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import{s as pe,o as ie,n as me}from"../chunks/scheduler.37c15a92.js";import{S as fe,i as re,g as p,s as n,r,A as ue,h as i,f as s,c as a,j as ne,u,x as m,k as ae,y as $e,a as l,v as $,d as o,t as h,w}from"../chunks/index.2bf4358c.js";import{T as oe}from"../chunks/Tip.363c041f.js";import{Y as he}from"../chunks/Youtube.1e50a667.js";import{C as Nt}from"../chunks/CodeBlock.4e987730.js";import{C as we}from"../chunks/CourseFloatingBanner.9ff4c771.js";import{H as b,E as je}from"../chunks/getInferenceSnippets.1837c472.js";function ce(et){let f,M="๐Ÿšจ ๐Ÿค— Transformers ์ €์žฅ์†Œ์˜ ๋งŽ์€ ๋ฌธ์ œ๋Š” ํŠธ๋žœ์Šคํฌ๋จธ๋ฅผ ์žฌํ˜„ํ•˜๋Š” ๋ฐ ์‚ฌ์šฉ๋œ ๋ฐ์ดํ„ฐ์— ์•ก์„ธ์Šคํ•  ์ˆ˜ ์—†๊ธฐ ๋•Œ๋ฌธ์— ํ•ด๊ฒฐ๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.";return{c(){f=p("p"),f.textContent=M},l(j){f=i(j,"P",{"data-svelte-h":!0}),m(f)!=="svelte-11g6xj8"&&(f.textContent=M)},m(j,q){l(j,f,q)},p:me,d(j){j&&s(f)}}}function be(et){let f,M,j,q,C,st,T,lt,g,St='Hugging Face ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์ค‘์—์„œ ์ด์ƒํ•œ ๊ฒƒ์„ ๋ฐœ๊ฒฌํ•˜๋ฉด ๊ณ ์น  ์ˆ˜ ์žˆ๋„๋ก ๋ฐ˜๋“œ์‹œ ์•Œ๋ ค์ฃผ์…”์•ผ ํ•ฉ๋‹ˆ๋‹ค(ํ•ด๋‹น ๋ฌธ์ œ์— ๋Œ€ํ•ด์„œ๋Š” ๋ชจ๋“  ์˜คํ”ˆ ์†Œ์Šค ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๊ฐ€ ๋™์ผ). ๋ฒ„๊ทธ๊ฐ€ ์ž์‹ ์˜ ์ฝ”๋“œ์— ์žˆ๋Š”์ง€ ๋˜๋Š” ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์— ์žˆ๋Š”์ง€ ํ™•์‹คํ•˜์ง€ ์•Š์€ ๊ฒฝ์šฐ ๊ฐ€์žฅ ๋จผ์ € <a href="https://discuss.huggingface.co/" rel="nofollow">ํฌ๋Ÿผ</a>์—์„œ ํ™•์ธํ•˜์„ธ์š”. ์ปค๋ฎค๋‹ˆํ‹ฐ์—์„œ ์ด๋ฅผ ํŒŒ์•…ํ•˜๋Š” ๋ฐ ๋„์›€์„ ์ค„ ๊ฒƒ์ด๋ฉฐ Hugging Face ํŒ€๋„ ๊ทธ๊ณณ์—์„œ ํ† ๋ก ์„ ๋ฉด๋ฐ€ํžˆ ๊ด€์ฐฐํ•ฉ๋‹ˆ๋‹ค.',nt,x,at,y,Ft="๋ฒ„๊ทธ๊ฐ€ ์žˆ๋‹ค๊ณ  ํ™•์‹ ํ•˜๋Š” ๊ฒฝ์šฐ ์ฒซ ๋ฒˆ์งธ ๋‹จ๊ณ„๋Š” ์ตœ์†Œํ•œ์˜ ์žฌํ˜„ ๊ฐ€๋Šฅํ•œ ์˜ˆ์ œ๋ฅผ ๋นŒ๋“œํ•˜๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค.",pt,v,it,U,It="๋ฒ„๊ทธ๋ฅผ ์ƒ์„ฑํ•˜๋Š” ์ฝ”๋“œ ์กฐ๊ฐ์„ ๋ถ„๋ฆฌํ•˜๋Š” ๊ฒƒ์ด ๋งค์šฐ ์ค‘์š”ํ•ฉ๋‹ˆ๋‹ค. Hugging Face ํŒ€์˜ ์–ด๋А ๋ˆ„๊ตฌ๋„ (์•„์ง) ๋งˆ์ˆ ์‚ฌ๊ฐ€ ์•„๋‹ˆ๋ฉฐ ๋ณผ ์ˆ˜ ์—†๋Š” ๊ฒƒ์„ ๊ณ ์น  ์ˆ˜ ์—†๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค. ์ตœ์†Œํ•œ์˜ ์žฌํ˜„ ๊ฐ€๋Šฅํ•œ ์˜ˆ๋Š” ์ด๋ฆ„์—์„œ ์•Œ ์ˆ˜ ์žˆ๋“ฏ์ด ์žฌํ˜„ ๊ฐ€๋Šฅํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์ฆ‰, ๊ฐ€์ง€๊ณ  ์žˆ๋Š” ์™ธ๋ถ€ ํŒŒ์ผ์ด๋‚˜ ๋ฐ์ดํ„ฐ์— ์˜์กดํ•ด์„œ๋Š” ์•ˆ ๋ฉ๋‹ˆ๋‹ค. ์‚ฌ์šฉ ์ค‘์ธ ๋ฐ์ดํ„ฐ๋ฅผ ์‹ค์ œ ๊ฐ’์ฒ˜๋Ÿผ ๋ณด์ด์ง€๋งŒ ์—ฌ์ „ํžˆ ๋™์ผํ•œ ์˜ค๋ฅ˜๋ฅผ ์ƒ์„ฑํ•˜๋Š” ์ผ๋ถ€ ๋”๋ฏธ ๊ฐ’์œผ๋กœ ๋ฐ”๊พธ์„ธ์š”.",mt,c,ft,d,zt="์ฝ”๋“œ๊ฐ€ ์ค€๋น„๋˜์—ˆ๋”๋ผ๋„ ๋” ์ ์€ ์ˆ˜์˜ ์ฝ”๋“œ๋กœ ์ค„์—ฌ์„œ ์šฐ๋ฆฌ๊ฐ€ <em>์ตœ์†Œ ์žฌํ˜„ ๊ฐ€๋Šฅํ•œ ์˜ˆ์ œ</em>๋ผ๊ณ  ๋ถ€๋ฅด๋Š” ๊ฒƒ์„ ๋งŒ๋“ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์—ฌ๊ธฐ์—๋Š” ์•ฝ๊ฐ„์˜ ์ถ”๊ฐ€ ์ž‘์—…์ด ํ•„์š”ํ•˜์ง€๋งŒ ๋ฉ‹์ง€๊ณ  ์งง์€ ๋ฒ„๊ทธ ์žฌํ˜„ ์ฝ”๋“œ๋ฅผ ์ œ๊ณตํ•˜๋ฉด ์ฝ”๋“œ ์ˆ˜์ •์— ๋Œ€ํ•œ ๋„์›€์ด ๋ณด์žฅ๋ฉ๋‹ˆ๋‹ค.",rt,J,Zt="์–ด๋ ต์ง€ ์•Š๋‹ค๋ฉด ๋ฒ„๊ทธ๊ฐ€ ๋ฐœ์ƒํ•œ ์†Œ์Šค ์ฝ”๋“œ๋ฅผ ๊ฒ€์‚ฌํ•ด๋ณด์„ธ์š”. ๋ฌธ์ œ์— ๋Œ€ํ•œ ํ•ด๊ฒฐ์ฑ…์„ ์ฐพ์„ ์ˆ˜ ์žˆ์ง€๋งŒ(์ด ๊ฒฝ์šฐ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๊ธฐ ์œ„ํ•ด ์ง์ ‘ ํ’€ ์š”์ฒญ์„ ์ œ์•ˆํ•  ์ˆ˜๋„ ์žˆ์Œ) ์ผ๋ฐ˜์ ์œผ๋กœ ์ด๊ฒƒ์€ ์†Œ์Šค์ฝ”๋“œ ๋ฉ”์ธํ…Œ์ด๋„ˆ๊ฐ€ ๋ณด๊ณ ์„œ๋ฅผ ์ฝ์„ ๋•Œ ์†Œ์Šค๋ฅผ ๋” ์ž˜ ์ดํ•ดํ•˜๋Š” ๋ฐ ๋„์›€์„ ์ค„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.",ut,_,$t,k,Qt='์ด์Šˆ๋ฅผ ์ œ์ถœํ•˜๋ฉด ์ž‘์„ฑํ•  ํ…œํ”Œ๋ฆฟ์ด ์žˆ์Œ์„ ์•Œ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์—ฌ๊ธฐ์—์„œ <a