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    "I've been waiting for a HuggingFace course my whole life.",
    "I hate this so much!",
]
inputs = tokenizer(raw_inputs, padding=True, truncation=True, return_tensors="tf")
print(inputs)`,highlighted:`raw_inputs = [
    <span class="hljs-string">&quot;I&#x27;ve been waiting for a HuggingFace course my whole life.&quot;</span>,
    <span class="hljs-string">&quot;I hate this so much!&quot;</span>,
]
inputs = tokenizer(raw_inputs, padding=<span class="hljs-literal">True</span>, truncation=<span class="hljs-literal">True</span>, return_tensors=<span class="hljs-string">&quot;tf&quot;</span>)
<span class="hljs-built_in">print</span>(inputs)`}}),{c(){P(e.$$.fragment)},l(t){V(e.$$.fragment,t)},m(t,s){S(e,t,s),n=!0},i(t){n||(k(e.$$.fragment,t),n=!0)},o(t){w(e.$$.fragment,t),n=!1},d(t){O(e,t)}}}function Fu(o){let e,n;return e=new B({props:{code:`raw_inputs = [
    "I've been waiting for a HuggingFace course my whole life.",
    "I hate this so much!",
]
inputs = tokenizer(raw_inputs, padding=True, truncation=True, return_tensors="pt")
print(inputs)`,highlighted:`raw_inputs = [
    <span class="hljs-string">&quot;I&#x27;ve been waiting for a HuggingFace course my whole life.&quot;</span>,
    <span class="hljs-string">&quot;I hate this so much!&quot;</span>,
]
inputs = tokenizer(raw_inputs, padding=<span class="hljs-literal">True</span>, truncation=<span class="hljs-literal">True</span>, return_tensors=<span class="hljs-string">&quot;pt&quot;</span>)
<span class="hljs-built_in">print</span>(inputs)`}}),{c(){P(e.$$.fragment)},l(t){V(e.$$.fragment,t)},m(t,s){S(e,t,s),n=!0},i(t){n||(k(e.$$.fragment,t),n=!0)},o(t){w(e.$$.fragment,t),n=!1},d(t){O(e,t)}}}function Vu(o){let e,n,t,s,l,r;return l=new B({props:{code:`{
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}`,highlighted:`{
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}`}}),{c(){e=d("p"),n=h("\u062E\u0631\u0648\u062C\u06CC \u062A\u0650\u0646\u0633\u0648\u0631\u0647\u0627\u06CC \u067E\u0627\u06CC\u062A\u0648\u0631\u0686 \u0628\u0647 \u0627\u06CC\u0646 \u0634\u06A9\u0644 \u0627\u0633\u062A:"),t=j(),s=d("div"),P(l.$$.fragment),this.h()},l(c){e=p(c,"P",{});var u=f(e);n=m(u,"\u062E\u0631\u0648\u062C\u06CC \u062A\u0650\u0646\u0633\u0648\u0631\u0647\u0627\u06CC \u067E\u0627\u06CC\u062A\u0648\u0631\u0686 \u0628\u0647 \u0627\u06CC\u0646 \u0634\u06A9\u0644 \u0627\u0633\u062A:"),u.forEach(i),t=$(c),s=p(c,"DIV",{dir:!0});var b=f(s);V(l.$$.fragment,b),b.forEach(i),this.h()},h(){_(s,"dir","ltr")},m(c,u){T(c,e,u),a(e,n),T(c,t,u),T(c,s,u),S(l,s,null),r=!0},i(c){r||(k(l.$$.fragment,c),r=!0)},o(c){w(l.$$.fragment,c),r=!1},d(c){c&&i(e),c&&i(t),c&&i(s),O(l)}}}function qu(o){let e,n,t,s,l,r,c,u,b,y,D,N,E;return N=new B({props:{code:`from transformers import TFAutoModel

checkpoint = "distilbert-base-uncased-finetuned-sst-2-english"
model = TFAutoModel.from_pretrained(checkpoint)`,highlighted:`<span class="hljs-keyword">from</span> transformers <span class="hljs-keyword">import</span> TFAutoModel

checkpoint = <span class="hljs-string">&quot;distilbert-base-uncased-finetuned-sst-2-english&quot;</span>
model = TFAutoModel.from_pretrained(checkpoint)`}}),{c(){e=d("p"),n=h("\u0645\u06CC \u062A\u0648\u0627\u0646\u06CC\u0645 \u0645\u062F\u0644 \u0627\u0632 \u067E\u06CC\u0634 \u062A\u0639\u0644\u06CC\u0645 \u062F\u06CC\u062F\u0647 \u0631\u0627\u060C \u0647\u0645\u0627\u0646\u0646\u062F \u0622\u0646 \u0686\u0647 \u062F\u0631 \u0645\u0648\u0631\u062F \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631 \u0627\u0646\u062C\u0627\u0645 \u0634\u062F\u060C \u062F\u0627\u0646\u0644\u0648\u062F \u06A9\u0646\u06CC\u0645. \u062A\u0631\u0646\u0633\u0648\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06CC \u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633 \u06A9\u0644\u0627\u0633 "),t=d("code"),s=h("TFAutoModel"),l=h(" \u0631\u0627 \u0627\u0631\u0627\u200C\u0626\u0647 \u0645\u06CC\u200C\u062F\u0647\u062F \u06A9\u0647 \u062A\u0627\u0628\u0639\u06CC \u0628\u0647 \u0646\u0627\u0645 "),r=d("span"),c=d("code"),u=h("from_pretrained()"),b=h(" \u0647\u0645 \u062F\u0627\u0631\u062F:"),y=j(),D=d("div"),P(N.$$.fragment),this.h()},l(g){e=p(g,"P",{});var C=f(e);n=m(C,"\u0645\u06CC \u062A\u0648\u0627\u0646\u06CC\u0645 \u0645\u062F\u0644 \u0627\u0632 \u067E\u06CC\u0634 \u062A\u0639\u0644\u06CC\u0645 \u062F\u06CC\u062F\u0647 \u0631\u0627\u060C \u0647\u0645\u0627\u0646\u0646\u062F \u0622\u0646 \u0686\u0647 \u062F\u0631 \u0645\u0648\u0631\u062F \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631 \u0627\u0646\u062C\u0627\u0645 \u0634\u062F\u060C \u062F\u0627\u0646\u0644\u0648\u062F \u06A9\u0646\u06CC\u0645. \u062A\u0631\u0646\u0633\u0648\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06CC \u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633 \u06A9\u0644\u0627\u0633 "),t=p(C,"CODE",{});var M=f(t);s=m(M,"TFAutoModel"),M.forEach(i),l=m(C," \u0631\u0627 \u0627\u0631\u0627\u200C\u0626\u0647 \u0645\u06CC\u200C\u062F\u0647\u062F \u06A9\u0647 \u062A\u0627\u0628\u0639\u06CC \u0628\u0647 \u0646\u0627\u0645 "),r=p(C,"SPAN",{dir:!0});var A=f(r);c=p(A,"CODE",{});var L=f(c);u=m(L,"from_pretrained()"),L.forEach(i),A.forEach(i),b=m(C," \u0647\u0645 \u062F\u0627\u0631\u062F:"),C.forEach(i),y=$(g),D=p(g,"DIV",{dir:!0});var F=f(D);V(N.$$.fragment,F),F.forEach(i),this.h()},h(){_(r,"dir","ltr"),_(D,"dir","ltr")},m(g,C){T(g,e,C),a(e,n),a(e,t),a(t,s),a(e,l),a(e,r),a(r,c),a(c,u),a(e,b),T(g,y,C),T(g,D,C),S(N,D,null),E=!0},i(g){E||(k(N.$$.fragment,g),E=!0)},o(g){w(N.$$.fragment,g),E=!1},d(g){g&&i(e),g&&i(y),g&&i(D),O(N)}}}function Bu(o){let e,n,t,s,l,r,c,u,b,y,D,N,E;return N=new B({props:{code:`from transformers import AutoModel

checkpoint = "distilbert-base-uncased-finetuned-sst-2-english"
model = AutoModel.from_pretrained(checkpoint)`,highlighted:`<span class="hljs-keyword">from</span> transformers <span class="hljs-keyword">import</span> AutoModel

checkpoint = <span class="hljs-string">&quot;distilbert-base-uncased-finetuned-sst-2-english&quot;</span>
model = AutoModel.from_pretrained(checkpoint)`}}),{c(){e=d("p"),n=h("\u0645\u06CC \u062A\u0648\u0627\u0646\u06CC\u0645 \u0645\u062F\u0644 \u0627\u0632 \u067E\u06CC\u0634 \u062A\u0639\u0644\u06CC\u0645 \u062F\u06CC\u062F\u0647 \u0631\u0627\u060C \u0647\u0645\u0627\u0646\u0646\u062F \u0622\u0646 \u0686\u0647 \u062F\u0631 \u0645\u0648\u0631\u062F \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631 \u0627\u0646\u062C\u0627\u0645 \u0634\u062F\u060C \u062F\u0627\u0646\u0644\u0648\u062F \u06A9\u0646\u06CC\u0645. \u062A\u0631\u0646\u0633\u0648\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06CC \u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633 \u06A9\u0644\u0627\u0633 "),t=d("code"),s=h("AutoModel"),l=h(" \u0631\u0627 \u0627\u0631\u0627\u200C\u0626\u0647 \u0645\u06CC\u200C\u062F\u0647\u062F \u06A9\u0647 \u062A\u0627\u0628\u0639\u06CC \u0628\u0647 \u0646\u0627\u0645 "),r=d("span"),c=d("code"),u=h("from_pretrained()"),b=h(" \u0647\u0645 \u062F\u0627\u0631\u062F:"),y=j(),D=d("div"),P(N.$$.fragment),this.h()},l(g){e=p(g,"P",{});var C=f(e);n=m(C,"\u0645\u06CC \u062A\u0648\u0627\u0646\u06CC\u0645 \u0645\u062F\u0644 \u0627\u0632 \u067E\u06CC\u0634 \u062A\u0639\u0644\u06CC\u0645 \u062F\u06CC\u062F\u0647 \u0631\u0627\u060C \u0647\u0645\u0627\u0646\u0646\u062F \u0622\u0646 \u0686\u0647 \u062F\u0631 \u0645\u0648\u0631\u062F \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631 \u0627\u0646\u062C\u0627\u0645 \u0634\u062F\u060C \u062F\u0627\u0646\u0644\u0648\u062F \u06A9\u0646\u06CC\u0645. \u062A\u0631\u0646\u0633\u0648\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06CC \u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633 \u06A9\u0644\u0627\u0633 "),t=p(C,"CODE",{});var M=f(t);s=m(M,"AutoModel"),M.forEach(i),l=m(C," \u0631\u0627 \u0627\u0631\u0627\u200C\u0626\u0647 \u0645\u06CC\u200C\u062F\u0647\u062F \u06A9\u0647 \u062A\u0627\u0628\u0639\u06CC \u0628\u0647 \u0646\u0627\u0645 "),r=p(C,"SPAN",{dir:!0});var A=f(r);c=p(A,"CODE",{});var L=f(c);u=m(L,"from_pretrained()"),L.forEach(i),A.forEach(i),b=m(C," \u0647\u0645 \u062F\u0627\u0631\u062F:"),C.forEach(i),y=$(g),D=p(g,"DIV",{dir:!0});var F=f(D);V(N.$$.fragment,F),F.forEach(i),this.h()},h(){_(r,"dir","ltr"),_(D,"dir","ltr")},m(g,C){T(g,e,C),a(e,n),a(e,t),a(t,s),a(e,l),a(e,r),a(r,c),a(c,u),a(e,b),T(g,y,C),T(g,D,C),S(N,D,null),E=!0},i(g){E||(k(N.$$.fragment,g),E=!0)},o(g){w(N.$$.fragment,g),E=!1},d(g){g&&i(e),g&&i(y),g&&i(D),O(N)}}}function zu(o){let e,n,t,s;return e=new B({props:{code:`outputs = model(inputs)
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print(outputs.last_hidden_state.shape)`,highlighted:`outputs = model(**inputs)
<span class="hljs-built_in">print</span>(outputs.last_hidden_state.shape)`}}),t=new B({props:{code:"torch.Size([2, 16, 768])",highlighted:'torch.Size([<span class="hljs-number">2</span>, <span class="hljs-number">16</span>, <span class="hljs-number">768</span>])'}}),{c(){P(e.$$.fragment),n=j(),P(t.$$.fragment)},l(l){V(e.$$.fragment,l),n=$(l),V(t.$$.fragment,l)},m(l,r){S(e,l,r),T(l,n,r),S(t,l,r),s=!0},i(l){s||(k(e.$$.fragment,l),k(t.$$.fragment,l),s=!0)},o(l){w(e.$$.fragment,l),w(t.$$.fragment,l),s=!1},d(l){O(e,l),l&&i(n),O(t,l)}}}function Ru(o){let e,n,t,s,l,r,c,u,b,y,D,N;return D=new B({props:{code:`from transformers import TFAutoModelForSequenceClassification

