{"id":45798,"date":"2026-08-10T19:07:14","date_gmt":"2026-08-10T10:07:14","guid":{"rendered":"https:\/\/jore2.com\/?p=45798"},"modified":"2026-08-10T19:07:14","modified_gmt":"2026-08-10T10:07:14","slug":"ai-50250-making-knowledge-distillation-cheap-enough-to-run-at-scale","status":"publish","type":"post","link":"https:\/\/jore2.com\/?p=45798","title":{"rendered":"\uac70\ub300 \ubaa8\ub378\uc758 \uadf8\ub9bc\uc790\ub97c \uac00\ubccd\uac8c: \uc9c0\uc2dd \uc99d\ub958 \ube44\uc6a9 \uc808\uac10\uc774 \uac00\uc838\uc62c AI \uc0b0\uc5c5\uc758 \ubcc0\ud654"},"content":{"rendered":"<div class=\"jore2-editor-byline\">\n<p><strong>\ubc30\uc18c\ub77c<\/strong><\/p>\n<\/div>\n<p>\ucd5c\uadfc \uc778\uacf5\uc9c0\ub2a5 \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \ub728\uac70\uc6b4 \uac10\uc790\ub294 \uac70\ub300 \ubaa8\ub378\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc555\ucd95\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc218\ucc9c\uc5b5 \uac1c\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac00\uc9c4 \ucd5c\uc2e0 \ubaa8\ub378\ub4e4\uc744 \uc2e4\uc81c \uc11c\ube44\uc2a4\uc5d0 \uc801\uc6a9\ud558\ub824\uba74 \ub9c9\ub300\ud55c \uba54\ubaa8\ub9ac \uacf5\uac04\uacfc \uc5f0\uc0b0 \ub2a5\ub825\uc774 \ud544\uc694\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\ud788 \uae40\ubbf8-K3 \uac19\uc740 \ubaa8\ub378\uc740 \ub85c\ub4dc\ub9cc \ud558\ub354\ub77c\ub3c4 3 \ud14c\ub77c\ubc14\uc774\ud2b8\uc5d0 \ub2ec\ud558\ub294 VRAM \uc744 \uc694\uad6c\ud560 \uc815\ub3c4\ub85c \ubb34\uac81\uc2b5\ub2c8\ub2e4. \uc774\ub7f0 \ubb3c\ub9ac\uc801 \ud55c\uacc4 \ub54c\ubb38\uc5d0 \ub9ce\uc740 \uae30\uc5c5\uc774 \ubaa8\ub378\uc744 \uc791\uac8c \uc904\uc774\ub824\ub294 \uc2dc\ub3c4\ub97c \ubc18\ubcf5\ud574 \uc654\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uc2dd \uc99d\ub958 \uae30\uc220\uc740 \ud070 \uad50\uc0ac \ubaa8\ub378\uc758 \ub2a5\ub825\uc744 \uc791\uc740 \ud559\uc0dd \ubaa8\ub378\uc5d0 \uc804\ub2ec\ud558\ub294 \uace0\uc804\uc801\uc778 \ubc29\ubc95\uc774\uc9c0\ub9cc, \ucd5c\uadfc \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\ub4e4\uc758 \ub4f1\uc7a5\uacfc \ud568\uaed8 \uadf8 \uc911\uc694\uc131\uc774 \ub2e4\uc2dc \ubd80\uac01\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>## \uae30\uc874 \ubc29\uc2dd\uc758 \ud55c\uacc4\uc640 \uc0c8\ub85c\uc6b4 \ub3cc\ud30c\uad6c<\/p>\n<p>\uc9c0\uc2dd \uc99d\ub958\uc758 \ud575\uc2ec\uc740 \uad50\uc0ac\uc640 \ud559\uc0dd \ubaa8\ub378\uc774 \ub3d9\uc2dc\uc5d0 \uba54\ubaa8\ub9ac\uc5d0 \uc0c1\uc8fc\ud558\uba70 \ud559\uc2b5\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \uc804\uccb4 \uc5b4\ud718\uc5d0 \ub300\ud55c \ud655\ub960 \ubd84\ud3ec\ub97c \ub9e4 \ud1a0\ud070\ub9c8\ub2e4 \uc0dd\uc131\ud574\uc57c \ud558\uae30 \ub54c\ubb38\uc5d0 VRAM \uc0ac\uc6a9\ub7c9\uc774 \uae30\ud558\uae09\uc218\uc801\uc73c\ub85c \ub298\uc5b4\ub0a9\ub2c8\ub2e4.