{"id":41091,"date":"2026-02-05T08:59:35","date_gmt":"2026-02-05T08:59:35","guid":{"rendered":"https:\/\/www.gdsonline.tech\/?p=41091"},"modified":"2026-02-05T09:00:39","modified_gmt":"2026-02-05T09:00:39","slug":"sft-vs-rlhf-kr","status":"publish","type":"post","link":"https:\/\/www.gdsonline.tech\/ko\/sft-vs-rlhf-kr\/","title":{"rendered":"SFT\uc640 RLHF: \ucd5c\uc801\uc758 AI \ud559\uc2b5 \ubc29\ubc95 \uc120\ud0dd | 2025"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">2025\ub144 \ud604\uc7ac \uc804 \uc138\uacc4 \uae30\uc5c5\uc758 67%\uac00 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc744 \uc6b4\uc601\uc5d0 \ud1b5\ud569\ud558\uba74\uc11c AI \uae30\ubc18 \uc804\ud658\uc73c\ub85c\uc758 \uacb0\uc815\uc801\uc778 \ubcc0\ud654\ub97c \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 Gartner\uc5d0 \ub530\ub974\uba74 \ub192\uc740 AI \uc131\uc219\ub3c4\ub97c \uac00\uc9c4 \uc870\uc9c1 \uc911 \uc57d 45%\ub9cc\uc774 AI \ud504\ub85c\uc81d\ud2b8\ub97c 3\ub144 \uc774\uc0c1 \uc9c0\uc18d\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uc7a5\uae30\uc801\uc778 \uc131\uacf5\uc744 \uc704\ud574 \ud544\uc218\uc801\uc778 \ub3c4\uba54\uc778\ubcc4 \uc815\ud655\uc131\uacfc \uc801\uc751\uc131\uc744 \ub2ec\uc131\ud558\ub294 \ub370 \uc5ec\uc804\ud788 \uc5b4\ub824\uc6c0\uc774 \uc874\uc7ac\ud568\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \ubd88\uc77c\uce58\ub294 AI \ubc30\ud3ec\uc758 \uc131\uacf5\uc774 \ub2e8\uc21c\ud55c \uc5f0\uc0b0 \ub2a5\ub825\uc5d0 \ub2ec\ub824 \uc788\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \uac01 \uae30\uc5c5\uc758 \uace0\uc720\ud55c \ube44\uc988\ub2c8\uc2a4 \ub9e5\ub77d\uc5d0 \ub9de\uac8c \ubaa8\ub378\uc744 \uc5bc\ub9c8\ub098 \ud6a8\uacfc\uc801\uc73c\ub85c \ubbf8\uc138 \uc870\uc815(fine-tuning)\ud558\ub290\ub0d0\uc5d0 \ub2ec\ub824 \uc788\uc74c\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ubbf8\uc138 \uc870\uc815 \uae30\ubc95 \uc911\uc5d0\uc11c \uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd(SFT)\uacfc \uc778\uac04 \ud53c\ub4dc\ubc31 \uae30\ubc18 \uac15\ud654 \ud559\uc2b5(RLHF)\uc740 LLM\uc744 \ub3c4\uba54\uc778\ubcc4 \uc694\uad6c\uc5d0 \ub9de\uac8c \uc801\uc751\uc2dc\ud0a4\ub294 \ud575\uc2ec \ubc29\ubc95\uc73c\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">SFT\ub294 \uc815\uc81c\ub41c \ub77c\ubca8\ub9c1 \ub370\uc774\ud130\ub85c \ud559\uc2b5\ud560 \uacbd\uc6b0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uace0\uc815\ubc00 \ucd9c\ub825\uc744 \uc81c\uacf5\ud558\uc5ec \uba85\ud655\ud788 \uc815\uc758\ub41c \uc791\uc5c5\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \ubc18\uba74 RLHF\ub294 \ubc18\ubcf5\uc801\uc778 \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \ubc18\uc601\ud558\uc5ec \ubaa8\ub378\uc774 \ubcf5\uc7a1\ud558\uace0 \uc9c4\ud654\ud558\ub294 \uc0ac\uc6a9\uc790 \uc694\uad6c\uc5d0 \ub354 \uc798 \ub9de\ub3c4\ub85d \uc870\uc815\ud558\uc9c0\ub9cc, \ub354 \ub9ce\uc740 \uc790\uc6d0\uc774 \ud544\uc694\ud558\uace0 \ucd9c\ub825 \ub2e4\uc591\uc131\uc774 \uc904\uc5b4\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774 \uae00\uc5d0\uc11c\ub294 SFT\uc640 RLHF\uc5d0 \ub300\ud55c \uc885\ud569\uc801\uc778 \ubd84\uc11d\uc744 \ud1b5\ud574 \uac01 \uae30\ubc95\uc758 \uac15\uc810\uacfc \ud55c\uacc4, \uc804\ub7b5\uc801 \ud65c\uc6a9 \ubc29\uc548\uc744 \ud0d0\uad6c\ud558\uace0, \uae30\uc5c5\uc774 \uba40\ud2f0\ubaa8\ub2ec AI \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uae30 \uc704\ud574 \ud30c\uc778\ud29c\ub2dd \ubc29\ubc95\uc744 \uc804\ub7b5\uc801\uc73c\ub85c \uc120\ud0dd\ud558\uace0 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc778\uc0ac\uc774\ud2b8\uc640 \ubaa8\ubc94 \uc0ac\ub840\ub97c \uc81c\uc2dc\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EB%8C%80%EA%B7%9C%EB%AA%A8_%EC%96%B8%EC%96%B4_%EB%AA%A8%EB%8D%B8%EC%97%90%EC%84%9C%EC%9D%98_%ED%8C%8C%EC%9D%B8%ED%8A%9C%EB%8B%9D%EC%9D%98_%EB%B6%80%EC%83%81\"><\/span><b>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc5d0\uc11c\uc758 \ud30c\uc778\ud29c\ub2dd\uc758 \ubd80\uc0c1<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uc77c\ubc18\uc801\uc778 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc740 \ud3ed\ub113\uc740 \uc5b8\uc5b4 \uc774\ud574 \ub2a5\ub825\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, \uc815\ubc00\ud55c \ucf54\ub4dc \uc0dd\uc131, \uace0\uac1d \uc9c0\uc6d0 \uc790\ub3d9\ud654, \uc758\ub8cc \ud14d\uc2a4\ud2b8 \ubd84\uc11d\uacfc \uac19\uc740 \ud2b9\uc218\ud55c \uae30\uc5c5 \ud658\uacbd\uc5d0 \uc9c1\uc811 \uc801\uc6a9\ub420 \uacbd\uc6b0 \ud55c\uacc4\ub97c \ub4dc\ub7ec\ub0b4\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uaca9\ucc28\ub97c \ud574\uc18c\ud558\uae30 \uc704\ud574\uc11c\ub294 \ud30c\uc778\ud29c\ub2dd\uc774 \ud544\uc218\uc801\uc774\uba70, \uc774\ub294 \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130\uc14b\uc744 \uae30\ubc18\uc73c\ub85c \ubaa8\ub378\uc758 \ud589\ub3d9\uc744 \ub9de\ucda4\ud654\ud558\uc5ec \uc778\uac04\uc758 \uae30\ub300\uc640 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc5d0 \ubd80\ud569\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ubaa8\ub378 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\uc758 \uae30\ubcf8 \uac1c\ub150\uc744 \uc774\ud574\ud558\uace0\uc790 \ud558\ub294 \uc870\uc9c1\uc744 \uc704\ud574, LTS GDS\uc758 <\/span><b>LLM \ud30c\uc778\ud29c\ub2dd\uc744 \uc704\ud55c \ub370\uc774\ud130 \ub77c\ubca8\ub9c1 \uc885\ud569 \uac00\uc774\ub4dc<\/b><span style=\"font-weight: 400;\">\ub294 \ud30c\uc778\ud29c\ub2dd\uc774 \ubb34\uc5c7\uc744 \uc758\ubbf8\ud558\ub294\uc9c0, \uadf8\ub9ac\uace0 \ud30c\uc778\ud29c\ub2dd\ub41c \ubaa8\ub378\uc774 \uae30\ubcf8 \ubaa8\ub378\uacfc \uc5b4\ub5bb\uac8c \ub2e4\ub978\uc9c0\ub97c \uc124\uba85\ud558\ub294 \uc911\uc694\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ud30c\uc778\ud29c\ub2dd\uc758 \uc8fc\uc694 \uc774\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. \uccab\uc9f8, <\/span><b>\ud2b9\uc218 \uc9c0\uc2dd\uc758 \uae4a\uc740 \ud1b5\ud569<\/b><span style=\"font-weight: 400;\">\uc73c\ub85c \ub3c4\uba54\uc778\ubcc4 \uc815\ubcf4\ub97c \ubaa8\ub378\uc758 \uac00\uc911\uce58\uc5d0 \uc9c1\uc811 \u201c\ub0b4\uc7ac\ud654\u201d\ud558\uc5ec \ud2b9\uc815 \uc791\uc5c5\uc5d0\uc11c \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ub458\uc9f8, <\/span><b>\uc2a4\ud0c0\uc77c\uacfc \ud615\uc2dd\uc758 \ub9de\ucda4\ud654<\/b><span style=\"font-weight: 400;\">\ub97c \ud1b5\ud574 JSON \uc751\ub2f5 \uc0dd\uc131\uc774\ub098 \uaddc\uc81c \uc5b8\uc5b4 \uc900\uc218\uc640 \uac19\uc740 \ud2b9\uc815 \ud615\uc2dd\uc774\ub098 \ud1a4\uc744 \ub530\ub974\ub294 \ucd9c\ub825\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc14b\uc9f8, <\/span><b>\ubcf5\uc7a1\ud55c \uc0dd\uc131 \uc791\uc5c5 \ucc98\ub9ac \ub2a5\ub825 \ud5a5\uc0c1<\/b><span style=\"font-weight: 400;\">\uc73c\ub85c \ub2e4\ub2e8\uacc4 \uc9c0\uc2dc\ub97c \ub530\ub974\uac70\ub098 \uaddc\uce59 \uae30\ubc18\uc758 \ucc3d\uc758\uc801 \ucf58\ud150\uce20\ub97c \uc0dd\uc131\ud558\ub294 \ub2a5\ub825\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uae30\uc5c5\ub4e4\uc774 \uc5b8\uc5b4, \ube44\uc804, \uae30\ud0c0 \ub370\uc774\ud130 \uc720\ud615\uc744 \uacb0\ud569\ud55c \uba40\ud2f0\ubaa8\ub2ec AI\ub97c \ucc44\ud0dd\ud568\uc5d0 \ub530\ub77c, \ud30c\uc778\ud29c\ub2dd\uc740 \ubcc0\ud654\ud558\ub294 \ube44\uc988\ub2c8\uc2a4 \uc218\uc694\ub97c \ucda9\uc871\uc2dc\ud0a4\ub294 \ub9de\ucda4\ud615 \uace0\uc131\ub2a5 AI \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\ub294 \ud575\uc2ec \uc694\uc18c\ub85c \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%A7%80%EB%8F%84_%ED%95%99%EC%8A%B5_%EA%B8%B0%EB%B0%98_%ED%8C%8C%EC%9D%B8%ED%8A%9C%EB%8B%9DSFT_%EA%B5%AC%EC%A1%B0%EC%A0%81_%ED%95%99%EC%8A%B5%EC%9D%84_%ED%86%B5%ED%95%9C_%EC%A0%95%EB%B0%80%EC%84%B1\"><\/span><b>\uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd(SFT): \uad6c\uc870\uc801 \ud559\uc2b5\uc744 \ud1b5\ud55c \uc815\ubc00\uc131<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd(SFT)\uc740 \uc0ac\uc804\uc5d0 \ud559\uc2b5\ub41c \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc744 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ub9de\uac8c \uc801\uc751\uc2dc\ud0a4\ub294 \uad6c\uc870\uc801 \ud559\uc2b5 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc740 \uc785\ub825-\ucd9c\ub825 \uc30d\uc744 \ud3ec\ud568\ud55c \uace0\ud488\uc9c8 \ub77c\ubca8\ub9c1 \ub370\uc774\ud130\uc14b\uc744 \ud65c\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uba70, \uc774\ub97c \ud1b5\ud574 \ubaa8\ub378\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uc815\uad50\ud558\uac8c \uc870\uc815\ud558\uc5ec \ubaa9\ud45c \uc751\uc6a9 \ubd84\uc57c\uc5d0 \ubd80\ud569\ud558\ub294 \uc815\ud655\ud558\uace0 \ub9e5\ub77d\uc744 \uc778\uc2dd\ud55c \uc751\ub2f5\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"SFT%EC%9D%98_%EC%9E%91%EB%8F%99_%EB%B0%A9%EC%8B%9D\"><\/span><b>SFT\uc758 \uc791\ub3d9 \ubc29\uc2dd\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div id=\"attachment_41343\" style=\"width: 1677px\" class=\"wp-caption alignnone\"><img fetchpriority=\"high\" decoding=\"async\" aria-describedby=\"caption-attachment-41343\" class=\"wp-image-41343 size-full\" src=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-68-1.png\" alt=\"SFT\uc758 \uc791\ub3d9 \ubc29\uc2dd\u00a0\" width=\"1667\" height=\"938\" srcset=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-68-1.png 1667w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-68-1-300x169.png 300w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-68-1-1024x576.png 1024w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-68-1-768x432.png 768w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-68-1-1536x864.png 1536w\" sizes=\"(max-width: 1667px) 100vw, 1667px\" \/><p id=\"caption-attachment-41343\" class=\"wp-caption-text\">SFT\uc758 \uc791\ub3d9 \ubc29\uc2dd<\/p><\/div>\n<p><b>Step 1: \ub370\uc774\ud130\uc14b \uc900\ube44\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130 \uc218\uc9d1:<\/b><span style=\"font-weight: 400;\"> \ud2b9\uc815 \ub3c4\uba54\uc778\uc774\ub098 \uc791\uc5c5\uacfc \uad00\ub828\ub41c \uc6d0\uc2dc \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\uc14b \ud06c\uae30\ub294 \uc791\uc5c5\uc758 \ubcf5\uc7a1\uc131\uacfc \ubaa8\ub378 \uaddc\ubaa8\uc5d0 \ub530\ub77c \uc218\ubc31 \uac1c\uc5d0\uc11c \uc218\ub9cc \uac1c\uc758 \uc608\uc2dc\uae4c\uc9c0 \ub2e4\uc591\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130 \uad6c\uc870\ud654:<\/b><span style=\"font-weight: 400;\"> \ub370\uc774\ud130\ub97c \uc785\ub825 \ud504\ub86c\ud504\ud2b8\uc640 \uc6d0\ud558\ub294 \ucd9c\ub825\uc774 \ud3ec\ud568\ub41c \uad6c\uc870\ud654\ub41c \uc30d\uc73c\ub85c \uc815\ub9ac\ud558\uba70, \uc77c\ubc18\uc801\uc73c\ub85c JSON Lines(JSONL) \ud615\uc2dd\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud488\uc9c8 \uad00\ub9ac:<\/b><span style=\"font-weight: 400;\"> \ub370\uc774\ud130\uc758 \uc815\ud655\uc131, \uc77c\uad00\uc131, \ub2e4\uc591\uc131\uc744 \ud655\ubcf4\ud558\uace0 \ud3b8\ud5a5\uc744 \ucd5c\uc18c\ud654\ud558\uc5ec \ubaa8\ub378 \uc131\ub2a5\uc5d0 \ubd80\uc815\uc801\uc778 \uc601\ud5a5\uc744 \uc8fc\uc9c0 \uc54a\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>Step 2: \ud1a0\ud06c\ub098\uc774\uc81c\uc774\uc158 <\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ud14d\uc2a4\ud2b8 \uc785\ub825\uacfc \ucd9c\ub825\uc744 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uacfc \ud638\ud658\ub418\ub294 \ud1a0\ud06c\ub098\uc774\uc800\ub97c \uc0ac\uc6a9\ud574 \ud1a0\ud070\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\ub294 \ud6a8\uc728\uc801\uc778 \ucc98\ub9ac\uc640 \ud559\uc2b5\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><b>Step 3: \ud30c\uc778\ud29c\ub2dd \ud559\uc2b5 \ub8e8\ud504\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub2e4\uc74c \ud1a0\ud070 \uc608\uce21 \ubaa9\ud45c:<\/b><span style=\"font-weight: 400;\"> SFT\ub294 \uc0ac\uc804 \ud559\uc2b5\uacfc \ub3d9\uc77c\ud558\uac8c \ub2e4\uc74c \ud1a0\ud070\uc744 \uc608\uce21\ud558\ub294 \ubaa9\ud45c\ub97c \uc0ac\uc6a9\ud558\uc9c0\ub9cc, \uc785\ub825-\ucd9c\ub825 \uc30d\uc758 \ucd9c\ub825 \ubd80\ubd84\uc5d0 \uc9d1\uc911\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc21c\uc804\ud30c:<\/b><span style=\"font-weight: 400;\"> \ubaa8\ub378\uc740 \uc785\ub825 \ud1a0\ud070\uc744 \ucc98\ub9ac\ud558\uace0 \ucd9c\ub825 \uc2dc\ud000\uc2a4\uc5d0 \ub300\ud55c \uc608\uce21 \ud1a0\ud070\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc190\uc2e4 \uacc4\uc0b0:<\/b><span style=\"font-weight: 400;\"> \uc608\uce21\ub41c \ud1a0\ud070\uacfc \ub77c\ubca8\ub9c1\ub41c \uc2e4\uc81c \ud1a0\ud070 \uac04\uc758 \ucc28\uc774\ub97c \uc190\uc2e4\ub85c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc5ed\uc804\ud30c:<\/b><span style=\"font-weight: 400;\"> \uacbd\uc0ac \ud558\uac15\ubc95\uacfc \ucd5c\uc801\ud654 