checkpoint = "distilbert-base-uncased-finetuned-sst-2-english"
model = TFAutoModelForSequenceClassification.from_pretrained(checkpoint)
outputs = model(inputs)`,highlighted:`<span class="hljs-keyword">from</span> transformers <span class="hljs-keyword">import</span> TFAutoModelForSequenceClassification

checkpoint = <span class="hljs-string">&quot;distilbert-base-uncased-finetuned-sst-2-english&quot;</span>
model = TFAutoModelForSequenceClassification.from_pretrained(checkpoint)
outputs = model(inputs)`}}),{c(){e=d("p"),n=h("\u0628\u0631\u0627\u06CC \u0627\u06CC\u0646 \u0645\u062B\u0627\u0644\u060C \u0646\u06CC\u0627\u0632\u0645\u0646\u062F \u0645\u062F\u0644\u06CC \u0628\u0627 \u0633\u0631 \u0645\u062E\u0635\u0648\u0635 \u062F\u0633\u062A\u0647\u200C\u0628\u0646\u062F\u06CC \u0631\u0634\u062A\u0647\u200C\u0647\u0627(\u0628\u0631\u0627\u06CC \u062A\u0634\u062E\u06CC\u0635 \u0645\u0646\u0641\u06CC \u06CC\u0627 \u0645\u062B\u0628\u062A \u0628\u0648\u062F\u0646 \u062C\u0645\u0644\u0627\u062A) \u0647\u0633\u062A\u06CC\u0645. \u067E\u0633 \u0628\u0647 \u062C\u0627\u06CC \u06A9\u0644\u0627\u0633 "),t=d("code"),s=h("TFAutoModel"),l=h(" \u0627\u0632 \u06A9\u0644\u0627\u0633 "),r=d("code"),c=h("TFAutoModelForSequenceClassification"),u=h(" \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645:"),b=j(),y=d("div"),P(D.$$.fragment),this.h()},l(E){e=p(E,"P",{});var g=f(e);n=m(g,"\u0628\u0631\u0627\u06CC \u0627\u06CC\u0646 \u0645\u062B\u0627\u0644\u060C \u0646\u06CC\u0627\u0632\u0645\u0646\u062F \u0645\u062F\u0644\u06CC \u0628\u0627 \u0633\u0631 \u0645\u062E\u0635\u0648\u0635 \u062F\u0633\u062A\u0647\u200C\u0628\u0646\u062F\u06CC \u0631\u0634\u062A\u0647\u200C\u0647\u0627(\u0628\u0631\u0627\u06CC \u062A\u0634\u062E\u06CC\u0635 \u0645\u0646\u0641\u06CC \u06CC\u0627 \u0645\u062B\u0628\u062A \u0628\u0648\u062F\u0646 \u062C\u0645\u0644\u0627\u062A) \u0647\u0633\u062A\u06CC\u0645. \u067E\u0633 \u0628\u0647 \u062C\u0627\u06CC \u06A9\u0644\u0627\u0633 "),t=p(g,"CODE",{});var C=f(t);s=m(C,"TFAutoModel"),C.forEach(i),l=m(g," \u0627\u0632 \u06A9\u0644\u0627\u0633 "),r=p(g,"CODE",{});var M=f(r);c=m(M,"TFAutoModelForSequenceClassification"),M.forEach(i),u=m(g," \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645:"),g.forEach(i),b=$(E),y=p(E,"DIV",{dir:!0});var A=f(y);V(D.$$.fragment,A),A.forEach(i),this.h()},h(){_(y,"dir","ltr")},m(E,g){T(E,e,g),a(e,n),a(e,t),a(t,s),a(e,l),a(e,r),a(r,c),a(e,u),T(E,b,g),T(E,y,g),S(D,y,null),N=!0},i(E){N||(k(D.$$.fragment,E),N=!0)},o(E){w(D.$$.fragment,E),N=!1},d(E){E&&i(e),E&&i(b),E&&i(y),O(D)}}}function Hu(o){let e,n,t,s,l,r,c,u,b,y,D,N;return D=new B({props:{code:`from transformers import AutoModelForSequenceClassification

checkpoint = "distilbert-base-uncased-finetuned-sst-2-english"
model = AutoModelForSequenceClassification.from_pretrained(checkpoint)
outputs = model(**inputs)`,highlighted:`<span class="hljs-keyword">from</span> transformers <span class="hljs-keyword">import</span> AutoModelForSequenceClassification

checkpoint = <span class="hljs-string">&quot;distilbert-base-uncased-finetuned-sst-2-english&quot;</span>
model = AutoModelForSequenceClassification.from_pretrained(checkpoint)
outputs = model(**inputs)`}}),{c(){e=d("p"),n=h("\u0628\u0631\u0627\u06CC \u0627\u06CC\u0646 \u0645\u062B\u0627\u0644\u060C \u0646\u06CC\u0627\u0632\u0645\u0646\u062F \u0645\u062F\u0644\u06CC \u0628\u0627 \u0633\u0631 \u0645\u062E\u0635\u0648\u0635 \u062F\u0633\u062A\u0647\u200C\u0628\u0646\u062F\u06CC \u0631\u0634\u062A\u0647\u200C\u0647\u0627(\u0628\u0631\u0627\u06CC \u062A\u0634\u062E\u06CC\u0635 \u0645\u0646\u0641\u06CC \u06CC\u0627 \u0645\u062B\u0628\u062A \u0628\u0648\u062F\u0646 \u062C\u0645\u0644\u0627\u062A) \u0647\u0633\u062A\u06CC\u0645. \u067E\u0633 \u0628\u0647 \u062C\u0627\u06CC \u06A9\u0644\u0627\u0633 "),t=d("code"),s=h("AutoModel"),l=h(" \u0627\u0632 \u06A9\u0644\u0627\u0633 "),r=d("code"),c=h("AutoModelForSequenceClassification"),u=h(" \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645:"),b=j(),y=d("div"),P(D.$$.fragment),this.h()},l(E){e=p(E,"P",{});var g=f(e);n=m(g,"\u0628\u0631\u0627\u06CC \u0627\u06CC\u0646 \u0645\u062B\u0627\u0644\u060C \u0646\u06CC\u0627\u0632\u0645\u0646\u062F \u0645\u062F\u0644\u06CC \u0628\u0627 \u0633\u0631 \u0645\u062E\u0635\u0648\u0635 \u062F\u0633\u062A\u0647\u200C\u0628\u0646\u062F\u06CC \u0631\u0634\u062A\u0647\u200C\u0647\u0627(\u0628\u0631\u0627\u06CC \u062A\u0634\u062E\u06CC\u0635 \u0645\u0646\u0641\u06CC \u06CC\u0627 \u0645\u062B\u0628\u062A \u0628\u0648\u062F\u0646 \u062C\u0645\u0644\u0627\u062A) \u0647\u0633\u062A\u06CC\u0645. \u067E\u0633 \u0628\u0647 \u062C\u0627\u06CC \u06A9\u0644\u0627\u0633 "),t=p(g,"CODE",{});var C=f(t);s=m(C,"AutoModel"),C.forEach(i),l=m(g," \u0627\u0632 \u06A9\u0644\u0627\u0633 "),r=p(g,"CODE",{});var M=f(r);c=m(M,"AutoModelForSequenceClassification"),M.forEach(i),u=m(g," \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645:"),g.forEach(i),b=$(E),y=p(E,"DIV",{dir:!0});var A=f(y);V(D.$$.fragment,A),A.forEach(i),this.h()},h(){_(y,"dir","ltr")},m(E,g){T(E,e,g),a(e,n),a(e,t),a(t,s),a(e,l),a(e,r),a(r,c),a(e,u),T(E,b,g),T(E,y,g),S(D,y,null),N=!0},i(E){N||(k(D.$$.fragment,E),N=!0)},o(E){w(D.$$.fragment,E),N=!1},d(E){E&&i(e),E&&i(b),E&&i(y),O(D)}}}function Ju(o){let e,n;return e=new B({props:{code:"(2, 2)",highlighted:'(<span class="hljs-number">2</span>, <span class="hljs-number">2</span>)'}}),{c(){P(e.$$.fragment)},l(t){V(e.$$.fragment,t)},m(t,s){S(e,t,s),n=!0},i(t){n||(k(e.$$.fragment,t),n=!0)},o(t){w(e.$$.fragment,t),n=!1},d(t){O(e,t)}}}function Uu(o){let e,n;return e=new B({props:{code:"torch.Size([2, 2])",highlighted:'torch.Size([<span class="hljs-number">2</span>, <span class="hljs-number">2</span>])'}}),{c(){P(e.$$.fragment)},l(t){V(e.$$.fragment,t)},m(t,s){S(e,t,s),n=!0},i(t){n||(k(e.$$.fragment,t),n=!0)},o(t){w(e.$$.fragment,t),n=!1},d(t){O(e,t)}}}function Wu(o){let e,n;return e=new B({props:{code:`<tf.Tensor: shape=(2, 2), dtype=float32, numpy=
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           [ <span class="hljs-number">4.169231</span> , -<span class="hljs-number">3.3464472</span>]], dtype=float32)&gt;`}}),{c(){P(e.$$.fragment)},l(t){V(e.$$.fragment,t)},m(t,s){S(e,t,s),n=!0},i(t){n||(k(e.$$.fragment,t),n=!0)},o(t){w(e.$$.fragment,t),n=!1},d(t){O(e,t)}}}function Yu(o){let e,n;return e=new B({props:{code:`tensor([[-1.5607,  1.6123],
        [ 4.1692, -3.3464]], grad_fn=<AddmmBackward>)`,highlighted:`tensor([[-<span class="hljs-number">1.5607</span>,  <span class="hljs-number">1.6123</span>],
        [ <span class="hljs-number">4.1692</span>, -<span class="hljs-number">3.3464</span>]], grad_fn=&lt;AddmmBackward&gt;)`}}),{c(){P(e.$$.fragment)},l(t){V(e.$$.fragment,t)},m(t,s){S(e,t,s),n=!0},i(t){n||(k(e.$$.fragment,t),n=!0)},o(t){w(e.$$.fragment,t),n=!1},d(t){O(e,t)}}}function Qu(o){let e,n;return e=new B({props:{code:`import tensorflow as tf

predictions = tf.math.softmax(outputs.logits, axis=-1)
print(predictions)`,highlighted:`<span class="hljs-keyword">import</span> tensorflow <span class="hljs-keyword">as</span> tf

predictions = tf.math.softmax(outputs.logits, axis=-<span class="hljs-number">1</span>)
<span class="hljs-built_in">print</span>(predictions)`}}),{c(){P(e.$$.fragment)},l(t){V(e.$$.fragment,t)},m(t,s){S(e,t,s),n=!0},i(t){n||(k(e.$$.fragment,t),n=!0)},o(t){w(e.$$.fragment,t),n=!1},d(t){O(e,t)}}}function Ku(o){let e,n;return e=new B({props:{code:`import torch

predictions = torch.nn.functional.softmax(outputs.logits, dim=-1)
print(predictions)`,highlighted:`<span class="hljs-keyword">import</span> torch

