import{S as Xc,i as Kc,s as Zc,e as o,k as d,w as P,t as a,O as ei,c,d as l,m as f,x as A,a as i,h as r,b as E,P as En,F as e,g as F,y as M,o as $,p as de,q as v,B as O,v as si,n as fe}from"../../chunks/vendor-378cdcd7.js";import{T as Yc}from"../../chunks/Tip-f1830e12.js";import{Y as Jc}from"../../chunks/Youtube-8def75c0.js";import{C as q}from"../../chunks/CodeBlock-be794267.js";import{F as ti,D as Wc}from"../../chunks/FrameworkSwitchCourse-f6c48952.js";function ni(j){let s,p;return s=new Wc({props:{classNames:"absolute z-10 right-0 top-0",options:[{label:"Google Colab",value:"https://colab.research.google.com/github/huggingface/notebooks/blob/master/course/chapter2/section2_tf.ipynb"},{label:"Aws Studio",value:"https://studiolab.sagemaker.aws/import/github/huggingface/notebooks/blob/master/course/chapter2/section2_tf.ipynb"}]}}),{c(){P(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function li(j){let s,p;return s=new Wc({props:{classNames:"absolute z-10 right-0 top-0",options:[{label:"Google Colab",value:"https://colab.research.google.com/github/huggingface/notebooks/blob/master/course/chapter2/section2_pt.ipynb"},{label:"Aws Studio",value:"https://studiolab.sagemaker.aws/import/github/huggingface/notebooks/blob/master/course/chapter2/section2_pt.ipynb"}]}}),{c(){P(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function ai(j){let s;return{c(){s=a("\u0627\u06CC\u0646 \u0627\u0648\u0644\u06CC\u0646 \u0628\u062E\u0634\u06CC \u0627\u0633\u062A \u06A9\u0647 \u0645\u062D\u062A\u0648\u0627\u06CC \u0622\u0646 \u0628\u0633\u062A\u0647 \u0628\u0647 \u0627\u06CC\u0646\u06A9\u0647 \u0627\u0632 \u067E\u0627\u06CC\u062A\u0648\u0631\u0686 \u06CC\u0627 \u062A\u0650\u0646\u0633\u0648\u0631\u0641\u0650\u0644\u0648 \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC \u06A9\u0646\u06CC\u062F \u06A9\u0645\u06CC \u0645\u062A\u0641\u0627\u0648\u062A \u0627\u0633\u062A. \u0627\u0632 \u0633\u0648\u06CC\u0686 \u0628\u0627\u0644\u0627\u06CC \u0635\u0641\u062D\u0647 \u0628\u0631\u0627\u06CC \u0627\u0646\u062A\u062E\u0627\u0628 \u067E\u0644\u062A\u0641\u0631\u0645\u06CC \u06A9\u0647 \u062A\u0631\u062C\u06CC\u062D \u0645\u06CC \u062F\u0647\u06CC\u062F \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u06A9\u0646\u06CC\u062F!")},l(p){s=r(p,"\u0627\u06CC\u0646 \u0627\u0648\u0644\u06CC\u0646 \u0628\u062E\u0634\u06CC \u0627\u0633\u062A \u06A9\u0647 \u0645\u062D\u062A\u0648\u0627\u06CC \u0622\u0646 \u0628\u0633\u062A\u0647 \u0628\u0647 \u0627\u06CC\u0646\u06A9\u0647 \u0627\u0632 \u067E\u0627\u06CC\u062A\u0648\u0631\u0686 \u06CC\u0627 \u062A\u0650\u0646\u0633\u0648\u0631\u0641\u0650\u0644\u0648 \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC \u06A9\u0646\u06CC\u062F \u06A9\u0645\u06CC \u0645\u062A\u0641\u0627\u0648\u062A \u0627\u0633\u062A. \u0627\u0632 \u0633\u0648\u06CC\u0686 \u0628\u0627\u0644\u0627\u06CC \u0635\u0641\u062D\u0647 \u0628\u0631\u0627\u06CC \u0627\u0646\u062A\u062E\u0627\u0628 \u067E\u0644\u062A\u0641\u0631\u0645\u06CC \u06A9\u0647 \u062A\u0631\u062C\u06CC\u062D \u0645\u06CC \u062F\u0647\u06CC\u062F \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u06A9\u0646\u06CC\u062F!")},m(p,t){F(p,s,t)},d(p){p&&l(s)}}}function ri(j){let s,p;return s=new Jc({props:{id:"wVN12smEvqg"}}),{c(){P(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function oi(j){let s,p;return s=new Jc({props:{id:"1pedAIvTWXk"}}),{c(){P(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function ci(j){let s,p;return s=new q({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="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(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function ii(j){let s,p;return s=new q({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(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function pi(j){let s,p,t,m,n,g;return n=new q({props:{code:`{
    'input_ids': <tf.Tensor: shape=(2, 16), dtype=int32, numpy=
        array([
            [  101,  1045,  1005,  2310,  2042,  3403,  2005,  1037, 17662, 12172,  2607,  2026,  2878,  2166,  1012,   102],
            [  101,  1045,  5223,  2023,  2061,  2172,   999,   102,     0,     0,     0,     0,     0,     0,     0,     0]
        ], dtype=int32)>,
    'attention_mask': <tf.Tensor: shape=(2, 16), dtype=int32, numpy=
        array([
            [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1],
            [1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0]
        ], dtype=int32)>
}`,highlighted:`{
    <span class="hljs-string">&#x27;input_ids&#x27;</span>: &lt;tf.Tensor: shape=(<span class="hljs-number">2</span>, <span class="hljs-number">16</span>), dtype=int32, numpy=
        array([
            [  <span class="hljs-number">101</span>,  <span class="hljs-number">1045</span>,  <span class="hljs-number">1005</span>,  <span class="hljs-number">2310</span>,  <span class="hljs-number">2042</span>,  <span class="hljs-number">3403</span>,  <span class="hljs-number">2005</span>,  <span class="hljs-number">1037</span>, <span class="hljs-number">17662</span>, <span class="hljs-number">12172</span>,  <span class="hljs-number">2607</span>,  <span class="hljs-number">2026</span>,  <span class="hljs-number">2878</span>,  <span class="hljs-number">2166</span>,  <span class="hljs-number">1012</span>,   <span class="hljs-number">102</span>],
            [  <span class="hljs-number">101</span>,  <span class="hljs-number">1045</span>,  <span class="hljs-number">5223</span>,  <span class="hljs-number">2023</span>,  <span class="hljs-number">2061</span>,  <span class="hljs-number">2172</span>,   <span class="hljs-number">999</span>,   <span class="hljs-number">102</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>]
        ], dtype=int32)&gt;,
    <span class="hljs-string">&#x27;attention_mask&#x27;</span>: &lt;tf.Tensor: shape=(<span class="hljs-number">2</span>, <span class="hljs-number">16</span>), dtype=int32, numpy=
        array([
            [<span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>],
            [<span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>]
        ], dtype=int32)&gt;
}`}}),{c(){s=o("p"),p=a("\u062E\u0631\u0648\u062C\u06CC \u062A\u0650\u0646\u0633\u0648\u0631\u0647\u0627\u06CC \u062A\u0650\u0646\u0633\u0648\u0631\u0641\u0650\u0644\u0648 \u0628\u0647 \u0627\u06CC\u0646 \u0634\u06A9\u0644 \u0627\u0633\u062A:"),t=d(),m=o("div"),P(n.$$.fragment),this.h()},l(b){s=c(b,"P",{});var C=i(s);p=r(C,"\u062E\u0631\u0648\u062C\u06CC \u062A\u0650\u0646\u0633\u0648\u0631\u0647\u0627\u06CC \u062A\u0650\u0646\u0633\u0648\u0631\u0641\u0650\u0644\u0648 \u0628\u0647 \u0627\u06CC\u0646 \u0634\u06A9\u0644 \u0627\u0633\u062A:"),C.forEach(l),t=f(b),m=c(b,"DIV",{dir:!0});var y=i(m);A(n.$$.fragment,y),y.forEach(l),this.h()},h(){E(m,"dir","ltr")},m(b,C){F(b,s,C),e(s,p),F(b,t,C),F(b,m,C),M(n,m,null),g=!0},i(b){g||(v(n.$$.fragment,b),g=!0)},o(b){$(n.$$.fragment,b),g=!1},d(b){b&&l(s),b&&l(t),b&&l(m),O(n)}}}function ui(j){let s,p,t,m,n,g;return n=new q({props:{code:`{
    'input_ids': tensor([
        [  101,  1045,  1005,  2310,  2042,  3403,  2005,  1037, 17662, 12172, 2607,  2026,  2878,  2166,  1012,   102],
        [  101,  1045,  5223,  2023,  2061,  2172,   999,   102,     0,     0,     0,     0,     0,     0,     0,     0]
    ]),
    'attention_mask': tensor([
        [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1],
        [1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0]
    ])
}`,highlighted:`{
    <span class="hljs-string">&#x27;input_ids&#x27;</span>: tensor([
        [  <span class="hljs-number">101</span>,  <span class="hljs-number">1045</span>,  <span class="hljs-number">1005</span>,  <span class="hljs-number">2310</span>,  <span class="hljs-number">2042</span>,  <span class="hljs-number">3403</span>,  <span class="hljs-number">2005</span>,  <span class="hljs-number">1037</span>, <span class="hljs-number">17662</span>, <span class="hljs-number">12172</span>, <span class="hljs-number">2607</span>,  <span class="hljs-number">2026</span>,  <span class="hljs-number">2878</span>,  <span class="hljs-number">2166</span>,  <span class="hljs-number">1012</span>,   <span class="hljs-number">102</span>],
        [  <span class="hljs-number">101</span>,  <span class="hljs-number">1045</span>,  <span class="hljs-number">5223</span>,  <span class="hljs-number">2023</span>,  <span class="hljs-number">2061</span>,  <span class="hljs-number">2172</span>,   <span class="hljs-number">999</span>,   <span class="hljs-number">102</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>,     <span class="hljs-number">0</span>]