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc190\uc2e4\uc744 \ucd5c\uc18c\ud654\ud558\ub3c4\ub85d \ubaa8\ub378\uc758 \uac00\uc911\uce58\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubc18\ubcf5:<\/b><span style=\"font-weight: 400;\"> \uc774 \uacfc\uc815\uc744 \uc5ec\ub7ec \uc5d0\ud3ec\ud06c(epoch)\uc5d0 \uac78\uccd0 \ubc18\ubcf5\ud558\uc5ec \ubaa8\ub378\uc758 \uc791\uc5c5 \ud2b9\ud654 \uc131\ub2a5\uc744 \uc810\uc9c4\uc801\uc73c\ub85c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>Step 4: \ud3c9\uac00 \ubc0f \uac80\uc99d <\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ubcc4\ub3c4\uc758 \uac80\uc99d \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uc815\ud655\uc131\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uacfc\uc801\ud569\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4. \ud559\uc2b5\ub960, \ubc30\uce58 \ud06c\uae30, \uc5d0\ud3ec\ud06c \uc218\uc640 \uac19\uc740 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub294 \uac80\uc99d \uacb0\uacfc\uc5d0 \ub530\ub77c \uc870\uc815\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><b>Step 5: \ubc30\ud3ec <\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ubaa8\ub378\uc774 \ub9cc\uc871\ud560 \ub9cc\ud55c \uc815\ud655\uc131\uacfc \uc77c\ubc18\ud654 \uc131\ub2a5\uc744 \ub2ec\uc131\ud558\uba74 \uc2e4\uc81c \ud658\uacbd\uc5d0 \ubc30\ud3ec\ub418\uc5b4 \ucc57\ubd07, \ucf58\ud150\uce20 \uc0dd\uc131, \ub3c4\uba54\uc778 \ud2b9\ud654 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\uc640 \uac19\uc740 \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"SFT_%ED%95%99%EC%8A%B5_%EA%B3%BC%EC%A0%95_%EC%9A%94%EC%95%BD\"><\/span><b>SFT \ud559\uc2b5 \uacfc\uc815 \uc694\uc57d\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>\ub2e8\uacc4\u00a0<\/b><\/td>\n<td><b>\uc124\uba85\u00a0<\/b><\/td>\n<td><b>\ube44\uc988\ub2c8\uc2a4 \uc774\uc810\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">1. \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \ub77c\ubca8\ub9c1\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uba85\ud655\ud55c \uc785\ub825-\ucd9c\ub825 \uc30d\uc744 \ud3ec\ud568\ud55c \uace0\ud488\uc9c8 \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130\uc14b\uc744 \uc218\uc9d1\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubaa8\ub378\uc774 \uad00\ub828 \uc788\uace0 \uc815\ud655\ud55c \uc791\uc5c5 \ud2b9\ud654 \uc9c0\uc2dd\uc744 \ud559\uc2b5\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">2. \ub370\uc774\ud130 \uc804\ucc98\ub9ac \ubc0f \ud1a0\ud06c\ub098\uc774\uc81c\uc774\uc158\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\uc640 \ud638\ud658\ub418\ub294 \ud1a0\ud070\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud6a8\uc728\uc801\uc774\uace0 \uc815\ud655\ud55c \uc5b8\uc5b4 \ucc98\ub9ac\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">3. \ubaa8\ub378 \ud559\uc2b5 (\ud30c\uc778\ud29c\ub2dd)\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc9c0\ub3c4 \ud559\uc2b5\uc744 \ud1b5\ud574 \ucd9c\ub825 \uc608\uce21, \uc190\uc2e4 \uacc4\uc0b0, \uc5ed\uc804\ud30c\ub97c \ubc18\ubcf5\ud558\uc5ec \uac00\uc911\uce58\ub97c \uc5c5\ub370\uc774\ud2b8\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc791\uc5c5 \ud2b9\ud654 \uc815\ud655\uc131\uacfc \uc751\ub2f5 \ud488\uc9c8\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">4. \ud3c9\uac00 \ubc0f \uac80\uc99d\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubcc4\ub3c4\uc758 \uac80\uc99d \ub370\uc774\ud130\ub85c \uc131\ub2a5\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uacfc\uc801\ud569\uc744 \ubc29\uc9c0\ud558\uace0 \ubaa8\ub378\uc758 \uc77c\ubc18\ud654\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">5. \ubc30\ud3ec \ubc0f \ubaa8\ub2c8\ud130\ub9c1\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud30c\uc778\ud29c\ub2dd\ub41c \ubaa8\ub378\uc744 \uc2e4\uc81c \ud658\uacbd\uc5d0 \ubc30\ud3ec\ud558\uace0 \uc131\ub2a5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub9de\ucda4\ud615 AI \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uba70 \uc9c0\uc18d\uc801\uc778 \ud488\uc9c8 \ubcf4\uc99d\uc744 \uc2e4\ud604\ud569\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"SFT%EC%9D%98_%EC%A3%BC%EC%9A%94_%EC%9D%B4%EC%A0%90\"><\/span><b>SFT\uc758 \uc8fc\uc694 \uc774\uc810\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>\uc791\uc5c5 \ud2b9\ud654 \uc815\ud655\uc131:<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SFT\ub294 \ubaa8\ub378\uc774 \ub3c4\uba54\uc778\ubcc4 \uc6a9\uc5b4\uc640 \ud504\ub85c\uc138\uc2a4\uc5d0 \uc9d1\uc911\ud558\ub3c4\ub85d \ud558\uc5ec \uc624\ub958\ub97c \uc904\uc774\uace0 \uc758\ub8cc, \uae08\uc735, \ubc95\ub960\uacfc \uac19\uc740 \ud2b9\uc218 \ubd84\uc57c\uc5d0\uc11c \uad00\ub828\uc131\uc744 \ub192\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>\ud5a5\uc0c1\ub41c \uc774\ud574\uc640 \uc0ac\uc6a9\uc790 \uacbd\ud5d8:<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud30c\uc778\ud29c\ub2dd\ub41c \ubaa8\ub378\uc740 \uace0\uc720\ud55c \ub370\uc774\ud130 \ud328\ud134\uc744 \ub354 \uc798 \ud30c\uc545\ud558\uc5ec \uc790\uc5f0\uc2a4\ub7fd\uace0 \uc77c\uad00\ub41c \uc751\ub2f5\uc744 \uc81c\uacf5\ud558\uba70, \ube44\uc988\ub2c8\uc2a4 \uae30\ub300\uc5d0 \ubd80\ud569\ud574 \uace0\uac1d \uc0c1\ud638\uc791\uc6a9\uacfc \ub0b4\ubd80 \ub3c4\uad6c \ud65c\uc6a9\uc131\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>\uc624\ub958 \uac10\uc18c\uc640 \uc2e0\ub8b0\uc131:<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130\ub85c \ud559\uc2b5\ud568\uc73c\ub85c\uc368 \ubaa8\ub378\uc774 \ud754\ud788 \ubc1c\uc0dd\ud558\ub294 \uc624\ub958\uc640 \ubb34\uad00\ud55c \ucd9c\ub825\uc744 \ud53c\ud560 \uc218 \uc788\uc5b4 \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\uace0 \uc218\ub3d9 \uc218\uc815 \uc791\uc5c5\uc744 \uc904\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>\uc790\uc6d0 \ud6a8\uc728\uc131:<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ucc98\uc74c\ubd80\ud130 \ud559\uc2b5\ud558\ub294 \uac83\uacfc \ube44\uad50\ud588\uc744 \ub54c SFT\ub294 \ub354 \uc801\uc740 \uc5f0\uc0b0 \uc790\uc6d0\uacfc \ub370\uc774\ud130\ub85c\ub3c4 \uac00\ub2a5\ud558\uc5ec \ubc30\ud3ec \uc18d\ub3c4\ub97c \ub192\uc774\uace0 \ube44\uc6a9\uc744 \uc808\uac10\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>\ud655\uc7a5\uc131\uacfc \uc7ac\uc0ac\uc6a9\uc131:<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud55c \ubc88 \ud30c\uc778\ud29c\ub2dd\ub41c \ubaa8\ub378\uc740 \uc720\uc0ac\ud55c \uc791\uc5c5\uc5d0 \uc27d\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\uc5b4 \ud504\ub85c\uc81d\ud2b8\ub098 \ub3c4\uba54\uc778 \uac04 \uc7ac\uc0ac\uc6a9\uc774 \uac00\ub2a5\ud558\uba70 \uc2dc\uac04\uacfc \uc790\uc6d0\uc744 \uc808\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"SFT%EC%9D%98_%ED%95%9C%EA%B3%84\"><\/span><b>SFT\uc758 \ud55c\uacc4\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>\uace0\ud488\uc9c8 \ub77c\ubca8\ub9c1 \ub370\uc774\ud130 \uc758\uc874\uc131 (Dependency on high-quality labeled data):<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">SFT\uc758 \uc131\uacf5\uc740 \uc798 \uc815\uc81c\ub418\uace0 \ub300\ud45c\uc131\uc774 \uc788\uc73c\uba70 \ucda9\ubd84\ud788 \ud070 \ub77c\ubca8\ub9c1 \ub370\uc774\ud130\uc14b\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\ub294\uc9c0\uc5d0 \ub2ec\ub824 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130\uc14b\uc740 \uc81c\uc791 \uacfc\uc815\uc5d0\uc11c \ub9ce\uc740 \ube44\uc6a9\uacfc \uc2dc\uac04\uc774 \uc18c\uc694\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uacfc\uc801\ud569 \uc704\ud5d8:<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc138\uc2ec\ud55c \uac80\uc99d\uacfc \uc815\uaddc\ud654 \uae30\ubc95(\uc608: \uc870\uae30 \uc885\ub8cc, \ub4dc\ub86d\uc544\uc6c3)\uc774 \uc5c6\uc73c\uba74 \ubaa8\ub378\uc774 \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \uacfc\uc801\ud569\ub418\uc5b4 \ubcf4\uc9c0 \ubabb\ud55c \uc785\ub825\uc5d0 \ub300\ud55c \uc77c\ubc18\ud654 \ub2a5\ub825\uc774 \ub5a8\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\ud559\uc2b5 \uc774\ud6c4 \uc81c\ud55c\ub41c \uc801\uc751\uc131:<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ud30c\uc778\ud29c\ub2dd\ub41c \ubaa8\ub378\uc740 \uc815\uc801\uc774 \ub418\uba70, \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub97c \ubc18\uc601\ud558\uac70\ub098 \uc9c0\uc2dd\uc744 \uc5c5\ub370\uc774\ud2b8\ud558\ub824\uba74 \uc7ac\ud559\uc2b5\uc774\ub098 \ucd94\uac00 \ud30c\uc778\ud29c\ub2dd \uacfc\uc815\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uc77c\ubc18 \uc9c0\uc2dd \uc190\uc2e4 \uac00\ub2a5\uc131:<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc881\uc740 \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud574 \uacfc\ub3c4\ud558\uac8c \ud30c\uc778\ud29c\ub2dd\ud558\uba74 \ubaa8\ub378\uc774 \uc0ac\uc804 \ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c \uc2b5\ub4dd\ud55c \ud3ed\ub113\uc740 \uc5b8\uc5b4 \uc774\ud574 \ub2a5\ub825\uc744 \u201c\ub9dd\uac01\u201d\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 <\/span><b>catastrophic forgetting<\/b><span style=\"font-weight: 400;\">\uc774\ub77c \ubd88\ub9ac\ub294 \ud604\uc0c1\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"SFT%EC%9D%98_%EC%9D%BC%EB%B0%98%EC%A0%81%EC%9D%B8_%ED%99%9C%EC%9A%A9_%EC%82%AC%EB%A1%80\"><\/span><b>SFT\uc758 \uc77c\ubc18\uc801\uc778 \ud65c\uc6a9 \uc0ac\ub840\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>\uc0b0\uc5c5\u00a0<\/b><\/td>\n<td><b>\uc801\uc6a9 \ubd84\uc57c\u00a0<\/b><\/td>\n<td><b>SFT \ud65c\uc6a9 \uc124\uba85\u00a0<\/b><\/td>\n<td><b>\ube44\uc988\ub2c8\uc2a4 \ud6a8\uacfc \/ \uc774\uc810\u00a0<\/b><\/td>\n<td><b>\uc0ac\ub840 \/ \uc131\uacf5 \uc2a4\ud1a0\ub9ac\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud5ec\uc2a4\ucf00\uc5b4\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc9c8\ubcd1 \uc9c4\ub2e8 \ubc0f \uac1c\uc778 \ub9de\ucda4 \uc758\ub8cc<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc758\ub8cc \uae30\ub85d, \uc601\uc0c1, \uc784\uc0c1 \ub178\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \ubaa8\ub378\uc744 \ud30c\uc778\ud29c\ub2dd\ud558\uc5ec \uc9c4\ub2e8 \uc815\ud655\uc131\uacfc \uce58\ub8cc \uacc4\ud68d\uc744 \uac1c\uc120<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc815\ubc00\ud558\uace0 \ub9e5\ub77d\uc744 \uc778\uc2dd\ud55c \uc758\ub8cc \uc778\uc0ac\uc774\ud2b8 \uc81c\uacf5, \uac1c\uc778 \ub9de\ucda4\ud615 \ud658\uc790 \uce58\ub8cc \uc9c0\uc6d0, \uc9c4\ub2e8 \uc624\ub958 \uac10\uc18c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubc29\uc0ac\uc120 \uc601\uc0c1 \ubd84\uc11d \ub610\ub294 \uc2e0\uc57d \uac1c\ubc1c\uc744 \uc704\ud55c \ud30c\uc778\ud29c\ub2dd \ubaa8\ub378<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc784\uc0c1 \ubb38\uc11c\ud654\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc758\ub8cc \ubcf4\uace0\uc11c \uc0dd\uc131 \ubc0f \uc694\uc57d<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub3c4\uba54\uc778 \ud2b9\ud654 \uc6a9\uc5b4\ub97c \ud65c\uc6a9\ud574 \uc758\ub8cc \ubcf4\uace0\uc11c\ub97c \uc0dd\uc131 \ubc0f \uc694\uc57d\ud558\ub3c4\ub85d \ubaa8\ub378\uc744 \uc801\uc751<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc784\uc0c1\uc758 \uc0dd\uc0b0\uc131 \ud5a5\uc0c1, \uc77c\uad00\ub418\uace0 \uc815\ud655\ud55c \ubb38\uc11c\ud654 \ubcf4\uc7a5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">AI \uae30\ubc18 \uc784\uc0c1 \ub178\ud2b8 \uc0dd\uc131<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uae08\uc735\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc0ac\uae30 \ud0d0\uc9c0 \ubc0f \ub9ac\uc2a4\ud06c \ud3c9\uac00<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uac70\ub798 \ub370\uc774\ud130\uc640 \uaddc\uc81c \ubb38\uc11c\ub97c \uae30\ubc18\uc73c\ub85c \ud30c\uc778\ud29c\ub2dd\ud558\uc5ec \uc774\uc0c1 \ud0d0\uc9c0 \ubc0f \uc2e0\uc6a9 \ub9ac\uc2a4\ud06c \ud3c9\uac00<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc0ac\uae30 \uc608\ubc29 \uac15\ud654, \uaddc\uc81c \uc900\uc218 \uac00\uc18d\ud654, \ub9ac\uc2a4\ud06c \uad00\ub9ac \uac1c\uc120<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc2e0\uc6a9 \ud3c9\uac00 \ubc0f \uc0ac\uae30 \ubc29\uc9c0 \uc2dc\uc2a4\ud15c\uc5d0 \ud65c\uc6a9\ub41c \ud30c\uc778\ud29c\ub2dd \ubaa8\ub378<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc2dc\uc7a5 \uc2e0\ud638 \ud574\uc11d \ubc0f \uac70\ub798 \uc2e4\ud589<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub3c4\uba54\uc778 \ud2b9\ud654 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc2dc\uc7a5 \uc2e0\ud638\ub97c \ud574\uc11d\ud558\uace0 \uac70\ub798\ub97c \uc2e4\ud589\ud558\ub3c4\ub85d \ubaa8\ub378\uc744 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uac70\ub798 \uc815\ud655\uc131\uacfc \ubc18\uc751\uc131 \ud5a5\uc0c1, \uc790\ub3d9\ud654\ub41c \uc758\uc0ac\uacb0\uc815 \uc9c0\uc6d0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub3c4\uba54\uc778 \uc801\uc751\ud615 LLM\uc73c\ub85c \uac15\ud654\ub41c \uac70\ub798 \uc54c\uace0\ub9ac\uc998<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ub9ac\ud14c\uc77c &amp; \uc774\ucee4\uba38\uc2a4\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ucd94\ucc9c \uc2dc\uc2a4\ud15c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uace0\uac1d \ud589\ub3d9 \ubc0f \uc81c\ud488 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud30c\uc778\ud29c\ub2dd\ud558\uc5ec \ub9de\ucda4\ud615 \ucd94\ucc9c \ubc0f \uc7ac\uace0 \uad00\ub9ac \ucd5c\uc801\ud654<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud310\ub9e4 \uc804\ud658\uc728 \uc99d\uac00, \uace0\uac1d \ub9cc\uc871\ub3c4 \ud5a5\uc0c1, \ud488\uc808 \ubc0f \uacfc\uc789 \uc7ac\uace0 \uac10\uc18c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc544\ub9c8\uc874 \ucd94\ucc9c \uc5d4\uc9c4 \uac1c\uc120 \uc0ac\ub840<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uac10\uc131 \ubd84\uc11d\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uace0\uac1d \ud53c\ub4dc\ubc31 \ubc0f SNS \uac10\uc131 \ubd84\uc11d<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ube0c\ub79c\ub4dc \ubc0f \uc81c\ud488 \ub9e5\ub77d\uc5d0 \ub9de\uac8c \uace0\uac1d \ud53c\ub4dc\ubc31\uacfc \uc18c\uc15c \ubbf8\ub514\uc5b4 \uac10\uc131\uc744 \uc774\ud574\ud558\ub3c4\ub85d \ubaa8\ub378 \ud559\uc2b5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud0c0\uac9f \ub9c8\ucf00\ud305 \uac00\ub2a5, \uace0\uac1d \ucc38\uc5ec\ub3c4 \ud5a5\uc0c1, \ube0c\ub79c\ub4dc \ud3c9\ud310 \uad00\ub9ac \uac1c\uc120<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ube0c\ub79c\ub4dc \ubaa8\ub2c8\ud130\ub9c1\uc744 \uc704\ud55c \uac10\uc131 \ubd84\uc11d<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc81c\uc870\uc5c5\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc608\uce21 \uc720\uc9c0\ubcf4\uc218<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc13c\uc11c \ubc0f \uc7a5\ube44 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud30c\uc778\ud29c\ub2dd\ud558\uc5ec \uace0\uc7a5\uc744 \uc608\uce21\ud558\uace0 \uc0ac\uc804 \uc720\uc9c0\ubcf4\uc218 \uc77c\uc815 \uc218\ub9bd<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub2e4\uc6b4\ud0c0\uc784 \uac10\uc18c, \uc720\uc9c0\ubcf4\uc218 \ube44\uc6a9 \uc808\uac10, \uc6b4\uc601 \ud6a8\uc728\uc131 \ud5a5\uc0c1<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud14c\uc2ac\ub77c \uc624\ud1a0\ud30c\uc77c\ub7ff\uc758 \uc2e4\uc2dc\uac04 \ud0d0\uc9c0\ub97c \uc704\ud55c \ud30c\uc778\ud29c\ub2dd \ube44\uc804 \ubaa8\ub378<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud488\uc9c8 \uad00\ub9ac\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc0dd\uc0b0 \ub77c\uc778 \uacb0\ud568 \ud0d0\uc9c0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ube44\uc804 \ubaa8\ub378\uc744 \uc801\uc751\uc2dc\ucf1c \uc0dd\uc0b0 \ub77c\uc778\uc5d0\uc11c \uacb0\ud568\uc774\ub098 \uc774\uc0c1\uc744 \ud0d0\uc9c0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc81c\ud488 \ud488\uc9c8 \ud5a5\uc0c1, \ud3d0\uae30\ubb3c \ubc0f \ub9ac\ucf5c \uac10\uc18c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uacb0\ud568 \ud0d0\uc9c0\ub97c \uc704\ud55c \ud30c\uc778\ud29c\ub2dd \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ubc95\ub960\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uacc4\uc57d \uac80\ud1a0 \ubc0f \uaddc\uc81c \uc900\uc218<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubc95\ub960 \ubb38\uc11c\ub97c \uae30\ubc18\uc73c\ub85c \ud575\uc2ec \uc870\ud56d \ucd94\ucd9c, \uc0ac\ub840 \uc694\uc57d, \uaddc\uc81c \uc900\uc218 \ubcf4\uc7a5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubc95\ub960 \uac80\ud1a0 \uc18d\ub3c4 \ud5a5\uc0c1, \uc624\ub958 \uac10\uc18c, \uaddc\uc81c \uc900\uc218 \uc9c0\uc6d0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uacc4\uc57d \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\ub294 AI \ub3c4\uad6c<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uace0\uac1d \uc11c\ube44\uc2a4\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc9c0\ub2a5\ud615 \ucc57\ubd07<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uae30\uc5c5\ubcc4 FAQ, \uc815\ucc45, \uc0c1\ud638\uc791\uc6a9 \ub85c\uadf8\ub97c \uae30\ubc18\uc73c\ub85c \ud559\uc2b5\ud558\uc5ec \uc815\ud655\ud558\uace0 \uc77c\uad00\ub41c \uace0\uac1d \uc9c0\uc6d0 \uc81c\uacf5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ucd5c\ucd08 \ubb38\uc758 \ud574\uacb0\ub960 \ud5a5\uc0c1, \uc9c0\uc6d0 \ube44\uc6a9 \uc808\uac10, \uace0\uac1d \uacbd\ud5d8 \uac1c\uc120<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud1b5\uc2e0\uc0ac \ucc57\ubd07 \ud30c\uc778\ud29c\ub2dd \uc0ac\ub840<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uacf5\uae09\ub9dd &amp; \ubb3c\ub958\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc218\uc694 \uc608\uce21 \ubc0f \ucd5c\uc801\ud654<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uacfc\uac70 \ud310\ub9e4 \ubc0f \ubb3c\ub958 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud30c\uc778\ud29c\ub2dd\ud558\uc5ec \uc7ac\uace0 \ubc0f \ubc30\uc1a1 \uc77c\uc815 \ucd5c\uc801\ud654<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ube44\uc6a9 \uc808\uac10, \ubc30\uc1a1 \uc2dc\uac04 \uac1c\uc120, \uacf5\uae09\ub9dd \ud68c\ubcf5\ub825 \uac15\ud654<\/span><\/td>\n<td><span style=\"font-weight: 400;\">AI \uc608\uce21\uc744 \ud1b5\ud55c \uc18c\ub9e4\uc5c5\uccb4 \uacf5\uae09\ub9dd \ucd5c\uc801\ud654<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc790\uc5f0\uc5b4 \ucc98\ub9ac\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub3c4\uba54\uc778 \ud2b9\ud654 \uc5b8\uc5b4 \ubaa8\ub378<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uae30\uc220 \ub9e4\ub274\uc5bc, \uacfc\ud559 \ubb38\ud5cc, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ub4f1 \ud2b9\uc218 \uc5b8\uc5b4 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \uc77c\ubc18 LLM\uc744 \uc801\uc751<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud14d\uc2a4\ud2b8 \uc0dd\uc131, \uc694\uc57d, \ubc88\uc5ed\uc758 \uc815\ud655\uc131\uacfc \uad00\ub828\uc131 \ud5a5\uc0c1<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uacfc\ud559 \uc5f0\uad6c \uc9c0\uc6d0\uc744 \uc704\ud55c \ud30c\uc778\ud29c\ub2dd GPT \ubaa8\ub378<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc74c\uc131 \uc778\uc2dd\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc5b5\uc591 \ubc0f \uc6a9\uc5b4 \uc801\uc751<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub3c4\uba54\uc778 \ud2b9\ud654 \uc5b4\ud718, \uc5b5\uc591, \uc18c\uc74c \ud658\uacbd\uc744 \uc778\uc2dd\ud558\ub3c4\ub85d \uc74c\uc131 \ubaa8\ub378\uc744 \ud30c\uc778\ud29c\ub2dd<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc804\uc0ac \uc815\ud655\uc131 \ud5a5\uc0c1, \ub2e4\uad6d\uc5b4 \ubc0f \uae30\uc220\uc801 \uc0ac\uc6a9 \uc0ac\ub840 \uc9c0\uc6d0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u2014<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"SFT_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%A4%80%EB%B9%84%EB%A5%BC_%EC%9C%84%ED%95%9C_%EB%AA%A8%EB%B2%94_%EC%82%AC%EB%A1%80\"><\/span><b>SFT \ub370\uc774\ud130 \uc900\ube44\ub97c \uc704\ud55c \ubaa8\ubc94 \uc0ac\ub840<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\ud6a8\uacfc\uc801\uc778 \ub370\uc774\ud130 \uc900\ube44\ub294 \uc131\uacf5\uc801\uc778 \uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd(SFT)\uc758 \ud1a0\ub300\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc14b\uc758 \ud488\uc9c8, \ub300\ud45c\uc131, \uad6c\uc870\ub294 \ubaa8\ub378\uc758 \uc815\ud655\uc131, \uc77c\ubc18\ud654 \ub2a5\ub825, \uadf8\ub9ac\uace0 \uacac\uace0\uc131\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. \uc544\ub798\ub294 \ub530\ub77c\uc57c \ud560 \uc8fc\uc694 \ubaa8\ubc94 \uc0ac\ub840\uc785\ub2c8\ub2e4.<\/span><\/p>\n<div id=\"attachment_41097\" style=\"width: 1677px\" class=\"wp-caption alignnone\"><img decoding=\"async\" aria-describedby=\"caption-attachment-41097\" class=\"wp-image-41097 size-full\" src=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-53.png\" alt=\"SFT \ub370\uc774\ud130 \uc900\ube44\ub97c \uc704\ud55c \ubaa8\ubc94 \uc0ac\ub840\" width=\"1667\" height=\"938\" srcset=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-53.png 1667w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-53-300x169.png 300w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-53-1024x576.png 1024w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-53-768x432.png 768w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-53-1536x864.png 1536w\" sizes=\"(max-width: 1667px) 100vw, 1667px\" \/><p id=\"caption-attachment-41097\" class=\"wp-caption-text\">SFT \ub370\uc774\ud130 \uc900\ube44\ub97c \uc704\ud55c \ubaa8\ubc94 \uc0ac\ub840<\/p><\/div>\n<ol>\n<li><b> \uace0\ud488\uc9c8\uc758 \uad00\ub828 \ub370\uc774\ud130 \uc218\uc9d1\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uccad\uacb0\uc131:<\/b><span style=\"font-weight: 400;\"> \uc911\ubcf5, \ubd88\uc77c\uce58, \ubb34\uad00\ud558\uac70\ub098 \uc7a1\uc74c\uc774 \ub9ce\uc740 \ud56d\ubaa9\uc744 \uc81c\uac70\ud558\uc5ec \ubaa8\ub378 \ud63c\ub780\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uad00\ub828\uc131:<\/b><span style=\"font-weight: 400;\"> \ub370\uc774\ud130 \uc608\uc2dc\uac00 \uc2e4\uc81c \ubc30\ud3ec \ud658\uacbd\uc5d0\uc11c \ubaa8\ub378\uc774 \uc811\ud558\uac8c \ub420 \uc785\ub825\uacfc \ubc00\uc811\ud558\uac8c \uc77c\uce58\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub300\ud45c\uc131:<\/b><span style=\"font-weight: 400;\"> \ub2e4\uc591\ud55c \ubcc0\ud615, \uc5e3\uc9c0 \ucf00\uc774\uc2a4, \uc2dc\ub098\ub9ac\uc624\ub97c \ud3ec\ud568\ud558\uc5ec \ud3b8\ud5a5\uc744 \uc904\uc774\uace0 \uc77c\ubc18\ud654\ub97c \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uade0\ud615 \ub370\uc774\ud130\uc14b:<\/b><span style=\"font-weight: 400;\"> \ud2b9\uc815 \ud074\ub798\uc2a4\ub098 \uacb0\uacfc\uac00 \uacfc\ub3c4\ud558\uac8c \ub300\ud45c\ub418\uc9c0 \uc54a\ub3c4\ub85d \ud558\uc5ec \ud3b8\ud5a5\ub41c \uc608\uce21\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"2\">\n<li><b> \uc801\uc808\ud55c \ub77c\ubca8\ub9c1 \ubc0f \ub370\uc774\ud130 \ub77c\ubca8\ub9c1<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uba85\ud655\ud55c \uc9c0\uce68:<\/b><span style=\"font-weight: 400;\"> \uc8fc\uc11d \uc9c0\uce68\uc744 \uc815\ud655\ud788 \uc815\uc758\ud558\uc5ec \ub77c\ubca8\ub7ec \uac04 \uc77c\uad00\uc131\uc744 \ud655\ubcf4\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc804\ubb38\uac00 \uac80\ud1a0:<\/b><span style=\"font-weight: 400;\"> \uc758\ub8cc, \ubc95\ub960 \ub4f1 \ud2b9\uc218 \ub370\uc774\ud130 \ub77c\ubca8\ub9c1\uc5d0\ub294 \ub3c4\uba54\uc778 \uc804\ubb38\uac00\ub97c \ucc38\uc5ec\uc2dc\ucf1c \uc815\ud655\uc131\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud488\uc9c8 \uad00\ub9ac:<\/b><span style=\"font-weight: 400;\"> \ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130\ub97c \uc815\uae30\uc801\uc73c\ub85c \uac10\uc0ac\ud558\uc5ec \uc624\ub958\ub098 \ubaa8\ud638\uc131\uc744 \ud0d0\uc9c0\ud558\uace0 \uc218\uc815\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"3\">\n<li><b> \uc62c\ubc14\ub978 \ub370\uc774\ud130 \ud615\uc2dd \uc720\uc9c0\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">JSON Lines(JSONL)\uacfc \uac19\uc740 \uc9c0\uc6d0 \ud615\uc2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac01 \uc904\uc5d0 \uc785\ub825-\ucd9c\ub825 \uc30d\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc785\ub825\uacfc \ucd9c\ub825\uc774 \uba85\ud655\ud788 \uad6c\ubd84\ub418\uace0 \ud544\uc694 \uc2dc \uc62c\ubc14\ub974\uac8c \ud1a0\ud06c\ub098\uc774\uc988\ub418\uc5c8\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc624\ub514\uc624 \ub4f1 \uba40\ud2f0\ubaa8\ub2ec \ub370\uc774\ud130\uc758 \uacbd\uc6b0 \uc77c\uad00\ub418\uace0 \ud638\ud658 \uac00\ub2a5\ud55c \ud615\uc2dd\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"4\">\n<li><b> \ub370\uc774\ud130\uc14b \ud06c\uae30\uc640 \ub2e4\uc591\uc131 \ucd5c\uc801\ud654\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ucd5c\uc18c \uc2e4\ud589 \uac00\ub2a5\ud55c \ub370\uc774\ud130\uc14b(\uc608: 100~1,000 \uc608\uc2dc)\uc73c\ub85c \uc2dc\uc791\ud558\uace0 \ud544\uc694\uc5d0 \ub530\ub77c \ud655\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc591\ubcf4\ub2e4 \uc9c8\uc744 \uc6b0\uc120\uc2dc\ud558\uba70, \uc798 \uc815\uc81c\ub41c \uc791\uc740 \ub370\uc774\ud130\uc14b\uc774 \ud070 \uc7a1\uc74c \ub370\uc774\ud130\uc14b\ubcf4\ub2e4 \uc131\ub2a5\uc774 \uc6b0\uc218\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \uc99d\uac15 \uae30\ubc95(\ud328\ub7ec\ud504\ub808\uc774\uc9d5, \ub3d9\uc758\uc5b4 \uad50\uccb4, \ud569\uc131 \uc608\uc2dc)\uc744 \ud65c\uc6a9\ud574 \uacfc\ub3c4\ud55c \ub77c\ubca8\ub9c1 \ube44\uc6a9 \uc5c6\uc774 \ub2e4\uc591\uc131\uc744 \ub192\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"5\">\n<li><b> \ud559\uc2b5, \uac80\uc99d, \ud14c\uc2a4\ud2b8 \ub370\uc774\ud130 \ubd84\ub9ac\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \ub204\uc218\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \ud559\uc2b5, \uac80\uc99d, \ud14c\uc2a4\ud2b8 \uc138\ud2b8\ub97c \uc5c4\uaca9\ud788 \ubd84\ub9ac\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud559\uc2b5 \uc911 \uac80\uc99d \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc131\ub2a5\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uacfc\uc801\ud569\uc744 \uc608\ubc29\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ubcf4\uc9c0 \ubabb\ud55c \ub370\uc774\ud130\ub85c \ud14c\uc2a4\ud2b8\ud558\uc5ec \uc2e4\uc81c \ud658\uacbd\uc5d0\uc11c\uc758 \uc77c\ubc18\ud654 \ub2a5\ub825\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"6\">\n<li><b> \uacfc\uc801\ud569 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ubc29\uc9c0\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud559\uc2b5 \uc911 \uc870\uae30 \uc885\ub8cc, \ub4dc\ub86d\uc544\uc6c3, \uac00\uc911\uce58 \uc815\uaddc\ud654\uc640 \uac19\uc740 \uae30\ubc95\uc744 \uc801\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uac80\uc99d \ub370\uc774\ud130\uc5d0\uc11c \uc815\ud655\ub3c4, \uc190\uc2e4, BLEU\/ROUGE \ub4f1 \ubaa8\ub378 \uc9c0\ud45c\ub97c \uc815\uae30\uc801\uc73c\ub85c \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uac80\uc99d \ud53c\ub4dc\ubc31\uc5d0 \ub530\ub77c \ud559\uc2b5\ub960, \ubc30\uce58 \ud06c\uae30, \uc5d0\ud3ec\ud06c \uc218\uc640 \uac19\uc740 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"7\">\n<li><b> \uc804\uc774 \ud559\uc2b5 \uae30\ubc95 \ud65c\uc6a9\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc77c\ubc18 \uc9c0\uc2dd\uc744 \ud3ec\ucc29\ud558\ub294 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc758 \ud558\uc704 \ub808\uc774\uc5b4\ub97c \uace0\uc815\ud558\uc5ec \uae30\ubcf8 \ub2a5\ub825\uc744 \ubcf4\uc874\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc791\uc5c5 \ud2b9\ud654 \ub808\uc774\uc5b4\ub9cc \ud30c\uc778\ud29c\ub2dd\ud558\uc5ec \ud559\uc2b5 \uc2dc\uac04\uc744 \uc904\uc774\uace0 catastrophic forgetting\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"8\">\n<li><b> \uc9c0\uc18d\uc801\uc778 \ubc18\ubcf5\uacfc \uac1c\uc120\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud30c\uc778\ud29c\ub2dd\uc740 \ubc18\ubcf5\uc801\uc778 \uacfc\uc815\uc73c\ub85c, \ubaa8\ub378 \uc131\ub2a5\uacfc \uc2e4\uc81c \ud14c\uc2a4\ud2b8\uc5d0\uc11c \uc5bb\uc740 \ud53c\ub4dc\ubc31\uc744 \ud65c\uc6a9\ud574 \ub370\uc774\ud130\uc14b\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ubc30\ud3ec \uacfc\uc815\uc5d0\uc11c \ubc1c\uacac\ub41c \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc640 \uc5e3\uc9c0 \ucf00\uc774\uc2a4\ub97c \ubc18\uc601\ud558\uc5ec \ubaa8\ub378\uc744 \ucd5c\uc2e0 \uc0c1\ud0dc\ub85c \uc720\uc9c0\ud558\uace0 \uacac\uace0\uc131\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9D%B8%EA%B0%84_%ED%94%BC%EB%93%9C%EB%B0%B1_%EA%B8%B0%EB%B0%98_%EA%B0%95%ED%99%94_%ED%95%99%EC%8A%B5RLHF_%EC%9D%B8%EA%B0%84_%EC%84%A0%ED%98%B8%EC%99%80%EC%9D%98_%EC%A0%95%EB%A0%AC\"><\/span><b>\uc778\uac04 \ud53c\ub4dc\ubc31 \uae30\ubc18 \uac15\ud654 \ud559\uc2b5(RLHF): \uc778\uac04 \uc120\ud638\uc640\uc758 \uc815\ub82c<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uc778\uac04 \ud53c\ub4dc\ubc31 \uae30\ubc18 \uac15\ud654 \ud559\uc2b5(RLHF)\uc740 \uc0ac\uc804 \ud559\uc2b5\ub41c \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc744 \uc778\uac04\uc758 \ud310\ub2e8\uc744 \ud559\uc2b5 \uacfc\uc815\uc5d0 \ubc18\uc601\ud558\uc5ec \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uace0\uae09 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc95\uc785\ub2c8\ub2e4. \uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd(SFT)\uc774 \uace0\uc815\ub41c \ub77c\ubca8\ub9c1 \ub370\uc774\ud130\uc14b\uc5d0 \uc758\uc874\ud558\ub294 \uac83\uacfc \ub2ec\ub9ac, RLHF\ub294 \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \ud65c\uc6a9\ud574 \ubcf4\uc0c1 \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uace0 \uc774\ub97c \ud1b5\ud574 AI\uac00 \ubcf5\uc7a1\ud558\uace0 \ubbf8\ubb18\ud55c \uc778\uac04\uc758 \uac00\uce58\uc640 \uc120\ud638\uc5d0 \ub354 \uc798 \ub9de\ub294 \ucd9c\ub825\uc744 \uc0dd\uc131\ud558\ub3c4\ub85d \uc720\ub3c4\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"RLHF%EC%9D%98_%EC%9E%91%EB%8F%99_%EB%B0%A9%EC%8B%9D\"><\/span><b>RLHF\uc758 \uc791\ub3d9 \ubc29\uc2dd\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div id=\"attachment_41133\" style=\"width: 1677px\" class=\"wp-caption alignnone\"><img decoding=\"async\" aria-describedby=\"caption-attachment-41133\" class=\"wp-image-41133 size-full\" src=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-67.png\" alt=\"RLHF\uc758 \uc791\ub3d9 \ubc29\uc2dd\" width=\"1667\" height=\"938\" srcset=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-67.png 1667w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-67-300x169.png 300w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-67-1024x576.png 1024w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-67-768x432.png 768w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-67-1536x864.png 1536w\" sizes=\"(max-width: 1667px) 100vw, 1667px\" \/><p id=\"caption-attachment-41133\" class=\"wp-caption-text\">RLHF\uc758 \uc791\ub3d9 \ubc29\uc2dd<\/p><\/div>\n<p><b>Step 1: \uc778\uac04 \ud53c\ub4dc\ubc31 \uc218\uc9d1\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc778\uac04 \ud3c9\uac00\uc790\uac00 \ubaa8\ub378\uc774 \uc0dd\uc131\ud55c \ucd9c\ub825\uc744 \uac80\ud1a0\ud558\uace0 \ud488\uc9c8, \uad00\ub828\uc131 \ub4f1 \uae30\uc900\uc5d0 \ub530\ub77c \uc21c\uc704\ub97c \ub9e4\uae30\uac70\ub098 \uc810\uc218\ub97c \ubd80\uc5ec\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \ud53c\ub4dc\ubc31\uc740 \uba85\uc2dc\uc801\uc73c\ub85c \uc778\ucf54\ub529\ud558\uae30 \uc5b4\ub824\uc6b4 \ubcf5\uc7a1\ud55c \uc120\ud638\ub97c \ud3ec\ucc29\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>Step 2: \ubcf4\uc0c1 \ubaa8\ub378 \ud559\uc2b5<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc778\uac04 \ud53c\ub4dc\ubc31 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubcf4\uc0c1 \ubaa8\ub378\uc744 \uc9c0\ub3c4 \ud559\uc2b5 \ubc29\uc2dd\uc73c\ub85c \ud559\uc2b5\uc2dc\ucf1c \ud2b9\uc815 \ucd9c\ub825\uc5d0 \ub300\ud55c \uc778\uac04 \uc810\uc218\ub97c \uc608\uce21\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc774 \ubcf4\uc0c1 \ubaa8\ub378\uc740 \uc778\uac04\uc758 \uc120\ud638\ub97c \ud559\uc2b5 \uac00\ub2a5\ud55c \ud568\uc218\ub85c \uc815\ub7c9\ud654\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>Step 3: \uac15\ud654 \ud559\uc2b5 \ucd5c\uc801\ud654\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LLM\uc740 \uac15\ud654 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998(\uc608: PPO, Proximal Policy Optimization)\uc744 \uc0ac\uc6a9\ud574 \ubcf4\uc0c1 \ubaa8\ub378\uc774 \uc608\uce21\ud55c \ubcf4\uc0c1\uc744 \ucd5c\ub300\ud654\ud558\ub3c4\ub85d \uc815\ucc45\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ubaa8\ub378\uc740 \ub354 \ub192\uc740 \ubcf4\uc0c1 \uc810\uc218\ub97c \ubc1b\ub294 \ucd9c\ub825\uc744 \uc0dd\uc131\ud558\uba74\uc11c \ubc18\ubcf5\uc801\uc73c\ub85c \uac1c\uc120\ub418\uc5b4 \uc778\uac04 \uae30\ub300\uc640 \uc815\ub82c\ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>Step 4: \ud3c9\uac00 \ubc0f \ubc18\ubcf5<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ubaa8\ub378\uc758 \ucd9c\ub825\uc740 \uc778\uac04\uacfc \ubcf4\uc0c1 \ubaa8\ub378\uc5d0 \uc758\ud574 \uc9c0\uc18d\uc801\uc73c\ub85c \ud3c9\uac00\ub418\uc5b4 \uc815\ub82c\uc744 \ubcf4\uc7a5\ud558\uace0 \ubc14\ub78c\uc9c1\ud558\uc9c0 \uc54a\uc740 \ud589\ub3d9\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc774 \uacfc\uc815\uc740 \ubc18\ubcf5\ub418\uba70 \ubcf4\uc0c1 \ubaa8\ub378\uacfc LLM\uc758 \uc815\ucc45\uc744 \ud568\uaed8 \uc815\uc81c\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>Step 5: \ubc30\ud3ec\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">RLHF\ub85c \ud30c\uc778\ud29c\ub2dd\ub41c \ubaa8\ub378\uc740 \uc2e4\uc81c \ud658\uacbd\uc5d0 \ubc30\ud3ec\ub418\uc5b4 \ub300\ud654\ud615 \uc5d0\uc774\uc804\ud2b8, \ucf58\ud150\uce20 \uc0dd\uc131, \ucd94\ucc9c \uc2dc\uc2a4\ud15c \ub4f1\uc5d0\uc11c \ud65c\uc6a9\ub418\uba70, \uc778\uac04\uc758 \uac00\uce58\uc640 \uc120\ud638\ub97c \ub354 \uc798 \ubc18\uc601\ud558\ub294 \ucd9c\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"RLHF_%ED%95%99%EC%8A%B5_%EA%B3%BC%EC%A0%95_%EC%9A%94%EC%95%BD\"><\/span><b>RLHF \ud559\uc2b5 \uacfc\uc815 \uc694\uc57d\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>\ub2e8\uacc4\u00a0<\/b><\/td>\n<td><b>\uc124\uba85\u00a0<\/b><\/td>\n<td><b>\ube44\uc988\ub2c8\uc2a4 \uc774\uc810\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">1. \uc778\uac04 \ud53c\ub4dc\ubc31 \uc218\uc9d1\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04 \ud3c9\uac00\uc790\uac00 \ubaa8\ub378 \ucd9c\ub825\uc5d0 \ub300\ud574 \uc21c\uc704\ub098 \uc810\uc218\ub97c \ubd80\uc5ec\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubbf8\ubb18\ud558\uace0 \ub9e5\ub77d \ud2b9\ud654\ub41c \uc778\uac04 \uc120\ud638\ub97c \ud3ec\ucc29\ud569\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">2. \ubcf4\uc0c1 \ubaa8\ub378 \ud559\uc2b5\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04 \ud53c\ub4dc\ubc31 \uc810\uc218\ub97c \uc608\uce21\ud558\ub3c4\ub85d \uc9c0\ub3c4 \ud559\uc2b5 \ubaa8\ub378\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc8fc\uad00\uc801\uc778 \uc778\uac04 \ud310\ub2e8\uc744 \uc815\ub7c9\uc801 \ubcf4\uc0c1 \ud568\uc218\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">3. \uac15\ud654 \ud559\uc2b5\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">RL \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud574 LLM\uc744 \ucd5c\uc801\ud654\ud558\uc5ec \ubcf4\uc0c1 \ubaa8\ub378\uc758 \ucd9c\ub825\uc744 \ucd5c\ub300\ud654\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubaa8\ub378 \ud589\ub3d9\uc744 \ubcf5\uc7a1\ud55c \uc778\uac04 \uac00\uce58\uc640 \ubaa9\ud45c\uc5d0 \uc815\ub82c\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">4. \ud3c9\uac00 \ubc0f \ubc18\ubcf5\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04 \uc785\ub825\uacfc \ubcf4\uc0c1 \ubaa8\ub378 \ud53c\ub4dc\ubc31\uc744 \ud1b5\ud574 \ubaa8\ub378 \ucd9c\ub825\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ud3c9\uac00\ud558\uace0 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">AI \uc751\ub2f5\uc758 \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uacfc \uc548\uc804\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">5. \ubc30\ud3ec\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubbf8\ubb18\ud55c \uc774\ud574\uac00 \ud544\uc694\ud55c \uc2e4\uc81c \uc751\uc6a9 \ubd84\uc57c\uc5d0 \ubaa8\ub378\uc744 \ubc30\ud3ec\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub354 \uc815\ud655\ud558\uace0 \uc720\uc6a9\ud558\uba70 \uc0ac\uc6a9\uc790 \uae30\ub300\uc5d0 \ubd80\ud569\ud558\ub294 AI \ucd9c\ub825\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"RLHF%EC%9D%98_%EC%A3%BC%EC%9A%94_%EC%9D%B4%EC%A0%90\"><\/span><b>RLHF\uc758 \uc8fc\uc694 \uc774\uc810\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc778\uac04 \uac00\uce58\uc640\uc758 \uc815\ub82c:<\/b><span style=\"font-weight: 400;\"> RLHF\ub294 \ubaa8\ub378\uc774 \uc724\ub9ac\uc801\u00b7\uc0ac\ud68c\uc801 \uaddc\ubc94\uc744 \ud3ec\ud568\ud55c \ubcf5\uc7a1\ud55c \uc778\uac04 \uc120\ud638\ub97c \ub354 \uc798 \uc774\ud574\ud558\uace0 \ubc18\uc601\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ucd9c\ub825 \ud488\uc9c8 \ud5a5\uc0c1:<\/b><span style=\"font-weight: 400;\"> RLHF\ub85c \ud559\uc2b5\ub41c \ubaa8\ub378\uc740 \ub2e8\uc21c \uc9c0\ub3c4 \ud559\uc2b5 \ubaa8\ub378\ubcf4\ub2e4 \ub354 \uc77c\uad00\ub418\uace0 \ub9e5\ub77d\uc5d0 \uc801\ud569\ud558\uba70 \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc751\ub2f5\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubaa8\ud638\uc131\uacfc \uc8fc\uad00\uc131 \ucc98\ub9ac:<\/b><span style=\"font-weight: 400;\"> RLHF\ub294 \uc815\ub2f5\uc774 \uc8fc\uad00\uc801\uc774\uac70\ub098 \uc54c\uace0\ub9ac\uc998\uc801\uc73c\ub85c \uc815\uc758\ud558\uae30 \uc5b4\ub824\uc6b4 \uc791\uc5c5(\uc608: \uc720\uba38, \uacf5\uc190\ud568, \ucc3d\uc758\uc131)\uc5d0 \uac15\uc810\uc744 \ubcf4\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc720\ud574 \ucf58\ud150\uce20 \uac10\uc18c:<\/b><span style=\"font-weight: 400;\"> \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \ubc18\uc601\ud568\uc73c\ub85c\uc368 RLHF\ub294 \ud3b8\ud5a5\ub418\uac70\ub098 \uc720\ud574\ud55c, \ubd80\uc801\uc808\ud55c \ucd9c\ub825\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc9c0\uc18d\uc801 \uac1c\uc120:<\/b><span style=\"font-weight: 400;\"> RLHF\uc758 \ubc18\ubcf5\uc801 \ud2b9\uc131\uc740 \ubaa8\ub378\uc774 \uc778\uac04 \uc120\ud638\uc640 \uc0ac\ud68c\uc801 \uae30\uc900 \ubcc0\ud654\uc5d0 \ub9de\ucdb0 \uc9c4\ud654\ud558\uace0 \uc801\uc751\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"RLHF%EC%9D%98_%ED%95%9C%EA%B3%84\"><\/span><b>RLHF\uc758 \ud55c\uacc4\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc778\uac04 \ud53c\ub4dc\ubc31 \ube44\uc6a9 \ubc0f \ud655\uc7a5\uc131:<\/b><span style=\"font-weight: 400;\"> \uace0\ud488\uc9c8 \uc778\uac04 \uc8fc\uc11d\uc744 \uc218\uc9d1\ud558\ub294 \uac83\uc740 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4e4\uace0 \uc2dc\uac04\uc774 \uc18c\uc694\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud53c\ub4dc\ubc31 \ud3b8\ud5a5:<\/b><span style=\"font-weight: 400;\"> \uc778\uac04 \ud53c\ub4dc\ubc31\uc774 \ub2e4\uc591\ud558\uac70\ub098 \ub300\ud45c\uc131\uc774 \ubd80\uc871\ud560 \uacbd\uc6b0 \ubaa8\ub378\uc774 \uc758\ub3c4\uce58 \uc54a\uc740 \ud3b8\ud5a5\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud559\uc2b5 \ubcf5\uc7a1\uc131:<\/b><span style=\"font-weight: 400;\"> RLHF\ub294 \uac15\ud654 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ud604\ud558\uae30 \uc704\ud574 \uc815\uad50\ud55c \uc778\ud504\ub77c\uc640 \uc804\ubb38 \uc9c0\uc2dd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubcf4\uc0c1 \ubaa8\ub378 \ubd88\uc77c\uce58 \uac00\ub2a5\uc131:<\/b><span style=\"font-weight: 400;\"> \ubd88\uc644\uc804\ud55c \ubcf4\uc0c1 \ubaa8\ub378\uc740 \uc778\uac04 \uc120\ud638\ub97c \ucda9\ubd84\ud788 \ud3ec\ucc29\ud558\uc9c0 \ubabb\ud574 \uc758\ub3c4\uce58 \uc54a\uc740 \ud589\ub3d9\uc744 \uc720\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"RLHF%EC%9D%98_%EC%9D%BC%EB%B0%98%EC%A0%81%EC%9D%B8_%ED%99%9C%EC%9A%A9_%EC%82%AC%EB%A1%80\"><\/span><b>RLHF\uc758 \uc77c\ubc18\uc801\uc778 \ud65c\uc6a9 \uc0ac\ub840\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>\uc0b0\uc5c5\u00a0<\/b><\/td>\n<td><b>\uc801\uc6a9 \ubd84\uc57c\u00a0<\/b><\/td>\n<td><b>RLHF \ud65c\uc6a9 \uc124\uba85\u00a0<\/b><\/td>\n<td><b>\ube44\uc988\ub2c8\uc2a4 \ud6a8\uacfc \/ \uc774\uc810\u00a0<\/b><\/td>\n<td><b>\uc0ac\ub840 \/ \uc131\uacf5 \uc2a4\ud1a0\ub9ac\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc790\uc728\uc8fc\ud589\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc790\uc728\uc8fc\ud589 \uc790\ub3d9\ucc28\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">RLHF\ub294 \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \uc6b4\uc804 \uacb0\uc815\uacfc \uc548\uc804\uc5d0 \ubc18\uc601\ud558\uc5ec \uc790\uc728\uc8fc\ud589\ucc28\uac00 \ubcf5\uc7a1\ud558\uace0 \uc608\uce21 \ubd88\uac00\ub2a5\ud55c \uc0c1\ud669\uc744 \ud559\uc2b5\ud558\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc2e4\uc81c \ud658\uacbd\uc5d0\uc11c \uc758\uc0ac\uacb0\uc815 \uac1c\uc120, \uc548\uc804\uc131 \uac15\ud654, \uc5e3\uc9c0 \ucf00\uc774\uc2a4 \ucc98\ub9ac \ub2a5\ub825 \ud5a5\uc0c1<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04 \ucc38\uc5ec \uae30\ubc18 \uc790\uc728\uc8fc\ud589 \ub0b4\ube44\uac8c\uc774\uc158 \ud559\uc2b5<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc774\ucee4\uba38\uc2a4 &amp; \uc2a4\ud2b8\ub9ac\ubc0d\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uac1c\uc778\ud654 \ucd94\ucc9c\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">RLHF\ub294 \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uacfc \ud53c\ub4dc\ubc31\uc744 \uae30\ubc18\uc73c\ub85c \ucd94\ucc9c \uc54c\uace0\ub9ac\uc998\uc744 \uc870\uc815\ud558\uc5ec \ub354 \uc815\ud655\ud558\uace0 \uac1c\uc778\ud654\ub41c \uc81c\uc548\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub9de\ucda4\ud615 \ucf58\ud150\uce20\uc640 \uc81c\ud488 \ucd94\ucc9c\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790 \ucc38\uc5ec, \ub9cc\uc871\ub3c4, \uc804\ud658\uc728 \uc99d\uac00<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uac1c\uc778\ud654\ub41c \uc1fc\ud551 \ubc0f \ucf58\ud150\uce20 \ucd94\ucc9c<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud5ec\uc2a4\ucf00\uc5b4\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc758\ub8cc \uc9c4\ub2e8 \ubc0f \uce58\ub8cc\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc804\ubb38\uac00 \ud53c\ub4dc\ubc31\uc744 \ubc18\uc601\ud558\uc5ec \uc758\ub8cc \uc601\uc0c1 \ubc0f \ud658\uc790 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c AI \ubaa8\ub378\uc744 \uc815\uc81c\ud574 \ub354 \uc815\ud655\ud55c \uc9c4\ub2e8\uacfc \uce58\ub8cc \uad8c\uace0\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc9c4\ub2e8 \uc815\ud655\uc131 \ud5a5\uc0c1, \uac1c\uc778 \ub9de\ucda4\ud615 \uce58\ub8cc \uc9c0\uc6d0, \ud658\uc790 \uacb0\uacfc \uac1c\uc120<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc784\uc0c1\uc758 \ud53c\ub4dc\ubc31\uc73c\ub85c \uc815\uc81c\ub41c AI \uc9c4\ub2e8 \ub3c4\uad6c<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ub85c\ubcf4\ud2f1\uc2a4\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubcf5\uc7a1\ud55c \uc791\uc5c5 \ud559\uc2b5\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04\uc758 \uc9c0\ub3c4\uc640 \uad50\uc815\uc744 \ud1b5\ud569\ud558\uc5ec \ub85c\ubd07\uc774 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \uc548\uc804\ud558\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \ud559\uc2b5\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub85c\ubd07\uc758 \uc801\uc751\uc131, \uc548\uc804\uc131, \uc131\ub2a5 \ud5a5\uc0c1<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc870\ub9bd \ubc0f \uc870\uc791 \uc791\uc5c5\uc744 \ud559\uc2b5\ud558\ub294 \uc0b0\uc5c5\uc6a9 \ub85c\ubd07<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ub300\ud654\ud615 AI\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ucc57\ubd07 &amp; \uac00\uc0c1 \ube44\uc11c\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">RLHF\ub294 \uc778\uac04 \ud3c9\uac00\ub97c \ud1b5\ud574 \ucc57\ubd07\uc758 \ub9e5\ub77d \uc774\ud574, \uc758\ub3c4 \ud30c\uc545, \uc801\uc808\uc131\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub354 \uc790\uc5f0\uc2a4\ub7fd\uace0 \uad00\ub828\uc131 \ub192\uc740 \uc548\uc804\ud55c \ub300\ud654\ub97c \uc0dd\uc131\ud558\uc5ec \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uacfc \uc2e0\ub8b0 \ud5a5\uc0c1<\/span><\/td>\n<td><span style=\"font-weight: 400;\">RLHF\ub85c \ud30c\uc778\ud29c\ub2dd\ub41c ChatGPT \ubc0f \uc720\uc0ac AI \uc5b4\uc2dc\uc2a4\ud134\ud2b8<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uac8c\uc784<\/span><\/td>\n<td><span style=\"font-weight: 400;\">AI \uc5d0\uc774\uc804\ud2b8 &amp; \uac8c\uc784 \ud50c\ub808\uc774\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">RLHF\ub294 \uac8c\uc784 \ubcf4\uc0c1\uacfc \uc804\ubb38\uac00 \ud53c\ub4dc\ubc31\uc744 \uacb0\ud569\ud574 \uac8c\uc784 \uc5d0\uc774\uc804\ud2b8\ub97c \ud559\uc2b5\uc2dc\ucf1c \uc804\ub7b5\uacfc \uc131\ub2a5\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub354 \ub3c4\uc804\uc801\uc774\uace0 \uc778\uac04\uc801\uc778 AI \uc0c1\ub300\ub97c \ub9cc\ub4e4\uc5b4 \ud50c\ub808\uc774\uc5b4 \ucc38\uc5ec\uc640 \ub9cc\uc871\ub3c4 \ud5a5\uc0c1<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04 \ud53c\ub4dc\ubc31\uc73c\ub85c \ud559\uc2b5\ub41c \uacbd\uc7c1 \uac8c\uc784\uc6a9 AI \uc5d0\uc774\uc804\ud2b8<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ucf58\ud150\uce20 \uc0dd\uc131\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud14d\uc2a4\ud2b8, \uc74c\uc545, \uc774\ubbf8\uc9c0 \uc0dd\uc131\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">RLHF\ub294 \uc0dd\uc131 \ubaa8\ub378\uc774 \uc778\uac04\uc758 \uc120\ud638\uc5d0 \ub9de\ub294 \uc2a4\ud0c0\uc77c, \ud1a4, \uc801\uc808\uc131\uc744 \ubc18\uc601\ud558\ub3c4\ub85d \uc720\ub3c4\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">AI \uc0dd\uc131 \ucf58\ud150\uce20\uc758 \ud488\uc9c8\uacfc \uad00\ub828\uc131 \ud5a5\uc0c1, \uc218\ub3d9 \ud3b8\uc9d1 \uac10\uc18c, \ucc3d\uc758\uc131 \uc99d\ub300<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04 \ud53c\ub4dc\ubc31\uc5d0 \ub9de\ucd98 AI \uc74c\uc545 \ubc0f \uc608\uc220 \uc791\ud488<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc548\uc804 &amp; \ubaa8\ub354\ub808\uc774\uc158\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc720\ud574\uc131 \ubc0f \ud3b8\ud5a5 \uac10\uc18c\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">RLHF\ub294 \uc548\uc804\uc131\uacfc \uc724\ub9ac\uc5d0 \ub300\ud55c \uc778\uac04 \ud310\ub2e8\uc744 \ubc18\uc601\ud574 \uc720\ud574\ud558\uac70\ub098 \ud3b8\ud5a5\ub41c \ucd9c\ub825\uc744 \ud53c\ud558\ub3c4\ub85d \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc720\ud574 \ucd9c\ub825 \uc704\ud5d8 \uac10\uc18c, \uaddc\uc81c \uc900\uc218 \uc9c0\uc6d0, \ucc45\uc784 \uc788\ub294 AI \ud65c\uc6a9 \ucd09\uc9c4<\/span><\/td>\n<td><span style=\"font-weight: 400;\">RLHF\ub85c \uac15\ud654\ub41c \ubaa8\ub354\ub808\uc774\uc158 \uc2dc\uc2a4\ud15c<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc5d0\ub108\uc9c0 &amp; \uc2a4\ub9c8\ud2b8 \uc2dc\uc2a4\ud15c\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uadf8\ub9ac\ub4dc \uad00\ub9ac \ubc0f \ucd5c\uc801\ud654\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">RLHF\ub294 \uc778\uac04 \uc6b4\uc601\uc790\uc758 \ud53c\ub4dc\ubc31\uc744 \ubc18\uc601\ud574 \uc5d0\ub108\uc9c0 \ubd84\ubc30\uc640 \uc0ac\uc6a9\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc5d0\ub108\uc9c0 \ud6a8\uc728\uc131 \ud5a5\uc0c1, \ube44\uc6a9 \uc808\uac10, \uc7ac\uc0dd \uc5d0\ub108\uc9c0 \ud1b5\ud569 \uc9c0\uc6d0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">RLHF\ub97c \ud65c\uc6a9\ud55c DeepMind\uc758 \uc5d0\ub108\uc9c0 \ucd5c\uc801\ud654 \ud504\ub85c\uc81d\ud2b8<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"RLHF_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%A4%80%EB%B9%84%EB%A5%BC_%EC%9C%84%ED%95%9C_%EB%AA%A8%EB%B2%94_%EC%82%AC%EB%A1%80\"><\/span><b>RLHF \ub370\uc774\ud130 \uc900\ube44\ub97c \uc704\ud55c \ubaa8\ubc94 \uc0ac\ub840\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uc778\uac04 \ud53c\ub4dc\ubc31 \uae30\ubc18 \uac15\ud654 \ud559\uc2b5(RLHF)\uc744 \uc704\ud574 \uace0\ud488\uc9c8 \ub370\uc774\ud130\ub97c \uc900\ube44\ud558\ub294 \uac83\uc740 \ubaa8\ub378\uc774 \uc778\uac04\uacfc \uc815\ub82c\ub41c \ud589\ub3d9\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud559\uc2b5\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd\uacfc \ub2ec\ub9ac RLHF\ub294 \ubc18\ubcf5\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc778\uac04 \ud3c9\uac00\uc640 \uc120\ud638 \ub370\uc774\ud130\uc5d0 \ud06c\uac8c \uc758\uc874\ud569\ub2c8\ub2e4. \uc544\ub798\ub294 \ucd5c\uc2e0 \uc5f0\uad6c\uc640 \uc0b0\uc5c5 \uacbd\ud5d8\uc5d0\uc11c \ub3c4\ucd9c\ub41c \uc8fc\uc694 \ubaa8\ubc94 \uc0ac\ub840\uc785\ub2c8\ub2e4.<\/span><\/p>\n<div id=\"attachment_41142\" style=\"width: 1677px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-41142\" class=\"wp-image-41142 size-full\" src=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-54-1.png\" alt=\"RLHF \ub370\uc774\ud130 \uc900\ube44\ub97c \uc704\ud55c \ubaa8\ubc94 \uc0ac\ub840\u00a0\" width=\"1667\" height=\"938\" srcset=\"https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-54-1.png 1667w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-54-1-300x169.png 300w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-54-1-1024x576.png 1024w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-54-1-768x432.png 768w, https:\/\/www.gdsonline.tech\/wp-content\/uploads\/2026\/01\/Template-Blog-Japan-54-1-1536x864.png 1536w\" sizes=\"(max-width: 1667px) 100vw, 1667px\" \/><p id=\"caption-attachment-41142\" class=\"wp-caption-text\">RLHF \ub370\uc774\ud130 \uc900\ube44\ub97c \uc704\ud55c \ubaa8\ubc94 \uc0ac\ub840<\/p><\/div>\n<ol>\n<li><b> \ud504\ub86c\ud504\ud2b8 \ubc0f \uc120\ud638 \ub370\uc774\ud130\uc14b \uc218\uc9d1\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud504\ub86c\ud504\ud2b8 \ub370\uc774\ud130\uc14b:<\/b><span style=\"font-weight: 400;\"> \ubaa8\ub378\uc774 \uc751\ub2f5\ud560 \ub2e4\uc591\ud55c \ub300\ud45c \uc785\ub825 \ud504\ub86c\ud504\ud2b8\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4. \uc774 \ud504\ub86c\ud504\ud2b8\ub294 \uc2e4\uc81c \ubc30\ud3ec \ud658\uacbd\uc5d0\uc11c \ubaa8\ub378\uc774 \uc9c1\uba74\ud560 \uc2dc\ub098\ub9ac\uc624\ub97c \ubc18\uc601\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc120\ud638 \ub370\uc774\ud130\uc14b:<\/b><span style=\"font-weight: 400;\"> \uc774\ub7ec\ud55c \ud504\ub86c\ud504\ud2b8\uc5d0 \ub300\ud574 \ubaa8\ub378\uc774 \uc0dd\uc131\ud55c \ucd9c\ub825\uc5d0 \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \uc218\uc9d1\ud558\uba70, \uc77c\ubc18\uc801\uc73c\ub85c \uc5ec\ub7ec \ucd9c\ub825 \uac04 \uc21c\uc704\ub098 \uc810\uc218\ub97c \ub9e4\uae30\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc14b\uc740 \ubcf4\uc0c1 \ubaa8\ub378 \ud559\uc2b5\uc5d0 \ud544\uc218\uc801\uc778 \ubbf8\ubb18\ud55c \uc778\uac04 \uc120\ud638\ub97c \ud3ec\ucc29\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"2\">\n<li><b> \ub370\uc774\ud130 \ud488\uc9c8 \ubc0f \uc77c\uad00\uc131 \ud655\ubcf4\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc219\ub828\ub41c \ub77c\ubca8\ub7ec\uc640 \ub3c4\uba54\uc778 \uc804\ubb38\uac00\ub97c \ud65c\uc6a9\ud574 \uc815\ud655\ud558\uace0 \ud3b8\ud5a5 \uc5c6\ub294 \ud53c\ub4dc\ubc31\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc778\uac04 \ud3c9\uac00\uc790 \uac04 \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574 \uba85\ud655\ud55c \uc9c0\uce68\uacfc \uad50\uc721\uc744 \ub9c8\ub828\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud53c\ub4dc\ubc31 \ub370\uc774\ud130\ub97c \uc815\uae30\uc801\uc73c\ub85c \uac10\uc0ac\ud558\uace0 \uac80\uc99d\ud558\uc5ec \ubd88\uc77c\uce58\ub098 \ud3b8\ud5a5\uc744 \ud0d0\uc9c0\ud558\uace0 \uc218\uc815\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"3\">\n<li><b> \ub370\uc774\ud130\uc14b \ud06c\uae30\uc640 \ubd84\ud3ec \uad00\ub9ac\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130\uc14b \ud06c\uae30\ub97c \uc801\uc808\ud788 \uc870\uc815\ud569\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc740 \uc77c\uc815 \uc218\uc900\uae4c\uc9c0 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uc9c0\ub9cc, \uacfc\ub3c4\ud55c \ub370\uc774\ud130\ub294 \ube44\uc6a9\ub9cc \uc99d\uac00\uc2dc\ud0a4\uace0 \uc131\ub2a5 \ud5a5\uc0c1\uc740 \uc81c\ud55c\uc801\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud504\ub86c\ud504\ud2b8\uc640 \ud53c\ub4dc\ubc31\uc758 \ubd84\ud3ec\uac00 \uc2e4\uc81c \uc0ac\uc6a9 \uc0ac\ub840\uc640 \uc77c\uce58\ud558\ub3c4\ub85d \ud558\uc5ec \uc77c\ubc18\ud654 \uc131\ub2a5 \uc800\ud558\ub97c \ubc29\uc9c0\ud569\ub2c8\ub2e4. \ub3c4\uba54\uc778 \ud2b9\ud654 \ub370\uc774\ud130\uc14b\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ub354 \ub098\uc740 \uacb0\uacfc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"4\">\n<li><b> \ub370\uc774\ud130 \uc99d\uac15 \ubc0f \ub2e4\uc591\ud654<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud504\ub86c\ud504\ud2b8 \ud328\ub7ec\ud504\ub808\uc774\uc9d5, \ud569\uc131 \uc608\uc2dc \uc0dd\uc131 \ub4f1 \ub370\uc774\ud130 \uc99d\uac15 \uae30\ubc95\uc744 \ud65c\uc6a9\ud574 \uacfc\ub3c4\ud55c \ub77c\ubca8\ub9c1 \ube44\uc6a9 \uc5c6\uc774 \ub2e4\uc591\uc131\uc744 \ub192\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc5e3\uc9c0 \ucf00\uc774\uc2a4\uc640 \ub3c4\uc804\uc801\uc778 \uc2dc\ub098\ub9ac\uc624\ub97c \ud3ec\ud568\ud558\uc5ec \ubaa8\ub378\uc758 \uacac\uace0\uc131\uacfc \uc548\uc804\uc131\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"5\">\n<li><b> \ud6a8\uc728\uc801\uc778 \ud559\uc2b5\uc744 \uc704\ud55c \ub370\uc774\ud130 \uad6c\uc870\ud654\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud504\ub86c\ud504\ud2b8, \ubaa8\ub378 \ucd9c\ub825, \uc778\uac04 \uc120\ud638 \ub77c\ubca8\uc744 \uba85\ud655\ud788 \uad6c\ubd84\ud558\uc5ec \ub370\uc774\ud130 \ud615\uc2dd\uc744 \uad6c\uc870\ud654\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">JSONL\uacfc \uac19\uc740 \ud45c\uc900\ud654\ub41c \ud615\uc2dd\uc744 \uc0ac\uc6a9\ud574 \ud559\uc2b5 \ud30c\uc774\ud504\ub77c\uc778\uacfc \uc6d0\ud65c\ud788 \ud1b5\ud569\ub418\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"6\">\n<li><b> \ubc18\ubcf5\uc801 \ud53c\ub4dc\ubc31\uacfc \uc9c0\uc18d\uc801 \uac1c\uc120\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">RLHF\ub294 \ubc18\ubcf5\uc801 \uacfc\uc815\uc73c\ub85c, \ubaa8\ub378 \ucd9c\ub825\uc5d0 \ub300\ud55c \uc0c8\ub85c\uc6b4 \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uc218\uc9d1\ud574 \ubcf4\uc0c1 \ubaa8\ub378\uacfc \uc815\ucc45\uc744 \uc815\uc81c\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc2e4\uc81c \uc0ac\uc6a9 \ub370\uc774\ud130\uc640 \ubc30\ud3ec \uacfc\uc815\uc5d0\uc11c \ubc1c\uacac\ub41c \uc5e3\uc9c0 \ucf00\uc774\uc2a4\ub97c \ubc18\uc601\ud574 \ubaa8\ub378\uc744 \ucd5c\uc2e0 \uc0c1\ud0dc\ub85c \uc720\uc9c0\ud558\uace0 \uc815\ub82c\uc131\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<ol start=\"7\">\n<li><b> \uc724\ub9ac\uc801 \uace0\ub824\uc640 \ud3b8\ud5a5 \uc644\ud654\u00a0<\/b><\/li>\n<\/ol>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc778\uac04 \ud53c\ub4dc\ubc31\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ud3b8\ud5a5\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc644\ud654\ud558\uc5ec \uc720\ud574\ud55c \uace0\uc815\uad00\ub150\uc774\ub098 \ubd88\uacf5\uc815\ud55c \ud589\ub3d9\uc744 \uac15\ud654\ud558\uc9c0 \uc54a\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \uc218\uc9d1\uacfc \ubaa8\ub378 \ud559\uc2b5 \uc804 \uacfc\uc815\uc5d0\uc11c \ud22c\uba85\uc131\uacfc \uc724\ub9ac\uc801 \uac10\ub3c5\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"SFT%EC%99%80_RLHF_%EC%98%AC%EB%B0%94%EB%A5%B8_%ED%95%99%EC%8A%B5_%EB%B0%A9%EB%B2%95_%EC%84%A0%ED%83%9D_%EC%8B%9C%EC%A0%90%EA%B3%BC_%EB%B0%A9%EB%B2%95\"><\/span><b>SFT\uc640 RLHF: \uc62c\ubc14\ub978 \ud559\uc2b5 \ubc29\ubc95 \uc120\ud0dd \uc2dc\uc810\uacfc \ubc29\ubc95<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uc9c0<strong>\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd(SFT)\uacfc \uc778\uac04 \ud53c\ub4dc\ubc31 \uae30\ubc18 \uac15\ud654 \ud559\uc2b5(RLHF)<\/strong>\uc740 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc744 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ub9de\uac8c \uc801\uc751\uc2dc\ud0a4\uace0 \uc778\uac04 \uc120\ud638\uc5d0 \uc815\ub82c\uc2dc\ud0a4\ub294 \ub450 \uac00\uc9c0 \ub300\ud45c\uc801\uc778 \uae30\ubc95\uc785\ub2c8\ub2e4. \uac01 \ubc29\ubc95\uc740 \uace0\uc720\ud55c \uac15\uc810, \ud55c\uacc4, \uadf8\ub9ac\uace0 \uc774\uc0c1\uc801\uc778 \ud65c\uc6a9 \uc0ac\ub840\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ucc28\uc774\ub97c \uc774\ud574\ud558\ub294 \uac83\uc740 \uae30\uc5c5\uc774 \ubaa9\ud45c, \ub370\uc774\ud130 \uac00\uc6a9\uc131, \uc790\uc6d0 \uc81c\uc57d\uc744 \uae30\ubc18\uc73c\ub85c \uac00\uc7a5 \ud6a8\uacfc\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><em>\ubc29\ubc95 \uac1c\uc694<\/em><\/p>\n<p><b>\uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd <strong>(SFT)<\/strong>:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\ub77c\ubca8\ub9c1\ub41c \uc785\ub825-\ucd9c\ub825 \uc30d \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \uc9c1\uc811 \ud559\uc2b5\uc2dc\ucf1c \uc6d0\ud558\ub294 \ucd9c\ub825\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \ub2e8\uc21c\ud558\uace0 \ud6a8\uc728\uc801\uc774\uba70, \uc815\ub2f5\uc774 \uba85\ud655\ud788 \uc815\uc758\ub41c \uc791\uc5c5\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uc778\uac04 \ud53c\ub4dc\ubc31 \uae30\ubc18 \uac15\ud654 \ud559\uc2b5<strong>(RLHF)<\/strong><\/b><\/p>\n<p><span style=\"font-weight: 400;\">\uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \ubcf4\uc0c1 \uc2e0\ud638\ub85c \ud65c\uc6a9\ud558\uc5ec \uac15\ud654 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud574 \ubaa8\ub378\uc758 \ud589\ub3d9\uc744 \uc720\ub3c4\ud569\ub2c8\ub2e4. \ub354 \ubcf5\uc7a1\ud558\uc9c0\ub9cc, \ucd9c\ub825\uc774 \uc8fc\uad00\uc801\uc774\uac70\ub098 \ubaa8\ud638\ud55c \uacbd\uc6b0\uc5d0\ub3c4 \uc778\uac04\uc758 \uac00\uce58\uc640 \uc120\ud638\uc5d0 \uc815\ub82c\ub420 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uac01 \ubc29\ubc95\uc758 \ud65c\uc6a9 \uc2dc\uc810<\/b><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>\uae30\uc900\u00a0<\/b><\/td>\n<td><b>\uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd\u00a0<\/b><\/td>\n<td><b>\uc778\uac04 \ud53c\ub4dc\ubc31 \uae30\ubc18 \uac15\ud654 \ud559\uc2b5\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \uc694\uad6c\uc0ac\ud56d\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uace0\ud488\uc9c8 \ub77c\ubca8\ub9c1\ub41c \uc785\ub825-\ucd9c\ub825 \uc30d \ud544\uc694<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ucd9c\ub825\uc5d0 \ub300\ud55c \uc21c\uc704\ub098 \uc810\uc218 \ud615\ud0dc\uc758 \uc778\uac04 \ud53c\ub4dc\ubc31 \ud544\uc694<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc791\uc5c5 \uc720\ud615\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uba85\ud655\ud558\uace0 \uac1d\uad00\uc801\uc778 \uc815\ub2f5\uc774 \uc788\ub294 \uc791\uc5c5 (\uc608: \ubc88\uc5ed, \ubd84\ub958)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04 \uc120\ud638, \uc724\ub9ac, \uc2a4\ud0c0\uc77c \uc815\ub82c\uc774 \ud544\uc694\ud55c \uc791\uc5c5 (\uc608: \ub300\ud654, \ucf58\ud150\uce20 \ubaa8\ub354\ub808\uc774\uc158)<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud559\uc2b5 \ubcf5\uc7a1\uc131\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc9c0\ub3c4 \ud559\uc2b5 \uc190\uc2e4 \ud568\uc218\ub85c \uc0c1\ub300\uc801\uc73c\ub85c \ub2e8\uc21c\ud558\uace0 \ube60\ub984<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubcf4\uc0c1 \ubaa8\ub378 \ud559\uc2b5\uacfc \ubc18\ubcf5\uc801 RL \ucd5c\uc801\ud654\uac00 \ud3ec\ud568\ub418\uc5b4 \ub354 \ubcf5\uc7a1\ud568<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ubaa8\ub378 \ud589\ub3d9 \uc81c\uc5b4\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc9c1\uc811 \uac10\ub3c5\uc73c\ub85c \ucd9c\ub825 \uc81c\uc5b4, \uc8fc\uad00\uc801\/\ubaa8\ud638\ud55c \uc791\uc5c5 \ucc98\ub9ac\uc5d0\ub294 \ud55c\uacc4<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04 \ud310\ub2e8\uc744 \ubc18\uc601\ud55c \ubcf4\uc0c1 \uc2e0\ud638\ub85c \ubbf8\ubb18\ud55c \ud589\ub3d9 \uc870\uc815 \uac00\ub2a5<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc77c\ubc18\ud654\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uacfc\uc801\ud569 \uc704\ud5d8 \uc874\uc7ac, \ud559\uc2b5 \ub370\uc774\ud130 \uc554\uae30 \uac00\ub2a5<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubcf4\uc0c1 \uc2e0\ud638 \ucd5c\uc801\ud654\ub97c \ud1b5\ud574 \ub354 \ub098\uc740 \uc77c\ubc18\ud654\uc640 \uc801\uc751\uc131 \ucd09\uc9c4<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc790\uc6d0 \uc18c\ubaa8\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub0ae\uc740 \uc5f0\uc0b0 \ube44\uc6a9, \ube60\ub978 \uacb0\uacfc \ub3c4\ucd9c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04 \ud53c\ub4dc\ubc31 \uc218\uc9d1\uacfc RL \ubc18\ubcf5 \ud559\uc2b5\uc73c\ub85c \ube44\uc6a9 \uc99d\uac00<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud65c\uc6a9 \uc0ac\ub840\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubc88\uc5ed, \uc694\uc57d, \ubd84\ub958, \uad6c\uc870\ud654\ub41c Q&amp;A<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ucc57\ubd07, \ucf58\ud150\uce20 \uc0dd\uc131, \uc548\uc804\uc131 \uc815\ub82c, \uac1c\uc778\ud654<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%ED%95%98%EC%9D%B4%EB%B8%8C%EB%A6%AC%EB%93%9C_%EC%A0%91%EA%B7%BC%EB%B2%95_SFT%EC%99%80_RLHF%EC%9D%98_%EA%B2%B0%ED%95%A9\"><\/span><b>\ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc\ubc95: SFT\uc640 RLHF\uc758 \uacb0\ud569<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\uc2e4\uc81c\ub85c \ub9ce\uc740 \uc131\uacf5\uc801\uc778 AI \uc2dc\uc2a4\ud15c\uc740 \ud558\uc774\ube0c\ub9ac\ub4dc \ud559\uc2b5 \ud30c\uc774\ud504\ub77c\uc778\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\ucd08\uae30 SFT \ub2e8\uacc4<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\ubaa8\ub378\uc740 \uba3c\uc800 \ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130\uc14b\uc744 \ud65c\uc6a9\ud55c \uc9c0\ub3c4 \ud559\uc2b5\uc73c\ub85c \ud30c\uc778\ud29c\ub2dd\ub418\uc5b4 \uae30\ubcf8\uc801\uc778 \uc791\uc5c5 \uae30\uc220\uacfc \uc5b8\uc5b4 \uc774\ud574 \ub2a5\ub825\uc744 \uc2b5\ub4dd\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><b>RLHF \ub2e8\uacc4<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\uadf8 \ud6c4 \ubaa8\ub378\uc740 \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uac15\ud654 \ud559\uc2b5\uc744 \ud1b5\ud574 \ucd94\uac00\uc801\uc73c\ub85c \uc815\uc81c\ub418\uc5b4, \ubbf8\ubb18\ud55c \uc778\uac04 \uc120\ud638\uc5d0 \ub9de\uac8c \ucd9c\ub825\uc744 \uc815\ub82c\ud558\uace0 \uc548\uc804\uc131\uc744 \uac1c\uc120\ud558\uba70 \ubc14\ub78c\uc9c1\ud558\uc9c0 \uc54a\uc740 \ud589\ub3d9\uc744 \uc904\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \uacb0\ud569\uc740 SFT\uc758 \ud6a8\uc728\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 RLHF\uc758 \ubbf8\ubb18\ud55c \uc815\ub82c \ub2a5\ub825\uacfc \uacb0\ud569\ud558\uc5ec \uc131\ub2a5\uc774 \uc6b0\uc218\ud558\uace0 \ucc45\uc784\uac10 \uc788\uac8c \ub3d9\uc791\ud558\ub294 \ubaa8\ub378\uc744 \ub9cc\ub4e4\uc5b4\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9A%94%EC%95%BD_%ED%91%9C_SFT_vs_RLHF\"><\/span><b>\uc694\uc57d \ud45c: SFT vs