predictions = torch.nn.functional.softmax(outputs.logits, dim=-<span class="hljs-number">1</span>)
<span class="hljs-built_in">print</span>(predictions)`}}),{c(){P(e.$$.fragment)},l(t){V(e.$$.fragment,t)},m(t,s){S(e,t,s),n=!0},i(t){n||(k(e.$$.fragment,t),n=!0)},o(t){w(e.$$.fragment,t),n=!1},d(t){O(e,t)}}}function Xu(o){let e,n;return e=new B({props:{code:`tf.Tensor(
[[4.01951671e-02 9.59804833e-01]
 [9.9945587e-01 5.4418424e-04]], shape=(2, 2), dtype=float32)`,highlighted:`tf.Tensor(
[[<span class="hljs-number">4.01951671e-02</span> <span class="hljs-number">9.59804833e-01</span>]
 [<span class="hljs-number">9.9945587e-01</span> <span class="hljs-number">5.4418424e-04</span>]], shape=(<span class="hljs-number">2</span>, <span class="hljs-number">2</span>), dtype=float32)`}}),{c(){P(e.$$.fragment)},l(t){V(e.$$.fragment,t)},m(t,s){S(e,t,s),n=!0},i(t){n||(k(e.$$.fragment,t),n=!0)},o(t){w(e.$$.fragment,t),n=!1},d(t){O(e,t)}}}function Zu(o){let e,n;return e=new B({props:{code:`tensor([[4.0195e-02, 9.5980e-01],
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        [<span class="hljs-number">9.9946e-01</span>, <span class="hljs-number">5.4418e-04</span>]], grad_fn=&lt;SoftmaxBackward&gt;)`}}),{c(){P(e.$$.fragment)},l(t){V(e.$$.fragment,t)},m(t,s){S(e,t,s),n=!0},i(t){n||(k(e.$$.fragment,t),n=!0)},o(t){w(e.$$.fragment,t),n=!1},d(t){O(e,t)}}}function xu(o){let e,n,t,s,l,r,c,u;return{c(){e=d("p"),n=h("\u270F\uFE0F "),t=d("strong"),s=h("\u062E\u0648\u062F\u062A\u0627\u0646 \u0627\u0645\u062A\u062D\u0627\u0646 \u06A9\u0646\u06CC\u062F!"),l=h(" \u062F\u0648(\u06CC\u0627 \u0628\u06CC\u0634\u062A\u0631) \u0646\u0648\u0634\u062A\u0647 \u0627\u0632 \u062E\u0648\u062F\u062A\u0627\u0646 \u0631\u0627 \u0627\u0632 \u062E\u0637\u200C\u062A\u0648\u0644\u06CC\u062F "),r=d("code"),c=h("sentiment-analysis"),u=h(" \u0628\u06AF\u0630\u0631\u0627\u0646\u06CC\u062F. \u0633\u067E\u0633 \u0645\u0631\u0627\u062D\u0644\u06CC \u06A9\u0647 \u062F\u0631 \u0627\u06CC\u0646\u062C\u0627 \u062F\u06CC\u062F\u06CC\u0645 \u0631\u0627 \u062A\u06A9\u0631\u0627\u0631 \u06A9\u0646\u06CC\u062F \u0648 \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06CC\u062F \u0647\u0645\u0627\u0646 \u0646\u062A\u0627\u06CC\u062C \u0631\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u0645\u06CC \u06A9\u0646\u06CC\u062F!")},l(b){e=p(b,"P",{});var y=f(e);n=m(y,"\u270F\uFE0F "),t=p(y,"STRONG",{});var D=f(t);s=m(D,"\u062E\u0648\u062F\u062A\u0627\u0646 \u0627\u0645\u062A\u062D\u0627\u0646 \u06A9\u0646\u06CC\u062F!"),D.forEach(i),l=m(y," \u062F\u0648(\u06CC\u0627 \u0628\u06CC\u0634\u062A\u0631) \u0646\u0648\u0634\u062A\u0647 \u0627\u0632 \u062E\u0648\u062F\u062A\u0627\u0646 \u0631\u0627 \u0627\u0632 \u062E\u0637\u200C\u062A\u0648\u0644\u06CC\u062F "),r=p(y,"CODE",{});var N=f(r);c=m(N,"sentiment-analysis"),N.forEach(i),u=m(y," \u0628\u06AF\u0630\u0631\u0627\u0646\u06CC\u062F. \u0633\u067E\u0633 \u0645\u0631\u0627\u062D\u0644\u06CC \u06A9\u0647 \u062F\u0631 \u0627\u06CC\u0646\u062C\u0627 \u062F\u06CC\u062F\u06CC\u0645 \u0631\u0627 \u062A\u06A9\u0631\u0627\u0631 \u06A9\u0646\u06CC\u062F \u0648 \u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06CC\u062F \u0647\u0645\u0627\u0646 \u0646\u062A\u0627\u06CC\u062C \u0631\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u0645\u06CC \u06A9\u0646\u06CC\u062F!"),y.forEach(i)},m(b,y){T(b,e,y),a(e,n),a(e,t),a(t,s),a(e,l),a(e,r),a(r,c),a(e,u)},d(b){b&&i(e)}}}function ef(o){let e,n,t,s,l,r,c,u,b,y,D,N,E,g,C,M,A,L,F,Ie,as,q,Tt,Ke,Vl,rs,Ll,ql,Pt,Xe,Bl,os,zl,Gl,Be,Ze,_o,Rl,xe,go,Hl,is,Jl,Ul,St,Wl,Yl,et,Ql,cs,Kl,Xl,Zl,Ne,tt,xl,us,en,tn,sn,fs,ln,nn,ds,an,rn,Z,on,st,cn,un,Ot,ps,fn,dn,hs,pn,hn,mn,x,_n,ms,gn,bn,_s,vn,kn,lt,wn,En,jn,Ft,nt,$n,at,yn,gs,Cn,In,Nn,rt,Dn,bs,An,Mn,Tn,ot,ee,te,Pn,De,Sn,vs,On,Fn,ks,Vn,Ln,qn,se,le,vl,U,Bn,ws,zn,Gn,Es,Rn,Hn,js,Jn,Un,$s,Wn,Yn,Qn,Vt,Kn,Xn,ne,ae,kl,ys,Zn,xn,W,ea,Cs,ta,sa,Is,la,na,Ns,aa,ra,Ds,oa,ia,ca,As,ua,fa,Ae,da,Ms,pa,ha,Lt,ma,_a,ga,qt,ba,va,it,ka,Ts,wa,Ea,ja,Me,Ps,Bt,Ss,$a,ya,Ca,Os,zt,Fs,Ia,Na,Da,ct,Gt,Vs,Aa,Ma,Ta,Ls,Pa,Sa,qs,Oa,Fa,ut,re,oe,Va,ie,La,Bs,qa,Ba,zs,za,Ga,Gs,Ra,Ha,Ja,Rt,Ua,Wa,Rs,Ya,Qa,ze,ft,bo,Ka,dt,vo,Xa,Hs,Za,xa,Js,er,tr,H,Ht,Us,sr,lr,nr,Ws,Ys,ar,rr,Qs,Ks,or,ir,Xs,Zs,cr,ur,xs,el,fr,dr,tl,sl,pr,hr,ll,nl,mr,_r,al,gr,br,ce,ue,wl,rl,vr,kr,Te,pt,wr,fe,de,Er,ol,jr,$r,Jt,yr,Cr,il,Ir,Nr,Pe,ht,Dr,pe,he,Ar,Y,Mr,cl,Tr,Pr,ul,Sr,Or,fl,Fr,Vr,mt,Lr,qr,Br,ve,me,_e,El,ge,be,zr,Se,Gr,dl,Rr,Hr,pl,Jr,Ur,Wr,_t,Yr,hl,Qr,Kr,Xr,Ge,gt,Zr,bt,xr,ml,eo,to,vt,_l,so,lo,gl,no,ao,bl,ro,oo,Re,jl;t=new Du({props:{fw:o[0]}});const ko=[Mu,Au],kt=[];function wo(I,z){return I[0]==="pt"?0:1}b=wo(o),y=kt[b]=ko[b](o),N=new cc({props:{$$slots:{default:[Tu]},$$scope:{ctx:o}}});const Eo=[Su,Pu],wt=[];function jo(I,z){return I[0]==="pt"?0:1}g=jo(o),C=wt[g]=Eo[g](o),Ke=new B({props:{code:`from transformers import pipeline

classifier = pipeline("sentiment-analysis")
classifier(
    [
        "I've been waiting for a HuggingFace course my whole life.",
        "I hate this so much!",
    ]
)`,highlighted:`<span class="hljs-keyword">from</span> transformers <span class="hljs-keyword">import</span> pipeline

classifier = pipeline(<span class="hljs-string">&quot;sentiment-analysis&quot;</span>)
classifier(
    [
        <span class="hljs-string">&quot;I&#x27;ve been waiting for a HuggingFace course my whole life.&quot;</span>,
        <span class="hljs-string">&quot;I hate this so much!&quot;</span>,
    ]
)`}}),Xe=new B({props:{code:`[{'label': 'POSITIVE', 'score': 0.9598047137260437},
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checkpoint = "distilbert-base-uncased-finetuned-sst-2-english"
tokenizer = AutoTokenizer.from_pretrained(checkpoint)`,highlighted:`<span class="hljs-keyword">from</span> transformers <span class="hljs-keyword">import</span> AutoTokenizer