    ]),
    <span class="hljs-string">&#x27;attention_mask&#x27;</span>: tensor([
        [<span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>],
        [<span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">1</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>, <span class="hljs-number">0</span>]
    ])
}`}}),{c(){s=o("p"),p=a("\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=d(),m=o("div"),P(n.$$.fragment),this.h()},l(b){s=c(b,"P",{});var C=i(s);p=r(C,"\u062E\u0631\u0648\u062C\u06CC \u062A\u0650\u0646\u0633\u0648\u0631\u0647\u0627\u06CC \u067E\u0627\u06CC\u062A\u0648\u0631\u0686 \u0628\u0647 \u0627\u06CC\u0646 \u0634\u06A9\u0644 \u0627\u0633\u062A:"),C.forEach(l),t=f(b),m=c(b,"DIV",{dir:!0});var y=i(m);A(n.$$.fragment,y),y.forEach(l),this.h()},h(){E(m,"dir","ltr")},m(b,C){F(b,s,C),e(s,p),F(b,t,C),F(b,m,C),M(n,m,null),g=!0},i(b){g||(v(n.$$.fragment,b),g=!0)},o(b){$(n.$$.fragment,b),g=!1},d(b){b&&l(s),b&&l(t),b&&l(m),O(n)}}}function di(j){let s,p,t,m,n,g,b,C,y,k,I,D,w;return D=new q({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(){s=o("p"),p=a("\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=o("code"),m=a("TFAutoModel"),n=a(" \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 "),g=o("span"),b=o("code"),C=a("from_pretrained()"),y=a(" \u0647\u0645 \u062F\u0627\u0631\u062F:"),k=d(),I=o("div"),P(D.$$.fragment),this.h()},l(_){s=c(_,"P",{});var T=i(s);p=r(T,"\u0645\u06CC \u062A\u0648\u0627\u0646\u06CC\u0645 \u0645\u062F\u0644 \u0627\u0632 \u067E\u06CC\u0634 \u062A\u0639\u0644\u06CC\u0645 \u062F\u06CC\u062F\u0647 \u0631\u0627\u060C \u0647\u0645\u0627\u0646\u0646\u062F \u0622\u0646 \u0686\u0647 \u062F\u0631 \u0645\u0648\u0631\u062F \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631 \u0627\u0646\u062C\u0627\u0645 \u0634\u062F\u060C \u062F\u0627\u0646\u0644\u0648\u062F \u06A9\u0646\u06CC\u0645. \u062A\u0631\u0646\u0633\u0648\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06CC \u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633 \u06A9\u0644\u0627\u0633 "),t=c(T,"CODE",{});var N=i(t);m=r(N,"TFAutoModel"),N.forEach(l),n=r(T," \u0631\u0627 \u0627\u0631\u0627\u200C\u0626\u0647 \u0645\u06CC\u200C\u062F\u0647\u062F \u06A9\u0647 \u062A\u0627\u0628\u0639\u06CC \u0628\u0647 \u0646\u0627\u0645 "),g=c(T,"SPAN",{dir:!0});var S=i(g);b=c(S,"CODE",{});var ge=i(b);C=r(ge,"from_pretrained()"),ge.forEach(l),S.forEach(l),y=r(T," \u0647\u0645 \u062F\u0627\u0631\u062F:"),T.forEach(l),k=f(_),I=c(_,"DIV",{dir:!0});var B=i(I);A(D.$$.fragment,B),B.forEach(l),this.h()},h(){E(g,"dir","ltr"),E(I,"dir","ltr")},m(_,T){F(_,s,T),e(s,p),e(s,t),e(t,m),e(s,n),e(s,g),e(g,b),e(b,C),e(s,y),F(_,k,T),F(_,I,T),M(D,I,null),w=!0},i(_){w||(v(D.$$.fragment,_),w=!0)},o(_){$(D.$$.fragment,_),w=!1},d(_){_&&l(s),_&&l(k),_&&l(I),O(D)}}}function fi(j){let s,p,t,m,n,g,b,C,y,k,I,D,w;return D=new q({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(){s=o("p"),p=a("\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=o("code"),m=a("AutoModel"),n=a(" \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 "),g=o("span"),b=o("code"),C=a("from_pretrained()"),y=a(" \u0647\u0645 \u062F\u0627\u0631\u062F:"),k=d(),I=o("div"),P(D.$$.fragment),this.h()},l(_){s=c(_,"P",{});var T=i(s);p=r(T,"\u0645\u06CC \u062A\u0648\u0627\u0646\u06CC\u0645 \u0645\u062F\u0644 \u0627\u0632 \u067E\u06CC\u0634 \u062A\u0639\u0644\u06CC\u0645 \u062F\u06CC\u062F\u0647 \u0631\u0627\u060C \u0647\u0645\u0627\u0646\u0646\u062F \u0622\u0646 \u0686\u0647 \u062F\u0631 \u0645\u0648\u0631\u062F \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631 \u0627\u0646\u062C\u0627\u0645 \u0634\u062F\u060C \u062F\u0627\u0646\u0644\u0648\u062F \u06A9\u0646\u06CC\u0645. \u062A\u0631\u0646\u0633\u0648\u0641\u0648\u0631\u0645\u0631\u0647\u0627\u06CC \u0647\u0627\u06AF\u06CC\u0646\u06AF\u200C\u0641\u0650\u06CC\u0633 \u06A9\u0644\u0627\u0633 "),t=c(T,"CODE",{});var N=i(t);m=r(N,"AutoModel"),N.forEach(l),n=r(T," \u0631\u0627 \u0627\u0631\u0627\u200C\u0626\u0647 \u0645\u06CC\u200C\u062F\u0647\u062F \u06A9\u0647 \u062A\u0627\u0628\u0639\u06CC \u0628\u0647 \u0646\u0627\u0645 "),g=c(T,"SPAN",{dir:!0});var S=i(g);b=c(S,"CODE",{});var ge=i(b);C=r(ge,"from_pretrained()"),ge.forEach(l),S.forEach(l),y=r(T," \u0647\u0645 \u062F\u0627\u0631\u062F:"),T.forEach(l),k=f(_),I=c(_,"DIV",{dir:!0});var B=i(I);A(D.$$.fragment,B),B.forEach(l),this.h()},h(){E(g,"dir","ltr"),E(I,"dir","ltr")},m(_,T){F(_,s,T),e(s,p),e(s,t),e(t,m),e(s,n),e(s,g),e(g,b),e(b,C),e(s,y),F(_,k,T),F(_,I,T),M(D,I,null),w=!0},i(_){w||(v(D.$$.fragment,_),w=!0)},o(_){$(D.$$.fragment,_),w=!1},d(_){_&&l(s),_&&l(k),_&&l(I),O(D)}}}function hi(j){let s,p,t,m;return s=new q({props:{code:`outputs = model(inputs)
print(outputs.last_hidden_state.shape)`,highlighted:`outputs = model(inputs)
<span class="hljs-built_in">print</span>(outputs.last_hidden_state.shape)`}}),t=new q({props:{code:"(2, 16, 768)",highlighted:'(<span class="hljs-number">2</span>, <span class="hljs-number">16</span>, <span class="hljs-number">768</span>)'}}),{c(){P(s.$$.fragment),p=d(),P(t.$$.fragment)},l(n){A(s.$$.fragment,n),p=f(n),A(t.$$.fragment,n)},m(n,g){M(s,n,g),F(n,p,g),M(t,n,g),m=!0},i(n){m||(v(s.$$.fragment,n),v(t.$$.fragment,n),m=!0)},o(n){$(s.$$.fragment,n),$(t.$$.fragment,n),m=!1},d(n){O(s,n),n&&l(p),O(t,n)}}}function mi(j){let s,p,t,m;return s=new q({props:{code:`outputs = model(**inputs)
print(outputs.last_hidden_state.shape)`,highlighted:`outputs = model(**inputs)
<span class="hljs-built_in">print</span>(outputs.last_hidden_state.shape)`}}),t=new q({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(s.$$.fragment),p=d(),P(t.$$.fragment)},l(n){A(s.$$.fragment,n),p=f(n),A(t.$$.fragment,n)},m(n,g){M(s,n,g),F(n,p,g),M(t,n,g),m=!0},i(n){m||(v(s.$$.fragment,n),v(t.$$.fragment,n),m=!0)},o(n){$(s.$$.fragment,n),$(t.$$.fragment,n),m=!1},d(n){O(s,n),n&&l(p),O(t,n)}}}function _i(j){let s,p,t,m,n,g,b,C,y,k,I,D;return I=new q({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(){s=o("p"),p=a("\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=o("code"),m=a("TFAutoModel"),n=a(" \u0627\u0632 \u06A9\u0644\u0627\u0633 "),g=o("code"),b=a("TFAutoModelForSequenceClassification"),C=a(" \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645:"),y=d(),k=o("div"),P(I.$$.fragment),this.h()},l(w){s=c(w,"P",{});var _=i(s);p=r(_,"\u0628\u0631\u0627\u06CC \u0627\u06CC\u0646 \u0645\u062B\u0627\u0644\u060C \u0646\u06CC\u0627\u0632\u0645\u0646\u062F \u0645\u062F\u0644\u06CC \u0628\u0627 \u0633\u0631 \u0645\u062E\u0635\u0648\u0635 \u062F\u0633\u062A\u0647\u200C\u0628\u0646\u062F\u06CC \u0631\u0634\u062A\u0647\u200C\u0647\u0627(\u0628\u0631\u0627\u06CC \u062A\u0634\u062E\u06CC\u0635 \u0645\u0646\u0641\u06CC \u06CC\u0627 \u0645\u062B\u0628\u062A \u0628\u0648\u062F\u0646 \u062C\u0645\u0644\u0627\u062A) \u0647\u0633\u062A\u06CC\u0645. \u067E\u0633 \u0628\u0647 \u062C\u0627\u06CC \u06A9\u0644\u0627\u0633 "),t=c(_,"CODE",{});var T=i(t);m=r(T,"TFAutoModel"),T.forEach(l),n=r(_," \u0627\u0632 \u06A9\u0644\u0627\u0633 "),g=c(_,"CODE",{});var N=i(g);b=r(N,"TFAutoModelForSequenceClassification"),N.forEach(l),C=r(_," \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645:"),_.forEach(l),y=f(w),k=c(w,"DIV",{dir:!0});var S=i(k);A(I.$$.fragment,S),S.forEach(l),this.h()},h(){E(k,"dir","ltr")},m(w,_){F(w,s,_),e(s,p),e(s,t),e(t,m),e(s,n),e(s,g),e(g,b),e(s,C),F(w,y,_),F(w,k,_),M(I,k,null),D=!0},i(w){D||(v(I.$$.fragment,w),D=!0)},o(w){$(I.$$.fragment,w),D=!1},d(w){w&&l(s),w&&l(y),w&&l(k),O(I)}}}function bi(j){let s,p,t,m,n,g,b,C,y,k,I,D;return I=new q({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(){s=o("p"),p=a("\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=o("code"),m=a("AutoModel"),n=a(" \u0627\u0632 \u06A9\u0644\u0627\u0633 "),g=o("code"),b=a("AutoModelForSequenceClassification"),C=a(" \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645:"),y=d(),k=o("div"),P(I.