\u062A\u0627\u0628\u0639\u0629 \u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u062F\u0641\u062A\u0631 Colab. \u0625\u0630\u0627 \u0643\u0646\u062A \u062A\u0633\u062A\u062E\u062F\u0645 \u062A\u0648\u0632\u064A\u0639\u0629 Linux \u0623\u0648 macOS\u060C \u0641\u064A\u0645\u0643\u0646\u0643 \u0627\u0633\u062A\u062E\u062F\u0627\u0645 \u0623\u064A \u0645\u0646 \u0627\u0644\u0637\u0631\u064A\u0642\u062A\u064A\u0646 \u0627\u0644\u0645\u0648\u0636\u062D\u062A\u064A\u0646 \u0647\u0646\u0627."),Xr.forEach(l),Bt=g(P),Q=f(P,"P",{});var Pt=o(Q);Lt=u(Pt,"\u062A\u0639\u062A\u0645\u062F \u0645\u0639\u0638\u0645 \u0627\u0644\u062F\u0648\u0631\u0629 \u0639\u0644\u0649 \u0627\u0645\u062A\u0644\u0627\u0643\u0643 \u0644\u062D\u0633\u0627\u0628 Hugging Face. \u0646\u0648\u0635\u064A \u0628\u0625\u0646\u0634\u0627\u0621 \u062D\u0633\u0627\u0628 \u0627\u0644\u0622\u0646: "),K=f(Pt,"A",{href:!0,rel:!0});var el=o(K);Rt=u(el,"\u0625\u0646\u0634\u0627\u0621 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