{"id":32679,"date":"2026-06-02T03:56:42","date_gmt":"2026-06-01T18:56:42","guid":{"rendered":"https:\/\/jore2.com\/ai-11198-cs336-language-modeling-from-scratch\/"},"modified":"2026-06-02T17:28:26","modified_gmt":"2026-06-02T08:28:26","slug":"ai-11198-cs336-language-modeling-from-scratch","status":"publish","type":"post","link":"https:\/\/jore2.com\/?p=32679","title":{"rendered":"\uc2a4\ud0e0\ud3ec\ub4dc CS336, \uc65c AI \uac1c\ubc1c\uc790\ub4e4\uc774 ‘\ub9e8\uc190\uc73c\ub85c \uc5b8\uc5b4\ubaa8\ub378’\uc744 \ub9cc\ub4dc\ub294\uc9c0 \uc8fc\ubaa9\ud558\ub294\uac00"},"content":{"rendered":"
\n

\ucd5c\uc720\ub098<\/strong><\/p>\n<\/div>\n

\ucd5c\uadfc \uae00\ub85c\ubc8c AI \uac1c\ubc1c\uc790 \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \uc2a4\ud0e0\ud3ec\ub4dc\ub300\uc758 CS336 \uacfc\uc815\uc774 \ud070 \ud654\uc81c\ub97c \ubaa8\uc73c\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e8\uc21c\ud788 \uc644\uc131\ub41c \ubaa8\ub378\uc744 \uac00\uc838\ub2e4 \uc4f0\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \ub370\uc774\ud130 \uc815\uc81c\ubd80\ud130 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uad6c\uc870 \uc124\uacc4, \ud559\uc2b5, \uadf8\ub9ac\uace0 \ubc30\ud3ec \uc804 \ud3c9\uac00\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \ucc98\uc74c\ubd80\ud130 \ub05d\uae4c\uc9c0 \uc9c1\uc811 \ub9cc\ub4e4\uc5b4\ubcf4\ub294 \uacfc\uc815\uc774\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ub9c8\uce58 \uc6b4\uc601\uccb4\uc81c \uac15\uc758\uc5d0\uc11c \ucee4\ub110\uc744 \uc9c1\uc811 \uc9dc\ub294 \uac83\ucc98\ub7fc, \uc774 \uc218\uc5c5\uc740 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \ub0b4\ubd80 \uad6c\uc870\ub97c \uc644\uc804\ud788 \uc774\ud574\ud558\ub824\ub294 \uc5f4\ub9dd\uc744 \uac00\uc9c4 \uc774\ub4e4\uc5d0\uac8c \uc0c8\ub85c\uc6b4 \uae30\uc900\uc810\uc744 \uc81c\uc2dc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774 \uacfc\uc815\uc774 \uc8fc\ubaa9\ubc1b\ub294 \uac00\uc7a5 \ud070 \uc774\uc720\ub294 \uae30\uc874 AI \uac15\uc758\ub4e4\uacfc\ub294 \ud655\uc5f0\ud788 \ub2e4\ub978 \uc811\uadfc \ubc29\uc2dd \ub54c\ubb38\uc785\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \uac15\uc758\uac00 \ucd5c\uc18c\ud55c\uc758 \uc9c0\uc6d0 \uad6c\uc870\ub97c \uc81c\uacf5\ud558\uba70 \uac1c\ub150\uc744 \uc124\uba85\ud558\ub294 \ub370 \uadf8\uce5c\ub2e4\uba74, CS336\uc740 \ud559\uc0dd\ub4e4\uc5d0\uac8c \uac70\uc758 \uc544\ubb34\ub7f0 \ubc1c\ud310 \uc5c6\uc774 \ubc29\ub300\ud55c \uc591\uc758 \ud30c\uc774\uc36c \ucf54\ub4dc\ub97c \uc791\uc131\ud558\uac8c \ud569\ub2c8\ub2e4. \uc2e4\uc81c\ub85c 2025 \ub144 \ubc84\uc804\uc744 \uc218\uac15\ud55c \uac1c\ubc1c\uc790\ub4e4\uc740 \uccab \ub450 \ubc88\uc758 \uacfc\uc81c\ub9cc\uc73c\ub85c\ub3c4 \uc218\uac1c\uc6d4\uc758 \uc2dc\uac04\uacfc \ub9ce\uc740 \ub514\ubc84\uae45 \ub178\ub825\uc774 \ud544\uc694\ud588\ub2e4\uace0 \uace0\ubc31\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub2e8\uc21c\ud55c \uc774\ub860 \uc2b5\ub4dd\uc744 \ub118\uc5b4, \uc2e4\uc81c \ubaa8\ub378\uc774 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub294\uc9c0 \uccb4\uac10\ud558\uba70 \uc644\uc131\ud558\ub294 \uacfc\uc815\uc5d0\uc11c \uc624\ub294 \uc131\ucde8\uac10\uc774 \uc5bc\ub9c8\ub098 \ud070\uc9c0 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n