<\/p>\n<p>\uc218\ubc31 \uac1c\uc758 GPU \uc640 \uc815\uad50\ud55c \ud150\uc11c \ubcd1\ub82c\ud654 \uc804\ub7b5\uc774 \uc5c6\uc73c\uba74 \uc774 \uc791\uc5c5\uc744 \uc218\ud589\ud558\uae30 \uc5b4\ub824\uc6e0\ub358 \uac83\uc774 \uc0ac\uc2e4\uc785\ub2c8\ub2e4. \uba40\ud2f0\ubc84\uc2a4 \ucef4\ud4e8\ud305\uc5d0\uc11c \ubc1c\ud45c\ud55c \ucd5c\uc2e0 \ub17c\ubb38\uc740 \ubc14\ub85c \uc774 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub450 \uac00\uc9c0 \uc2dc\uc2a4\ud15c\uc801 \ubcc0\ud654\ub97c \uc81c\uc548\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uccab \ubc88\uc9f8\ub294 \uad50\uc0ac\uc758 \uc0c1\uc704 K \uac1c \ub85c\uadf8\uc774\ud2b8\ub97c \ud55c \ubc88\ub9cc \uce90\uc2f1\ud558\uc5ec \uad50\uc0ac\uac00 \ud559\uc2b5 \uc911 \ud559\uc0dd\uacfc \ud568\uaed8 \uba54\ubaa8\ub9ac\uc5d0 \uc788\uc744 \ud544\uc694\uac00 \uc5c6\uac8c \ub9cc\ub4dc\ub294 \uac83\uc785\ub2c8\ub2e4. \ub450 \ubc88\uc9f8\ub294 \uba54\ubaa8\ub9ac \ud6a8\uc728\uc774 \ub192\uc740 \uc0c8\ub85c\uc6b4 \uc190\uc2e4 \ud568\uc218\ub97c \ub3c4\uc785\ud558\uc5ec \uc804\uccb4 \ud30c\uc774\ud504\ub77c\uc778\uc758 \ubd80\ud558\ub97c \uc904\uc774\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \uae30\uc220\uc801 \ud601\uc2e0\uc740 \ub2e8\uc21c\ud788 \ube44\uc6a9 \uc808\uac10\uc744 \ub118\uc5b4 AI \ubaa8\ub378\uc758 \ubc30\ud3ec \ubc29\uc2dd\uc744 \uadfc\ubcf8\uc801\uc73c\ub85c \ubc14\uafc0 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5d4\ube44\ub514\uc544\uc758 \ub124\ubaa8\ud2b8\ub860 3 \ud37c\uc990 75B \ub098 \uba40\ud2f0\ubc84\uc2a4 \ucef4\ud4e8\ud305\uc758 \ud558\uc774\ud37c\ub178\ubc14 60B \uac19\uc740 \uace0\ud488\uc9c8 \uc555\ucd95 \ubaa8\ub378\ub4e4\uc774 \ucd5c\uadfc \ucd9c\uc2dc\ub41c \ubc30\uacbd\uc5d0\ub294 \ubc14\ub85c \uc774\ub7ec\ud55c \ud6a8\uc728\uc131 \uac1c\uc120\uc774 \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc5c5\ub4e4\uc740 \uc774\uc81c \uac70\ub300\ud55c \ubaa8\ub378\uc744 \uadf8\ub300\ub85c \uc720\uc9c0\ud558\uc9c0 \uc54a\uace0\ub3c4 \uc720\uc0ac\ud55c \uc131\ub2a5\uc744 \ub0b4\ub294 \uacbd\ub7c9 \ubaa8\ub378\uc744 \uc190\uc27d\uac8c \uad6c\ucd95\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ud074\ub77c\uc6b0\ub4dc \ube44\uc6a9 \ubd80\ub2f4\uc744 \ud06c\uac8c \ub0ae\ucd94\uba74\uc11c\ub3c4 \uc2e4\uc2dc\uac04 \uc751\ub2f5 \uc18d\ub3c4\ub97c \ub192\uc774\ub294 \ud6a8\uacfc\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.<\/p>\n<p>## \uc2e4\uc81c \uc0b0\uc5c5\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uacfc \ud5a5\ud6c4 \uc804\ub9dd<\/p>\n<p>\uc2e4\uc81c \uc11c\ube44\uc2a4 \ud658\uacbd\uc5d0\uc11c \uc774 \uae30\uc220\uc774 \uc801\uc6a9\ub418\uba74 \uc5b4\ub5a4 \ubcc0\ud654\uac00 \uc77c\uc5b4\ub0a0\uae4c\uc694. \uac00\uc7a5 \ud070 \ubcc0\ud654\ub294 \uc7a5\ubb38\ub9e5 \ucc98\ub9ac \ub2a5\ub825\uc758 \ud655\uc7a5\uc785\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc874\uc5d0\ub294 \uae34 \ubb38\ub9e5\uc744 \ucc98\ub9ac\ud558\ub824\uba74 \ub354 \ub9ce\uc740 \uba54\ubaa8\ub9ac\uac00 \ud544\uc694\ud574 \ube44\uc6a9\uc774 \uae09\uc99d\ud588\uc9c0\ub9cc, \uc0c8\ub85c\uc6b4 \uc99d\ub958 \ubc29\uc2dd\uc744 \ud1b5\ud574 \uae34 \ubb38\ub9e5\uc5d0\uc11c\ub3c4 \ud6a8\uc728\uc801\uc73c\ub85c \uc791\ub3d9\ud558\ub294 \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ubb38\uc11c \uc694\uc57d, \ubc95\ub960 \ubd84\uc11d, \uc758\ub8cc \uae30\ub85d \ucc98\ub9ac \ub4f1 \uae34 \ud14d\uc2a4\ud2b8\uac00 \ud544\uc694\ud55c \ubd84\uc57c\uc5d0\uc11c AI \ud65c\uc6a9\ub3c4\ub97c \ub192\uc774\ub294 \uacb0\uc815\uc801\uc778 \uacc4\uae30\uac00 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c, \uc5d0\uc9c0 \ub514\ubc14\uc774\uc2a4\ub098 \ubaa8\ubc14\uc77c \ud658\uacbd\uc5d0\uc11c\ub3c4 \uace0\uc131\ub2a5 \ubaa8\ub378\uc744 \uad6c\ub3d9\ud560 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc774 \uc5f4\ub838\uc2b5\ub2c8\ub2e4. \uc2a4\ub9c8\ud2b8\ud3f0\uc774\ub098 \ud0dc\ube14\ub9bf \uac19\uc740 \uac1c\uc778 \uae30\uae30\uc5d0\uc11c \ubcf5\uc7a1\ud55c \ucd94\ub860 \uc791\uc5c5\uc774 \uac00\ub2a5\ud574\uc9c0\uba74 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc740 \ud68d\uae30\uc801\uc73c\ub85c \uac1c\uc120\ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ud5a5\ud6c4 \uc8fc\ubaa9\ud574\uc57c \ud560 \uc810\uc740 \uc774 \uae30\uc220\uc774 \uc5b4\ub5bb\uac8c \ud45c\uc900\ud654\ub420\uc9c0\uc785\ub2c8\ub2e4. \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\ub4e4\uc774 \uacc4\uc18d \uc3df\uc544\uc838 \ub098\uc624\ub294 \uc0c1\ud669\uc5d0\uc11c \uac01 \ubaa8\ub378\ub9c8\ub2e4 \ucd5c\uc801\ud654\ub41c \uc99d\ub958 \uc804\ub7b5\uc744 \uc801\uc6a9\ud558\ub294 \uac83\uc774 \uad00\uac74\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub2e8\uc21c\ud788 \ubaa8\ub378\uc744 \uc791\uac8c \ub9cc\ub4dc\ub294 \uac83\uc744 \ub118\uc5b4, \ud2b9\uc815 \ub3c4\uba54\uc778\uc5d0 \ub9de\ucdb0 \uc131\ub2a5\uc744 \uc720\uc9c0\ud558\uba74\uc11c \ube44\uc6a9\uc744 \uc808\uac10\ud558\ub294 \ub9de\ucda4\ud615 \uc804\ub7b5\uc774 \uc911\uc694\ud574\uc9d1\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub4e4\uc740 \uc774\uc81c \ubaa8\ub378\uc758 \ud06c\uae30\uc640 \uc131\ub2a5 \uc0ac\uc774\uc758 \uade0\ud615\uc744 \ub9de\ucd94\ub294 \ub370 \ub354 \ub9ce\uc740 \uc2dc\uac04\uc744 \ud560\uc560\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>AI \uc0b0\uc5c5 \uc804\uccb4\uac00 \uac70\ub300 \ubaa8\ub378\uc758 \uadf8\ub9bc\uc790\uc5d0\uc11c \ubc97\uc5b4\ub098 \ub354 \uac00\ubccd\uace0 \uc720\uc5f0\ud55c \uad6c\uc870\ub85c \uc774\ub3d9\ud558\ub294 \uc804\ud658\uc810\uc744 \ub9de\uc774\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. 2026 \ub144 8 \uc6d4 \ud604\uc7ac \uc774 \ud750\ub984\uc740 \ub2e8\uc21c\ud55c \uae30\uc220\uc801 \uc720\ud589\uc744 \ub118\uc5b4 \uc0b0\uc5c5 \uad6c\uc870 \uc790\uccb4\ub97c \uc7ac\ud3b8\ud560 \uc7a0\uc7ac\ub825\uc744 \uc9c0\ub2c8\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c \uc5b4\ub5a4 \uae30\uc5c5\uc774 \uc774 \ud6a8\uc728\uc131 \uacbd\uc7c1\uc5d0\uc11c \uc55e\uc11c \ub098\uac08\uc9c0, \uadf8\ub9ac\uace0 \uadf8 \uacb0\uacfc\uac00 \ucd5c\uc885 