href="https://github.com/huggingface/transformers/issues/new/choose" rel="nofollow">๐Ÿค— Transformers issues</a>์— ๋Œ€ํ•œ ์ •๋ณด๋ฅผ ๋”ฐ๋ฅด์ง€๋งŒ ๋‹ค๋ฅธ ํ”„๋กœ์ ํŠธ์˜ ์ €์žฅ์†Œ์—์„œ ๋ฌธ์ œ๋ฅผ ๋ณด๊ณ ํ•˜๋Š” ๊ฒฝ์šฐ์—๋„ ๋™์ผํ•œ ์ข…๋ฅ˜์˜ ์ •๋ณด๊ฐ€ ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค. ํ…œํ”Œ๋ฆฟ์„ ๋น„์›Œ๋‘์ง€ ๋งˆ์„ธ์š”. ์‹œ๊ฐ„์„ ๋“ค์—ฌ ํ…œํ”Œ๋ฆฟ์„ ์ž‘์„ฑํ•˜๋ฉด ๋‹ต์„ ์–ป๊ณ  ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•  ๊ฐ€๋Šฅ์„ฑ์ด ๊ทน๋Œ€ํ™”๋ฉ๋‹ˆ๋‹ค.',ot,B,Yt='์ผ๋ฐ˜์ ์œผ๋กœ ๋ฌธ์ œ๋ฅผ ์ œ๊ธฐํ•  ๋•Œ๋Š” ํ•ญ์ƒ ์ •์ค‘ํ•˜๊ฒŒ ํ–‰๋™ํ•˜์„ธ์š”. ์ด ํ”„๋กœ์ ํŠธ๋Š” ์˜คํ”ˆ์†Œ์Šค ์ด๋ฏ€๋กœ ์—ฌ๋Ÿฌ๋ถ„์€ ๋ฌด๋ฃŒ ์†Œํ”„ํŠธ์›จ์–ด๋ฅผ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์œผ๋ฉฐ ์•„๋ฌด๋„ ์—ฌ๋Ÿฌ๋ถ„์„ ๋„์šธ ์˜๋ฌด๋Š” ์—†์Šต๋‹ˆ๋‹ค. ์ด์Šˆ์— ์ •๋‹นํ•œ ๋น„ํŒ์ด๋ผ๊ณ  ์ƒ๊ฐํ•˜๋Š” ๊ฒƒ์„ ํฌํ•จํ•  ์ˆ˜ ์žˆ์ง€๋งŒ, ๊ทธ๋Ÿฌ๋ฉด ๋ฉ”์ธํ…Œ์ด๋„ˆ๋Š” ๊ทธ๊ฒƒ์„ ๋‚˜์˜๊ฒŒ ๋ฐ›์•„๋“ค์ด๊ณ  ์„œ๋‘๋ฅด์ง€ ์•Š์„ ๊ฒƒ์ž…๋‹ˆ๋‹ค. ํ”„๋กœ์ ํŠธ์˜ <a href="https://github.com/huggingface/transformers/blob/master/CODE_OF_CONDUCT.md" rel="nofollow">ํ–‰๋™ ๊ฐ•๋ น</a>์„ ๋ฐ˜๋“œ์‹œ ์ฝ์–ด๋ณด์„ธ์š”.',ht,P,wt,L,Vt="๐Ÿค— Transformers๋Š” ์‚ฌ์šฉ์ž ํ™˜๊ฒฝ์— ๋Œ€ํ•ด ํ•„์š”ํ•œ ๋ชจ๋“  ์ •๋ณด๋ฅผ ์–ป์„ ์ˆ˜ ์žˆ๋Š” ์œ ํ‹ธ๋ฆฌํ‹ฐ๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ํ„ฐ๋ฏธ๋„์— ๋‹ค์Œ์„ ์ž…๋ ฅํ•˜๊ธฐ๋งŒ ํ•˜๋ฉด ๋ฉ๋‹ˆ๋‹ค.:",jt,G,ct,H,Xt="๊ทธ๋Ÿฌ๋ฉด ์•„๋ž˜์™€ ๊ฐ™์€ ์ •๋ณด๋ฅผ ์–ป๊ฒŒ ๋ฉ๋‹ˆ๋‹ค.:",bt,E,Mt,N,At="<code>transformers-cli env</code> ๋ช…๋ น ์‹œ์ž‘ ๋ถ€๋ถ„์— <code>!</code>๋ฅผ ์ถ”๊ฐ€ํ•˜์—ฌ ์ฃผํ”ผํ„ฐ ๋…ธํŠธ๋ถ ์…€์—์„œ ์‹คํ–‰ํ•œ ๋‹ค์Œ ๋ฌธ์ œ ์‹œ์ž‘ ๋ถ€๋ถ„์— ๊ฒฐ๊ณผ๋ฅผ ๋ณต์‚ฌํ•˜์—ฌ ๋ถ™์—ฌ๋„ฃ์„ ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค.",Ct,S,Tt,F,Rt="<code>@</code>๋ฅผ ์ž…๋ ฅํ•˜์—ฌ ์‚ฌ๋žŒ๋“ค์„ ํƒœ๊ทธํ•˜๋ฉด ๊นƒํ—ˆ๋ธŒ๋ฅผ ํ†ตํ•ด ์•Œ๋ฆผ์ด ์ „์†ก๋˜์–ด ๋ฌธ์ œ๋ฅผ ํ™•์ธํ•˜๊ณ  ๋” ๋นจ๋ฆฌ ์‘๋‹ตํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋‹น์‹ ์ด ํƒœ๊ทธํ•œ ์‚ฌ๋žŒ๋“ค์ด ์ง์ ‘์ ์ธ ๋งํฌ๊ฐ€ ์—†๋Š” ๊ฒƒ์— ๋Œ€ํ•ด ์•Œ๋ฆผ์„ ๋ฐ›๋Š” ๊ฒƒ์„ ๋‹ฌ๊ฐ€์›Œํ•˜์ง€ ์•Š์„ ์ˆ˜ ์žˆ๊ธฐ ๋•Œ๋ฌธ์— ์ด๊ฒƒ์„ ์ ๋‹นํžˆ ์‚ฌ์šฉํ•˜์„ธ์š”. ๋ฒ„๊ทธ์™€ ๊ด€๋ จ๋œ ์†Œ์Šค ํŒŒ์ผ์„ ์‚ดํŽด๋ณธ ๊ฒฝ์šฐ ๋ฌธ์ œ์˜ ์›์ธ์ด๋ผ๊ณ  ์ƒ๊ฐ๋˜๋Š” ์ค„์—์„œ ๋งˆ์ง€๋ง‰์œผ๋กœ ๋ณ€๊ฒฝํ•œ ์‚ฌ๋žŒ์„ ํƒœ๊ทธํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค(์ด ์ •๋ณด๋Š” GitHub์—์„œ ํ•ด๋‹น ์ค„์„ ๋ณด๊ณ  ์„ ํƒํ•œ ๋‹ค์Œ โ€œView git blameโ€ ํด๋ฆญ).",gt,I,Wt="์•„๋‹ˆ๋ฉด ํ…œํ”Œ๋ฆฟ์—์„œ ํƒœ๊ทธ๋ฅผ ์ง€์ •ํ•  ์‚ฌ๋žŒ์— ๋Œ€ํ•œ ์ œ์•ˆ์„ ๋ฐ›์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ผ๋ฐ˜์ ์œผ๋กœ 3๋ช… ์ด์ƒ ํƒœ๊ทธํ•˜์ง€ ๋งˆ์„ธ์š”!",xt,z,yt,Z,Ot="๋ฒ„๊ทธ๋ฅผ ์ƒ์„ฑํ•˜๋Š” ์˜ˆ์ œ๋ฅผ ์ƒ์„ฑํ–ˆ๋‹ค๋ฉด ์ด์ œ ๋ฒ„๊ทธ๋ฅผ ํฌํ•จํ•  ๋•Œ์ž…๋‹ˆ๋‹ค! ๋‹ค์Œ๊ณผ ๊ฐ™์ด ๋ฐฑํ‹ฑ ์„ธ ๊ฐœ ๋’ค์— <code>python</code>์ด ์˜ค๋Š” ํ–‰์„ ์ž…๋ ฅํ•˜์„ธ์š”.:",vt,Q,Ut,Y,Dt="๊ทธ๋Ÿฐ ๋‹ค์Œ ์ตœ์†Œํ•œ์˜ ์žฌํ˜„ ๊ฐ€๋Šฅํ•œ ์˜ˆ๋ฅผ ๋ถ™์—ฌ๋„ฃ๊ณ  ์„ธ ๊ฐœ์˜ ๋ฐฑํ‹ฑ์ด ์žˆ๋Š” ์ƒˆ ์ค„์„ ์ž…๋ ฅํ•ฉ๋‹ˆ๋‹ค. ์ด๋ ‡๊ฒŒ ํ•˜๋ฉด ์ฝ”๋“œ์˜ ํ˜•์‹์ด ์˜ฌ๋ฐ”๋ฅด๊ฒŒ ์ง€์ •๋ฉ๋‹ˆ๋‹ค.",dt,V,Kt="์žฌํ˜„ ๊ฐ€๋Šฅํ•œ ์˜ˆ์ œ๋ฅผ ์ƒ์„ฑํ•˜์ง€ ๋ชปํ•œ ๊ฒฝ์šฐ ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ๋ช…ํ™•ํ•œ ๋‹จ๊ณ„๋กœ ์„ค๋ช…ํ•˜์„ธ์š”. ๊ฐ€๋Šฅํ•œ ๊ฒฝ์šฐ ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•œ Google Colab ๋…ธํŠธ๋ถ์— ๋Œ€ํ•œ ๋งํฌ๋ฅผ ํฌํ•จํ•ฉ๋‹ˆ๋‹ค. ๋” ๋งŽ์€ ์ •๋ณด๋ฅผ ๊ณต์œ ํ• ์ˆ˜๋ก ๋ฉ”์ธํ…Œ์ด๋„ˆ๊ฐ€ ๋” ์ž˜ ๋‹ต๋ณ€ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.",Jt,X,qt="๋ชจ๋“  ๊ฒฝ์šฐ์— ํ‘œ์‹œ๋˜๋Š” ์ „์ฒด ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€๋ฅผ ๋ณต์‚ฌํ•˜์—ฌ ๋ถ™์—ฌ๋„ฃ์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. Colab์—์„œ ์ž‘์—…ํ•˜๋Š” ๊ฒฝ์šฐ ์ผ๋ถ€ ํ”„๋ ˆ์ž„์ด Traceback์—์„œ ์ž๋™์œผ๋กœ ์ถ•์†Œ๋  ์ˆ˜ ์žˆ์œผ๋ฏ€๋กœ ๋ณต์‚ฌํ•˜๊ธฐ ์ „์— ํ”„๋ ˆ์ž„์„ ํ™•์žฅํ–ˆ๋Š”์ง€ ํ™•์ธํ•˜์„ธ์š”. ์ฝ”๋“œ ์ƒ˜ํ”Œ๊ณผ ๋งˆ์ฐฌ๊ฐ€์ง€๋กœ ์„ธ ๊ฐœ์˜ ๋ฐฑํ‹ฑ์ด ์žˆ๋Š” ๋‘ ์ค„ ์‚ฌ์ด์— ํ•ด๋‹น ์˜ค๋ฅ˜ ๋ฉ”์‹œ์ง€๋ฅผ ๋„ฃ์–ด ํ˜•์‹์ด ์˜ฌ๋ฐ”๋ฅด๊ฒŒ ์ง€์ •๋˜๋„๋ก ํ•ฉ๋‹ˆ๋‹ค.",_t,A,kt,R,te="๋ฉ”์ธํ…Œ์ด๋„ˆ๊ฐ€ ๋ฌธ์ œ๋ฅผ ์™„์ „ํžˆ ์ดํ•ดํ•  ์ˆ˜ ์žˆ๋„๋ก ๊ธฐ๋Œ€ํ–ˆ๋˜ ๊ฒƒ์„ ๋ช‡ ์ค„๋กœ ์„ค๋ช…ํ•˜์„ธ์š”. ์ด ๋ถ€๋ถ„์€ ์ผ๋ฐ˜์ ์œผ๋กœ ๊ฝค ๋ป”ํ•˜๊ธฐ ๋•Œ๋ฌธ์— ํ•œ ๋ฌธ์žฅ์— ์ •๋ฆฌ๊ฐ€ ๋˜์–ด์•ผ ๊ฒ ์ง€๋งŒ ๊ฒฝ์šฐ์— ๋”ฐ๋ผ ํ•  ๋ง์ด ๋งŽ์„ ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค.",Bt,W,Pt,O,ee="์ด์Šˆ๋ฅผ ์ œ์ถœํ•˜๊ณ ๋‚˜์„œ ๋ชจ๋“  ๊ฒƒ์ด ๊ดœ์ฐฎ์€์ง€ ๊ฐ„๋‹จํ•˜๊ฒŒ ํ™•์ธํ•˜์„ธ์š”. ์‹ค์ˆ˜๋ฅผ ํ•œ ๊ฒฝ์šฐ ์ด์Šˆ๋ฅผ ํŽธ์ง‘ํ•˜๊ฑฐ๋‚˜ ๋ฌธ์ œ๊ฐ€ ์ฒ˜์Œ ์ƒ๊ฐํ•œ ๊ฒƒ๊ณผ ๋‹ค๋ฅด๋‹ค๋Š” ๊ฒƒ์„ ์•Œ๊ฒŒ ๋œ ๊ฒฝ์šฐ ์ œ๋ชฉ์„ ๋ณ€๊ฒฝํ•  ์ˆ˜๋„ ์žˆ์Šต๋‹ˆ๋‹ค.",Lt,D,se="๋‹ต์„ ์–ป์ง€ ๋ชปํ•˜๋ฉด ์‚ฌ๋žŒ๋“ค์—๊ฒŒ ํ•‘์„ ๋‚ ๋ฆด ์ด์œ ๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค. ๋ฉฐ์น  ๋™์•ˆ ์•„๋ฌด๋„ ๋‹น์‹ ์„ ๋„์™€์ฃผ์ง€ ์•Š๋Š”๋‹ค๋ฉด ์•„๋ฌด๋„ ์ด ๋ฌธ์ œ๋ฅผ ์ดํ•ดํ•  ์ˆ˜ ์—†๋‹ค๋Š” ์ด์•ผ๊ธฐ ์ž…๋‹ˆ๋‹ค. ์žฌํ˜„ ๊ฐ€๋Šฅํ•œ ์˜ˆ๋กœ ๋Œ์•„๊ฐ€๋Š” ๊ฒƒ์„ ์ฃผ์ €ํ•˜์ง€ ๋งˆ์‹ญ์‹œ์˜ค. ๋” ์งง๊ณ  ๋” ์š”์ ์„ ๋งŒ๋“ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๊นŒ? ์ผ์ฃผ์ผ ์•ˆ์— ๋‹ต๋ณ€์„ ๋ฐ›์ง€ ๋ชปํ•œ ๊ฒฝ์šฐ, ํŠนํžˆ ๋ฌธ์ œ์— ๋Œ€ํ•œ ์ž์„ธํ•œ ์ •๋ณด๋ฅผ ํฌํ•จํ•˜๋„๋ก ๋ฌธ์ œ๋ฅผ ํŽธ์ง‘ํ•œ ๊ฒฝ์šฐ ๋ถ€๋“œ๋Ÿฝ๊ฒŒ ๋„์›€์„ ์š”์ฒญํ•˜๋Š” ๋ฉ”์‹œ์ง€๋ฅผ ๋‚จ๊ธธ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.",Gt,K,Ht,tt,Et;return C=new b({props:{title:"์ข‹์€ ์ด์Šˆ๋ฅผ ์ž‘์„ฑํ•˜๋Š” ๋ฒ•",local:"์ข‹์€-์ด์Šˆ๋ฅผ-์ž‘์„ฑํ•˜๋Š”-๋ฒ•",headingTag:"h1"}}),T=new