{"id":46150,"date":"2026-09-02T10:22:04","date_gmt":"2026-09-02T01:22:04","guid":{"rendered":"https:\/\/jore2.com\/?p=46150"},"modified":"2026-09-02T10:22:04","modified_gmt":"2026-09-02T01:22:04","slug":"ai-19445-i-trained-a-small-transformer-in-1-5hrs-and-it-beats-many-llms","status":"publish","type":"post","link":"https:\/\/jore2.com\/?p=46150","title":{"rendered":"\uc18c\ud615 \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub85c ARC-AGI-1 \ubca4\uce58\ub9c8\ud06c 44% \ub2ec\uc131, \ud559\uc2b5 \ube44\uc6a9 67\uc13c\ud2b8"},"content":{"rendered":"<div class=\"jore2-editor-byline\">\n<p><strong>JORE2 \ud3b8\uc9d1\ud300<\/strong> <span>\uacf5\uac1c \uc790\ub8cc\ub97c \ubc14\ud0d5\uc73c\ub85c \uc791\uc131\ud588\uc73c\uba70, \ud655\uc778 \uc790\ub8cc\ub97c \ud568\uaed8 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<\/div>\n<p>\uac1c\ubc1c\uc790 mvakde\uac00 \uc790\uccb4 \ube14\ub85c\uadf8\ub97c \ud1b5\ud574 \uc18c\ud615 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc758 \uc0c8\ub85c\uc6b4 \uc131\ub2a5 \uacb0\uacfc\ub97c \uacf5\uac1c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 NVIDIA RTX 5090 GPU \ud55c \uc7a5\uc744 \uc0ac\uc6a9\ud574 \ub2e8 1.5\uc2dc\uac04 \ub9cc\uc5d0 \ucc98\uc74c\ubd80\ud130 \ud559\uc2b5\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ucd1d \ud559\uc2b5 \ube44\uc6a9\uc740 \uc57d 67\uc13c\ud2b8\ub85c \uc9d1\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacf5\uac1c\ub41c \uacb0\uacfc\uc5d0 \ub530\ub974\uba74 \uc774 \ubaa8\ub378\uc740 ARC-AGI-1 \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c 44%\uc758 \uc815\ud655\ub3c4\ub97c \uae30\ub85d\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uae30\uc874 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\ub4e4\uc774 \ub2ec\uc131\ud55c \uc810\uc218\uc640 \uc720\uc0ac\ud55c \uc218\uc900\uc785\ub2c8\ub2e4. \ub610\ud55c ARC-2 \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c\ub3c4 7%\uc758 \uc810\uc218\ub97c \ud68d\ub4dd\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud574\ub2f9 \uc5f0\uad6c\ub294 \uc544\ud0a4\ud14d\ucc98\uc801 \ubcf5\uc7a1\uc131\uc744 \ucd5c\uc18c\ud654\ud558\ub294 \ub370 \ucd08\uc810\uc744 \ub9de\ucdc4\uc2b5\ub2c8\ub2e4. SwiGLU \ud65c\uc131\ud654 \ud568\uc218\uc640 RMSNorm \uc815\uaddc\ud654 \uacc4\uce35 \ub4f1 \ud604\ub300\uc801\uc778 \uc694\uc18c\uac00 \uc801\uc6a9\ub418\uc5c8\uc9c0\ub9cc, \uc804\uccb4\uc801\uc778 \uad6c\uc870\ub294 \ub2e8\uc21c\ud55c \uc790\uae30\ud68c\uadc0 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ud615\ud0dc\ub97c \uc720\uc9c0\ud588\uc2b5\ub2c8\ub2e4. \ud559\uc2b5 \ub370\uc774\ud130\ub294 \ub2e8 1000\uac1c\uc758 \ud37c\uc990 \uc0d8\ud50c\ub9cc \uc0ac\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc874\uc758 ARC-AGI \ubca4\uce58\ub9c8\ud06c\ub294 \uc8fc\ub85c \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc774\ub098 \uadf8 \ubbf8\uc138 \uc870\uc815 \ubc84\uc804\uc744 \ud1b5\ud574 \uc810\uc218\ub97c \ub192\uc5ec\uc654\uc2b5\ub2c8\ub2e4. \ubc18\uba74 \uc774 \uc811\uadfc\ubc95\uc740 \uc81c\ud55c\ub41c \ucef4\ud4e8\ud305 \uc790\uc6d0\uacfc \uc801\uc740 \ub370\uc774\ud130\ub85c \uacbd\uc7c1\ub825 \uc788\ub294 \uc131\ub2a5\uc744 \ub0c8\ub2e4\ub294 \uc810\uc5d0\uc11c \ucc28\ubcc4\uc810\uc744 \ub461\ub2c8\ub2e4. \uc800\uc790\ub294 \uc0d8\ud50c \ud6a8\uc728\uc131\uc774 \ud604\uc7ac AI \ubd84\uc57c\uc758 \ud575\uc2ec \ubbf8\ud574\uacb0 \uacfc\uc81c\ub77c\uace0 \uc9c0\uc801\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Hacker News \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c\ub294 \uc774 \uacb0\uacfc\uc5d0 \ub300\ud55c \ud65c\ubc1c\ud55c \ub17c\uc758\uac00 \uc774\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. \uc77c\ubd80 \uc0ac\uc6a9\uc790\ub294 \uc544\ud0a4\ud14d\ucc98 \ucd5c\uc801\ud654\uc640 \ub370\uc774\ud130 \ub2e4\uc591\uc131 \ud655\ubcf4\uac00 \uc810\uc218 \uc0c1\uc2b9\uc758 \uc8fc\ub41c \uc6d0\uc778\uc774\ub77c\uace0 \ubd84\uc11d\ud588\uc2b5\ub2c8\ub2e4. \uc800\uc790\ub294 \uc774\ub7ec\ud55c \ucd5c\uc801\ud654\uac00 \uc77c\ubc18\uc801\uc778 &#8216;\ub808\ubaac \uc9dc\ub0b4\uae30&#8217; \ubc29\uc2dd\uc5d0 \uac00\uae5d\ub2e4\uace0 \uc778\uc815\ud558\uba74\uc11c\ub3c4, \uc0c8\ub85c\uc6b4 \ubc29\ubc95\uc73c\ub85c \ud55c\uacc4\ub97c \uc2dc\ud5d8\ud558\uace0 \uc788\ub2e4\uace0 \uc124\uba85\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ubc88 \uc2e4\ud5d8\uc740 \uba54\ud0c0\ub7ec\ub2dd \uad00\uc810\uc5d0\uc11c \uc811\uadfc\ud588\uc2b5\ub2c8\ub2e4. \uac01 \ud37c\uc990\ub9c8\ub2e4 \ub2e4\ub978 \uaddc\uce59\uc774 \uc801\uc6a9\ub418\uc9c0\ub9cc, \ud3c9\uac00 \uc138\ud2b8\uc5d0 \ud544\uc694\ud55c \ubaa8\ub4e0 \uac1c\ub150\uc740 \ud559\uc2b5 \uc138\ud2b8\uc5d0 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ud14c\uc2a4\ud2b8 \uc2dc\uc810\uc5d0\ub294 \ud559\uc2b5 \ub370\uc774\ud130\uc640 \ud3c9\uac00 \ub370\uc774\ud130\uc758 \ud37c\uc990\uc744 \ubaa8\ub450 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\ud558\ub418, \ud3c9\uac00 \ub370\uc774\ud130\uc758 \uc815\ub2f5 \ub808\uc774\ube14\uc740 \uc228\uaca8\uc9c4 \uc0c1\ud0dc\ub85c \uc9c4\ud589\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc800\uc790\ub294 \uc774 \uacb0\uacfc\uac00 \uc774\uc804 \ube14\ub85c\uadf8 \uc2dc\ub9ac\uc988\uc758 \uc5f0\uc7a5\uc120\uc0c1\uc5d0 \uc788\ub2e4\uace0 \ubc1d\ud614\uc2b5\ub2c8\ub2e4. \uc774\uc804 \uacb0\uacfc\ubb3c\ub4e4\uc774 \uc8fc\ubaa9\ubc1b\uc558\ub358 \ub9cc\ud07c, \uc774\ubc88 \uc5c5\uadf8\ub808\uc774\ub4dc \ubc84\uc804\uc740 \ub354 \ube60\ub974\uace0 \uc800\ub834\ud558\uba70 \uc5ec\uc804\ud788 \uc624\ud508\uc18c\uc2a4\ub85c \uacf5\uac1c\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc800\uc790\ub294 \uc55e\uc73c\ub85c\uc758 \uc5f0\uad6c\ub97c \ud1b5\ud574 \uc0d8\ud50c \ud6a8\uc728\uc131\uc758 \ud55c\uacc4\ub97c \ub354 \uae4a\uc774 \ud30c\uace0\ub4e4 \uacc4\ud68d\uc785\ub2c8\ub2e4.