$$.fragment),this.h()},l(w){s=c(w,"P",{});var _=i(s);p=r(_,"\u0628\u0631\u0627\u06CC \u0627\u06CC\u0646 \u0645\u062B\u0627\u0644\u060C \u0646\u06CC\u0627\u0632\u0645\u0646\u062F \u0645\u062F\u0644\u06CC \u0628\u0627 \u0633\u0631 \u0645\u062E\u0635\u0648\u0635 \u062F\u0633\u062A\u0647\u200C\u0628\u0646\u062F\u06CC \u0631\u0634\u062A\u0647\u200C\u0647\u0627(\u0628\u0631\u0627\u06CC \u062A\u0634\u062E\u06CC\u0635 \u0645\u0646\u0641\u06CC \u06CC\u0627 \u0645\u062B\u0628\u062A \u0628\u0648\u062F\u0646 \u062C\u0645\u0644\u0627\u062A) \u0647\u0633\u062A\u06CC\u0645. \u067E\u0633 \u0628\u0647 \u062C\u0627\u06CC \u06A9\u0644\u0627\u0633 "),t=c(_,"CODE",{});var T=i(t);m=r(T,"AutoModel"),T.forEach(l),n=r(_," \u0627\u0632 \u06A9\u0644\u0627\u0633 "),g=c(_,"CODE",{});var N=i(g);b=r(N,"AutoModelForSequenceClassification"),N.forEach(l),C=r(_," \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645:"),_.forEach(l),y=f(w),k=c(w,"DIV",{dir:!0});var S=i(k);A(I.$$.fragment,S),S.forEach(l),this.h()},h(){E(k,"dir","ltr")},m(w,_){F(w,s,_),e(s,p),e(s,t),e(t,m),e(s,n),e(s,g),e(g,b),e(s,C),F(w,y,_),F(w,k,_),M(I,k,null),D=!0},i(w){D||(v(I.$$.fragment,w),D=!0)},o(w){$(I.$$.fragment,w),D=!1},d(w){w&&l(s),w&&l(y),w&&l(k),O(I)}}}function gi(j){let s,p;return s=new q({props:{code:"(2, 2)",highlighted:'(<span class="hljs-number">2</span>, <span class="hljs-number">2</span>)'}}),{c(){P(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function $i(j){let s,p;return s=new q({props:{code:"torch.Size([2, 2])",highlighted:'torch.Size([<span class="hljs-number">2</span>, <span class="hljs-number">2</span>])'}}),{c(){P(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function vi(j){let s,p;return s=new q({props:{code:`<tf.Tensor: shape=(2, 2), dtype=float32, numpy=
    array([[-1.5606991,  1.6122842],
           [ 4.169231 , -3.3464472]], dtype=float32)>`,highlighted:`&lt;tf.Tensor: shape=(<span class="hljs-number">2</span>, <span class="hljs-number">2</span>), dtype=float32, numpy=
    array([[-<span class="hljs-number">1.5606991</span>,  <span class="hljs-number">1.6122842</span>],
           [ <span class="hljs-number">4.169231</span> , -<span class="hljs-number">3.3464472</span>]], dtype=float32)&gt;`}}),{c(){P(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function ji(j){let s,p;return s=new q({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(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function Ei(j){let s,p;return s=new q({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(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function ki(j){let s,p;return s=new q({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(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function wi(j){let s,p;return s=new q({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(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function yi(j){let s,p;return s=new q({props:{code:`tensor([[4.0195e-02, 9.5980e-01],
        [9.9946e-01, 5.4418e-04]], grad_fn=<SoftmaxBackward>)`,highlighted:`tensor([[<span class="hljs-number">4.0195e-02</span>, <span class="hljs-number">9.5980e-01</span>],
        [<span class="hljs-number">9.9946e-01</span>, <span class="hljs-number">5.4418e-04</span>]], grad_fn=&lt;SoftmaxBackward&gt;)`}}),{c(){P(s.$$.fragment)},l(t){A(s.$$.fragment,t)},m(t,m){M(s,t,m),p=!0},i(t){p||(v(s.$$.fragment,t),p=!0)},o(t){$(s.$$.fragment,t),p=!1},d(t){O(s,t)}}}function Ii(j){let s,p,t,m,n,g,b,C;return{c(){s=o("p"),p=a("\u270F\uFE0F "),t=o("strong"),m=a("\u062E\u0648\u062F\u062A\u0627\u0646 \u0627\u0645\u062A\u062D\u0627\u0646 \u06A9\u0646\u06CC\u062F!"),n=a(" \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 "),g=o("code"),b=a("sentiment-analysis"),C=a(" \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(y){s=c(y,"P",{});var k=i(s);p=r(k,"\u270F\uFE0F "),t=c(k,"STRONG",{});var I=i(t);m=r(I,"\u062E\u0648\u062F\u062A\u0627\u0646 \u0627\u0645\u062A\u062D\u0627\u0646 \u06A9\u0646\u06CC\u062F!"),I.forEach(l),n=r(k," \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 "),g=c(k,"CODE",{});var D=i(g);b=r(D,"sentiment-analysis"),D.forEach(l),C=r(k," \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!"),k.forEach(l)},m(y,k){F(y,s,k),e(s,p),e(s,t),e(t,m),e(s,n),e(s,g),e(g,b),e(s,C)},d(y){y&&l(s)}}}function Ti(j){let s,p,t,m,n,g,b,C,y,k,I,D,w,_,T,N,S,ge,B,kn,wn,yn,gs,xe,In,Rs,Tn,Cn,$s,Se,Dn,Us,Pn,An,Te,Ve,eo,Mn,Ne,so,On,Qs,qn,Fn,vs,xn,Sn,Le,Vn,Ys,Nn,Ln,zn,$e,ze,Gn,Js,Hn,Bn,Rn,Ws,Un,Qn,Xs,Yn,Jn,R,Wn,Ge,Xn,Kn,js,Ks,Zn,el,Zs,sl,tl,nl,U,ll,et,al,rl,st,ol,cl,He,il,pl,ul,Es,Be,dl,Re,fl,tt,hl,ml,_l,Ue,bl,nt,gl,$l,vl,Qe,Q,Y,jl,ve,El,lt,kl,wl,at,yl,Il,Tl,J,W,ln,z,Cl,rt,Dl,Pl,ot,Al,Ml,ct,Ol,ql,it,Fl,xl,Sl,ks,Vl,Nl,X,K,an,pt,Ll,zl,G,Gl,ut,Hl,Bl,dt,Rl,Ul,ft,Ql,Yl,ht,Jl,Wl,Xl,mt,Kl,Zl,je,ea,_t,sa,ta,ws,na,la,aa,ys,ra,oa,Ye,ca,bt,ia,pa,ua,Ee,gt,Is,$t,da,fa,ha,vt,Ts,jt,ma,_a,ba,Je,Cs,Et,ga,$a,va,kt,ja,Ea,wt,ka,wa,We,Z,ee,ya,se,Ia,yt,Ta,Ca,It,Da,Pa,Tt,Aa,Ma,Oa,Ds,qa,Fa,Ct,xa,Sa,Ce,Xe,to,Va,Ke,no,Na,Dt,La,za,Pt,Ga,Ha,V,Ps,At,Ba,Ra,Ua,Mt,Ot,Qa,Ya,qt,Ft,Ja,Wa,xt,St,Xa,Ka,Vt,Nt,Za,er,Lt,zt,sr,tr,Gt,Ht,nr,lr,Bt,ar,rr,te,ne,rn,Rt,or,cr,ke,Ze,ir,le,ae,pr,Ut,ur,dr,As,fr,hr,Qt,mr,_r,we,es,br,re,oe,gr,H,$r,Yt,vr,jr,Jt,Er,kr,Wt,wr,yr,ss,Ir,Tr,Cr,he,ce,ie,on,pe,ue,Dr,ye,Pr,Xt,Ar,Mr,Kt,Or,qr,Fr,ts,xr,Zt,Sr,Vr,Nr,De,ns,Lr,ls,zr,en,Gr,Hr,as,sn,Br,Rr,tn,Ur,Qr,nn,Yr,Jr,Pe,cn;t=new ti({props:{fw:j[0]}});const lo=[li,ni],rs=[];function ao(h,x){return h[0]==="pt"?0:1}y=ao(j),k=rs[y]=lo[y](j),D=new Yc({props:{$$slots:{default:[ai]},$$scope:{ctx:j}}});const ro=[oi,ri],os=[];function oo(h,x){return h[0]==="pt"?0:1}_=oo(j),T=os[_]=ro[_](j),xe=new q({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>,
    ]
)`}}),Se=new q({props:{code:`[{'label': 'POSITIVE', 'score': 0.9598047137260437},
 {'label': 'NEGATIVE', 'score': 0.9994558095932007}]`,highlighted:`[{<span class="hljs-string">&#x27;label&#x27;</span>: <span class="hljs-string">&#x27;POSITIVE&#x27;</span>, <span class="hljs-string">&#x27;score&#x27;</span>: <span class="hljs-number">0.9598047137260437</span>},
 {<span class="hljs-string">&#x27;label&#x27;</span>: <span class="hljs-string">&#x27;NEGATIVE&#x27;</span>, <span class="hljs-string">&#x27;score&#x27;</span>: <span class="hljs-number">0.9994558095932007</span>}]`}}),Be=new q({props:{code:`from transformers import AutoTokenizer

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 co=[ii,ci],cs=[];function io(h,x){return h[0]==="pt"?0:1}Q=io(j),Y=cs[Q]=co[Q](j);const po=[ui,pi],is=[];function uo(h,x){return h[0]==="pt"?0:1}J=uo(j),W=is[J]=po[J](j);const fo=[fi,di],ps=[];function ho(h,x){return h[0]==="pt"?0:1}X=ho(j),K=ps[X]=fo[X](j);const mo=[mi,hi],us=[];function _o(h,x){return h[0]==="pt"?0:1}Z=_o(j),ee=us[Z]=mo[Z](j);const bo=[bi,_i],ds=[];function go(h,x){return h[0]==="pt"?0:1}te=go(j),ne=ds[te]=bo[te](j),Ze=new q({props:{code:"print(outputs.logits.shape)",highlighted:'<span class="hljs-built_in">print</span>(outputs.logits.shape)'}});const $o=[$i,gi],fs=[];function vo(h,x){return h[0]==="pt"?0:1}le=vo(j),ae=fs[le]=$o[le](j),es=new q({props:{code:"print(outputs.logits)",highlighted:'<span class="hljs-built_in">print</span>(outputs.logits)'}});const jo=[ji,vi],hs=[];function Eo(h,x){return h[0]==="pt"?0:1}re=Eo(j),oe=hs[re]=jo[re](j);const ko=[ki,Ei],ms=[];function wo(h,x){return h[0]==="pt"?0:1}ce=wo(j),ie=ms[ce]=ko[ce](j);const yo=[yi,wi],_s=[];function Io(h,x){return h[0]==="pt"?0:1}return pe=Io(j),ue=_s[pe]=yo[pe](j),ns=new q({props:{code:"model.config.id2label",highlighted:"model.config.id2label"}}),ls=new q({props:{code:"{0: 'NEGATIVE', 1: 'POSITIVE'}",highlighted:'{<span class="hljs-number">0</span>: <span class="hljs-string">&#x27;NEGATIVE&#x27;</span>, <span class="hljs-number">1</span>: <span class="hljs-string">&#x27;POSITIVE&#x27;</span>}'}}),Pe=new Yc({props:{$$slots:{default:[Ii]},$$scope:{ctx:j}}}),{c(){s=o("meta"),p=d(),P(t.$$.fragment),m=d(),n=o("div"),g=o("h1"),b=a("\u067E\u0634\u062A \u0635\u062D\u0646\u0647 \u062E\u0637\u200C\u062A\u0648\u0644\u06CC\u062F"),C=d(),k.c(),I=d(),P(D.$$.fragment),w=d(),T.c(),N=d(),S=o("p"),ge=a("\u0628\u06AF\u0630\u0627\u0631\u06CC\u062F \u0628\u0627 \u06CC\u06A9 \u0645\u062B\u0627\u0644 \u06A9\u0627\u0645\u0644 \u0634\u0631\u0648\u0639 \u06A9\u0646\u06CC\u0645 \u06A9\u0647 \u062F\u0631 \u0622\u0646 \u0646\u06AF\u0627\u0647\u06CC \u0645\u06CC\u200C\u0627\u0646\u062F\u0627\u0632\u06CC\u0645 \u0628\u0647 \u0622\u0646\u0686\u0647 \u06A9\u0647 \u062F\u0631 \u067E\u0634\u062A \u0635\u062D\u0646\u0647 \u0627\u062A\u0641\u0627\u0642 \u0645\u06CC \u0627\u0641\u062A\u062F \u0647\u0646\u06AF\u0627\u0645\u06CC \u06A9\u0647 \u0627\u06CC\u0646 \u06A9\u062F \u0631\u0627 \u062F\u0631 "),B=o("a"),kn=a("Chapter 1"),wn=a(" \u0627\u062C\u0631\u0627 \u06A9\u0631\u062F\u06CC\u0645:"),yn=d(),gs=o("div"),P(xe.