we({props:{chapter:8,classNames:"absolute z-10 right-0 top-0",notebooks:[{label:"Google Colab",value:"https://colab.research.google.com/github/huggingface/notebooks/blob/master/course/en/chapter8/section5.ipynb"},{label:"Aws Studio",value:"https://studiolab.sagemaker.aws/import/github/huggingface/notebooks/blob/master/course/en/chapter8/section5.ipynb"}]}}),x=new he({props:{id:"_PAli-V4wj0"}}),v=new b({props:{title:"์žฌํ˜„ ๊ฐ€๋Šฅํ•œ ์ตœ์†Œํ•œ์˜ ์˜ˆ์ œ ๋งŒ๋“ค๊ธฐ",local:"์žฌํ˜„-๊ฐ€๋Šฅํ•œ-์ตœ์†Œํ•œ์˜-์˜ˆ์ œ-๋งŒ๋“ค๊ธฐ",headingTag:"h2"}}),c=new oe({props:{$$slots:{default:[ce]},$$scope:{ctx:et}}}),_=new b({props:{title:"์ด์Šˆ ํ…œํ”Œ๋ฆฟ ์ž‘์„ฑํ•˜๊ธฐ",local:"์ด์Šˆ-ํ…œํ”Œ๋ฆฟ-์ž‘์„ฑํ•˜๊ธฐ",headingTag:"h2"}}),P=new b({props:{title:"๊ฐœ๋ฐœ ํ™˜๊ฒฝ ์ •๋ณด ํฌํ•จ",local:"๊ฐœ๋ฐœ-ํ™˜๊ฒฝ-์ •๋ณด-ํฌํ•จ",headingTag:"h3"}}),G=new Nt({props:{code:"dHJhbnNmb3JtZXJzLWNsaSUyMGVudg==",highlighted:'transformers-<span class="hljs-keyword">cli</span> env',wrap:!1}}),E=new Nt({props:{code:"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",highlighted:`<span class="hljs-keyword">Copy</span>-<span class="hljs-keyword">and</span>-paste the <span class="hljs-type">text</span> below <span class="hljs-keyword">in</span> your GitHub issue <span class="hljs-keyword">and</span> FILL <span class="hljs-keyword">OUT</span> the two last points.
- \`transformers\` <span class="hljs-keyword">version</span>: <span class="hljs-number">4.12</span><span class="hljs-number">.0</span>.dev0
- Platform: Linux<span class="hljs-number">-5.10</span><span class="hljs-number">.61</span><span class="hljs-number">-1</span>-MANJARO-x86_64-<span class="hljs-keyword">with</span>-arch-Manjaro-Linux