checkpoint = <span class="hljs-string">&quot;distilbert-base-uncased-finetuned-sst-2-english&quot;</span>
tokenizer = AutoTokenizer.from_pretrained(checkpoint)`}});const $o=[Fu,Ou],Et=[];function yo(I,z){return I[0]==="pt"?0:1}ee=yo(o),te=Et[ee]=$o[ee](o);const Co=[Lu,Vu],jt=[];function Io(I,z){return I[0]==="pt"?0:1}se=Io(o),le=jt[se]=Co[se](o);const No=[Bu,qu],$t=[];function Do(I,z){return I[0]==="pt"?0:1}ne=Do(o),ae=$t[ne]=No[ne](o);const Ao=[Gu,zu],yt=[];function Mo(I,z){return I[0]==="pt"?0:1}re=Mo(o),oe=yt[re]=Ao[re](o);const To=[Hu,Ru],Ct=[];function Po(I,z){return I[0]==="pt"?0:1}ce=Po(o),ue=Ct[ce]=To[ce](o),pt=new B({props:{code:"print(outputs.logits.shape)",highlighted:'<span class="hljs-built_in">print</span>(outputs.logits.shape)'}});const So=[Uu,Ju],It=[];function Oo(I,z){return I[0]==="pt"?0:1}fe=Oo(o),de=It[fe]=So[fe](o),ht=new B({props:{code:"print(outputs.logits)",highlighted:'<span class="hljs-built_in">print</span>(outputs.logits)'}});const Fo=[Yu,Wu],Nt=[];function Vo(I,z){return I[0]==="pt"?0:1}pe=Vo(o),he=Nt[pe]=Fo[pe](o);const Lo=[Ku,Qu],Dt=[];function qo(I,z){return 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\u0630\u062E\u06CC\u0631\u0647 \u0645\u06CC\u200C\u06A9\u0646\u062F. \u0628\u0647 \u0627\u06CC\u0646 \u062A\u0631\u062A\u06CC\u0628 \u0627\u06CC\u0646 \u062F\u0627\u062F\u0647\u200C\u0647\u0627 \u0641\u0642\u0637 \u0628\u0627\u0631 \u0627\u0648\u0644\u06CC \u06A9\u0647 \u06A9\u062F \u0632\u06CC\u0631 \u0631\u0627 \u0627\u062C\u0631\u0627 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u062F \u062F\u0627\u0646\u0644\u0648\u062F \u0645\u06CC\u200C\u0634\u0648\u0646\u062F."),mn=j(),x=d("p"),_n=h("\u0646\u0642\u0637\u0647 \u062A\u0639\u0644\u06CC\u0645 \u067E\u06CC\u0634\u200C\u0641\u0631\u0636 \u0628\u0631\u0627\u06CC \u062E\u0637\u200C\u062A\u0648\u0644\u06CC\u062F "),ms=d("code"),gn=h("\u062A\u062D\u0644\u06CC\u0644 \u0627\u062D\u0633\u0627\u0633\u0627\u062A"),bn=j(),_s=d("code"),vn=h("distilbert-base-uncased-finetuned-sst-2-english"),kn=h(" \u0646\u0627\u0645 \u062F\u0627\u0631\u062F. \u0635\u0641\u062D\u0647 \u062A\u0648\u0636\u06CC\u062D\u0627\u062A \u0627\u06CC\u0646 \u0645\u062F\u0644 \u0631\u0627 \u0645\u06CC \u062A\u0648\u0627\u0646\u06CC\u062F \u062F\u0631 "),lt=d("a"),wn=h("\u0627\u06CC\u0646\u062C\u0627 \u0645\u0634\u0627\u0647\u062F\u0647 \u06A9\u0646\u06CC\u062F"),En=h(". \u0628\u0627 \u0627\u062C\u0631\u0627\u06CC \u06A9\u062F \u0632\u06CC\u0631 \u0622\u0646 \u0631\u0627 \u062F\u0627\u0646\u0644\u0648\u062F \u0645\u06CC \u06A9\u0646\u06CC\u0645:"),jn=j(),Ft=d("div"),P(nt.$$.fragment),$n=j(),at=d("p"),yn=h("\u067E\u0633 \u0627\u0632 \u062F\u0631\u06CC\u0627\u0641\u062A \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631\u060C \u0645\u06CC \u062A\u0648\u0627\u0646\u06CC\u0645 \u062C\u0645\u0644\u0627\u062A \u062E\u0648\u062F \u0631\u0627 \u0645\u0633\u062A\u0642\u06CC\u0645\u0627\u064B \u0648\u0627\u0631\u062F \u0622\u0646 \u06A9\u0646\u06CC\u0645 \u0648 \u062F\u06CC\u06A9\u0634\u0646\u0631\u06CC \u062E\u0631\u0648\u062C\u06CC \u0631\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u06A9\u0646\u06CC\u0645 \u06A9\u0647 \u0622\u0645\u0627\u062F\u0647 \u0627\u0633\u062A \u062A\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062F\u06CC \u0645\u062F\u0644 \u0645\u0648\u0631\u062F \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0642\u0631\u0627\u0631 \u06AF\u06CC\u0631\u062F! \u062A\u0646\u0647\u0627 \u06A9\u0627\u0631 \u0628\u0627\u0642\u06CC \u0645\u0627\u0646\u062F\u0647 \u062A\u0628\u062F\u06CC\u0644 \u0644\u06CC\u0633\u062A ID\u200C\u0647\u0627\u06CC \u0648\u0631\u0648\u062F\u06CC \u0628\u0647 \u062A\u0650\u0646\u0633\u0648\u0631 \u0627\u0633\u062A. \u0634\u0645\u0627 \u0645\u06CC\u200C\u062A\u0648\u0627\u0646\u06CC\u062F \u0627\u0632 \u062A\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06CC \u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633 \u0628\u062F\u0648\u0646 \u0627\u0637\u0644\u0627\u0639 \u0627\u0632 \u0627\u06CC\u0646\u06A9\u0647 \u06A9\u062F\u0627\u0645 \u0641\u0631\u06CC\u0645\u0648\u0631\u06A9 \u06CC\u0627\u062F\u06AF\u06CC\u0631\u06CC \u0645\u0627\u0634\u06CC\u0646 \u062F\u0631 \u067E\u0634\u062A \u0635\u062D\u0646\u0647 \u062F\u0631\u06AF\u06CC\u0631 \u0645\u06CC\u200C\u0634\u0648\u062F \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u06A9\u0646\u06CC\u062F. \u0645\u0645\u06A9\u0646 \u0627\u0633\u062A \u0627\u0632 \u067E\u0627\u06CC\u062A\u0648\u0631\u0686\u060C \u062A\u0650\u0646\u0633\u0648\u0631\u0641\u0650\u0644\u0648 \u06CC\u0627 \u062D\u062A\u06CC \u0641\u0644\u064E\u06A9\u0633 \u0628\u0631\u0627\u06CC \u0628\u0639\u0636\u06CC \u0645\u062F\u0644\u200C\u0647\u0627 \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0634\u062F\u0647 \u0628\u0627\u0634\u062F. \u0628\u0627 \u0627\u06CC\u0646 \u0648\u062C\u0648\u062F \u0645\u062F\u0644\u200C\u0647\u0627\u06CC \u062A\u0631\u0633\u0641\u0648\u0631\u0645\u0631 \u0641\u0642\u0637 "),gs=d("em"),Cn=h("\u062A\u0650\u0646\u0633\u0648\u0631"),In=h("\u200C\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062F\u06CC \u0642\u0628\u0648\u0644 \u0645\u06CC\u200C\u06A9\u0646\u0646\u062F. \u0627\u06AF\u0631 \u0627\u06CC\u0646 \u0628\u0627\u0631 \u0627\u0648\u0644\u06CC \u0627\u0633\u062A \u06A9\u0647 \u0628\u0627 \u06A9\u0644\u0645\u0647 \u062A\u0650\u0646\u0633\u0648\u0631 \u0628\u0631\u062E\u0648\u0631\u062F \u062F\u0627\u0631\u06CC\u062F\u060C \u0645\u06CC\u200C\u062A\u0648\u0627\u0646\u06CC\u062F \u0622\u0646\u200C\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0622\u0631\u0627\u06CC\u0647\u200C\u0647\u0627\u06CC NumPy \u062A\u0635\u0648\u0631 \u06A9\u0646\u06CC\u062F. \u0627\u06CC\u0646 \u0622\u0631\u0627\u06CC\u0647\u200C\u0647\u0627 \u0645\u06CC \u062A\u0648\u0627\u0646\u0646\u062F \u0639\u062F\u062F\u06CC(\u062A\u06A9 \u0628\u0639\u062F\u06CC)\u060C \u0628\u0631\u062F\u0627\u0631\u06CC(\u06CC\u06A9 \u0628\u0639\u062F\u06CC)\u060C \u0645\u0627\u062A\u0631\u06CC\u0633(\u062F\u0648 \u0628\u0639\u062F\u06CC) \u06CC\u0627 \u0628\u0627 \u0627\u0628\u0639\u0627\u062F \u0628\u06CC\u0634\u062A\u0631 \u0628\u0627\u0634\u0646\u062F. \u0622\u0646\u200C\u0647\u0627 \u062F\u0631 \u0648\u0627\u0642\u0639 \u062A\u0650\u0646\u0633\u0648\u0631 \u0647\u0633\u062A\u0646\u062F \u0648 \u062A\u0650\u0646\u0633\u0648\u0631\u0647\u0627 \u062F\u0631 \u0641\u0631\u06CC\u0645\u0648\u0631\u06A9\u200C\u0647\u0627\u06CC \u06CC\u0627\u062F\u06AF\u06CC\u0631\u06CC \u0645\u0627\u0634\u06CC\u0646 \u0631\u0641\u062A\u0627\u0631\u06CC \u0634\u0628\u06CC\u0647 \u0628\u0647 \u0622\u0631\u0627\u06CC\u0647\u200C\u0647\u0627\u06CC NumPy \u062F\u0627\u0631\u0646\u062F \u0648 \u0628\u0647 \u0647\u0645\u0627\u0646 \u0633\u0627\u062F\u06AF\u06CC \u0647\u0645 \u0633\u0627\u062E\u062A\u0647 \u0645\u06CC\u200C\u0634\u0648\u0646\u062F."),Nn=j(),rt=d("p"),Dn=h("\u0628\u0631\u0627\u06CC \u0645\u0634\u062E\u0635 \u06A9\u0631\u062F\u0646 \u0646\u0648\u0639 \u062A\u0650\u0646\u0633\u0648\u0631\u06CC \u06A9\u0647 \u0645\u06CC\u200C\u062E\u0648\u0627\u0647\u06CC\u0645 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062E\u0631\u0648\u062C\u06CC \u062F\u0631\u06CC\u0627\u0641\u062A \u06A9\u0646\u06CC\u0645(\u067E\u0627\u06CC\u062A\u0648\u0631\u0686\u060C \u062A\u0650\u0646\u0633\u0648\u0631\u0641\u0650\u0644\u0648 \u06CC\u0627 NumPy \u0633\u0627\u062F\u0647)\u060C \u0627\u0632 \u0622\u0631\u06AF\u0648\u0645\u0627\u0646 "),bs=d("code"),An=h("return_tensors"),Mn=h(" \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645:"),Tn=j(),ot=d("div"),te.c(),Pn=j(),De=d("p"),Sn=h("\u0647\u0646\u0648\u0632 \u0644\u0627\u0632\u0645 \u0646\u06CC\u0633\u062A \u0646\u06AF\u0631\u0627\u0646 \u0622\u0631\u06AF\u0648\u0645\u0627\u0646\u200C\u0647\u0627\u06CC "),vs=d("code"),On=h("padding"),Fn=h(" \u0648 "),ks=d("code"),Vn=h("truncation"),Ln=h(" \u0628\u0627\u0634\u06CC\u062F\u061B \u0632\u06CC\u0631\u0627 \u0628\u0639\u062F\u062A\u0631 \u0628\u0647 \u0622\u0646\u0647\u0627 \u062E\u0648\u0627\u0647\u06CC\u0645 \u067E\u0631\u062F\u0627\u062E\u062A. \u0645\u0633\u0626\u0644\u0647 \u0627\u0635\u0644\u06CC \u06A9\u0647 \u0628\u0627\u06CC\u062F \u0628\u0647 \u0628\u0647 \u062E\u0627\u0637\u0631 \u0628\u0633\u067E\u0627\u0631\u06CC\u062F\u060C \u0627\u0645\u06A9\u0627\u0646 \u062F\u0627\u062F\u0646 \u06CC\u06A9 \u062C\u0645\u0644\u0647 \u06CC\u0627 \u0622\u0631\u0627\u06CC\u0647\u200C\u0627\u06CC \u0627\u0632 \u062C\u0645\u0644\u0647\u200C\u0647\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062F\u06CC \u0648 \u0645\u0634\u062E\u0635 \u06A9\u0631\u062F\u0646 \u0646\u0648\u0639 \u062A\u0650\u0646\u0633\u0648\u0631\u0647\u0627\u06CC \u062E\u0631\u0648\u062C\u06CC \u0627\u0633\u062A. \u0627\u06AF\u0631 \u0646\u0648\u0639 \u062E\u0631\u0648\u062C\u06CC \u0631\u0627 \u0645\u0634\u062E\u0635 \u0646\u06A9\u0646\u06CC\u062F\u060C \u0644\u06CC\u0633\u062A\u06CC \u0627\u0632 \u0644\u06CC\u0633\u062A\u200C\u0647\u0627 \u0631\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u062E\u0648\u0627\u0647\u06CC\u062F \u06A9\u0631\u062F."),qn=j(),le.c(),vl=j(),U=d("p"),Bn=h("\u062E\u0631\u0648\u062C\u06CC \u062E\u0648\u062F \u06CC\u06A9 \u062F\u06CC\u06A9\u0634\u0646\u0631\u06CC \u0628\u0627 \u062F\u0648 \u06A9\u0644\u06CC\u062F "),ws=d("code"),zn=h("input_ids"),Gn=h(" \u0648 "),Es=d("code"),Rn=h("attention_mask"),Hn=h(" \u0627\u0633\u062A. "),js=d("code"),Jn=h("input_ids"),Un=h(" \u062F\u0648 \u0631\u062F\u06CC\u0641 \u0639\u062F\u062F \u0635\u062D\u06CC\u062D(\u06CC\u06A9 \u0631\u062F\u06CC\u0641 \u0628\u0631\u0627\u06CC \u0647\u0631 \u062C\u0645\u0644\u0647) \u06A9\u0647 \u0634\u0646\u0627\u0633\u0647\u200C\u0647\u0627\u06CC \u0645\u0646\u062D\u0635\u0631 \u0628\u0647 \u0641\u0631\u062F \u062A\u0648\u06A9\u0650\u0646\u200C\u0647\u0627\u06CC \u0647\u0631 \u062C\u0645\u0644\u0647 \u0647\u0633\u062A\u0646\u062F. "),$s=d("code"),Wn=h("attention_mask"),Yn=h(" \u0631\u0627 \u0628\u0639\u062F\u062A\u0631 \u062F\u0631 \u0647\u0645\u06CC\u0646 \u0641\u0635\u0644 \u062A\u0648\u0636\u06CC\u062D \u062E\u0648\u0627\u0647\u06CC\u0645 \u062F\u0627\u062F."),Qn=j(),Vt=d("h2"),Kn=h("\u06AF\u0630\u0631 \u0627\u0632 \u0645\u062F\u0644"),Xn=j(),ae.c(),kl=j(),ys=d("p"),Zn=h("\u062F\u0631 \u0627\u06CC\u0646 \u0642\u0637\u0639\u0647 \u06A9\u062F\u060C \u0647\u0645\u0627\u0646 \u0646\u0642\u0637\u0647 \u062A\u0639\u0644\u06CC\u0645\u06CC \u06A9\u0647 \u062F\u0631 \u062E\u0637 \u062A\u0648\u0644\u06CC\u062F\u0645\u0627\u0646 \u0642\u0628\u0644\u0627 \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u06A9\u0631\u062F\u06CC\u0645 \u0631\u0627 \u062F\u0627\u0646\u0644\u0648\u062F \u06A9\u0631\u062F\u0647(\u06A9\u0647 \u0627\u0644\u0628\u062A\u0647 \u0628\u0627\u06CC\u062F \u0627\u0644\u0627\u0646 \u062F\u0627\u0646\u0644\u0648\u062F \u0634\u062F\u0647 \u0628\u0627\u0634\u062F \u0648 \u062F\u0631 \u0633\u06CC\u0633\u062A\u0645 \u0634\u0645\u0627 \u0645\u0648\u062C\u0648\u062F \u0627\u0633\u062A \u067E\u0633 \u0646\u06CC\u0627\u0632\u06CC \u0628\u0647 \u062F\u0627\u0646\u0644\u0648\u062F \u0645\u062C\u062F\u062F \u0646\u062F\u0627\u0631\u062F) \u0648 \u0645\u062F\u0644\u06CC \u062C\u062F\u06CC\u062F \u0628\u0627 \u0622\u0646 \u0645\u06CC\u200C\u0633\u0627\u0632\u06CC\u0645."),xn=j(),W=d("p"),ea=h("\u0627\u06CC\u0646 \u0645\u0639\u0645\u0627\u0631\u06CC \u062A\u0646\u0647\u0627 \u0634\u0627\u0645\u0644 \u0645\u0627\u0698\u0648\u0644 \u067E\u0627\u06CC\u0647\u0654 "),Cs=d("code"),ta=h("Transformer"),sa=h(" \u0627\u0633\u062A: \u0628\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u0648\u0631\u0648\u062F\u06CC\u060C\u200C "),Is=d("em"),la=h("\u0648\u0636\u0639\u06CC\u062A \u067E\u0646\u0647\u0627\u0646"),na=h(" \u0631\u0627 \u062F\u0631 \u062E\u0631\u0648\u062C\u06CC \u062A\u062D\u0648\u06CC\u0644 \u0645\u06CC\u200C\u062F\u0647\u062F. \u0628\u0647 \u0627\u06CC\u0646 \u0648\u0636\u0639\u06CC\u062A\u200C\u0647\u0627\u06CC \u067E\u0646\u0647\u0627\u0646 "),Ns=d("em"),aa=h("\u0641\u06CC\u0686\u0631"),ra=h(" \u0647\u0645 \u0645\u06CC\u200C\u06AF\u0648\u06CC\u06CC\u0645. \u0628\u0631\u0627\u06CC \u0647\u0631 \u0648\u0631\u0648\u062F\u06CC \u0645\u062F\u0644\u060C \u0628\u0631\u062F\u0627\u0631\u06CC \u0686\u0646\u062F\u06CC\u0646 \u200C\u0628\u0639\u062F\u06CC \u06A9\u0647 \u0645\u0639\u0627\u062F\u0644 "),Ds=d("em"),oa=h("\u062F\u0631\u06A9 \u06A9\u0644\u06CC \u0645\u062F\u0644 \u062A\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0627\u0632 \u0622\u0646 \u0648\u0631\u0648\u062F\u06CC"),ia=h(" \u0627\u0633\u062A \u0631\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645."),ca=j(),As=d("p"),ua=h("\u0646\u06AF\u0631\u0627\u0646 \u0646\u0628\u0627\u0634\u06CC\u062F \u0627\u06AF\u0631 \u062F\u0631\u06A9 \u0627\u06CC\u0646 \u0645\u0641\u0627\u0647\u06CC\u0645 \u0633\u062E\u062A \u0627\u0633\u062A. \u0647\u0645\u0647 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0639\u062F\u062A\u0631 \u062A\u0648\u0636\u06CC\u062D \u062E\u0648\u0627\u0647\u06CC\u0645 \u062F\u0627\u062F."),fa=j(),Ae=d("p"),da=h("\u0627\u06AF\u0631\u0686\u0647 \u0648\u0636\u0639\u06CC\u062A\u200C\u0647\u0627\u06CC \u067E\u0646\u0647\u0627\u0646 \u0628\u0647 \u062E\u0648\u062F\u06CC \u062E\u0648\u062F \u0645\u06CC \u062A\u0648\u0627\u0646\u0646\u062F \u0645\u0641\u06CC\u062F \u0628\u0627\u0634\u0646\u062F\u060C \u0622\u0646\u200C\u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627 \u0648\u0631\u0648\u062F\u06CC \u0628\u062E\u0634 \u062F\u06CC\u06AF\u0631\u06CC \u0627\u0632 \u0645\u062F\u0644 \u06A9\u0647 \u0628\u0647 \u0622\u0646 "),Ms=d("em"),pa=h("\u0633\u0631"),ha=h(" \u0645\u062F\u0644 \u0645\u06CC \u06AF\u0648\u06CC\u06CC\u0645 \u0647\u0633\u062A\u0646\u062F. \u062F\u0631 "),Lt=d("a"),ma=h("\u0641\u0635\u0644 \u0627\u0648\u0644"),_a=h("\u060C \u0647\u0645\u0647 \u0645\u0633\u0627\u0626\u0644 \u0645\u062E\u062A\u0644\u0641 \u0631\u0627 \u0645\u06CC\u200C\u062A\u0648\u0627\u0646\u0633\u062A\u06CC\u0645 \u062A\u0648\u0633\u0637 \u06CC\u06A9 \u0645\u0639\u0645\u0627\u0631\u06CC \u062D\u0644 \u06A9\u0646\u06CC\u0645\u060C \u0648 \u0633\u067E\u0633 \u062E\u0631\u0648\u062C\u06CC \u0631\u0627 \u0628\u0647 \u0633\u0631 \u0645\u062A\u0641\u0627\u0648\u062A\u06CC \u062F\u0631 \u0627\u062F\u0627\u0645\u0647 \u0645\u062F\u0644 \u067E\u0627\u0633 \u0628\u062F\u0647\u06CC\u0645."),ga=j(),qt=d("h3"),ba=h("\u0628\u0631\u062F\u0627\u0631\u200C\u0647\u0627\u06CC \u0686\u0646\u062F \u0628\u0639\u062F\u06CC\u061F"),va=j(),it=d("p"),ka=h("\u062E\u0631\u0648\u062C\u06CC \u0645\u0627\u0698\u0648\u0644 "),Ts=d("code"),wa=h("Transformer"),Ea=h(" \u062A\u0650\u0646\u0633\u0648\u0631\u06CC \u0627\u0633\u062A \u06A9\u0647 \u0645\u0639\u0645\u0648\u0644\u0627 \u0633\u0647 \u0628\u0639\u062F \u062F\u0627\u0631\u062F:"),ja=j(),Me=d("ul"),Ps=d("li"),Bt=d("p"),Ss=d("strong"),$a=h("\u0627\u0646\u062F\u0627\u0632\u0647 \u0628\u062A\u062C"),ya=h(": \u062A\u0639\u062F\u0627\u062F \u0631\u0634\u062A\u0647\u200C\u0647\u0627\u06CC \u0645\u0648\u0631\u062F \u067E\u0631\u062F\u0627\u0632\u0634 \u062F\u0631 \u06CC\u06A9 \u062F\u0633\u062A\u0647\u060C \u06A9\u0647 \u062F\u0631 \u0645\u062B\u0627\u0644 \u0645\u0627 \u062F\u0648 \u0639\u062F\u062F \u0627\u0633\u062A."),Ca=j(),Os=d("li"),zt=d("p"),Fs=d("strong"),Ia=h("\u0637\u0648\u0644 \u0631\u0634\u062A\u0647"),Na=h(": \u0637\u0648\u0644 \u0628\u0631\u062F\u0627\u0631 \u0639\u062F\u062F\u06CC \u0645\u0639\u0627\u062F\u0644 \u0631\u0634\u062A\u0647\u200C\u0647\u0627\u060C \u06A9\u0647 \u062F\u0631 \u0645\u062B\u0627\u0644 \u0645\u0627 \u06F1\u06F6 \u0627\u0633\u062A."),Da=j(),ct=d("li"),Gt=d("p"),Vs=d("strong"),Aa=h("\u0627\u0646\u062F\u0627\u0632\u0647 \u067E\u0646\u0647\u0627\u0646"),Ma=h(": \u0627\u0628\u0639\u0627\u062F \u0628\u0631\u062F\u0627\u0631 \u0628\u0631\u0627\u06CC \u0647\u0631 \u0648\u0631\u0648\u062F\u06CC \u0645\u062F\u0644."),Ta=j(),Ls=d("p"),Pa=h("\u0628\u0647 \u062E\u0627\u0637\u0631 \u0647\u0645\u06CC\u0646 \u0645\u0642\u062F\u0627\u0631 \u0622\u062E\u0631 \u0628\u0647 \u0627\u06CC\u0646 \u062A\u0650\u0646\u0633\u0648\u0631 \xAB\u0686\u0646\u062F\u06CC\u0646 \u0628\u0639\u062F\u06CC\xBB \u0645\u06CC \u06AF\u0648\u06CC\u06CC\u0645. \u0627\u0646\u062F\u0627\u0632\u0647 \u067E\u0646\u0647\u0627\u0646 \u0645\u06CC\u200C\u062A\u0648\u0627\u0646\u062F \u0628\u0633\u06CC\u0627\u0631 \u0628\u0632\u0631\u06AF \u0628\u0627\u0634\u062F(\u0645\u0639\u0645\u0648\u0644\u0627 \u06F7\u06F6\u06F8 \u0628\u0631\u0627\u06CC \u0645\u062F\u0644\u200C\u0647\u0627\u06CC \u06A9\u0648\u0686\u06A9\u062A\u0631\u060C \u0648 \u062F\u0631 \u0645\u062F\u0644\u200C\u0647\u0627\u06CC \u0628\u0632\u0631\u06AF\u062A\u0631 \u0627\u06CC\u0646 \u0639\u062F\u062F \u0628\u0647 \u06F3\u06F0\u06F7\u06F2 \u06CC\u0627 \u0628\u06CC\u0634\u062A\u0631 \u0647\u0645 \u0645\u06CC \u0631\u0633\u062F)"),Sa=j(),qs=d("p"),Oa=h("\u0627\u06CC\u0646 \u0631\u0627 \u0628\u0627 \u067E\u0627\u0633 \u062F\u0627\u062F\u0646 \u0648\u0631\u0648\u062F\u06CC\u200C\u0647\u0627\u06CC \u067E\u06CC\u0634\u200C\u067E\u0631\u062F\u0627\u0632\u0634 \u0634\u062F\u0647 \u0628\u0647 \u0645\u062F\u0644 \u062E\u0648\u062F \u0645\u06CC \u062A\u0648\u0627\u0646\u06CC\u0645 \u0628\u0628\u06CC\u0646\u06CC\u0645:"),Fa=j(),ut=d("div"),oe.c(),Va=j(),ie=d("p"),La=h("\u062A\u0648\u062C\u0647 \u06A9\u0646\u06CC\u062F \u06A9\u0647 \u062E\u0631\u0648\u062C\u06CC\u200C\u0647\u0627\u06CC \u062A\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06CC \u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633\u060C \u0645\u0627\u0646\u0646\u062F "),Bs=d("code"),qa=h("namedtuple"),Ba=h("\u200C\u0647\u0627 \u06CC\u0627 \u062F\u06CC\u06A9\u0634\u0646\u0631\u06CC\u200C\u0647\u0627 \u0647\u0633\u062A\u0646\u062F. \u0634\u0645\u0627 \u0645\u06CC\u200C\u062A\u0648\u0627\u0646\u06CC\u062F \u0628\u0647 \u0647\u0631 \u0639\u0636\u0648\u060C \u0628\u0627 \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0627\u0632 \u0646\u0627\u0645\u0634(\u0645\u0627\u0646\u0646\u062F \u0622\u0646\u0686\u0647 \u0645\u0627 \u0627\u0646\u062C\u0627\u0645 \u062F\u0627\u062F\u06CC\u0645) \u06CC\u0627 \u0628\u0627 \u06A9\u0644\u06CC\u062F\u0634("),zs=d("code"),za=h('outputs["last_hidden_state"]'),Ga=h(") \u06CC\u0627 \u062D\u062A\u06CC \u0627\u06AF\u0631 \u062F\u0642\u06CC\u0642\u0627\u064B \u0627\u0632 \u0645\u06A9\u0627\u0646 \u0622\u0646 \u0627\u0637\u0644\u0627\u0639 \u062F\u0627\u0631\u06CC\u062F \u0628\u0627 \u0634\u0645\u0627\u0631\u0647\u200C\u0627\u0634("),Gs=d("code"),Ra=h("outputs[0]"),Ha=h(") \u062F\u0633\u062A\u0631\u0633\u06CC \u067E\u06CC\u062F\u0627 \u06A9\u0646\u06CC\u062F."),Ja=j(),Rt=d("h3"),Ua=h("\u0633\u0631 \u0645\u062F\u0644: \u062F\u0631\u06A9 \u0627\u0639\u062F\u0627\u062F \u062F\u0631\u0648\u0646 \u0645\u062F\u0644"),Wa=j(),Rs=d("p"),Ya=h("\u0642\u0633\u0645\u062A \u0633\u0631\u060C \u0628\u0631\u062F\u0627\u0631\u0647\u0627\u06CC \u0686\u0646\u062F\u06CC\u0646 \u0628\u0639\u062F\u06CC \u0648\u0636\u0639\u06CC\u062A \u067E\u0646\u0647\u0627\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062F\u06CC \u0645\u06CC\u200C\u067E\u0630\u06CC\u0631\u062F \u0648 \u0622\u0646\u200C\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0627\u0628\u0639\u0627\u062F\u06CC \u062F\u0631 \u0641\u0636\u0627\u06CC\u06CC \u062F\u06CC\u06AF\u0631 \u0628\u0631\u0627\u06CC \u0628\u062E\u0634 \u0628\u0639\u062F\u06CC \u067E\u0631\u0648\u062C\u06A9\u062A \u0645\u06CC\u200C\u06A9\u0646\u062F. \u0633\u0631\u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627 \u0627\u0632 \u06CC\u06A9 \u06CC\u0627 \u0686\u0646\u062F \u0644\u0627\u06CC\u0647 \u062E\u0637\u06CC \u062A\u0634\u06A9\u06CC\u0644 \u0634\u062F\u0647\u200C\u0627\u0646\u062F."),Qa=j(),ze=d("div"),ft=d("img"),Ka=j(),dt=d("img"),Xa=j(),Hs=d("p"),Za=h("\u062E\u0631\u0648\u062C\u06CC \u0645\u062F\u0644 \u062A\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u060C \u0645\u0633\u062A\u0642\u06CC\u0645\u0627\u064B \u0628\u0647 \u0633\u0631 \u0628\u062E\u0634 \u0628\u0639\u062F\u06CC \u067E\u0627\u0633 \u062F\u0627\u062F\u0647 \u0645\u06CC\u200C\u0634\u0648\u062F. \u062F\u0631 \u0627\u06CC\u0646 \u0646\u0645\u0648\u062F\u0627\u0631\u060C \u0645\u062F\u0644 \u062A\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0628\u0647 \u0644\u0627\u06CC\u0647 embeddings \u0648 \u0644\u0627\u06CC\u0647\u200C\u0647\u0627\u06CC \u0628\u0639\u062F\u06CC \u0622\u0646 \u062A\u0642\u0633\u06CC\u0645 \u0634\u062F\u0647 \u0627\u0633\u062A. \u0644\u0627\u06CC\u0647 embeddings \u0647\u0631 \u0634\u0646\u0627\u0633\u0647 \u0648\u0631\u0648\u062F\u06CC \u062F\u0631 \u0648\u0631\u0648\u062F\u06CC \u062A\u0648\u06A9\u0650\u0646\u06CC\u0632\u0647 \u0634\u062F\u0647 \u0631\u0627 \u0628\u0647 \u06CC\u06A9 \u0628\u0631\u062F\u0627\u0631 \u06A9\u0647 \u0646\u0645\u0627\u06CC\u0646\u062F\u0647 \u0622\u0646 \u062A\u0648\u06A9\u0650\u0646 \u0627\u0633\u062A \u062A\u0628\u062F\u06CC\u0644 \u0645\u06CC\u200C\u06A9\u0646\u062F. \u0644\u0627\u06CC\u0647\u200C\u0647\u0627\u06CC \u0628\u0639\u062F\u06CC \u0628\u0627 \u062F\u0633\u062A\u06A9\u0627\u0631\u06CC \u062F\u0631 \u0627\u06CC\u0646 \u0628\u0631\u062F\u0627\u0631\u200C\u0647\u0627 \u062A\u0648\u0633\u0637 \u0641\u0631\u0622\u06CC\u0646\u062F \u0627\u062A\u0650\u0646\u0634\u0650\u0646\u060C \u0634\u06A9\u0644 \u067E\u0627\u06CC\u0627\u0646\u06CC \u0628\u0631\u062F\u0627\u0631 \u0646\u0645\u0627\u06CC\u0646\u062F\u0647 \u062C\u0645\u0644\u0627\u062A \u0631\u0627 \u062A\u0648\u0644\u06CC\u062F \u0645\u06CC\u200C\u06A9\u0646\u0646\u062F."),xa=j(),Js=d("p"),er=h("\u062A\u0639\u062F\u0627\u062F \u0632\u06CC\u0627\u062F\u06CC \u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06CC\u200C\u200C\u0647\u0627\u06CC \u0645\u062E\u062A\u0644\u0641 \u062F\u0631 \u062A\u0631\u0646\u0641\u0648\u0631\u0645\u0631\u200C\u0647\u0627\u06CC \u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633 \u0648\u062C\u0648\u062F \u062F\u0627\u0631\u062F \u06A9\u0647 \u0647\u0631\u06A9\u062F\u0627\u0645 \u0628\u0631\u0627\u06CC \u062D\u0644 \u06CC\u06A9 \u0645\u0633\u0626\u0644\u0647 \u062E\u0627\u0635 \u0637\u0631\u0627\u062D\u06CC \u0634\u062F\u0647\u200C\u0627\u0646\u062F. \u062F\u0631 \u0627\u06CC\u0646\u200C\u062C\u0627 \u0641\u0647\u0631\u0633\u062A \u06A9\u0648\u062A\u0627\u0647\u06CC \u0627\u0632\u200C \u0622\u0646\u0647\u0627 \u0631\u0627 \u0622\u0648\u0631\u062F\u0647\u200C\u0627\u06CC\u0645:"),tr=j(),H=d("ul"),Ht=d("li"),Us=d("code"),sr=h("*Model"),lr=h(" (\u0628\u0631\u0627\u06CC \u062F\u0633\u062A\u0631\u0633\u06CC \u0628\u0647 \u0648\u0636\u0639\u06CC\u062A\u200C\u0647\u0627\u06CC \u067E\u0646\u0647\u0627\u0646)"),nr=j(),Ws=d("li"),Ys=d("code"),ar=h("*ForCausalLM"),rr=j(),Qs=d("li"),Ks=d("code"),or=h("*ForMaskedLM"),ir=j(),Xs=d("li"),Zs=d("code"),cr=h("*ForMultipleChoice"),ur=j(),xs=d("li"),el=d("code"),fr=h("*ForQuestionAnswering"),dr=j(),tl=d("li"),sl=d("code"),pr=h("*ForSequenceClassification"),hr=j(),ll=d("li"),nl=d("code"),mr=h("*ForTokenClassification"),_r=j(),al=d("li"),gr=h("\u0648 \u0646\u0645\u0648\u0646\u0647\u200C\u0647\u0627\u06CC \u062F\u06CC\u06AF\u0631 \u062F\u0631 \u200C\u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633"),br=j(),ue.c(),wl=j(),rl=d("p"),vr=h("\u062D\u0627\u0644\u0627 \u0627\u06AF\u0631 \u0646\u06AF\u0627\u0647\u06CC \u0628\u0647 \u0648\u06CC\u0698\u06AF\u06CC shape \u0648\u0631\u0648\u062F\u06CC\u200C\u0647\u0627 \u0628\u06CC\u0627\u0646\u062F\u0627\u0632\u06CC\u0645\u060C \u062E\u0648\u0647\u06CC\u0645 \u062F\u06CC\u062F \u06A9\u0647 \u062A\u0639\u062F\u0627\u062F \u0627\u0628\u0639\u0627\u062F \u0628\u0631\u062F\u0627\u0631\u0647\u0627\u06CC \u0646\u0645\u0627\u06CC\u0646\u062F\u0647 \u0628\u0633\u06CC\u0627\u0631 \u06A9\u0645\u062A\u0631 \u0627\u0633\u062A: \u0642\u0633\u0645\u062A \u0633\u0631 \u0645\u062F\u0644 \u0628\u0631\u062F\u0627\u0631\u0647\u0627\u06CC \u0686\u0646\u062F\u06CC\u0646 \u0628\u0639\u062F\u06CC \u06A9\u0647 \u0642\u0628\u0644\u0627 \u062F\u06CC\u062F\u06CC\u0645 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062F\u06CC \u062F\u0631\u06CC\u0627\u0641\u062A \u06A9\u0631\u062F\u0647\u060C \u0648 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062E\u0631\u0648\u062C\u06CC \u0628\u0631\u062F\u0627\u0631\u0647\u0627\u06CC\u06CC \u0628\u0627 \u062F\u0648 \u0639\u0636\u0648(\u06CC\u06A9\u06CC \u0628\u0631\u0627\u06CC \u0647\u0631 \u062F\u0633\u062A\u0647 \u062F\u0631 \u0639\u0645\u0644\u06CC\u0627\u062A \u062F\u0633\u062A\u0628\u0646\u062F\u06CC) \u062A\u0648\u0644\u06CC\u062F \u06A9\u0631\u062F\u0647 \u0627\u0633\u062A."),kr=j(),Te=d("div"),P(pt.$$.fragment),wr=j(),de.c(),Er=j(),ol=d("p"),jr=h("\u0627\u0632 \u0622\u0646\u062C\u0627 \u06A9\u0647 \u0645\u0627 \u062A\u0646\u0647\u0627 \u062F\u0648 \u062C\u0645\u0644\u0647 \u0648 \u062F\u0648 \u062F\u0633\u062A\u0647 \u0645\u0645\u06A9\u0646 \u062F\u0627\u0634\u062A\u06CC\u0645\u060C \u062E\u0631\u0648\u062C\u06CC \u0645\u062F\u0644 \u0645\u0627 \u0634\u06A9\u0644 \u06F2 \u062F\u0631 \u06F2 \u062F\u0627\u0631\u062F."),$r=j(),Jt=d("h2"),yr=h("\u067E\u0633 \u067E\u0631\u062F\u0627\u0632\u0634 \u062E\u0631\u0648\u062C\u06CC"),Cr=j(),il=d("p"),Ir=h("\u0645\u0642\u0627\u062F\u06CC\u0631\u06CC \u06A9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062E\u0631\u0648\u062C\u06CC \u0627\u0632 \u0645\u062F\u0644\u200C\u0645\u0627\u0646 \u062F\u0631\u06CC\u0627\u0641\u062A \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645 \u0628\u0647 \u062E\u0648\u062F\u06CC \u062E\u0648\u062F \u0642\u0627\u0628\u0644 \u062F\u0631\u06A9 \u0646\u06CC\u0633\u062A\u0646\u062F. \u0628\u06AF\u0630\u0627\u0631\u06CC\u062F \u0646\u06AF\u0627\u0647\u06CC \u0628\u0647 \u0622\u0646\u200C\u0647\u0627 \u0628\u06CC\u0646\u062F\u0627\u0632\u06CC\u0645:"),Nr=j(),Pe=d("div"),P(ht.