$$.fragment),In=d(),Rs=o("p"),Tn=a("\u0627\u06CC\u0646 \u062E\u0631\u0648\u062C\u06CC \u0631\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u06A9\u0631\u062F\u06CC\u0645:"),Cn=d(),$s=o("div"),P(Se.$$.fragment),Dn=d(),Us=o("p"),Pn=a("\u0647\u0645\u0627\u0646 \u0637\u0648\u0631 \u06A9\u0647 \u062F\u0631 \u062F\u0631 \u0641\u0635\u0644 \u0627\u0648\u0644 \u062F\u06CC\u062F\u06CC\u0645\u060C \u0627\u06CC\u0646 \u062E\u0637 \u062A\u0648\u0644\u06CC\u062F \u0627\u0632 \u0633\u0647 \u0645\u0631\u062D\u0644\u0647 \u062A\u0634\u06A9\u06CC\u0644 \u0634\u062F\u0647 \u0627\u0633\u062A: \u067E\u06CC\u0634\u200C\u067E\u0631\u062F\u0627\u0632\u0634\u060C \u067E\u0631\u062F\u0627\u0632\u0634 \u0648\u0631\u0648\u062F\u06CC\u200C\u0647\u0627 \u062F\u0631 \u0645\u062F\u0644 \u0648 \u067E\u0633 \u067E\u0631\u062F\u0627\u0632\u0634."),An=d(),Te=o("div"),Ve=o("img"),Mn=d(),Ne=o("img"),On=d(),Qs=o("p"),qn=a("\u0628\u0647 \u0635\u0648\u0631\u062A \u062E\u0644\u0627\u0635\u0647 \u0647\u0631\u06A9\u062F\u0627\u0645 \u0627\u0632 \u0627\u06CC\u0646 \u0645\u0631\u0627\u062D\u0644 \u0631\u0627 \u0628\u0631\u0631\u0633\u06CC \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645."),Fn=d(),vs=o("h2"),xn=a("\u067E\u06CC\u0634\u200C\u067E\u0631\u062F\u0627\u0632\u0634 \u0628\u0627 \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631"),Sn=d(),Le=o("p"),Vn=a("\u0645\u062B\u0644 \u0634\u0628\u06A9\u0647\u200C\u0647\u0627\u06CC \u0639\u0635\u0628\u06CC \u062F\u06CC\u06AF\u0631\u060C \u0645\u062F\u0644\u200C\u0647\u0627\u06CC \u062A\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0647\u0645 \u0646\u0645\u06CC\u200C\u062A\u0648\u0627\u0646\u0646\u062F \u0646\u0648\u0634\u062A\u0647 \u062E\u0627\u0645 \u0631\u0627 \u067E\u0631\u062F\u0627\u0632\u0634 \u06A9\u0646\u0646\u062F. \u067E\u0633 \u0627\u0648\u0644\u06CC\u0646 \u0642\u062F\u0645 \u062F\u0631 \u062E\u0637 \u062A\u0648\u0644\u06CC\u062F \u0645\u0627 \u062A\u0628\u062F\u06CC\u0644 \u0646\u0648\u0634\u062A\u0647 \u062E\u0627\u0645 \u0648\u0631\u0648\u062F\u06CC \u0628\u0647 \u0627\u0639\u062F\u0627\u062F\u06CC \u0627\u0633\u062A \u06A9\u0647 \u0645\u062F\u0644 \u0645\u06CC\u200C\u0641\u0647\u0645\u062F. \u0628\u0631\u0627\u06CC \u0627\u06CC\u0646 \u06A9\u0627\u0631 \u0627\u0632 \u06CC\u06A9 "),Ys=o("em"),Nn=a("\u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631"),Ln=a(" \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645\u060C \u06A9\u0647 \u0645\u0633\u0626\u0648\u0644\u06CC\u062A\u200C\u0647\u0627\u06CC \u0632\u06CC\u0631 \u0631\u0627 \u0628\u0631 \u0639\u0647\u062F\u0647 \u062F\u0627\u0631\u062F:"),zn=d(),$e=o("ul"),ze=o("li"),Gn=a("\u0634\u06A9\u0633\u062A\u0646 \u0646\u0648\u0634\u062A\u0647 \u0628\u0647 \u06A9\u0644\u0645\u0627\u062A\u060C \u0642\u0637\u0639\u0627\u062A \u06A9\u0648\u0686\u06A9\u062A\u0631 \u06A9\u0644\u0645\u0647 \u0648 \u0639\u0644\u0627\u0645\u062A\u200C\u0647\u0627(\u0645\u0627\u0646\u0646\u062F \u0639\u0644\u0627\u0626\u0645 \u0646\u06AF\u0627\u0631\u0634\u06CC) \u06A9\u0647 \u0628\u0647 \u0622\u0646\u0647\u0627 \u200C"),Js=o("em"),Hn=a("\u062A\u0648\u06A9\u0650\u0646"),Bn=a(" \u0645\u06CC\u200C\u06AF\u0648\u06CC\u06CC\u0645."),Rn=d(),Ws=o("li"),Un=a("\u0627\u0646\u062A\u062E\u0627\u0628 \u06CC\u06A9 \u0639\u062F\u062F \u0635\u062D\u06CC\u062D \u0645\u0639\u0627\u062F\u0644 \u0628\u0631\u0627\u06CC \u0647\u0631 \u062A\u0648\u06A9\u0650\u0646."),Qn=d(),Xs=o("li"),Yn=a("\u0627\u0636\u0627\u0641\u0647\u200C\u06A9\u0631\u062F\u0646 \u0648\u0631\u0648\u062F\u06CC\u200C\u0647\u0627\u06CC \u062F\u06CC\u06AF\u0631\u06CC \u06A9\u0647 \u0645\u0645\u06A9\u0646 \u0627\u0633\u062A \u0628\u0631\u0627\u06CC \u0645\u062F\u0644 \u0645\u0641\u06CC\u062F \u0628\u0627\u0634\u0646\u062F."),Jn=d(),R=o("p"),Wn=a("\u0647\u0645\u0647 \u0645\u0631\u0627\u062D\u0644 \u0627\u06CC\u0646 \u067E\u06CC\u0634\u200C\u067E\u0631\u062F\u0627\u0632\u0634 \u0628\u0627\u06CC\u062F \u062F\u0642\u06CC\u0642\u0627 \u0647\u0645\u0627\u0646\u200C\u0637\u0648\u0631 \u0627\u0646\u062C\u0627\u0645 \u0634\u0648\u0646\u062F \u06A9\u0647 \u0642\u0628\u0644\u0627 \u0647\u0646\u06AF\u0627\u0645 \u062A\u0639\u0644\u06CC\u0645 \u0645\u062F\u0644 \u0627\u0646\u062C\u0627\u0645 \u0634\u062F\u0647 \u0627\u0633\u062A. \u0627\u06CC\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062A \u062F\u0631 "),Ge=o("a"),Xn=a("Model Hub"),Kn=a(" \u0645\u0648\u062C\u0648\u062F \u0627\u0633\u062A \u0648 \u062A\u0648\u0633\u0637 \u062A\u0627\u0628\u0639 "),js=o("span"),Ks=o("code"),Zn=a("from_pretrained()"),el=a(" \u0627\u0632 \u06A9\u0644\u0627\u0633 "),Zs=o("code"),sl=a("AutoTokenizer"),tl=a(" \u062F\u0627\u0646\u0644\u0648\u062F \u0645\u06CC\u200C\u0634\u0648\u062F. \u0628\u0627 \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0627\u0632 \u0646\u0627\u0645 \u06A9\u0627\u0645\u0644 \u0645\u062F\u0644 \u06A9\u0647 \u0634\u0627\u0645\u0644 \u0646\u0642\u0637\u0647 \u062A\u0639\u0644\u06CC\u0645 \u0627\u0633\u062A\u060C \u0627\u06CC\u0646 \u062A\u0627\u0628\u0639  \u0628\u0647 \u0635\u0648\u0631\u062A \u062E\u0648\u062F\u06A9\u0627\u0631 \u062F\u0627\u062F\u0647\u200C\u0647\u0627\u06CC \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631 \u0645\u062F\u0644 \u0631\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u0646\u0645\u0648\u062F\u0647 \u0648 \u062F\u0631 \u0633\u06CC\u0633\u062A\u0645 \u0634\u0645\u0627 \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."),nl=d(),U=o("p"),ll=a("\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 "),et=o("code"),al=a("\u062A\u062D\u0644\u06CC\u0644 \u0627\u062D\u0633\u0627\u0633\u0627\u062A"),rl=d(),st=o("code"),ol=a("distilbert-base-uncased-finetuned-sst-2-english"),cl=a(" \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 "),He=o("a"),il=a("\u0627\u06CC\u0646\u062C\u0627 \u0645\u0634\u0627\u0647\u062F\u0647 \u06A9\u0646\u06CC\u062F"),pl=a(". \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:"),ul=d(),Es=o("div"),P(Be.$$.fragment),dl=d(),Re=o("p"),fl=a("\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 "),tt=o("em"),hl=a("\u062A\u0650\u0646\u0633\u0648\u0631"),ml=a("\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."),_l=d(),Ue=o("p"),bl=a("\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 "),nt=o("code"),gl=a("return_tensors"),$l=a(" \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645:"),vl=d(),Qe=o("div"),Y.c(),jl=d(),ve=o("p"),El=a("\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 "),lt=o("code"),kl=a("padding"),wl=a(" \u0648 "),at=o("code"),yl=a("truncation"),Il=a(" \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."),Tl=d(),W.c(),ln=d(),z=o("p"),Cl=a("\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 "),rt=o("code"),Dl=a("input_ids"),Pl=a(" \u0648 "),ot=o("code"),Al=a("attention_mask"),Ml=a(" \u0627\u0633\u062A. "),ct=o("code"),Ol=a("input_ids"),ql=a(" \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. "),it=o("code"),Fl=a("attention_mask"),xl=a(" \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."),Sl=d(),ks=o("h2"),Vl=a("\u06AF\u0630\u0631 \u0627\u0632 \u0645\u062F\u0644"),Nl=d(),K.c(),an=d(),pt=o("p"),Ll=a("\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."),zl=d(),G=o("p"),Gl=a("\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 "),ut=o("code"),Hl=a("Transformer"),Bl=a(" \u0627\u0633\u062A: \u0628\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u0648\u0631\u0648\u062F\u06CC\u060C\u200C "),dt=o("em"),Rl=a("\u0648\u0636\u0639\u06CC\u062A \u067E\u0646\u0647\u0627\u0646"),Ul=a(" \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 "),ft=o("em"),Ql=a("\u0641\u06CC\u0686\u0631"),Yl=a(" \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 "),ht=o("em"),Jl=a("\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"),Wl=a(" \u0627\u0633\u062A \u0631\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645."),Xl=d(),mt=o("p"),Kl=a("\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."),Zl=d(),je=o("p"),ea=a("\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 "),_t=o("em"),sa=a("\u0633\u0631"),ta=a(" \u0645\u062F\u0644 \u0645\u06CC \u06AF\u0648\u06CC\u06CC\u0645 \u0647\u0633\u062A\u0646\u062F. \u062F\u0631 "),ws=o("a"),na=a("\u0641\u0635\u0644 \u0627\u0648\u0644"),la=a("\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."),aa=d(),ys=o("h3"),ra=a("\u0628\u0631\u062F\u0627\u0631\u200C\u0647\u0627\u06CC \u0686\u0646\u062F \u0628\u0639\u062F\u06CC\u061F"),oa=d(),Ye=o("p"),ca=a("\u062E\u0631\u0648\u062C\u06CC \u0645\u0627\u0698\u0648\u0644 "),bt=o("code"),ia=a("Transformer"),pa=a(" \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:"),ua=d(),Ee=o("ul"),gt=o("li"),Is=o("p"),$t=o("strong"),da=a("\u0627\u0646\u062F\u0627\u0632\u0647 \u0628\u062A\u062C"),fa=a(": \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."),ha=d(),vt=o("li"),Ts=o("p"),jt=o("strong"),ma=a("\u0637\u0648\u0644 \u0631\u0634\u062A\u0647"),_a=a(": \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."),ba=d(),Je=o("li"),Cs=o("p"),Et=o("strong"),ga=a("\u0627\u0646\u062F\u0627\u0632\u0647 \u067E\u0646\u0647\u0627\u0646"),$a=a(": \u0627\u0628\u0639\u0627\u062F \u0628\u0631\u062F\u0627\u0631 \u0628\u0631\u0627\u06CC \u0647\u0631 \u0648\u0631\u0648\u062F\u06CC \u0645\u062F\u0644."),va=d(),kt=o("p"),ja=a("\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)"),Ea=d(),wt=o("p"),ka=a("\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:"),wa=d(),We=o("div"),ee.c(),ya=d(),se=o("p"),Ia=a("\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 "),yt=o("code"),Ta=a("namedtuple"),Ca=a("\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("),It=o("code"),Da=a('outputs["last_hidden_state"]'),Pa=a(") \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("),Tt=o("code"),Aa=a("outputs[0]"),Ma=a(") \u062F\u0633\u062A\u0631\u0633\u06CC \u067E\u06CC\u062F\u0627 \u06A9\u0646\u06CC\u062F."),Oa=d(),Ds=o("h3"),qa=a("\u0633\u0631 \u0645\u062F\u0644: \u062F\u0631\u06A9 \u0627\u0639\u062F\u0627\u062F \u062F\u0631\u0648\u0646 \u0645\u062F\u0644"),Fa=d(),Ct=o("p"),xa=a("\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."),Sa=d(),Ce=o("div"),Xe=o("img"),Va=d(),Ke=o("img"),Na=d(),Dt=o("p"),La=a("\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."),za=d(),Pt=o("p"),Ga=a("\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:"),Ha=d(),V=o("ul"),Ps=o("li"),At=o("code"),Ba=a("*Model"),Ra=a(" (\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)"),Ua=d(),Mt=o("li"),Ot=o("code"),Qa=a("*ForCausalLM"),Ya=d(),qt=o("li"),Ft=o("code"),Ja=a("*ForMaskedLM"),Wa=d(),xt=o("li"),St=o("code"),Xa=a("*ForMultipleChoice"),Ka=d(),Vt=o("li"),Nt=o("code"),Za=a("*ForQuestionAnswering"),er=d(),Lt=o("li"),zt=o("code"),sr=a("*ForSequenceClassification"),tr=d(),Gt=o("li"),Ht=o("code"),nr=a("*ForTokenClassification"),lr=d(),Bt=o("li"),ar=a("\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"),rr=d(),ne.c(),rn=d(),Rt=o("p"),or=a("\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."),cr=d(),ke=o("div"),P(Ze.$$.fragment),ir=d(),ae.c(),pr=d(),Ut=o("p"),ur=a("\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."),dr=d(),As=o("h2"),fr=a("\u067E\u0633 \u067E\u0631\u062F\u0627\u0632\u0634 \u062E\u0631\u0648\u062C\u06CC"),hr=d(),Qt=o("p"),mr=a("\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:"),_r=d(),we=o("div"),P(es.$$.fragment),br=d(),oe.c(),gr=d(),H=o("p"),$r=a("\u067E\u06CC\u0634\u200C\u0628\u06CC\u0646\u06CC \u0645\u062F\u0644 \u0645\u0627 \u0628\u0631\u0627\u06CC \u062C\u0645\u0644\u0647 \u0627\u0648\u0644 "),Yt=o("code"),vr=a("[-1.5607, 1.6123]"),jr=a(" \u0648 \u0628\u0631\u0627\u06CC \u062C\u0645\u0644\u0647 \u062F\u0648\u0645 "),Jt=o("code"),Er=a("[ 4.1692, -3.3464]"),kr=a(" \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 "),Wt=o("em"),wr=a("\u0644\u0648\u062C\u06CC\u062A"),yr=a(" \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 "),ss=o("a"),Ir=a("\u0633\u0627\u0641\u062A\u200C\u0645\u06A9\u0633"),Tr=a(" \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)."),Cr=d(),he=o("div"),ie.c(),on=d(),ue.c(),Dr=d(),ye=o("p"),Pr=a("\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 "),Xt=o("code"),Ar=a("[0.9995, 0.0005]"),Mr=a(" \u0648 \u0628\u0631\u0627\u06CC \u062C\u0645\u0644\u0647 \u062F\u0648\u0645 "),Kt=o("code"),Or=a("[0.9995, 0.0005]"),qr=a(" \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."),Fr=d(),ts=o("p"),xr=a("\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 "),Zt=o("code"),Sr=a("id2label"),Vr=a(" \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):"),Nr=d(),De=o("div"),P(ns.$$.fragment),Lr=d(),P(ls.$$.fragment),zr=d(),en=o("p"),Gr=a("\u0627\u06A9\u0646\u0648\u0646 \u0645\u0634\u062E\u0635 \u0627\u0633\u062A \u06A9\u0647 \u067E\u06CC\u0634\u200C\u0628\u06CC\u0646\u06CC\u200C\u0647\u0627\u06CC \u0645\u062F\u0644 \u0627\u0632 \u0627\u06CC\u0646 \u0642\u0631\u0627\u0631 \u0647\u0633\u062A\u0646\u062F:"),Hr=d(),as=o("ul"),sn=o("li"),Br=a("\u062C\u0645\u0644\u0647 \u0627\u0648\u0644: NEGATIVE: 0.0402, POSITIVE: 0.9598"),Rr=d(),tn=o("li"),Ur=a("\u062C\u0645\u0644\u0647 \u062F\u0648\u0645: NEGATIVE: 0.9995, POSITIVE: 0.0005"),Qr=d(),nn=o("p"),Yr=a("\u0645\u0627 \u0628\u0627 \u0645\u0648\u0641\u0642\u06CC\u062A \u0633\u0647 \u0645\u0631\u062D\u0644\u0647 \u062E\u0637\u200C\u062A\u0648\u0644\u06CC\u062F \u0631\u0627 \u062F\u0631 \u0627\u06CC\u0646\u062C\u0627 \u0646\u0634\u0627\u0646 \u062F\u0627\u062F\u06CC\u0645: \u067E\u06CC\u0634\u200C\u067E\u0631\u062F\u0627\u0632\u0634 \u062A\u0648\u0633\u0637 \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631\u0647\u0627\u060C \u06AF\u0630\u0631 \u0648\u0631\u0648\u062F\u06CC\u200C\u0647\u0627 \u0627\u0632 \u0645\u062F\u0644 \u0648 \u067E\u0633\u200C\u067E\u0631\u062F\u0627\u0632\u0634! \u062D\u0627\u0644\u0627 \u06A9\u0645\u06CC \u0632\u0645\u0627\u0646 \u0645\u06CC\u200C\u06AF\u0630\u0627\u0631\u06CC\u0645 \u062A\u0627 \u0628\u0647 \u0635\u0648\u0631\u062A \u0639\u0645\u06CC\u0642\u200C\u062A\u0631 \u0648\u0627\u0631\u062F \u0647\u0631\u200C\u06A9\u062F\u0627\u0645 \u0627\u0632 \u0627\u06CC\u0646 \u0645\u0631\u0627\u062D\u0644 \u0634\u0648\u06CC\u0645."),Jr=d(),P(Pe.$$.fragment),this.h()},l(h){const x=ei('[data-svelte="svelte-1phssyn"]',document.head);s=c(x,"META",{name:!0,content:!0}),x.forEach(l),p=f(h),A(t.$$.fragment,h),m=f(h),n=c(h,"DIV",{dir:!0});var u=i(n);g=c(u,"H1",{id:!0});var Ms=i(g);b=r(Ms,"\u067E\u0634\u062A \u0635\u062D\u0646\u0647 \u062E\u0637\u200C\u062A\u0648\u0644\u06CC\u062F"),Ms.forEach(l),C=f(u),k.l(u),I=f(u),A(D.$$.fragment,u),w=f(u),T.l(u),N=f(u),S=c(u,"P",{});var bs=i(S);ge=r(bs,"\u0628\u06AF\u0630\u0627\u0631\u06CC\u062F \u0628\u0627 \u06CC\u06A9 \u0645\u062B\u0627\u0644 \u06A9\u0627\u0645\u0644 \u0634\u0631\u0648\u0639 \u06A9\u0646\u06CC\u0645 \u06A9\u0647 \u062F\u0631 \u0622\u0646 \u0646\u06AF\u0627\u0647\u06CC \u0645\u06CC\u200C\u0627\u0646\u062F\u0627\u0632\u06CC\u0645 \u0628\u0647 \u0622\u0646\u0686\u0647 \u06A9\u0647 \u062F\u0631 \u067E\u0634\u062A \u0635\u062D\u0646\u0647 \u0627\u062A\u0641\u0627\u0642 \u0645\u06CC \u0627\u0641\u062A\u062F \u0647\u0646\u06AF\u0627\u0645\u06CC \u06A9\u0647 \u0627\u06CC\u0646 \u06A9\u062F \u0631\u0627 \u062F\u0631 "),B=c(bs,"A",{href:!0});var Os=i(B);kn=r(Os,"Chapter 1"),Os.forEach(l),wn=r(bs," \u0627\u062C\u0631\u0627 \u06A9\u0631\u062F\u06CC\u0645:"),bs.forEach(l),yn=f(u),gs=c(u,"DIV",{dir:!0});var qs=i(gs);A(xe.$$.fragment,qs),qs.forEach(l),In=f(u),Rs=c(u,"P",{});var Fs=i(Rs);Tn=r(Fs,"\u0627\u06CC\u0646 \u062E\u0631\u0648\u062C\u06CC \u0631\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u06A9\u0631\u062F\u06CC\u0645:"),Fs.forEach(l),Cn=f(u),$s=c(u,"DIV",{dir:!0});var xs=i($s);A(Se.