- Python <span class="hljs-keyword">version</span>: <span class="hljs-number">3.7</span><span class="hljs-number">.9</span>
- PyTorch version (GPU?): <span class="hljs-number">1.8</span><span class="hljs-number">.1</span>+cu111 (<span class="hljs-keyword">True</span>)
- Tensorflow version (GPU?): <span class="hljs-number">2.5</span><span class="hljs-number">.0</span> (<span class="hljs-keyword">True</span>)
- Flax version (CPU?/GPU?/TPU?): <span class="hljs-number">0.3</span><span class="hljs-number">.4</span> (cpu)
- Jax <span class="hljs-keyword">version</span>: <span class="hljs-number">0.2</span><span class="hljs-number">.13</span>
- JaxLib <span class="hljs-keyword">version</span>: <span class="hljs-number">0.1</span><span class="hljs-number">.65</span>
- <span class="hljs-keyword">Using</span> GPU <span class="hljs-keyword">in</span> script?: &lt;fill <span class="hljs-keyword">in</span>&gt;
- <span class="hljs-keyword">Using</span> distributed <span class="hljs-keyword">or</span> parallel <span class="hljs-keyword">set</span>-up <span class="hljs-keyword">in</span> script?: &lt;fill <span class="hljs-keyword">in</span>&gt;`,wrap:!1}}),S=new b({props:{title:"์‚ฌ๋žŒ ํƒœ๊น…ํ•˜๊ธฐ",local:"์‚ฌ๋žŒ-ํƒœ๊น…ํ•˜๊ธฐ",headingTag:"h3"}}),z=new b({props:{title:"์žฌํ˜„ ๊ฐ€๋Šฅํ•œ ์˜ˆ์ œ ํฌํ•จํ•˜๊ธฐ",local:"์žฌํ˜„-๊ฐ€๋Šฅํ•œ-์˜ˆ์ œ-ํฌํ•จํ•˜๊ธฐ",headingTag:"h3"}}),Q=new Nt({props:{code:"JTYwJTYwJTYwcHl0aG9u",highlighted:"```python",wrap:!1}}),A=new b({props:{title:"๊ธฐ๋Œ€ํ•˜๋Š” ๋™์ž‘ ์„ค๋ช…ํ•˜๊ธฐ",local:"๊ธฐ๋Œ€ํ•˜๋Š”-๋™์ž‘-์„ค๋ช…ํ•˜๊ธฐ",headingTag:"h3"}}),W=new b({props:{title:"๊ทธ ๋‹ค์Œ?",local:"๊ทธ-๋‹ค์Œ",headingTag:"h2"}}),K=new 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