\ud558\uc9c0\ub9cc \uc774 \uacfc\uc815\uc774 \uac00\uc9c4 \ub9e4\ub825\ub9cc\ud07c\uc774\ub098 \ud604\uc2e4\uc801\uc778 \uc7a5\ubcbd\ub3c4 \uc874\uc7ac\ud569\ub2c8\ub2e4. \uac15\uc0ac\uc9c4\uc774 \uc138\uc2ec\ud558\uac8c \uc900\ube44\ud55c \uac15\uc758 \uc790\ub8cc\uc640 \uacfc\uc81c \uc124\uacc4\ub294 \uce6d\ucc2c\uc744 \ubc1b\uc9c0\ub9cc, \uc2e4\ud589 \ud658\uacbd\uc744 \uad6c\ucd95\ud558\ub294 \uacfc\uc815\uc740 \uc77c\ubc18 \uac1c\uc778\uc5d0\uac8c \ub2e4\uc18c \uae4c\ub2e4\ub86d\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ub9ac\ub205\uc2a4 \ud658\uacbd\uacfc \uc5d4\ube44\ub514\uc544 GPU, \ud2b9\uc815 CUDA \ubc84\uc804 \ub4f1\uc744 \uc694\uad6c\ud558\ub294 \uc124\uc815\uc740 \uc9d1\uc774\ub098 \uac1c\uc778 \uc5f0\uad6c\uc2e4\uc5d0\uc11c \uc811\uadfc\ud558\uae30\uc5d0\ub294 \ube44\uc6a9\uacfc \uae30\uc220\uc801 \ub09c\uc774\ub3c4\uac00 \ub192\uc2b5\ub2c8\ub2e4. \uc708\ub3c4\uc6b0 \uc0ac\uc6a9\uc790\uc758 \uacbd\uc6b0 WSL2 \ub97c \ud1b5\ud55c \uc6b0\ud68c \uc124\uc815\uc774 \uac00\ub2a5\ud558\uc9c0\ub9cc, \uc5ec\uc804\ud788 \uc9c4\uc785 \uc7a5\ubcbd\uc774 \ub0ae\uc9c0 \uc54a\uc544 \uc774 \ubd80\ubd84\uc774 \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \uac00\uc7a5 \ub9ce\uc774 \ub17c\uc758\ub418\ub294 \uc7c1\uc810\uc774 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc774\ub7ec\ud55c \ud750\ub984\uc740 \uc55e\uc73c\ub85c\uc758 AI \uac1c\ubc1c \ud2b8\ub80c\ub4dc\uac00 ‘\ube14\ub799\ubc15\uc2a4\ucc98\ub7fc \uc791\ub3d9\ud558\ub294 \ubaa8\ub378’\uc744 \uc0ac\uc6a9\ud558\ub294 \ub2e8\uacc4\uc5d0\uc11c, \uadf8 \ub0b4\ubd80 \uc6d0\ub9ac\ub97c \ud30c\uc545\ud558\uace0 \uc9c1\uc811 \uc81c\uc5b4\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc744 \uac16\ucd98 \uc804\ubb38\uac00\ub97c \uc694\uad6c\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \uc774\ub3d9\ud558\uace0 \uc788\uc74c\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4. \uc2a4\ud0e0\ud3ec\ub4dc CS336 \uacfc \uac19\uc740 \uacfc\uc815\uc774 \uc8fc\ubaa9\ubc1b\ub294 \uac83\uc740 \ub2e8\uc21c\ud788 \uad50\uc721 \ucee4\ub9ac\ud058\ub7fc\uc758 \ubcc0\ud654\uac00 \uc544\ub2c8\ub77c, AI \uae30\uc220\uc774 \uc131\uc219\uae30\uc5d0 \uc811\uc5b4\ub4e4\uba70 \uac1c\ubc1c\uc790\ub4e4\uc774 \ub354 \uae4a\uc774 \uc788\ub294 \uc774\ud574\ub97c \ubc14\ud0d5\uc73c\ub85c \ubaa8\ub378\uc744 \uc124\uacc4\ud558\uace0 \ucd5c\uc801\ud654\ud558\ub824\ub294 \uc2dc\ub3c4\uac00 \ud65c\ubc1c\ud574\uc9c0\uace0 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub294 \uc774\ub7ec\ud55c ‘\ub9e8\uc190 \uac1c\ubc1c’ \uacbd\ud5d8\uc744 \ud1b5\ud574 \uc5bb\uc740 \ud1b5\ucc30\uc774 \uc2e4\uc81c \uc0b0\uc5c5 \ud604\uc7a5\uc758 \ubaa8\ub378 \ud6a8\uc728\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\ub294 \ud575\uc2ec \uc5f4\uc1e0\uac00 \ub420 \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"