$$.fragment,xs),xs.forEach(l),Dn=f(u),Us=c(u,"P",{});var Ss=i(Us);Pn=r(Ss,"\u0647\u0645\u0627\u0646 \u0637\u0648\u0631 \u06A9\u0647 \u062F\u0631 \u062F\u0631 \u0641\u0635\u0644 \u0627\u0648\u0644 \u062F\u06CC\u062F\u06CC\u0645\u060C \u0627\u06CC\u0646 \u062E\u0637 \u062A\u0648\u0644\u06CC\u062F \u0627\u0632 \u0633\u0647 \u0645\u0631\u062D\u0644\u0647 \u062A\u0634\u06A9\u06CC\u0644 \u0634\u062F\u0647 \u0627\u0633\u062A: \u067E\u06CC\u0634\u200C\u067E\u0631\u062F\u0627\u0632\u0634\u060C \u067E\u0631\u062F\u0627\u0632\u0634 \u0648\u0631\u0648\u062F\u06CC\u200C\u0647\u0627 \u062F\u0631 \u0645\u062F\u0644 \u0648 \u067E\u0633 \u067E\u0631\u062F\u0627\u0632\u0634."),Ss.forEach(l),An=f(u),Te=c(u,"DIV",{class:!0});var Ae=i(Te);Ve=c(Ae,"IMG",{class:!0,src:!0,alt:!0}),Mn=f(Ae),Ne=c(Ae,"IMG",{class:!0,src:!0,alt:!0}),Ae.forEach(l),On=f(u),Qs=c(u,"P",{});var Vs=i(Qs);qn=r(Vs,"\u0628\u0647 \u0635\u0648\u0631\u062A \u062E\u0644\u0627\u0635\u0647 \u0647\u0631\u06A9\u062F\u0627\u0645 \u0627\u0632 \u0627\u06CC\u0646 \u0645\u0631\u0627\u062D\u0644 \u0631\u0627 \u0628\u0631\u0631\u0633\u06CC \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645."),Vs.forEach(l),Fn=f(u),vs=c(u,"H2",{id:!0});var Ns=i(vs);xn=r(Ns,"\u067E\u06CC\u0634\u200C\u067E\u0631\u062F\u0627\u0632\u0634 \u0628\u0627 \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631"),Ns.forEach(l),Sn=f(u),Le=c(u,"P",{});var Me=i(Le);Vn=r(Me,"\u0645\u062B\u0644 \u0634\u0628\u06A9\u0647\u200C\u0647\u0627\u06CC \u0639\u0635\u0628\u06CC \u062F\u06CC\u06AF\u0631\u060C \u0645\u062F\u0644\u200C\u0647\u0627\u06CC \u062A\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0647\u0645 \u0646\u0645\u06CC\u200C\u062A\u0648\u0627\u0646\u0646\u062F \u0646\u0648\u0634\u062A\u0647 \u062E\u0627\u0645 \u0631\u0627 \u067E\u0631\u062F\u0627\u0632\u0634 \u06A9\u0646\u0646\u062F. \u067E\u0633 \u0627\u0648\u0644\u06CC\u0646 \u0642\u062F\u0645 \u062F\u0631 \u062E\u0637 \u062A\u0648\u0644\u06CC\u062F \u0645\u0627 \u062A\u0628\u062F\u06CC\u0644 \u0646\u0648\u0634\u062A\u0647 \u062E\u0627\u0645 \u0648\u0631\u0648\u062F\u06CC \u0628\u0647 \u0627\u0639\u062F\u0627\u062F\u06CC \u0627\u0633\u062A \u06A9\u0647 \u0645\u062F\u0644 \u0645\u06CC\u200C\u0641\u0647\u0645\u062F. \u0628\u0631\u0627\u06CC \u0627\u06CC\u0646 \u06A9\u0627\u0631 \u0627\u0632 \u06CC\u06A9 "),Ys=c(Me,"EM",{});var Ls=i(Ys);Nn=r(Ls,"\u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631"),Ls.forEach(l),Ln=r(Me," \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645\u060C \u06A9\u0647 \u0645\u0633\u0626\u0648\u0644\u06CC\u062A\u200C\u0647\u0627\u06CC \u0632\u06CC\u0631 \u0631\u0627 \u0628\u0631 \u0639\u0647\u062F\u0647 \u062F\u0627\u0631\u062F:"),Me.forEach(l),zn=f(u),$e=c(u,"UL",{});var Ie=i($e);ze=c(Ie,"LI",{});var pn=i(ze);Gn=r(pn,"\u0634\u06A9\u0633\u062A\u0646 \u0646\u0648\u0634\u062A\u0647 \u0628\u0647 \u06A9\u0644\u0645\u0627\u062A\u060C \u0642\u0637\u0639\u0627\u062A \u06A9\u0648\u0686\u06A9\u062A\u0631 \u06A9\u0644\u0645\u0647 \u0648 \u0639\u0644\u0627\u0645\u062A\u200C\u0647\u0627(\u0645\u0627\u0646\u0646\u062F \u0639\u0644\u0627\u0626\u0645 \u0646\u06AF\u0627\u0631\u0634\u06CC) \u06A9\u0647 \u0628\u0647 \u0622\u0646\u0647\u0627 \u200C"),Js=c(pn,"EM",{});var To=i(Js);Hn=r(To,"\u062A\u0648\u06A9\u0650\u0646"),To.forEach(l),Bn=r(pn," \u0645\u06CC\u200C\u06AF\u0648\u06CC\u06CC\u0645."),pn.forEach(l),Rn=f(Ie),Ws=c(Ie,"LI",{});var Co=i(Ws);Un=r(Co,"\u0627\u0646\u062A\u062E\u0627\u0628 \u06CC\u06A9 \u0639\u062F\u062F \u0635\u062D\u06CC\u062D \u0645\u0639\u0627\u062F\u0644 \u0628\u0631\u0627\u06CC \u0647\u0631 \u062A\u0648\u06A9\u0650\u0646."),Co.forEach(l),Qn=f(Ie),Xs=c(Ie,"LI",{});var Do=i(Xs);Yn=r(Do,"\u0627\u0636\u0627\u0641\u0647\u200C\u06A9\u0631\u062F\u0646 \u0648\u0631\u0648\u062F\u06CC\u200C\u0647\u0627\u06CC \u062F\u06CC\u06AF\u0631\u06CC \u06A9\u0647 \u0645\u0645\u06A9\u0646 \u0627\u0633\u062A \u0628\u0631\u0627\u06CC \u0645\u062F\u0644 \u0645\u0641\u06CC\u062F \u0628\u0627\u0634\u0646\u062F."),Do.forEach(l),Ie.forEach(l),Jn=f(u),R=c(u,"P",{});var Oe=i(R);Wn=r(Oe,"\u0647\u0645\u0647 \u0645\u0631\u0627\u062D\u0644 \u0627\u06CC\u0646 \u067E\u06CC\u0634\u200C\u067E\u0631\u062F\u0627\u0632\u0634 \u0628\u0627\u06CC\u062F \u062F\u0642\u06CC\u0642\u0627 \u0647\u0645\u0627\u0646\u200C\u0637\u0648\u0631 \u0627\u0646\u062C\u0627\u0645 \u0634\u0648\u0646\u062F \u06A9\u0647 \u0642\u0628\u0644\u0627 \u0647\u0646\u06AF\u0627\u0645 \u062A\u0639\u0644\u06CC\u0645 \u0645\u062F\u0644 \u0627\u0646\u062C\u0627\u0645 \u0634\u062F\u0647 \u0627\u0633\u062A. \u0627\u06CC\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062A \u062F\u0631 "),Ge=c(Oe,"A",{href:!0,rel:!0});var Po=i(Ge);Xn=r(Po,"Model Hub"),Po.forEach(l),Kn=r(Oe," \u0645\u0648\u062C\u0648\u062F \u0627\u0633\u062A \u0648 \u062A\u0648\u0633\u0637 \u062A\u0627\u0628\u0639 "),js=c(Oe,"SPAN",{dir:!0});var Ao=i(js);Ks=c(Ao,"CODE",{});var Mo=i(Ks);Zn=r(Mo,"from_pretrained()"),Mo.forEach(l),Ao.forEach(l),el=r(Oe," \u0627\u0632 \u06A9\u0644\u0627\u0633 "),Zs=c(Oe,"CODE",{});var Oo=i(Zs);sl=r(Oo,"AutoTokenizer"),Oo.forEach(l),tl=r(Oe," \u062F\u0627\u0646\u0644\u0648\u062F \u0645\u06CC\u200C\u0634\u0648\u062F. \u0628\u0627 \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0627\u0632 \u0646\u0627\u0645 \u06A9\u0627\u0645\u0644 \u0645\u062F\u0644 \u06A9\u0647 \u0634\u0627\u0645\u0644 \u0646\u0642\u0637\u0647 \u062A\u0639\u0644\u06CC\u0645 \u0627\u0633\u062A\u060C \u0627\u06CC\u0646 \u062A\u0627\u0628\u0639  \u0628\u0647 \u0635\u0648\u0631\u062A \u062E\u0648\u062F\u06A9\u0627\u0631 \u062F\u0627\u062F\u0647\u200C\u0647\u0627\u06CC \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631 \u0645\u062F\u0644 \u0631\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u0646\u0645\u0648\u062F\u0647 \u0648 \u062F\u0631 \u0633\u06CC\u0633\u062A\u0645 \u0634\u0645\u0627 \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."),Oe.forEach(l),nl=f(u),U=c(u,"P",{});var qe=i(U);ll=r(qe,"\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 "),et=c(qe,"CODE",{});var qo=i(et);al=r(qo,"\u062A\u062D\u0644\u06CC\u0644 \u0627\u062D\u0633\u0627\u0633\u0627\u062A"),qo.forEach(l),rl=f(qe),st=c(qe,"CODE",{});var Fo=i(st);ol=r(Fo,"distilbert-base-uncased-finetuned-sst-2-english"),Fo.forEach(l),cl=r(qe," \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 "),He=c(qe,"A",{href:!0,rel:!0});var xo=i(He);il=r(xo,"\u0627\u06CC\u0646\u062C\u0627 \u0645\u0634\u0627\u0647\u062F\u0647 \u06A9\u0646\u06CC\u062F"),xo.forEach(l),pl=r(qe,". \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:"),qe.forEach(l),ul=f(u),Es=c(u,"DIV",{dir:!0});var So=i(Es);A(Be.$$.fragment,So),So.forEach(l),dl=f(u),Re=c(u,"P",{});var un=i(Re);fl=r(un,"\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 "),tt=c(un,"EM",{});var Vo=i(tt);hl=r(Vo,"\u062A\u0650\u0646\u0633\u0648\u0631"),Vo.forEach(l),ml=r(un,"\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."),un.forEach(l),_l=f(u),Ue=c(u,"P",{});var dn=i(Ue);bl=r(dn,"\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 "),nt=c(dn,"CODE",{});var No=i(nt);gl=r(No,"return_tensors"),No.forEach(l),$l=r(dn," \u0627\u0633\u062A\u0641\u0627\u062F\u0647 \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645:"),dn.forEach(l),vl=f(u),Qe=c(u,"DIV",{dir:!0});var Lo=i(Qe);Y.l(Lo),Lo.forEach(l),jl=f(u),ve=c(u,"P",{});var zs=i(ve);El=r(zs,"\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 "),lt=c(zs,"CODE",{});var zo=i(lt);kl=r(zo,"padding"),zo.forEach(l),wl=r(zs," \u0648 "),at=c(zs,"CODE",{});var Go=i(at);yl=r(Go,"truncation"),Go.forEach(l),Il=r(zs," \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."),zs.forEach(l),Tl=f(u),W.l(u),ln=f(u),z=c(u,"P",{});var me=i(z);Cl=r(me,"\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 "),rt=c(me,"CODE",{});var Ho=i(rt);Dl=r(Ho,"input_ids"),Ho.forEach(l),Pl=r(me," \u0648 "),ot=c(me,"CODE",{});var Bo=i(ot);Al=r(Bo,"attention_mask"),Bo.forEach(l),Ml=r(me," \u0627\u0633\u062A. "),ct=c(me,"CODE",{});var Ro=i(ct);Ol=r(Ro,"input_ids"),Ro.forEach(l),ql=r(me," \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. "),it=c(me,"CODE",{});var Uo=i(it);Fl=r(Uo,"attention_mask"),Uo.forEach(l),xl=r(me," \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."),me.forEach(l),Sl=f(u),ks=c(u,"H2",{id:!0});var Qo=i(ks);Vl=r(Qo,"\u06AF\u0630\u0631 \u0627\u0632 \u0645\u062F\u0644"),Qo.forEach(l),Nl=f(u),K.l(u),an=f(u),pt=c(u,"P",{});var Yo=i(pt);Ll=r(Yo,"\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."),Yo.forEach(l),zl=f(u),G=c(u,"P",{});var _e=i(G);Gl=r(_e,"\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 "),ut=c(_e,"CODE",{});var Jo=i(ut);Hl=r(Jo,"Transformer"),Jo.forEach(l),Bl=r(_e," \u0627\u0633\u062A: \u0628\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u0648\u0631\u0648\u062F\u06CC\u060C\u200C "),dt=c(_e,"EM",{});var Wo=i(dt);Rl=r(Wo,"\u0648\u0636\u0639\u06CC\u062A \u067E\u0646\u0647\u0627\u0646"),Wo.forEach(l),Ul=r(_e," \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 "),ft=c(_e,"EM",{});var Xo=i(ft);Ql=r(Xo,"\u0641\u06CC\u0686\u0631"),Xo.forEach(l),Yl=r(_e," \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 "),ht=c(_e,"EM",{});var Ko=i(ht);Jl=r(Ko,"\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"),Ko.forEach(l),Wl=r(_e," \u0627\u0633\u062A \u0631\u0627 \u062F\u0631\u06CC\u0627\u0641\u062A \u0645\u06CC\u200C\u06A9\u0646\u06CC\u0645."),_e.forEach(l),Xl=f(u),mt=c(u,"P",{});var Zo=i(mt);Kl=r(Zo,"\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."),Zo.forEach(l),Zl=f(u),je=c(u,"P",{});var Gs=i(je);ea=r(Gs,"\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 "),_t=c(Gs,"EM",{});var ec=i(_t);sa=r(ec,"\u0633\u0631"),ec.forEach(l),ta=r(Gs," \u0645\u062F\u0644 \u0645\u06CC \u06AF\u0648\u06CC\u06CC\u0645 \u0647\u0633\u062A\u0646\u062F. \u062F\u0631 "),ws=c(Gs,"A",{href:!0});var sc=i(ws);na=r(sc,"\u0641\u0635\u0644 \u0627\u0648\u0644"),sc.forEach(l),la=r(Gs,"\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."),Gs.forEach(l),aa=f(u),ys=c(u,"H3",{id:!0});var tc=i(ys);ra=r(tc,"\u0628\u0631\u062F\u0627\u0631\u200C\u0647\u0627\u06CC \u0686\u0646\u062F \u0628\u0639\u062F\u06CC\u061F"),tc.forEach(l),oa=f(u),Ye=c(u,"P",{});var fn=i(Ye);ca=r(fn,"\u062E\u0631\u0648\u062C\u06CC \u0645\u0627\u0698\u0648\u0644 "),bt=c(fn,"CODE",{});var nc=i(bt);ia=r(nc,"Transformer"),nc.forEach(l),pa=r(fn," \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:"),fn.forEach(l),ua=f(u),Ee=c(u,"UL",{});var Hs=i(Ee);gt=c(Hs,"LI",{});var lc=i(gt);Is=c(lc,"P",{});var Wr=i(Is);$t=c(Wr,"STRONG",{});var ac=i($t);da=r(ac,"\u0627\u0646\u062F\u0627\u0632\u0647 \u0628\u062A\u062C"),ac.forEach(l),fa=r(Wr,": \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."),Wr.forEach(l),lc.forEach(l),ha=f(Hs),vt=c(Hs,"LI",{});var rc=i(vt);Ts=c(rc,"P",{});var Xr=i(Ts);jt=c(Xr,"STRONG",{});var oc=i(jt);ma=r(oc,"\u0637\u0648\u0644 \u0631\u0634\u062A\u0647"),oc.forEach(l),_a=r(Xr,": \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."),Xr.forEach(l),rc.forEach(l),ba=f(Hs),Je=c(Hs,"LI",{});var hn=i(Je);Cs=c(hn,"P",{});var Kr=i(Cs);Et=c(Kr,"STRONG",{});var cc=i(Et);ga=r(cc,"\u0627\u0646\u062F\u0627\u0632\u0647 \u067E\u0646\u0647\u0627\u0646"),cc.forEach(l),$a=r(Kr,": \u0627\u0628\u0639\u0627\u062F \u0628\u0631\u062F\u0627\u0631 \u0628\u0631\u0627\u06CC \u0647\u0631 \u0648\u0631\u0648\u062F\u06CC \u0645\u062F\u0644."),Kr.forEach(l),va=f(hn),kt=c(hn,"P",{});var ic=i(kt);ja=r(ic,"\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)"),ic.forEach(l),hn.forEach(l),Hs.forEach(l),Ea=f(u),wt=c(u,"P",{});var pc=i(wt);ka=r(pc,"\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:"),pc.forEach(l),wa=f(u),We=c(u,"DIV",{dir:!0});var uc=i(We);ee.l(uc),uc.forEach(l),ya=f(u),se=c(u,"P",{});var Fe=i(se);Ia=r(Fe,"\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 "),yt=c(Fe,"CODE",{});var dc=i(yt);Ta=r(dc,"namedtuple"),dc.forEach(l),Ca=r(Fe,"\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("),It=c(Fe,"CODE",{});var fc=i(It);Da=r(fc,'outputs["last_hidden_state"]'),fc.forEach(l),Pa=r(Fe,") \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("),Tt=c(Fe,"CODE",{});var hc=i(Tt);Aa=r(hc,"outputs[0]"),hc.forEach(l),Ma=r(Fe,") \u062F\u0633\u062A\u0631\u0633\u06CC \u067E\u06CC\u062F\u0627 \u06A9\u0646\u06CC\u062F."),Fe.forEach(l),Oa=f(u),Ds=c(u,"H3",{id:!0});var mc=i(Ds);qa=r(mc,"\u0633\u0631 \u0645\u062F\u0644: \u062F\u0631\u06A9 \u0627\u0639\u062F\u0627\u062F \u062F\u0631\u0648\u0646 \u0645\u062F\u0644"),mc.forEach(l),Fa=f(u),Ct=c(u,"P",{});var _c=i(Ct);xa=r(_c,"\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."),_c.forEach(l),Sa=f(u),Ce=c(u,"DIV",{class:!0});var mn=i(Ce);Xe=c(mn,"IMG",{class:!0,src:!0,alt:!0}),Va=f(mn),Ke=c(mn,"IMG",{class:!0,src:!0,alt:!0}),mn.forEach(l),Na=f(u),Dt=c(u,"P",{});var bc=i(Dt);La=r(bc,"\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."),bc.forEach(l),za=f(u),Pt=c(u,"P",{});var gc=i(Pt);Ga=r(gc,"\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:"),gc.forEach(l),Ha=f(u),V=c(u,"UL",{});var L=i(V);Ps=c(L,"LI",{});var Zr=i(Ps);At=c(Zr,"CODE",{});var $c=i(At);Ba=r($c,"*Model"),$c.forEach(l),Ra=r(Zr," (\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)"),Zr.forEach(l),Ua=f(L),Mt=c(L,"LI",{});var vc=i(Mt);Ot=c(vc,"CODE",{});var jc=i(Ot);Qa=r(jc,"*ForCausalLM"),jc.forEach(l),vc.forEach(l),Ya=f(L),qt=c(L,"LI",{});var Ec=i(qt);Ft=c(Ec,"CODE",{});var kc=i(Ft);Ja=r(kc,"*ForMaskedLM"),kc.forEach(l),Ec.forEach(l),Wa=f(L),xt=c(L,"LI",{});var wc=i(xt);St=c(wc,"CODE",{});var yc=i(St);Xa=r(yc,"*ForMultipleChoice"),yc.forEach(l),wc.forEach(l),Ka=f(L),Vt=c(L,"LI",{});var Ic=i(Vt);Nt=c(Ic,"CODE",{});var Tc=i(Nt);Za=r(Tc,"*ForQuestionAnswering"),Tc.forEach(l),Ic.forEach(l),er=f(L),Lt=c(L,"LI",{});var Cc=i(Lt);zt=c(Cc,"CODE",{});var Dc=i(zt);sr=r(Dc,"*ForSequenceClassification"),Dc.forEach(l),Cc.forEach(l),tr=f(L),Gt=c(L,"LI",{});var Pc=i(Gt);Ht=c(Pc,"CODE",{});var Ac=i(Ht);nr=r(Ac,"*ForTokenClassification"),Ac.forEach(l),Pc.forEach(l),lr=f(L),Bt=c(L,"LI",{});var Mc=i(Bt);ar=r(Mc,"\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"),Mc.forEach(l),L.forEach(l),rr=f(u),ne.l(u),rn=f(u),Rt=c(u,"P",{});var Oc=i(Rt);or=r(Oc,"\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."),Oc.forEach(l),cr=f(u),ke=c(u,"DIV",{dir:!0});var _n=i(ke);A(Ze.$$.fragment,_n),ir=f(_n),ae.l(_n),_n.forEach(l),pr=f(u),Ut=c(u,"P",{});var qc=i(Ut);ur=r(qc,"\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."),qc.forEach(l),dr=f(u),As=c(u,"H2",{id:!0});var Fc=i(As);fr=r(Fc,"\u067E\u0633 \u067E\u0631\u062F\u0627\u0632\u0634 \u062E\u0631\u0648\u062C\u06CC"),Fc.forEach(l),hr=f(u),Qt=c(u,"P",{});var xc=i(Qt);mr=r(xc,"\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:"),xc.forEach(l),_r=f(u),we=c(u,"DIV",{dir:!0});var bn=i(we);A(es.$$.fragment,bn),br=f(bn),oe.l(bn),bn.forEach(l),gr=f(u),H=c(u,"P",{});var be=i(H);$r=r(be,"\u067E\u06CC\u0634\u200C\u0628\u06CC\u0646\u06CC \u0645\u062F\u0644 \u0645\u0627 \u0628\u0631\u0627\u06CC \u062C\u0645\u0644\u0647 \u0627\u0648\u0644 "),Yt=c(be,"CODE",{});var Sc=i(Yt);vr=r(Sc,"[-1.5607, 1.6123]"),Sc.forEach(l),jr=r(be," \u0648 \u0628\u0631\u0627\u06CC \u062C\u0645\u0644\u0647 \u062F\u0648\u0645 "),Jt=c(be,"CODE",{});var Vc=i(Jt);Er=r(Vc,"[ 4.1692, -3.3464]"),Vc.forEach(l),kr=r(be," \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 "),Wt=c(be,"EM",{});var Nc=i(Wt);wr=r(Nc,"\u0644\u0648\u062C\u06CC\u062A"),Nc.forEach(l),yr=r(be," \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 "),ss=c(be,"A",{href:!0,rel:!0});var Lc=i(ss);Ir=r(Lc,"\u0633\u0627\u0641\u062A\u200C\u0645\u06A9\u0633"),Lc.forEach(l),Tr=r(be," \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)."),be.forEach(l),Cr=f(u),he=c(u,"DIV",{dir:!0});var gn=i(he);ie.l(gn),on=f(gn),ue.l(gn),gn.forEach(l),Dr=f(u),ye=c(u,"P",{});var Bs=i(ye);Pr=r(Bs,"\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 "),Xt=c(Bs,"CODE",{});var zc=i(Xt);Ar=r(zc,"[0.9995, 0.0005]"),zc.forEach(l),Mr=r(Bs," \u0648 \u0628\u0631\u0627\u06CC \u062C\u0645\u0644\u0647 \u062F\u0648\u0645 "),Kt=c(Bs,"CODE",{});var Gc=i(Kt);Or=r(Gc,"[0.9995, 0.0005]"),Gc.forEach(l),qr=r(Bs," \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."),Bs.forEach(l),Fr=f(u),ts=c(u,"P",{});var $n=i(ts);xr=r($n,"\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 "),Zt=c($n,"CODE",{});var Hc=i(Zt);Sr=r(Hc,"id2label"),Hc.forEach(l),Vr=r($n," \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):"),$n.forEach(l),Nr=f(u),De=c(u,"DIV",{dir:!0});var vn=i(De);A(ns.$$.fragment,vn),Lr=f(vn),A(ls.$$.fragment,vn),vn.forEach(l),zr=f(u),en=c(u,"P",{});var Bc=i(en);Gr=r(Bc,"\u0627\u06A9\u0646\u0648\u0646 \u0645\u0634\u062E\u0635 \u0627\u0633\u062A \u06A9\u0647 \u067E\u06CC\u0634\u200C\u0628\u06CC\u0646\u06CC\u200C\u0647\u0627\u06CC \u0645\u062F\u0644 \u0627\u0632 \u0627\u06CC\u0646 \u0642\u0631\u0627\u0631 \u0647\u0633\u062A\u0646\u062F:"),Bc.forEach(l),Hr=f(u),as=c(u,"UL",{});var jn=i(as);sn=c(jn,"LI",{});var Rc=i(sn);Br=r(Rc,"\u062C\u0645\u0644\u0647 \u0627\u0648\u0644: NEGATIVE: 0.0402, POSITIVE: 0.9598"),Rc.forEach(l),Rr=f(jn),tn=c(jn,"LI",{});var Uc=i(tn);Ur=r(Uc,"\u062C\u0645\u0644\u0647 \u062F\u0648\u0645: NEGATIVE: 0.9995, POSITIVE: 0.0005"),Uc.forEach(l),jn.forEach(l),Qr=f(u),nn=c(u,"P",{});var Qc=i(nn);Yr=r(Qc,"\u0645\u0627 \u0628\u0627 \u0645\u0648\u0641\u0642\u06CC\u062A \u0633\u0647 \u0645\u0631\u062D\u0644\u0647 \u062E\u0637\u200C\u062A\u0648\u0644\u06CC\u062F \u0631\u0627 \u062F\u0631 \u0627\u06CC\u0646\u062C\u0627 \u0646\u0634\u0627\u0646 \u062F\u0627\u062F\u06CC\u0645: \u067E\u06CC\u0634\u200C\u067E\u0631\u062F\u0627\u0632\u0634 \u062A\u0648\u0633\u0637 \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631\u0647\u0627\u060C \u06AF\u0630\u0631 \u0648\u0631\u0648\u062F\u06CC\u200C\u0647\u0627 \u0627\u0632 \u0645\u062F\u0644 \u0648 \u067E\u0633\u200C\u067E\u0631\u062F\u0627\u0632\u0634! \u062D\u0627\u0644\u0627 \u06A9\u0645\u06CC \u0632\u0645\u0627\u0646 \u0645\u06CC\u200C\u06AF\u0630\u0627\u0631\u06CC\u0645 \u062A\u0627 \u0628\u0647 \u0635\u0648\u0631\u062A \u0639\u0645\u06CC\u0642\u200C\u062A\u0631 \u0648\u0627\u0631\u062F \u0647\u0631\u200C\u06A9\u062F\u0627\u0645 \u0627\u0632 \u0627\u06CC\u0646 \u0645\u0631\u0627\u062D\u0644 \u0634\u0648\u06CC\u0645."),Qc.forEach(l),Jr=f(u),A(Pe.