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc5b4\ub5bb\uac8c \uc804\ub2ec\ub420\uc9c0 \uc9c0\ucf1c\ubcfc \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc218\ucc9c\uc5b5 \uac1c\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac00\uc9c4 \uac70\ub300 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc2e4\uc6a9\uc801\uc778 \ud06c\uae30\ub85c \uc555\ucd95\ud558\ub294 \uae30\uc220\uc774 \ub2e4\uc2dc \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874 \ubc29\uc2dd\uc758 \ub9c9\ub300\ud55c \uc5f0\uc0b0 \ube44\uc6a9\uc744 \ud68d\uae30\uc801\uc73c\ub85c \uc904\uc778 \uc0c8\ub85c\uc6b4 \uc811\uadfc\ubc95\uc774 \ub4f1\uc7a5\ud558\uba74\uc11c \uae30\uc5c5\ub4e4\uc758 \ub300\uaddc\ubaa8 \ubc30\ud3ec \uc7a5\ubcbd\uc774 \ub0ae\uc544\uc9c8 \uc804\ub9dd\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"author":11,"featured_media":45797,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8858],"tags":[7,3345,29476,29475,29474],"class_list":["post-45798","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai","tag-llm","tag-29476","tag-29475","tag-29474"],"featured_image_urls":{"full":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/08\/nb5nk4bdfr7ay1iao14gh.png",2199,1275,false],"thumbnail":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/08\/nb5nk4bdfr7ay1iao14gh-150x150.png",150,150,true],"medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/08\/nb5nk4bdfr7ay1iao14gh-300x174.png",300,174,true],"medium_large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/08\/nb5nk4bdfr7ay1iao14gh-768x445.png",640,371,true],"large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/08\/nb5nk4bdfr7ay1iao14gh-1024x594.png",640,371,true],"1536x1536":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/08\/nb5nk4bdfr7ay1iao14gh-1536x891.png",1536,891,true],"2048x2048":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/08\/nb5nk4bdfr7ay1iao14gh-2048x1187.png",2048,1187,true],"morenews-large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/08\/nb5nk4bdfr7ay1iao14gh-825x575.png",825,575,true],"morenews-medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/08\/nb5nk4bdfr7ay1iao14gh-590x410.png",590,410,true]},"author_info":{"info":["\ubc30\uc18c\ub77c"]},"category_info":"<a href=\"https:\/\/jore2.com\/?cat=8858\" rel=\"category\">AI<\/a>","tag_info":"AI","comment_count":"0","_links":{"self":[{"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/45798","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\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=45798"}],"version-history":[{"count":0,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/45798\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/media\/45797"}],"wp:attachment":[{"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=45798"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=45798"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=45798"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}