\ub2e8\uc21c\ud788 \uae30\uc874 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc744 \ub118\uc5b4, \ub370\uc774\ud130 \uc218\uc9d1\ubd80\ud130 \ud559\uc2b5, \ud3c9\uac00\uae4c\uc9c0 \uc804 \uacfc\uc815\uc744 \uc9c1\uc811 \uad6c\ud604\ud558\ub294 \uc2a4\ud0e0\ud3ec\ub4dc CS336 \uacfc\uc815\uc774 \uae00\ub85c\ubc8c AI \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \ub728\uac70\uc6b4 \uac10\uc790\ub85c \ub5a0\uc62c\ub790\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"author":8,"featured_media":32706,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8858],"tags":[7,3323,23040,10656,9420],"class_list":["post-32679","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai","tag-3323","tag-cs336","tag-10656","tag-9420"],"featured_image_urls":{"full":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/06\/maxresdefault.jpg",1280,720,false],"thumbnail":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/06\/maxresdefault-150x150.jpg",150,150,true],"medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/06\/maxresdefault-300x169.jpg",300,169,true],"medium_large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/06\/maxresdefault-768x432.jpg",640,360,true],"large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/06\/maxresdefault-1024x576.jpg",640,360,true],"1536x1536":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/06\/maxresdefault.jpg",1280,720,false],"2048x2048":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/06\/maxresdefault.jpg",1280,720,false],"morenews-large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/06\/maxresdefault-825x575.jpg",825,575,true],"morenews-medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/06\/maxresdefault-590x410.jpg",590,410,true]},"author_info":{"info":["\ucd5c\uc720\ub098"]},"category_info":"AI<\/a>","tag_info":"AI","comment_count":"0","_links":{"self":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/32679","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=32679"}],"version-history":[{"count":1,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/32679\/revisions"}],"predecessor-version":[{"id":32707,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/32679\/revisions\/32707"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/media\/32706"}],"wp:attachment":[{"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=32679"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=32679"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=32679"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}