$$.fragment,u),u.forEach(l),this.h()},h(){E(s,"name","hf:doc:metadata"),E(s,"content",JSON.stringify(Ci)),E(g,"id",""),E(B,"href","/course/chapter1"),E(gs,"dir","ltr"),E($s,"dir","ltr"),E(Ve,"class","block dark:hidden"),En(Ve.src,eo="https://huggingface.co/datasets/huggingface-course/documentation-images/resolve/main/en/chapter2/full_nlp_pipeline.svg")||E(Ve,"src",eo),E(Ve,"alt","The full NLP pipeline: tokenization of text, conversion to IDs, and inference through the Transformer model and the model head."),E(Ne,"class","hidden dark:block"),En(Ne.src,so="https://huggingface.co/datasets/huggingface-course/documentation-images/resolve/main/en/chapter2/full_nlp_pipeline-dark.svg")||E(Ne,"src",so),E(Ne,"alt","The full NLP pipeline: tokenization of text, conversion to IDs, and inference through the Transformer model and the model head."),E(Te,"class","flex justify-center"),E(vs,"id",""),E(Ge,"href","https://huggingface.co/models"),E(Ge,"rel","nofollow"),E(js,"dir","ltr"),E(He,"href","https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english"),E(He,"rel","nofollow"),E(Es,"dir","ltr"),E(Qe,"dir","ltr"),E(ks,"id",""),E(ws,"href","/course/chapter1"),E(ys,"id",""),E(We,"dir","ltr"),E(Ds,"id",""),E(Xe,"class","block dark:hidden"),En(Xe.src,to="https://huggingface.co/datasets/huggingface-course/documentation-images/resolve/main/en/chapter2/transformer_and_head.svg")||E(Xe,"src",to),E(Xe,"alt","A Transformer network alongside its head."),E(Ke,"class","hidden dark:block"),En(Ke.src,no="https://huggingface.co/datasets/huggingface-course/documentation-images/resolve/main/en/chapter2/transformer_and_head-dark.svg")||E(Ke,"src",no),E(Ke,"alt","A Transformer network alongside its head."),E(Ce,"class","flex justify-center"),E(ke,"dir","ltr"),E(As,"id",""),E(we,"dir","ltr"),E(ss,"href","https://en.wikipedia.org/wiki/Softmax_function"),E(ss,"rel","nofollow"),E(he,"dir","ltr"),E(De,"dir","ltr"),E(n,"dir","rtl")},m(h,x){e(document.head,s),F(h,p,x),M(t,h,x),F(h,m,x),F(h,n,x),e(n,g),e(g,b),e(n,C),rs[y].m(n,null),e(n,I),M(D,n,null),e(n,w),os[_].m(n,null),e(n,N),e(n,S),e(S,ge),e(S,B),e(B,kn),e(S,wn),e(n,yn),e(n,gs),M(xe,gs,null),e(n,In),e(n,Rs),e(Rs,Tn),e(n,Cn),e(n,$s),M(Se,$s,null),e(n,Dn),e(n,Us),e(Us,Pn),e(n,An),e(n,Te),e(Te,Ve),e(Te,Mn),e(Te,Ne),e(n,On),e(n,Qs),e(Qs,qn),e(n,Fn),e(n,vs),e(vs,xn),e(n,Sn),e(n,Le),e(Le,Vn),e(Le,Ys),e(Ys,Nn),e(Le,Ln),e(n,zn),e(n,$e),e($e,ze),e(ze,Gn),e(ze,Js),e(Js,Hn),e(ze,Bn),e($e,Rn),e($e,Ws),e(Ws,Un),e($e,Qn),e($e,Xs),e(Xs,Yn),e(n,Jn),e(n,R),e(R,Wn),e(R,Ge),e(Ge,Xn),e(R,Kn),e(R,js),e(js,Ks),e(Ks,Zn),e(R,el),e(R,Zs),e(Zs,sl),e(R,tl),e(n,nl),e(n,U),e(U,ll),e(U,et),e(et,al),e(U,rl),e(U,st),e(st,ol),e(U,cl),e(U,He),e(He,il),e(U,pl),e(n,ul),e(n,Es),M(Be,Es,null),e(n,dl),e(n,Re),e(Re,fl),e(Re,tt),e(tt,hl),e(Re,ml),e(n,_l),e(n,Ue),e(Ue,bl),e(Ue,nt),e(nt,gl),e(Ue,$l),e(n,vl),e(n,Qe),cs[Q].m(Qe,null),e(n,jl),e(n,ve),e(ve,El),e(ve,lt),e(lt,kl),e(ve,wl),e(ve,at),e(at,yl),e(ve,Il),e(n,Tl),is[J].m(n,null),e(n,ln),e(n,z),e(z,Cl),e(z,rt),e(rt,Dl),e(z,Pl),e(z,ot),e(ot,Al),e(z,Ml),e(z,ct),e(ct,Ol),e(z,ql),e(z,it),e(it,Fl),e(z,xl),e(n,Sl),e(n,ks),e(ks,Vl),e(n,Nl),ps[X].m(n,null),e(n,an),e(n,pt),e(pt,Ll),e(n,zl),e(n,G),e(G,Gl),e(G,ut),e(ut,Hl),e(G,Bl),e(G,dt),e(dt,Rl),e(G,Ul),e(G,ft),e(ft,Ql),e(G,Yl),e(G,ht),e(ht,Jl),e(G,Wl),e(n,Xl),e(n,mt),e(mt,Kl),e(n,Zl),e(n,je),e(je,ea),e(je,_t),e(_t,sa),e(je,ta),e(je,ws),e(ws,na),e(je,la),e(n,aa),e(n,ys),e(ys,ra),e(n,oa),e(n,Ye),e(Ye,ca),e(Ye,bt),e(bt,ia),e(Ye,pa),e(n,ua),e(n,Ee),e(Ee,gt),e(gt,Is),e(Is,$t),e($t,da),e(Is,fa),e(Ee,ha),e(Ee,vt),e(vt,Ts),e(Ts,jt),e(jt,ma),e(Ts,_a),e(Ee,ba),e(Ee,Je),e(Je,Cs),e(Cs,Et),e(Et,ga),e(Cs,$a),e(Je,va),e(Je,kt),e(kt,ja),e(n,Ea),e(n,wt),e(wt,ka),e(n,wa),e(n,We),us[Z].m(We,null),e(n,ya),e(n,se),e(se,Ia),e(se,yt),e(yt,Ta),e(se,Ca),e(se,It),e(It,Da),e(se,Pa),e(se,Tt),e(Tt,Aa),e(se,Ma),e(n,Oa),e(n,Ds),e(Ds,qa),e(n,Fa),e(n,Ct),e(Ct,xa),e(n,Sa),e(n,Ce),e(Ce,Xe),e(Ce,Va),e(Ce,Ke),e(n,Na),e(n,Dt),e(Dt,La),e(n,za),e(n,Pt),e(Pt,Ga),e(n,Ha),e(n,V),e(V,Ps),e(Ps,At),e(At,Ba),e(Ps,Ra),e(V,Ua),e(V,Mt),e(Mt,Ot),e(Ot,Qa),e(V,Ya),e(V,qt),e(qt,Ft),e(Ft,Ja),e(V,Wa),e(V,xt),e(xt,St),e(St,Xa),e(V,Ka),e(V,Vt),e(Vt,Nt),e(Nt,Za),e(V,er),e(V,Lt),e(Lt,zt),e(zt,sr),e(V,tr),e(V,Gt),e(Gt,Ht),e(Ht,nr),e(V,lr),e(V,Bt),e(Bt,ar),e(n,rr),ds[te].m(n,null),e(n,rn),e(n,Rt),e(Rt,or),e(n,cr),e(n,ke),M(Ze,ke,null),e(ke,ir),fs[le].m(ke,null),e(n,pr),e(n,Ut),e(Ut,ur),e(n,dr),e(n,As),e(As,fr),e(n,hr),e(n,Qt),e(Qt,mr),e(n,_r),e(n,we),M(es,we,null),e(we,br),hs[re].m(we,null),e(n,gr),e(n,H),e(H,$r),e(H,Yt),e(Yt,vr),e(H,jr),e(H,Jt),e(Jt,Er),e(H,kr),e(H,Wt),e(Wt,wr),e(H,yr),e(H,ss),e(ss,Ir),e(H,Tr),e(n,Cr),e(n,he),ms[ce].m(he,null),e(he,on),_s[pe].m(he,null),e(n,Dr),e(n,ye),e(ye,Pr),e(ye,Xt),e(Xt,Ar),e(ye,Mr),e(ye,Kt),e(Kt,Or),e(ye,qr),e(n,Fr),e(n,ts),e(ts,xr),e(ts,Zt),e(Zt,Sr),e(ts,Vr),e(n,Nr),e(n,De),M(ns,De,null),e(De,Lr),M(ls,De,null),e(n,zr),e(n,en),e(en,Gr),e(n,Hr),e(n,as),e(as,sn),e(sn,Br),e(as,Rr),e(as,tn),e(tn,Ur),e(n,Qr),e(n,nn),e(nn,Yr),e(n,Jr),M(Pe,n,null),cn=!0},p(h,[x]){const u={};x&1&&(u.fw=h[0]),t.$set(u);let Ms=y;y=ao(h),y!==Ms&&(fe(),$(rs[Ms],1,1,()=>{rs[Ms]=null}),de(),k=rs[y],k||(k=rs[y]=lo[y](h),k.c()),v(k,1),k.m(n,I));const bs={};x&2&&(bs.$$scope={dirty:x,ctx:h}),D.$set(bs);let Os=_;_=oo(h),_!==Os&&(fe(),$(os[Os],1,1,()=>{os[Os]=null}),de(),T=os[_],T||(T=os[_]=ro[_](h),T.c()),v(T,1),T.m(n,N));let qs=Q;Q=io(h),Q!==qs&&(fe(),$(cs[qs],1,1,()=>{cs[qs]=null}),de(),Y=cs[Q],Y||(Y=cs[Q]=co[Q](h),Y.c()),v(Y,1),Y.m(Qe,null));let Fs=J;J=uo(h),J!==Fs&&(fe(),$(is[Fs],1,1,()=>{is[Fs]=null}),de(),W=is[J],W||(W=is[J]=po[J](h),W.c()),v(W,1),W.m(n,ln));let xs=X;X=ho(h),X!==xs&&(fe(),$(ps[xs],1,1,()=>{ps[xs]=null}),de(),K=ps[X],K||(K=ps[X]=fo[X](h),K.c()),v(K,1),K.m(n,an));let Ss=Z;Z=_o(h),Z!==Ss&&(fe(),$(us[Ss],1,1,()=>{us[Ss]=null}),de(),ee=us[Z],ee||(ee=us[Z]=mo[Z](h),ee.c()),v(ee,1),ee.m(We,null));let Ae=te;te=go(h),te!==Ae&&(fe(),$(ds[Ae],1,1,()=>{ds[Ae]=null}),de(),ne=ds[te],ne||(ne=ds[te]=bo[te](h),ne.c()),v(ne,1),ne.m(n,rn));let Vs=le;le=vo(h),le!==Vs&&(fe(),$(fs[Vs],1,1,()=>{fs[Vs]=null}),de(),ae=fs[le],ae||(ae=fs[le]=$o[le](h),ae.c()),v(ae,1),ae.m(ke,null));let Ns=re;re=Eo(h),re!==Ns&&(fe(),$(hs[Ns],1,1,()=>{hs[Ns]=null}),de(),oe=hs[re],oe||(oe=hs[re]=jo[re](h),oe.c()),v(oe,1),oe.m(we,null));let Me=ce;ce=wo(h),ce!==Me&&(fe(),$(ms[Me],1,1,()=>{ms[Me]=null}),de(),ie=ms[ce],ie||(ie=ms[ce]=ko[ce](h),ie.c()),v(ie,1),ie.m(he,on));let Ls=pe;pe=Io(h),pe!==Ls&&(fe(),$(_s[Ls],1,1,()=>{_s[Ls]=null}),de(),ue=_s[pe],ue||(ue=_s[pe]=yo[pe](h),ue.c()),v(ue,1),ue.m(he,null));const Ie={};x&2&&(Ie.$$scope={dirty:x,ctx:h}),Pe.$set(Ie)},i(h){cn||(v(t.$$.fragment,h),v(k),v(D.$$.fragment,h),v(T),v(xe.$$.fragment,h),v(Se.$$.fragment,h),v(Be.$$.fragment,h),v(Y),v(W),v(K),v(ee),v(ne),v(Ze.$$.fragment,h),v(ae),v(es.$$.fragment,h),v(oe),v(ie),v(ue),v(ns.$$.fragment,h),v(ls.$$.fragment,h),v(Pe.$$.fragment,h),cn=!0)},o(h){$(t.$$.fragment,h),$(k),$(D.$$.fragment,h),$(T),$(xe.$$.fragment,h),$(Se.$$.fragment,h),$(Be.$$.fragment,h),$(Y),$(W),$(K),$(ee),$(ne),$(Ze.$$.fragment,h),$(ae),$(es.$$.fragment,h),$(oe),$(ie),$(ue),$(ns.$$.fragment,h),$(ls.$$.fragment,h),$(Pe.$$.fragment,h),cn=!1},d(h){l(s),h&&l(p),O(t,h),h&&l(m),h&&l(n),rs[y].d(),O(D),os[_].d(),O(xe),O(Se),O(Be),cs[Q].d(),is[J].d(),ps[X].d(),us[Z].d(),ds[te].d(),O(Ze),fs[le].d(),O(es),hs[re].d(),ms[ce].d(),_s[pe].d(),O(ns),O(ls),O(Pe)}}}const Ci={local:"",sections:[{local:"",title:"\u067E\u06CC\u0634\u200C\u067E\u0631\u062F\u0627\u0632\u0634 \u0628\u0627 \u062A\u0648\u06A9\u0650\u0646\u0627\u06CC\u0632\u0631"},{local:"",sections:[{local:"",title:"\u0628\u0631\u062F\u0627\u0631\u200C\u0647\u0627\u06CC \u0686\u0646\u062F \u0628\u0639\u062F\u06CC\u061F"},{local:"",title:"\u0633\u0631 \u0645\u062F\u0644: \u062F\u0631\u06A9 \u0627\u0639\u062F\u0627\u062F \u062F\u0631\u0648\u0646 \u0645\u062F\u0644"}],title:"\u06AF\u0630\u0631 \u0627\u0632 \u0645\u062F\u0644"},{local:"",title:"\u067E\u0633 \u067E\u0631\u062F\u0627\u0632\u0634 \u062E\u0631\u0648\u062C\u06CC"}],title:"\u067E\u0634\u062A \u0635\u062D\u0646\u0647 \u062E\u0637\u200C\u062A\u0648\u0644\u06CC\u062F"};function Di(j,s,p){let t="pt";return si(()=>{const m=new URLSearchParams(window.location.search);p(0,t=m.get("fw")||"pt")}),[t]}class Fi extends Xc{constructor(s){super();Kc(this,s,Di,Ti,Zc,{})}}export{Fi as default,Ci as metadata};