$$.fragment),Dr=j(),he.c(),Ar=j(),Y=d("p"),Mr=h("\u067E\u06CC\u0634\u200C\u0628\u06CC\u0646\u06CC \u0645\u062F\u0644 \u0645\u0627 \u0628\u0631\u0627\u06CC \u062C\u0645\u0644\u0647 \u0627\u0648\u0644 "),cl=d("code"),Tr=h("[-1.5607, 1.6123]"),Pr=h(" \u0648 \u0628\u0631\u0627\u06CC \u062C\u0645\u0644\u0647 \u062F\u0648\u0645 "),ul=d("code"),Sr=h("[ 4.1692, -3.3464]"),Or=h(" \u0627\u0633\u062A. \u0627\u06CC\u0646\u200C \u062E\u0631\u0648\u062C\u06CC\u200C\u0647\u0627 \u0645\u0642\u0627\u062F\u06CC\u0631 \u0622\u0645\u0627\u0631\u06CC \u0646\u06CC\u0633\u062A\u0646\u062F\u060C \u0628\u0644\u06A9\u0647 \u0628\u0647 \u0622\u0646\u0647\u0627 "),fl=d("em"),Fr=h("\u0644\u0648\u062C\u06CC\u062A"),Vr=h(" \u0645\u06CC\u200C\u06AF\u0648\u06CC\u06CC\u0645. \u0622\u0646\u200C\u0647\u0627 \u0645\u0642\u0627\u062F\u06CC\u0631 \u062E\u0627\u0645 \u0648 \u0646\u0631\u0645\u0627\u0644\u200C\u0646\u0634\u062F\u0647 \u062E\u0631\u0648\u062C\u06CC \u0627\u0632 \u0622\u062E\u0631\u06CC\u0646 \u0644\u0627\u06CC\u0647 \u0645\u062F\u0644 \u0647\u0633\u062A\u0646\u062F. \u0628\u0631\u0627\u06CC \u062A\u0628\u062F\u06CC\u0644 \u0628\u0647 \u0645\u0642\u0627\u062F\u06CC\u0631 \u0622\u0645\u0627\u0631\u06CC \u0628\u0627\u06CC\u062F \u0622\u0646\u200C\u0647\u0627 \u0631\u0627 \u0627\u0632 \u06CC\u06A9 \u0644\u0627\u06CC\u0647\u200C "),mt=d("a"),Lr=h("\u0633\u0627\u0641\u062A\u200C\u0645\u06A9\u0633"),qr=h(" \u0628\u06AF\u0630\u0631\u0627\u0646\u06CC\u0645(\u062A\u0645\u0627\u0645 \u062A\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06CC \u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633 \u062F\u0631 \u062E\u0631\u0648\u062C\u06CC \u0644\u0648\u062C\u06CC\u062A \u062A\u0648\u0644\u06CC\u062F \u0645\u06CC\u200C\u06A9\u0646\u0646\u062F \u0632\u06CC\u0631\u0627 \u0645\u0639\u0645\u0648\u0644\u0627 \u062A\u0627\u0628\u0639 \u0644\u0627\u0633 \u0645\u0648\u0631\u062F \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u062F\u0631 \u062A\u0639\u0644\u06CC\u0645 \u0645\u062F\u0644\u060C \u0622\u062E\u0631\u06CC\u0646 \u062A\u0627\u0628\u0639 \u0641\u0639\u0627\u0644\u200C\u0633\u0627\u0632 \u0645\u0627\u0646\u0646\u062F \u0633\u0627\u0641\u062A\u200C\u0645\u06A9\u0633\u200C \u0631\u0627 \u0628\u0627 \u062E\u0648\u062F \u062A\u0627\u0628\u0639 \u0644\u0627\u0633 \u0645\u0627\u0646\u0646\u062F \u06A9\u0650\u0631\u0627\u0633\u200C\u0622\u0646\u062A\u0631\u0648\u067E\u06CC \u062A\u0631\u06A9\u06CC\u0628 \u0645\u06CC\u200C\u06A9\u0646\u062F)."),Br=j(),ve=d("div"),_e.c(),El=j(),be.c(),zr=j(),Se=d("p"),Gr=h("\u062D\u0627\u0644\u0627 \u0645\u06CC\u200C\u062A\u0648\u0627\u0646\u06CC\u0645 \u0628\u0628\u06CC\u0646\u06CC\u0645 \u06A9\u0647 \u067E\u06CC\u0634\u200C\u0628\u06CC\u0646\u06CC \u0645\u062F\u0644 \u0628\u0631\u0627\u06CC \u062C\u0645\u0644\u0647 \u0627\u0648\u0644 "),dl=d("code"),Rr=h("[0.9995, 0.0005]"),Hr=h(" \u0648 \u0628\u0631\u0627\u06CC \u062C\u0645\u0644\u0647 \u062F\u0648\u0645 "),pl=d("code"),Jr=h("[0.9995, 0.0005]"),Ur=h(" \u0627\u0633\u062A. \u0627\u06CC\u0646\u200C\u0647\u0627 \u0645\u0642\u0627\u062F\u06CC\u0631 \u0622\u0634\u0646\u0627\u06CC \u0622\u0645\u0627\u0631\u06CC \u0647\u0633\u062A\u0646\u062F."),Wr=j(),_t=d("p"),Yr=h("\u0628\u0631\u0627\u06CC \u062A\u0628\u062F\u06CC\u0644 \u0627\u06CC\u0646 \u0645\u0642\u0627\u062F\u06CC\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062F\u0633\u062A\u0647 \u062A\u0634\u062E\u06CC\u0635 \u062F\u0627\u062F\u0647 \u0634\u062F\u0647 \u0645\u06CC\u200C\u062A\u0648\u0627\u0646\u06CC\u0645 \u0627\u0632 \u0648\u06CC\u0698\u06AF\u06CC "),hl=d("code"),Qr=h("id2label"),Kr=h(" \u062A\u0646\u0638\u06CC\u0645\u0627\u062A \u0645\u062F\u0644 \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u06A9\u0646\u06CC\u0645(\u062F\u0631 \u0628\u062E\u0634 \u0628\u0639\u062F\u06CC \u0628\u06CC\u0634\u062A\u0631 \u062F\u0631 \u0627\u06CC\u0646 \u0645\u0648\u0631\u062F \u0635\u062D\u0628\u062A \u062E\u0648\u0627\u0647\u06CC\u0645 \u06A9\u0631\u062F):"),Xr=j(),Ge=d("div"),P(gt.$$.fragment),Zr=j(),P(bt.$$.fragment),xr=j(),ml=d("p"),eo=h("\u0627\u06A9\u0646\u0648\u0646 \u0645\u0634\u062E\u0635 \u0627\u0633\u062A \u06A9\u0647 \u067E\u06CC\u0634\u200C\u0628\u06CC\u0646\u06CC\u200C\u0647\u0627\u06CC \u0645\u062F\u0644 \u0627\u0632 \u0627\u06CC\u0646 \u0642\u0631\u0627\u0631 \u0647\u0633\u062A\u0646\u062F:"),to=j(),vt=d("ul"),_l=d("li"),so=h("\u062C\u0645\u0644\u0647 \u0627\u0648\u0644: NEGATIVE: 0.0402, POSITIVE: 0.9598"),lo=j(),gl=d("li"),no=h("\u062C\u0645\u0644\u0647 \u062F\u0648\u0645: NEGATIVE: 0.9995, POSITIVE: 0.0005"),ao=j(),bl=d("p"),ro=h("\u0645\u0627 \u0628\u0627 \u0645\u0648\u0641\u0642\u06CC\u062A \u0633\u0647 \u0645\u0631\u062D\u0644\u0647 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NumPy \u0633\u0627\u062F\u0647)\u060C \u0627\u0632 \u0622\u0631\u06AF\u0648\u0645\u0627\u0646 "),bs=p(Cl,"CODE",{});var ei=f(bs);An=m(ei,"return_tensors"),ei.forEach(i),Mn=m(Cl," \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645:"),Cl.forEach(i),Tn=$(v),ot=p(v,"DIV",{dir:!0});var ti=f(ot);te.l(ti),ti.forEach(i),Pn=$(v),De=p(v,"P",{});var ts=f(De);Sn=m(ts,"\u0647\u0646\u0648\u0632 \u0644\u0627\u0632\u0645 \u0646\u06CC\u0633\u062A \u0646\u06AF\u0631\u0627\u0646 \u0622\u0631\u06AF\u0648\u0645\u0627\u0646\u200C\u0647\u0627\u06CC "),vs=p(ts,"CODE",{});var si=f(vs);On=m(si,"padding"),si.forEach(i),Fn=m(ts," \u0648 "),ks=p(ts,"CODE",{});var li=f(ks);Vn=m(li,"truncation"),li.forEach(i),Ln=m(ts," \u0628\u0627\u0634\u06CC\u062F\u061B \u0632\u06CC\u0631\u0627 \u0628\u0639\u062F\u062A\u0631 \u0628\u0647 \u0622\u0646\u0647\u0627 \u062E\u0648\u0627\u0647\u06CC\u0645 \u067E\u0631\u062F\u0627\u062E\u062A. \u0645\u0633\u0626\u0644\u0647 \u0627\u0635\u0644\u06CC 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\u06A9\u0631\u062F."),ts.forEach(i),qn=$(v),le.l(v),vl=$(v),U=p(v,"P",{});var ke=f(U);Bn=m(ke,"\u062E\u0631\u0648\u062C\u06CC \u062E\u0648\u062F \u06CC\u06A9 \u062F\u06CC\u06A9\u0634\u0646\u0631\u06CC \u0628\u0627 \u062F\u0648 \u06A9\u0644\u06CC\u062F "),ws=p(ke,"CODE",{});var ni=f(ws);zn=m(ni,"input_ids"),ni.forEach(i),Gn=m(ke," \u0648 "),Es=p(ke,"CODE",{});var ai=f(Es);Rn=m(ai,"attention_mask"),ai.forEach(i),Hn=m(ke," \u0627\u0633\u062A. "),js=p(ke,"CODE",{});var ri=f(js);Jn=m(ri,"input_ids"),ri.forEach(i),Un=m(ke," \u062F\u0648 \u0631\u062F\u06CC\u0641 \u0639\u062F\u062F \u0635\u062D\u06CC\u062D(\u06CC\u06A9 \u0631\u062F\u06CC\u0641 \u0628\u0631\u0627\u06CC \u0647\u0631 \u062C\u0645\u0644\u0647) \u06A9\u0647 \u0634\u0646\u0627\u0633\u0647\u200C\u0647\u0627\u06CC \u0645\u0646\u062D\u0635\u0631 \u0628\u0647 \u0641\u0631\u062F \u062A\u0648\u06A9\u0650\u0646\u200C\u0647\u0627\u06CC \u0647\u0631 \u062C\u0645\u0644\u0647 \u0647\u0633\u062A\u0646\u062F. "),$s=p(ke,"CODE",{});var oi=f($s);Wn=m(oi,"attention_mask"),oi.forEach(i),Yn=m(ke," \u0631\u0627 \u0628\u0639\u062F\u062A\u0631 \u062F\u0631 \u0647\u0645\u06CC\u0646 \u0641\u0635\u0644 \u062A\u0648\u0636\u06CC\u062D \u062E\u0648\u0627\u0647\u06CC\u0645 \u062F\u0627\u062F."),ke.forEach(i),Qn=$(v),Vt=p(v,"H2",{id:!0});var ii=f(Vt);Kn=m(ii,"\u06AF\u0630\u0631 \u0627\u0632 \u0645\u062F\u0644"),ii.forEach(i),Xn=$(v),ae.l(v),kl=$(v),ys=p(v,"P",{});var ci=f(ys);Zn=m(ci,"\u062F\u0631 \u0627\u06CC\u0646 \u0642\u0637\u0639\u0647 \u06A9\u062F\u060C \u0647\u0645\u0627\u0646 \u0646\u0642\u0637\u0647 \u062A\u0639\u0644\u06CC\u0645\u06CC \u06A9\u0647 \u062F\u0631 \u062E\u0637 \u062A\u0648\u0644\u06CC\u062F\u0645\u0627\u0646 \u0642\u0628\u0644\u0627 \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u06A9\u0631\u062F\u06CC\u0645 \u0631\u0627 \u062F\u0627\u0646\u0644\u0648\u062F \u06A9\u0631\u062F\u0647(\u06A9\u0647 \u0627\u0644\u0628\u062A\u0647 \u0628\u0627\u06CC\u062F \u0627\u0644\u0627\u0646 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\u0645\u062F\u0644 \u06A9\u0647 \u0628\u0647 \u0622\u0646 "),Ms=p(ss,"EM",{});var mi=f(Ms);pa=m(mi,"\u0633\u0631"),mi.forEach(i),ha=m(ss," \u0645\u062F\u0644 \u0645\u06CC \u06AF\u0648\u06CC\u06CC\u0645 \u0647\u0633\u062A\u0646\u062F. \u062F\u0631 "),Lt=p(ss,"A",{href:!0});var _i=f(Lt);ma=m(_i,"\u0641\u0635\u0644 \u0627\u0648\u0644"),_i.forEach(i),_a=m(ss,"\u060C \u0647\u0645\u0647 \u0645\u0633\u0627\u0626\u0644 \u0645\u062E\u062A\u0644\u0641 \u0631\u0627 \u0645\u06CC\u200C\u062A\u0648\u0627\u0646\u0633\u062A\u06CC\u0645 \u062A\u0648\u0633\u0637 \u06CC\u06A9 \u0645\u0639\u0645\u0627\u0631\u06CC \u062D\u0644 \u06A9\u0646\u06CC\u0645\u060C \u0648 \u0633\u067E\u0633 \u062E\u0631\u0648\u062C\u06CC \u0631\u0627 \u0628\u0647 \u0633\u0631 \u0645\u062A\u0641\u0627\u0648\u062A\u06CC \u062F\u0631 \u0627\u062F\u0627\u0645\u0647 \u0645\u062F\u0644 \u067E\u0627\u0633 \u0628\u062F\u0647\u06CC\u0645."),ss.forEach(i),ga=$(v),qt=p(v,"H3",{id:!0});var gi=f(qt);ba=m(gi,"\u0628\u0631\u062F\u0627\u0631\u200C\u0647\u0627\u06CC \u0686\u0646\u062F \u0628\u0639\u062F\u06CC\u061F"),gi.forEach(i),va=$(v),it=p(v,"P",{});var Il=f(it);ka=m(Il,"\u062E\u0631\u0648\u062C\u06CC \u0645\u0627\u0698\u0648\u0644 "),Ts=p(Il,"CODE",{});var bi=f(Ts);wa=m(bi,"Transformer"),bi.forEach(i),Ea=m(Il," \u062A\u0650\u0646\u0633\u0648\u0631\u06CC \u0627\u0633\u062A \u06A9\u0647 \u0645\u0639\u0645\u0648\u0644\u0627 \u0633\u0647 \u0628\u0639\u062F \u062F\u0627\u0631\u062F:"),Il.forEach(i),ja=$(v),Me=p(v,"UL",{});var ls=f(Me);Ps=p(ls,"LI",{});var vi=f(Ps);Bt=p(vi,"P",{});var io=f(Bt);Ss=p(io,"STRONG",{});var ki=f(Ss);$a=m(ki,"\u0627\u0646\u062F\u0627\u0632\u0647 \u0628\u062A\u062C"),ki.forEach(i),ya=m(io,": \u062A\u0639\u062F\u0627\u062F \u0631\u0634\u062A\u0647\u200C\u0647\u0627\u06CC \u0645\u0648\u0631\u062F \u067E\u0631\u062F\u0627\u0632\u0634 \u062F\u0631 \u06CC\u06A9 \u062F\u0633\u062A\u0647\u060C \u06A9\u0647 \u062F\u0631 \u0645\u062B\u0627\u0644 \u0645\u0627 \u062F\u0648 \u0639\u062F\u062F \u0627\u0633\u062A."),io.forEach(i),vi.forEach(i),Ca=$(ls),Os=p(ls,"LI",{});var wi=f(Os);zt=p(wi,"P",{});var co=f(zt);Fs=p(co,"STRONG",{});var Ei=f(Fs);Ia=m(Ei,"\u0637\u0648\u0644 \u0631\u0634\u062A\u0647"),Ei.forEach(i),Na=m(co,": \u0637\u0648\u0644 \u0628\u0631\u062F\u0627\u0631 \u0639\u062F\u062F\u06CC \u0645\u0639\u0627\u062F\u0644 \u0631\u0634\u062A\u0647\u200C\u0647\u0627\u060C \u06A9\u0647 \u062F\u0631 \u0645\u062B\u0627\u0644 \u0645\u0627 \u06F1\u06F6 \u0627\u0633\u062A."),co.forEach(i),wi.forEach(i),Da=$(ls),ct=p(ls,"LI",{});var Nl=f(ct);Gt=p(Nl,"P",{});var uo=f(Gt);Vs=p(uo,"STRONG",{});var ji=f(Vs);Aa=m(ji,"\u0627\u0646\u062F\u0627\u0632\u0647 \u067E\u0646\u0647\u0627\u0646"),ji.forEach(i),Ma=m(uo,": \u0627\u0628\u0639\u0627\u062F \u0628\u0631\u062F\u0627\u0631 \u0628\u0631\u0627\u06CC \u0647\u0631 \u0648\u0631\u0648\u062F\u06CC \u0645\u062F\u0644."),uo.forEach(i),Ta=$(Nl),Ls=p(Nl,"P",{});var $i=f(Ls);Pa=m($i,"\u0628\u0647 \u062E\u0627\u0637\u0631 \u0647\u0645\u06CC\u0646 \u0645\u0642\u062F\u0627\u0631 \u0622\u062E\u0631 \u0628\u0647 \u0627\u06CC\u0646 \u062A\u0650\u0646\u0633\u0648\u0631 \xAB\u0686\u0646\u062F\u06CC\u0646 \u0628\u0639\u062F\u06CC\xBB \u0645\u06CC \u06AF\u0648\u06CC\u06CC\u0645. \u0627\u0646\u062F\u0627\u0632\u0647 \u067E\u0646\u0647\u0627\u0646 \u0645\u06CC\u200C\u062A\u0648\u0627\u0646\u062F \u0628\u0633\u06CC\u0627\u0631 \u0628\u0632\u0631\u06AF \u0628\u0627\u0634\u062F(\u0645\u0639\u0645\u0648\u0644\u0627 \u06F7\u06F6\u06F8 \u0628\u0631\u0627\u06CC \u0645\u062F\u0644\u200C\u0647\u0627\u06CC \u06A9\u0648\u0686\u06A9\u062A\u0631\u060C \u0648 \u062F\u0631 \u0645\u062F\u0644\u200C\u0647\u0627\u06CC \u0628\u0632\u0631\u06AF\u062A\u0631 \u0627\u06CC\u0646 \u0639\u062F\u062F \u0628\u0647 \u06F3\u06F0\u06F7\u06F2 \u06CC\u0627 \u0628\u06CC\u0634\u062A\u0631 \u0647\u0645 \u0645\u06CC \u0631\u0633\u062F)"),$i.forEach(i),Nl.forEach(i),ls.forEach(i),Sa=$(v),qs=p(v,"P",{});var yi=f(qs);Oa=m(yi,"\u0627\u06CC\u0646 \u0631\u0627 \u0628\u0627 \u067E\u0627\u0633 \u062F\u0627\u062F\u0646 \u0648\u0631\u0648\u062F\u06CC\u200C\u0647\u0627\u06CC \u067E\u06CC\u0634\u200C\u067E\u0631\u062F\u0627\u0632\u0634 \u0634\u062F\u0647 \u0628\u0647 \u0645\u062F\u0644 \u062E\u0648\u062F \u0645\u06CC \u062A\u0648\u0627\u0646\u06CC\u0645 \u0628\u0628\u06CC\u0646\u06CC\u0645:"),yi.forEach(i),Fa=$(v),ut=p(v,"DIV",{dir:!0});var Ci=f(ut);oe.l(Ci),Ci.forEach(i),Va=$(v),ie=p(v,"P",{});var Ye=f(ie);La=m(Ye,"\u062A\u0648\u062C\u0647 \u06A9\u0646\u06CC\u062F \u06A9\u0647 \u062E\u0631\u0648\u062C\u06CC\u200C\u0647\u0627\u06CC \u062A\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06CC \u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633\u060C \u0645\u0627\u0646\u0646\u062F "),Bs=p(Ye,"CODE",{});var Ii=f(Bs);qa=m(Ii,"namedtuple"),Ii.forEach(i),Ba=m(Ye,"\u200C\u0647\u0627 \u06CC\u0627 \u062F\u06CC\u06A9\u0634\u0646\u0631\u06CC\u200C\u0647\u0627 \u0647\u0633\u062A\u0646\u062F. \u0634\u0645\u0627 \u0645\u06CC\u200C\u062A\u0648\u0627\u0646\u06CC\u062F \u0628\u0647 \u0647\u0631 \u0639\u0636\u0648\u060C \u0628\u0627 \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0627\u0632 \u0646\u0627\u0645\u0634(\u0645\u0627\u0646\u0646\u062F \u0622\u0646\u0686\u0647 \u0645\u0627 \u0627\u0646\u062C\u0627\u0645 \u062F\u0627\u062F\u06CC\u0645) \u06CC\u0627 \u0628\u0627 \u06A9\u0644\u06CC\u062F\u0634("),zs=p(Ye,"CODE",{});var Ni=f(zs);za=m(Ni,'outputs["last_hidden_state"]'),Ni.forEach(i),Ga=m(Ye,") \u06CC\u0627 \u062D\u062A\u06CC \u0627\u06AF\u0631 \u062F\u0642\u06CC\u0642\u0627\u064B \u0627\u0632 \u0645\u06A9\u0627\u0646 \u0622\u0646 \u0627\u0637\u0644\u0627\u0639 \u062F\u0627\u0631\u06CC\u062F \u0628\u0627 \u0634\u0645\u0627\u0631\u0647\u200C\u0627\u0634("),Gs=p(Ye,"CODE",{});var Di=f(Gs);Ra=m(Di,"outputs[0]"),Di.forEach(i),Ha=m(Ye,") \u062F\u0633\u062A\u0631\u0633\u06CC \u067E\u06CC\u062F\u0627 \u06A9\u0646\u06CC\u062F."),Ye.forEach(i),Ja=$(v),Rt=p(v,"H3",{id:!0});var Ai=f(Rt);Ua=m(Ai,"\u0633\u0631 \u0645\u062F\u0644: \u062F\u0631\u06A9 \u0627\u0639\u062F\u0627\u062F \u062F\u0631\u0648\u0646 \u0645\u062F\u0644"),Ai.forEach(i),Wa=$(v),Rs=p(v,"P",{});var Mi=f(Rs);Ya=m(Mi,"\u0642\u0633\u0645\u062A \u0633\u0631\u060C \u0628\u0631\u062F\u0627\u0631\u0647\u0627\u06CC \u0686\u0646\u062F\u06CC\u0646 \u0628\u0639\u062F\u06CC \u0648\u0636\u0639\u06CC\u062A \u067E\u0646\u0647\u0627\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062F\u06CC \u0645\u06CC\u200C\u067E\u0630\u06CC\u0631\u062F \u0648 \u0622\u0646\u200C\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0627\u0628\u0639\u0627\u062F\u06CC \u062F\u0631 \u0641\u0636\u0627\u06CC\u06CC \u062F\u06CC\u06AF\u0631 \u0628\u0631\u0627\u06CC \u0628\u062E\u0634 \u0628\u0639\u062F\u06CC \u067E\u0631\u0648\u062C\u06A9\u062A \u0645\u06CC\u200C\u06A9\u0646\u062F. \u0633\u0631\u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627 \u0627\u0632 \u06CC\u06A9 \u06CC\u0627 \u0686\u0646\u062F \u0644\u0627\u06CC\u0647 \u062E\u0637\u06CC \u062A\u0634\u06A9\u06CC\u0644 \u0634\u062F\u0647\u200C\u0627\u0646\u062F."),Mi.forEach(i),Qa=$(v),ze=p(v,"DIV",{class:!0});var Dl=f(ze);ft=p(Dl,"IMG",{class:!0,src:!0,alt:!0}),Ka=$(Dl),dt=p(Dl,"IMG",{class:!0,src:!0,alt:!0}),Dl.forEach(i),Xa=$(v),Hs=p(v,"P",{});var Ti=f(Hs);Za=m(Ti,"\u062E\u0631\u0648\u062C\u06CC \u0645\u062F\u0644 \u062A\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u060C \u0645\u0633\u062A\u0642\u06CC\u0645\u0627\u064B \u0628\u0647 \u0633\u0631 \u0628\u062E\u0634 \u0628\u0639\u062F\u06CC \u067E\u0627\u0633 \u062F\u0627\u062F\u0647 \u0645\u06CC\u200C\u0634\u0648\u062F. \u062F\u0631 \u0627\u06CC\u0646 \u0646\u0645\u0648\u062F\u0627\u0631\u060C \u0645\u062F\u0644 \u062A\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0628\u0647 \u0644\u0627\u06CC\u0647 embeddings \u0648 \u0644\u0627\u06CC\u0647\u200C\u0647\u0627\u06CC \u0628\u0639\u062F\u06CC \u0622\u0646 \u062A\u0642\u0633\u06CC\u0645 \u0634\u062F\u0647 \u0627\u0633\u062A. \u0644\u0627\u06CC\u0647 embeddings \u0647\u0631 \u0634\u0646\u0627\u0633\u0647 \u0648\u0631\u0648\u062F\u06CC \u062F\u0631 \u0648\u0631\u0648\u062F\u06CC \u062A\u0648\u06A9\u0650\u0646\u06CC\u0632\u0647 \u0634\u062F\u0647 \u0631\u0627 \u0628\u0647 \u06CC\u06A9 \u0628\u0631\u062F\u0627\u0631 \u06A9\u0647 \u0646\u0645\u0627\u06CC\u0646\u062F\u0647 \u0622\u0646 \u062A\u0648\u06A9\u0650\u0646 \u0627\u0633\u062A \u062A\u0628\u062F\u06CC\u0644 \u0645\u06CC\u200C\u06A9\u0646\u062F. \u0644\u0627\u06CC\u0647\u200C\u0647\u0627\u06CC \u0628\u0639\u062F\u06CC \u0628\u0627 \u062F\u0633\u062A\u06A9\u0627\u0631\u06CC \u062F\u0631 \u0627\u06CC\u0646 \u0628\u0631\u062F\u0627\u0631\u200C\u0647\u0627 \u062A\u0648\u0633\u0637 \u0641\u0631\u0622\u06CC\u0646\u062F \u0627\u062A\u0650\u0646\u0634\u0650\u0646\u060C \u0634\u06A9\u0644 \u067E\u0627\u06CC\u0627\u0646\u06CC \u0628\u0631\u062F\u0627\u0631 \u0646\u0645\u0627\u06CC\u0646\u062F\u0647 \u062C\u0645\u0644\u0627\u062A \u0631\u0627 \u062A\u0648\u0644\u06CC\u062F \u0645\u06CC\u200C\u06A9\u0646\u0646\u062F."),Ti.forEach(i),xa=$(v),Js=p(v,"P",{});var Pi=f(Js);er=m(Pi,"\u062A\u0639\u062F\u0627\u062F \u0632\u06CC\u0627\u062F\u06CC \u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06CC\u200C\u200C\u0647\u0627\u06CC \u0645\u062E\u062A\u0644\u0641 \u062F\u0631 \u062A\u0631\u0646\u0641\u0648\u0631\u0645\u0631\u200C\u0647\u0627\u06CC \u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633 \u0648\u062C\u0648\u062F \u062F\u0627\u0631\u062F \u06A9\u0647 \u0647\u0631\u06A9\u062F\u0627\u0645 \u0628\u0631\u0627\u06CC \u062D\u0644 \u06CC\u06A9 \u0645\u0633\u0626\u0644\u0647 \u062E\u0627\u0635 \u0637\u0631\u0627\u062D\u06CC \u0634\u062F\u0647\u200C\u0627\u0646\u062F. \u062F\u0631 \u0627\u06CC\u0646\u200C\u062C\u0627 \u0641\u0647\u0631\u0633\u062A \u06A9\u0648\u062A\u0627\u0647\u06CC \u0627\u0632\u200C \u0622\u0646\u0647\u0627 \u0631\u0627 \u0622\u0648\u0631\u062F\u0647\u200C\u0627\u06CC\u0645:"),Pi.forEach(i),tr=$(v),H=p(v,"UL",{});var J=f(H);Ht=p(J,"LI",{});var fo=f(Ht);Us=p(fo,"CODE",{});var Si=f(Us);sr=m(Si,"*Model"),Si.forEach(i),lr=m(fo," (\u0628\u0631\u0627\u06CC \u062F\u0633\u062A\u0631\u0633\u06CC \u0628\u0647 \u0648\u0636\u0639\u06CC\u062A\u200C\u0647\u0627\u06CC \u067E\u0646\u0647\u0627\u0646)"),fo.forEach(i),nr=$(J),Ws=p(J,"LI",{});var Oi=f(Ws);Ys=p(Oi,"CODE",{});var Fi=f(Ys);ar=m(Fi,"*ForCausalLM"),Fi.forEach(i),Oi.forEach(i),rr=$(J),Qs=p(J,"LI",{});var Vi=f(Qs);Ks=p(Vi,"CODE",{});var Li=f(Ks);or=m(Li,"*ForMaskedLM"),Li.forEach(i),Vi.forEach(i),ir=$(J),Xs=p(J,"LI",{});var qi=f(Xs);Zs=p(qi,"CODE",{});var Bi=f(Zs);cr=m(Bi,"*ForMultipleChoice"),Bi.forEach(i),qi.forEach(i),ur=$(J),xs=p(J,"LI",{});var zi=f(xs);el=p(zi,"CODE",{});var Gi=f(el);fr=m(Gi,"*ForQuestionAnswering"),Gi.forEach(i),zi.forEach(i),dr=$(J),tl=p(J,"LI",{});var Ri=f(tl);sl=p(Ri,"CODE",{});var 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