<\/p>\n<aside class=\"jore2-source-notes\" aria-label=\"\uae30\uc0ac \ud655\uc778 \uc790\ub8cc\">\n<h2>\ud655\uc778\ud55c \uc790\ub8cc<\/h2>\n<ul>\n<li><a href=\"https:\/\/news.ycombinator.com\/item?id=49519939\" target=\"_blank\" rel=\"noopener noreferrer\">news.ycombinator.com<\/a><\/li>\n<li><a href=\"https:\/\/mvakde.github.io\/blog\/44-on-arc-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">mvakde.github.io<\/a><\/li>\n<\/ul>\n<\/aside>\n","protected":false},"excerpt":{"rendered":"<p>\uac1c\ubc1c\uc790 mvakde\uac00 5090 GPU\ub85c 1.5\uc2dc\uac04 \ub9cc\uc5d0 \ud559\uc2b5\ud55c \uc18c\ud615 \ud2b8\ub79c\uc2a4\ud3ec\uba38\uac00 ARC-AGI-1 \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c 44%\uc758 \uc810\uc218\ub97c \uae30\ub85d\ud588\uc2b5\ub2c8\ub2e4. \ud559\uc2b5 \ube44\uc6a9\uc740 \uc57d 67\uc13c\ud2b8\uc5d0 \ubd88\uacfc\ud558\uba70, \uae30\uc874 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \ub300\ube44 \uc0d8\ud50c \ud6a8\uc728\uc131 \ubb38\uc81c\ub97c \uc81c\uae30\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n","protected":false},"author":1,"featured_media":46149,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jore2_quality_policy":"people-first-v2","footnotes":""},"categories":[8858],"tags":[7,29770,29771,210,9420],"class_list":["post-46150","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-ai","tag-arc-agi","tag-29771","tag-210","tag-9420"],"featured_image_urls":{"full":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/09\/hero-img.png",1890,1170,false],"thumbnail":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/09\/hero-img-150x150.png",150,150,true],"medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/09\/hero-img-300x186.png",300,186,true],"medium_large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/09\/hero-img-768x475.png",640,396,true],"large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/09\/hero-img-1024x634.png",640,396,true],"1536x1536":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/09\/hero-img-1536x951.png",1536,951,true],"2048x2048":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/09\/hero-img.png",1890,1170,false],"morenews-large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/09\/hero-img-825x575.png",825,575,true],"morenews-medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/09\/hero-img-590x410.png",590,410,true]},"author_info":{"info":["jore"]},"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\/46150","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=46150"}],"version-history":[{"count":0,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/posts\/46150\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=\/wp\/v2\/media\/46149"}],"wp:attachment":[{"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=46150"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=46150"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jore2.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=46150"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}