RLHF\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<tbody>\n<tr>\n<td><b>\uce21\uba74\u00a0<\/b><\/td>\n<td><b>\uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd\u00a0<\/b><\/td>\n<td><b>\uc778\uac04 \ud53c\ub4dc\ubc31 \uae30\ubc18 \uac15\ud654 \ud559\uc2b5\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud559\uc2b5 \ub370\uc774\ud130\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub77c\ubca8\ub9c1\ub41c \uc785\ub825-\ucd9c\ub825 \uc30d<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubaa8\ub378 \ucd9c\ub825\uc5d0 \ub300\ud55c \uc778\uac04 \ud53c\ub4dc\ubc31 \uc21c\uc704 \ub610\ub294 \uc810\uc218<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ubaa9\ud45c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub77c\ubca8\ub9c1 \ub370\uc774\ud130\uc758 \uc608\uce21 \uc624\ub958 \ucd5c\uc18c\ud654<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04 \uc120\ud638\ub97c \ubc18\uc601\ud55c \ubcf4\uc0c1 \ubaa8\ub378 \uc810\uc218 \ucd5c\ub300\ud654<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ubcf5\uc7a1\uc131\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub0ae\uc74c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub192\uc74c (\ubcf4\uc0c1 \ubaa8\ub378 \ubc0f RL \uc54c\uace0\ub9ac\uc998 \ud544\uc694)<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ucd9c\ub825 \uc81c\uc5b4<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc9c1\uc811 \uac10\ub3c5, \ubbf8\ubb18\ud55c \uc81c\uc5b4\ub294 \uc81c\ud55c\uc801<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubcf4\uc0c1 \uc2e0\ud638\ub97c \ud1b5\ud55c \uac04\uc811 \uc81c\uc5b4, \ubcf5\uc7a1\ud55c \uc815\ub82c \uc9c0\uc6d0<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc77c\ubc18\ud654\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \uacfc\uc801\ud569\ub420 \uc218 \uc788\uc74c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubcf4\uc0c1 \uc2e0\ud638 \ucd5c\uc801\ud654\ub97c \ud1b5\ud574 \ub354 \ub098\uc740 \uc77c\ubc18\ud654\uc640 \uc801\uc751\uc131 \ucd09\uc9c4<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ube44\uc6a9 \ubc0f \uc790\uc6d0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub0ae\uc74c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04 \ud53c\ub4dc\ubc31 \uc218\uc9d1\uacfc \ubc18\ubcf5 \ud559\uc2b5\uc73c\ub85c \ube44\uc6a9 \uc99d\uac00<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\uc774\uc0c1\uc801 \ud65c\uc6a9 \uc0ac\ub840\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uba85\ud655\ud55c \uc815\ub2f5\uc774 \uc788\ub294 \uc791\uc5c5 (\uc608: \ubc88\uc5ed, \ubd84\ub958)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\uc778\uac04 \uac00\uce58, \ub300\ud654, \ucf58\ud150\uce20 \ubaa8\ub354\ub808\uc774\uc158 \uc815\ub82c\uc774 \ud544\uc694\ud55c \uc791\uc5c5<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ud559\uc2b5 \uc18d\ub3c4<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ube60\ub984<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubc18\ubcf5\uc801 \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub85c \uc778\ud574 \ub290\ub9bc<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\ubc14\ub78c\uc9c1\ud558\uc9c0 \uc54a\uc740 \ud589\ub3d9 \uc704\ud5d8\u00a0<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ub0ae\uc74c, \uadf8\ub7ec\ub098 \ud3b8\ud5a5\uc744 \uc554\uae30\ud560 \uc218 \uc788\uc74c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\ubcf4\uc0c1 \ubaa8\ub378\uc774 \ubd88\uc644\uc804\ud560 \uacbd\uc6b0 \ubcf4\uc0c1 \ud574\ud0b9 \uc704\ud5d8 \uc874\uc7ac<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"%EC%B5%9C%EC%A2%85_%EA%B6%8C%EA%B3%A0_%EC%82%AC%ED%95%AD\"><\/span><b>\ucd5c\uc885 \uad8c\uace0 \uc0ac\ud56d\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>SFT\ub97c \uc120\ud0dd\ud574\uc57c \ud560 \ub54c:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub300\uaddc\ubaa8, \uace0\ud488\uc9c8 \ub77c\ubca8\ub9c1 \ub370\uc774\ud130\uc14b\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\uc744 \ub54c<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc791\uc5c5\uc774 \uac1d\uad00\uc801\uc774\uace0 \uba85\ud655\ud788 \uc815\uc758\ub41c \uc815\ub2f5\uc744 \uac00\uc9c8 \ub54c<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ub354 \ube60\ub974\uace0 \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ud559\uc2b5\uc774 \ud544\uc694\ud560 \ub54c<\/span><\/li>\n<\/ul>\n<p><b>RLHF\ub97c \uc120\ud0dd\ud574\uc57c \ud560 \ub54c:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc791\uc5c5\uc774 \uc8fc\uad00\uc801 \ud310\ub2e8, \uc724\ub9ac, \ub610\ub294 \uc2a4\ud0c0\uc77c\uc744 \ud3ec\ud568\ud560 \ub54c<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ubaa8\ub378\uc744 \ubcf5\uc7a1\ud55c \uc778\uac04 \uc120\ud638\uc640 \uc815\ub82c\uc2dc\ud0a4\uace0\uc790 \ud560 \ub54c<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \uc218\uc9d1\ud558\uace0 \ub354 \uae34 \ud559\uc2b5 \uc0ac\uc774\ud074\uc744 \uc9c0\uc6d0\ud560 \uc790\uc6d0\uc774 \uc788\uc744 \ub54c<\/span><\/li>\n<\/ul>\n<p><b>\ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc\ubc95 \uace0\ub824:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uba3c\uc800 SFT\ub97c \ud1b5\ud574 \uac15\ub825\ud55c \uae30\ubc18 \ubaa8\ub378\uc744 \uad6c\ucd95\ud55c \ud6c4, RLHF\ub97c \uc801\uc6a9\ud558\uc5ec \uc815\ub82c\uc131\uacfc \uc548\uc804\uc131\uc744 \uc815\uc81c\ud568\uc73c\ub85c\uc368 \ub450 \ubc29\ubc95\uc758 \uc7a5\uc810\uc744 \ubaa8\ub450 \ud65c\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"SFT%EA%B3%BC_RLHF_FAQ_%EC%9E%90%EC%A3%BC_%EB%AC%BB%EB%8A%94_%EC%A7%88%EB%AC%B8\"><\/span><strong>SFT\uacfc\u00a0 RLHF FAQ \uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li><b> \uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd(SFT)\uacfc \uc778\uac04 \ud53c\ub4dc\ubc31 \uae30\ubc18 \uac15\ud654 \ud559\uc2b5(RLHF)\uc758 \ucc28\uc774\ub294 \ubb34\uc5c7\uc2b5\ub2c8\uae4c?<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">SFT\ub294 \ub77c\ubca8\ub9c1\ub41c \uc785\ub825-\ucd9c\ub825 \uc30d\uc744 \uae30\ubc18\uc73c\ub85c \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ucf1c \uba85\ud655\ud55c \uc815\ub2f5\uc774 \uc788\ub294 \ud2b9\uc815 \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \ubc18\uba74 RLHF\ub294 \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \ud65c\uc6a9\ud574 \uac15\ud654 \ud559\uc2b5\uc744 \ud1b5\ud574 \ubaa8\ub378\uc744 \uc720\ub3c4\ud558\uc5ec \ub354 \ubcf5\uc7a1\ud55c \uc778\uac04 \uc120\ud638\uc640 \uc724\ub9ac\uc801 \uace0\ub824\uc0ac\ud56d\uc5d0 \uc815\ub82c\ub418\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/p>\n<ol start=\"2\">\n<li><b> \uc5b8\uc81c RLHF \ub300\uc2e0 SFT\ub97c \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\uae4c?<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\uace0\ud488\uc9c8 \ub77c\ubca8\ub9c1 \ub370\uc774\ud130\uc14b\uc744 \ubcf4\uc720\ud558\uace0 \uc791\uc5c5\uc774 \uac1d\uad00\uc801\uc774\uace0 \uba85\ud655\ud788 \uc815\uc758\ub41c \uc815\ub2f5\uc744 \uac00\uc9c8 \ub54c SFT\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. SFT\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ub354 \ube60\ub974\uace0 \uc790\uc6d0 \uc18c\ubaa8\uac00 \uc801\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ol start=\"3\">\n<li><b> RLHF\uac00 \ub354 \uc801\ud569\ud55c \uacbd\uc6b0\ub294 \uc5b8\uc81c\uc778\uac00\uc694?<\/b><span style=\"font-weight: 400;\"><\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">RLHF\ub294 \uc8fc\uad00\uc801 \ud310\ub2e8, \uc2a4\ud0c0\uc77c, \uc724\ub9ac\uc801 \uc815\ub82c\uc774 \ud544\uc694\ud55c \uc791\uc5c5(\uc608: \ub300\ud654\ud615 AI, \ucf58\ud150\uce20 \ubaa8\ub354\ub808\uc774\uc158)\uc5d0 \ub354 \uc801\ud569\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacbd\uc6b0 \uc778\uac04 \uc120\ud638\uac00 \ubcf5\uc7a1\ud558\uace0 \ubbf8\ubb18\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/span><\/p>\n<ol start=\"4\">\n<li><b> SFT\uc640 RLHF\ub97c \uacb0\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\uae4c?<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\ub124, \ub9ce\uc740 AI \uc2dc\uc2a4\ud15c\uc740 \ud558\uc774\ube0c\ub9ac\ub4dc \uc811\uadfc\ubc95\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uba3c\uc800 SFT\ub97c \uc801\uc6a9\ud574 \ubaa8\ub378\uc5d0 \uae30\ubcf8 \uae30\uc220\uc744 \ud559\uc2b5\uc2dc\ud0a4\uace0, \uc774\ud6c4 RLHF\ub97c \ud1b5\ud574 \ucd9c\ub825\uc744 \uc778\uac04 \uac00\uce58\uc640 \ub354 \uc798 \uc815\ub82c\uc2dc\ud0a4\uba70 \uc548\uc804\uc131\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ol start=\"5\">\n<li><b> SFT\uc640 RLHF\ub97c \ud1b5\ud569\ud558\ub294 \uc0c8\ub85c\uc6b4 \ud601\uc2e0\uc5d0\ub294 \ubb34\uc5c7\uc774 \uc788\uc2b5\ub2c8\uae4c?<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Direct Preference Optimization(DPO)\uc640 Intuitive Fine-Tuning(IFT) \uac19\uc740 \ud601\uc2e0\uc801 \uae30\ubc95\uc740 SFT\uc758 \ud6a8\uc728\uc131\uacfc RLHF\uc758 \uc815\ub82c \uac15\uc810\uc744 \uacb0\ud569\ud558\uc5ec \ud1b5\ud569\ub41c \ud559\uc2b5 \uacfc\uc815\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc\ubc95\uc740 \ube44\uc6a9\uc744 \uc904\uc774\uace0 \ubaa8\ub378 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/p>\n<ol start=\"6\">\n<li><b> RLHF \uc0ac\uc6a9 \uc2dc \uc8fc\uc694 \uacfc\uc81c\ub294 \ubb34\uc5c7\uc2b5\ub2c8\uae4c?<\/b><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">RLHF\ub294 \uad11\ubc94\uc704\ud55c \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \ud544\uc694\ub85c \ud558\uba70, \uc774\ub294 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4e4\uace0 \uc2dc\uac04\uc774 \uc18c\uc694\ub429\ub2c8\ub2e4. \ub610\ud55c \ubcf5\uc7a1\ud55c \ud559\uc2b5 \uc778\ud504\ub77c\uc640 \ud3b8\ud5a5 \ubc0f \ubcf4\uc0c1 \ubaa8\ub378 \ubd88\uc77c\uce58\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud55c \uc138\uc2ec\ud55c \uad00\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ol start=\"7\">\n<li><b> SFT\uc640 RLHF\uc5d0\uc11c \ub370\uc774\ud130 \ud488\uc9c8\uc740 \uc5bc\ub9c8\ub098 \uc911\uc694\ud569\ub2c8\uae4c?<\/b><span style=\"font-weight: 400;\"><\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\ub370\uc774\ud130 \ud488\uc9c8\uc740 \ub450 \ubc29\ubc95 \ubaa8\ub450\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. SFT\ub294 \uc815\ud655\ud788 \ub77c\ubca8\ub9c1\ub41c \uc785\ub825-\ucd9c\ub825 \uc30d\uc5d0 \uc758\uc874\ud558\uba70, RLHF\ub294 \uc77c\uad00\ub418\uace0 \ud3b8\ud5a5 \uc5c6\ub294 \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \ud1b5\ud574 \ud6a8\uacfc\uc801\uc778 \ubcf4\uc0c1 \ubaa8\ub378\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ol start=\"8\">\n<li><b> SFT \ub610\ub294 RLHF\ub97c \uc0ac\uc6a9\ud558\uba74 \uc5b4\ub5a4 \ube44\uc988\ub2c8\uc2a4 \uc774\uc810\uc744 \uae30\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\uae4c?<\/b><span style=\"font-weight: 400;\"><\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">SFT\ub294 \uba85\ud655\ud788 \uc815\uc758\ub41c \uc791\uc5c5\uc5d0\uc11c \ube60\ub974\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uac1c\uc120\uc744 \uc81c\uacf5\ud558\uc5ec \uc218\uc791\uc5c5\uacfc \uc624\ub958\ub97c \uc904\uc785\ub2c8\ub2e4. RLHF\ub294 \ubaa8\ub378\uc774 \uc778\uac04 \uac00\uce58\ub97c \ub354 \uc798 \uc774\ud574\ud558\uace0 \uc815\ub82c\ub418\ub3c4\ub85d \ud558\uc5ec \ubcf5\uc7a1\ud55c \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \uc0ac\uc6a9\uc790 \ub9cc\uc871\ub3c4\uc640 \uc548\uc804\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"LTS_GDS_%EC%A0%84%EB%AC%B8_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%A0%95%EB%A0%AC%EB%A1%9C_%EA%B8%B0%EC%97%85_AI_%EB%B9%84%EC%A0%84%EC%9D%84_%EC%8B%A4%ED%98%84%ED%95%98%EB%8B%A4\"><\/span><b>LTS GDS: \uc804\ubb38 \ub370\uc774\ud130 \uc815\ub82c\ub85c \uae30\uc5c5 AI \ube44\uc804\uc744 \uc2e4\ud604\ud558\ub2e4<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">LTS GDS\ub294 \uace0\uae09 LLM, \ucf54\ub529 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \ubbf8\ub798 \uba40\ud2f0\ubaa8\ub2ec AI \uc774\ub2c8\uc154\ud2f0\ube0c \ub4f1 \uc5b4\ub5a4 \ubd84\uc57c\uc5d0 \uc9d1\uc911\ud558\ub4e0, \uae30\uc5c5 AI \ud504\ub85c\uc81d\ud2b8\uc758 \uc131\uacf5\uc774 \ub370\uc774\ud130\uc758 \ud488\uc9c8\uacfc \uc815\ubc00\uc131\uc5d0 \ubcf8\uc9c8\uc801\uc73c\ub85c \uc5f0\uacb0\ub418\uc5b4 \uc788\uc74c\uc744 \uc798 \uc774\ud574\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc800\ud76c\uc758 \uc804\ubb38 \uc11c\ube44\uc2a4\uc778 <\/span><b>\ucf54\ub529 LLM\uc744 \uc704\ud55c \ub370\uc774\ud130 \ub77c\ubca8\ub9c1<\/b><span style=\"font-weight: 400;\">\uacfc <\/span><b>\uc885\ud569 AI \ub370\uc774\ud130 \uc5b4\ub178\ud14c\uc774\uc158<\/b><span style=\"font-weight: 400;\">\uc740 SFT\uc640 RLHF \ubaa8\ub450\uc5d0 \ud544\uc694\ud55c \ud575\uc2ec \uae30\ubc18\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%A0%80%ED%9D%AC%EA%B0%80_%EA%B8%B0%EC%97%85%EC%97%90_%EC%A0%9C%EA%B3%B5%ED%95%98%EB%8A%94_%EA%B0%80%EC%B9%98\"><\/span><b>\uc800\ud76c\uac00 \uae30\uc5c5\uc5d0 \uc81c\uacf5\ud558\ub294 \uac00\uce58\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>\uace0\ud488\uc9c8 \ub370\uc774\ud130 \ud050\ub808\uc774\uc158:<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\ud6a8\uacfc\uc801\uc778 SFT\ub97c \uc704\ud574 \ub370\uc774\ud130\uc14b\uc744 \uc815\ud655\ud558\uac8c \ub77c\ubca8\ub9c1\ud558\uace0 \uc138\uc2ec\ud558\uac8c \uc900\ube44\ud558\uc5ec LLM\uc774 \uc815\ubc00\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \ucd9c\ub825\uc744 \uc0dd\uc131\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>RLHF\ub97c \uc704\ud55c \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130:<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">RLHF \uae30\ubc18 \ub3d9\uc801 \uc815\ub82c\uc744 \uc704\ud574 \uc77c\uad00\ub418\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \ud3c9\uac00 \ubc0f \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \uad6c\ucd95\ud558\uc5ec \uc720\ud6a8\ud55c \uc778\uac04 \uc120\ud638\ub97c \ubc18\uc601\ud558\ub294 \uacac\uace0\ud55c \ubcf4\uc0c1 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><b>\ub3c4\uba54\uc778 \ud2b9\ud654 \uc804\ubb38\uc131:<\/b><span style=\"font-weight: 400;\">\u00a0\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\uc790\ub3d9\ucc28, \ub9ac\ud14c\uc77c, BFSI(\uae08\uc735), \uac74\uc124, \ud5ec\uc2a4\ucf00\uc5b4, \ucf54\ub529 \ub4f1 \uc0b0\uc5c5\ubcc4 \uc138\ubd80 \uc694\uad6c\uc0ac\ud56d\uc5d0 \ub9de\ucdb0 \ub370\uc774\ud130\uac00 \uae4a\uc740 \ub9e5\ub77d \uc774\ud574\ub97c \ubc14\ud0d5\uc73c\ub85c \uc8fc\uc11d \ucc98\ub9ac\ub418\ub3c4\ub85d \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EA%B8%B0%EC%97%85%EA%B3%BC%EC%9D%98_%ED%8C%8C%ED%8A%B8%EB%84%88%EC%8B%AD_%ED%9A%A8%EA%B3%BC\"><\/span><b>\uae30\uc5c5\uacfc\uc758 \ud30c\ud2b8\ub108\uc2ed \ud6a8\uacfc\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">LTS GDS\uc640 \ud611\ub825\ud558\uba74 \uae30\uc5c5\uc740 \ubcf5\uc7a1\ud55c AI \ub370\uc774\ud130 \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0, \ub300\uaddc\ubaa8 \ub0b4\ubd80 \uc778\ub825 \ucc44\uc6a9 \ubc0f \uad50\uc721 \ud544\uc694\uc131\uc744 \ucd5c\uc18c\ud654\ud558\uba70, \uace0\uc131\ub2a5 AI \uc194\ub8e8\uc158 \uac1c\ubc1c \uc77c\uc815\uc744 \uac00\uc18d\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc800\ud76c\ub294 \uc6d0\uc2dc \ub370\uc774\ud130\uc640 \uc2e4\uc81c \ubc30\ud3ec\ub41c AI \uc0ac\uc774\uc758 \uaca9\ucc28\ub97c \uba54\uc6cc, \ubaa8\ub378\uc774 \ucd5c\uc885 \uc0ac\uc6a9\uc790\ub4e4\uc758 \ub192\uc740 \uae30\ub300\ub97c \ucda9\uc871\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><a href=\"https:\/\/www.gdsonline.tech\/ko\/contact\/\" target=\"_blank\" rel=\"noopener\">\uadc0\uc0ac\uc758 AI \ud504\ub85c\uc81d\ud2b8\ub97c \uc704\ud55c \ubb34\ub8cc \ud30c\uc77c\ub7ff\uc744 \uc6d0\ud558\uc2dc\uba74 LTS GDS\uc5d0 \ubb38\uc758\ud558\uc2ed\uc2dc\uc624.<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2025\ub144 \ud604\uc7ac \uc804 \uc138\uacc4 \uae30\uc5c5\uc758 67%\uac00 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc744 \uc6b4\uc601\uc5d0 \ud1b5\ud569\ud558\uba74\uc11c AI \uae30\ubc18 \uc804\ud658\uc73c\ub85c\uc758 \uacb0\uc815\uc801\uc778 \ubcc0\ud654\ub97c \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 Gartner\uc5d0 \ub530\ub974\uba74 \ub192\uc740 AI \uc131\uc219\ub3c4\ub97c \uac00\uc9c4 \uc870\uc9c1 \uc911 \uc57d 45%\ub9cc\uc774 AI \ud504\ub85c\uc81d\ud2b8\ub97c 3\ub144 \uc774\uc0c1 \uc9c0\uc18d\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub294 \uc7a5\uae30\uc801\uc778 \uc131\uacf5\uc744 \uc704\ud574 \ud544\uc218\uc801\uc778 \ub3c4\uba54\uc778\ubcc4 \uc815\ud655\uc131\uacfc \uc801\uc751\uc131\uc744 \ub2ec\uc131\ud558\ub294 \ub370 \uc5ec\uc804\ud788 \uc5b4\ub824\uc6c0\uc774 \uc874\uc7ac\ud568\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubd88\uc77c\uce58\ub294 AI \ubc30\ud3ec\uc758 \uc131\uacf5\uc774 \ub2e8\uc21c\ud55c \uc5f0\uc0b0 \ub2a5\ub825\uc5d0 \ub2ec\ub824 \uc788\ub294 \uac83\uc774 \uc544\ub2c8\ub77c, \uac01 \uae30\uc5c5\uc758 \uace0\uc720\ud55c \ube44\uc988\ub2c8\uc2a4 \ub9e5\ub77d\uc5d0 \ub9de\uac8c \ubaa8\ub378\uc744 \uc5bc\ub9c8\ub098 \ud6a8\uacfc\uc801\uc73c\ub85c \ubbf8\uc138 \uc870\uc815(fine-tuning)\ud558\ub290\ub0d0\uc5d0 \ub2ec\ub824 \uc788\uc74c\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \ubbf8\uc138 \uc870\uc815 \uae30\ubc95 \uc911\uc5d0\uc11c \uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd(SFT)\uacfc \uc778\uac04 \ud53c\ub4dc\ubc31 \uae30\ubc18 \uac15\ud654 \ud559\uc2b5(RLHF)\uc740 LLM\uc744 \ub3c4\uba54\uc778\ubcc4 \uc694\uad6c\uc5d0 \ub9de\uac8c \uc801\uc751\uc2dc\ud0a4\ub294 \ud575\uc2ec \ubc29\ubc95\uc73c\ub85c \uc8fc\ubaa9\ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. SFT\ub294 \uc815\uc81c\ub41c \ub77c\ubca8\ub9c1 \ub370\uc774\ud130\ub85c \ud559\uc2b5\ud560 \uacbd\uc6b0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uace0\uc815\ubc00 \ucd9c\ub825\uc744 \uc81c\uacf5\ud558\uc5ec \uba85\ud655\ud788 \uc815\uc758\ub41c \uc791\uc5c5\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. \ubc18\uba74 RLHF\ub294 \ubc18\ubcf5\uc801\uc778 \uc778\uac04 \ud53c\ub4dc\ubc31\uc744 \ubc18\uc601\ud558\uc5ec \ubaa8\ub378\uc774 \ubcf5\uc7a1\ud558\uace0 \uc9c4\ud654\ud558\ub294 \uc0ac\uc6a9\uc790 \uc694\uad6c\uc5d0 \ub354 \uc798 \ub9de\ub3c4\ub85d \uc870\uc815\ud558\uc9c0\ub9cc, \ub354 \ub9ce\uc740 \uc790\uc6d0\uc774 \ud544\uc694\ud558\uace0 \ucd9c\ub825 \ub2e4\uc591\uc131\uc774 \uc904\uc5b4\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 SFT\uc640 RLHF\uc5d0 \ub300\ud55c \uc885\ud569\uc801\uc778 \ubd84\uc11d\uc744 \ud1b5\ud574 \uac01 \uae30\ubc95\uc758 \uac15\uc810\uacfc \ud55c\uacc4, \uc804\ub7b5\uc801 \ud65c\uc6a9 \ubc29\uc548\uc744 \ud0d0\uad6c\ud558\uace0, \uae30\uc5c5\uc774 \uba40\ud2f0\ubaa8\ub2ec AI \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uae30 \uc704\ud574 \ud30c\uc778\ud29c\ub2dd \ubc29\ubc95\uc744 \uc804\ub7b5\uc801\uc73c\ub85c \uc120\ud0dd\ud558\uace0 \uc801\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc778\uc0ac\uc774\ud2b8\uc640 \ubaa8\ubc94 \uc0ac\ub840\ub97c \uc81c\uc2dc\ud569\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc5d0\uc11c\uc758 \ud30c\uc778\ud29c\ub2dd\uc758 \ubd80\uc0c1 \uc77c\ubc18\uc801\uc778 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc740 \ud3ed\ub113\uc740 \uc5b8\uc5b4 \uc774\ud574 \ub2a5\ub825\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, \uc815\ubc00\ud55c \ucf54\ub4dc \uc0dd\uc131, \uace0\uac1d \uc9c0\uc6d0 \uc790\ub3d9\ud654, \uc758\ub8cc \ud14d\uc2a4\ud2b8 \ubd84\uc11d\uacfc \uac19\uc740 \ud2b9\uc218\ud55c \uae30\uc5c5 \ud658\uacbd\uc5d0 \uc9c1\uc811 \uc801\uc6a9\ub420 \uacbd\uc6b0 \ud55c\uacc4\ub97c \ub4dc\ub7ec\ub0b4\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uaca9\ucc28\ub97c \ud574\uc18c\ud558\uae30 \uc704\ud574\uc11c\ub294 \ud30c\uc778\ud29c\ub2dd\uc774 \ud544\uc218\uc801\uc774\uba70, \uc774\ub294 \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130\uc14b\uc744 \uae30\ubc18\uc73c\ub85c \ubaa8\ub378\uc758 \ud589\ub3d9\uc744 \ub9de\ucda4\ud654\ud558\uc5ec \uc778\uac04\uc758 \uae30\ub300\uc640 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc5d0 \ubd80\ud569\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4. \ubaa8\ub378 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\uc758 \uae30\ubcf8 \uac1c\ub150\uc744 \uc774\ud574\ud558\uace0\uc790 \ud558\ub294 \uc870\uc9c1\uc744 \uc704\ud574, LTS GDS\uc758 LLM \ud30c\uc778\ud29c\ub2dd\uc744 \uc704\ud55c \ub370\uc774\ud130 \ub77c\ubca8\ub9c1 \uc885\ud569 \uac00\uc774\ub4dc\ub294 \ud30c\uc778\ud29c\ub2dd\uc774 \ubb34\uc5c7\uc744 \uc758\ubbf8\ud558\ub294\uc9c0, \uadf8\ub9ac\uace0 \ud30c\uc778\ud29c\ub2dd\ub41c \ubaa8\ub378\uc774 \uae30\ubcf8 \ubaa8\ub378\uacfc \uc5b4\ub5bb\uac8c \ub2e4\ub978\uc9c0\ub97c \uc124\uba85\ud558\ub294 \uc911\uc694\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud30c\uc778\ud29c\ub2dd\uc758 \uc8fc\uc694 \uc774\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. \uccab\uc9f8, \ud2b9\uc218 \uc9c0\uc2dd\uc758 \uae4a\uc740 \ud1b5\ud569\uc73c\ub85c \ub3c4\uba54\uc778\ubcc4 \uc815\ubcf4\ub97c \ubaa8\ub378\uc758 \uac00\uc911\uce58\uc5d0 \uc9c1\uc811 \u201c\ub0b4\uc7ac\ud654\u201d\ud558\uc5ec \ud2b9\uc815 \uc791\uc5c5\uc5d0\uc11c \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ub458\uc9f8, \uc2a4\ud0c0\uc77c\uacfc \ud615\uc2dd\uc758 \ub9de\ucda4\ud654\ub97c \ud1b5\ud574 JSON \uc751\ub2f5 \uc0dd\uc131\uc774\ub098 \uaddc\uc81c \uc5b8\uc5b4 \uc900\uc218\uc640 \uac19\uc740 \ud2b9\uc815 \ud615\uc2dd\uc774\ub098 \ud1a4\uc744 \ub530\ub974\ub294 \ucd9c\ub825\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc14b\uc9f8, \ubcf5\uc7a1\ud55c \uc0dd\uc131 \uc791\uc5c5 \ucc98\ub9ac \ub2a5\ub825 \ud5a5\uc0c1\uc73c\ub85c \ub2e4\ub2e8\uacc4 \uc9c0\uc2dc\ub97c \ub530\ub974\uac70\ub098 \uaddc\uce59 \uae30\ubc18\uc758 \ucc3d\uc758\uc801 \ucf58\ud150\uce20\ub97c \uc0dd\uc131\ud558\ub294 \ub2a5\ub825\uc744 \uac15\ud654\ud569\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc774 \uc5b8\uc5b4, \ube44\uc804, \uae30\ud0c0 \ub370\uc774\ud130 \uc720\ud615\uc744 \uacb0\ud569\ud55c \uba40\ud2f0\ubaa8\ub2ec AI\ub97c \ucc44\ud0dd\ud568\uc5d0 \ub530\ub77c, \ud30c\uc778\ud29c\ub2dd\uc740 \ubcc0\ud654\ud558\ub294 \ube44\uc988\ub2c8\uc2a4 \uc218\uc694\ub97c \ucda9\uc871\uc2dc\ud0a4\ub294 \ub9de\ucda4\ud615 \uace0\uc131\ub2a5 AI \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\ub294 \ud575\uc2ec \uc694\uc18c\ub85c \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4. \uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd(SFT): \uad6c\uc870\uc801 \ud559\uc2b5\uc744 \ud1b5\ud55c \uc815\ubc00\uc131 \uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc18 \ud30c\uc778\ud29c\ub2dd(SFT)\uc740 \uc0ac\uc804\uc5d0 \ud559\uc2b5\ub41c \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc744 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ub9de\uac8c \uc801\uc751\uc2dc\ud0a4\ub294 \uad6c\uc870\uc801 \ud559\uc2b5 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc740 \uc785\ub825-\ucd9c\ub825 \uc30d\uc744 \ud3ec\ud568\ud55c \uace0\ud488\uc9c8 \ub77c\ubca8\ub9c1 \ub370\uc774\ud130\uc14b\uc744 \ud65c\uc6a9\ud558\uc5ec \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0a4\uba70, \uc774\ub97c \ud1b5\ud574 \ubaa8\ub378\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uc815\uad50\ud558\uac8c \uc870\uc815\ud558\uc5ec \ubaa9\ud45c \uc751\uc6a9 \ubd84\uc57c\uc5d0 \ubd80\ud569\ud558\ub294 \uc815\ud655\ud558\uace0 \ub9e5\ub77d\uc744 \uc778\uc2dd\ud55c \uc751\ub2f5\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. SFT\uc758 \uc791\ub3d9 \ubc29\uc2dd\u00a0 Step 1: \ub370\uc774\ud130\uc14b \uc900\ube44\u00a0 \ub370\uc774\ud130 \uc218\uc9d1: \ud2b9\uc815 \ub3c4\uba54\uc778\uc774\ub098 \uc791\uc5c5\uacfc \uad00\ub828\ub41c \uc6d0\uc2dc \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\uc14b \ud06c\uae30\ub294 \uc791\uc5c5\uc758 \ubcf5\uc7a1\uc131\uacfc \ubaa8\ub378 \uaddc\ubaa8\uc5d0 \ub530\ub77c \uc218\ubc31 \uac1c\uc5d0\uc11c \uc218\ub9cc \uac1c\uc758 \uc608\uc2dc\uae4c\uc9c0 \ub2e4\uc591\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uad6c\uc870\ud654: \ub370\uc774\ud130\ub97c \uc785\ub825 \ud504\ub86c\ud504\ud2b8\uc640 \uc6d0\ud558\ub294 \ucd9c\ub825\uc774 \ud3ec\ud568\ub41c \uad6c\uc870\ud654\ub41c \uc30d\uc73c\ub85c \uc815\ub9ac\ud558\uba70, \uc77c\ubc18\uc801\uc73c\ub85c JSON Lines(JSONL) \ud615\uc2dd\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ud488\uc9c8 \uad00\ub9ac: \ub370\uc774\ud130\uc758 \uc815\ud655\uc131, \uc77c\uad00\uc131, \ub2e4\uc591\uc131\uc744 \ud655\ubcf4\ud558\uace0 \ud3b8\ud5a5\uc744 \ucd5c\uc18c\ud654\ud558\uc5ec \ubaa8\ub378 \uc131\ub2a5\uc5d0 \ubd80\uc815\uc801\uc778 \uc601\ud5a5\uc744 \uc8fc\uc9c0 \uc54a\ub3c4\ub85d \ud569\ub2c8\ub2e4. Step 2: \ud1a0\ud06c\ub098\uc774\uc81c\uc774\uc158 \u00a0\u00a0 \ud14d\uc2a4\ud2b8 \uc785\ub825\uacfc \ucd9c\ub825\uc744 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uacfc \ud638\ud658\ub418\ub294 \ud1a0\ud06c\ub098\uc774\uc800\ub97c \uc0ac\uc6a9\ud574 \ud1a0\ud070\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\ub294 \ud6a8\uc728\uc801\uc778 \ucc98\ub9ac\uc640 \ud559\uc2b5\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. Step 3: \ud30c\uc778\ud29c\ub2dd \ud559\uc2b5 \ub8e8\ud504\u00a0 \ub2e4\uc74c \ud1a0\ud070 \uc608\uce21 \ubaa9\ud45c: SFT\ub294 \uc0ac\uc804 \ud559\uc2b5\uacfc \ub3d9\uc77c\ud558\uac8c \ub2e4\uc74c \ud1a0\ud070\uc744 \uc608\uce21\ud558\ub294 \ubaa9\ud45c\ub97c \uc0ac\uc6a9\ud558\uc9c0\ub9cc, \uc785\ub825-\ucd9c\ub825 \uc30d\uc758 \ucd9c\ub825 \ubd80\ubd84\uc5d0 \uc9d1\uc911\ud569\ub2c8\ub2e4. \uc21c\uc804\ud30c: \ubaa8\ub378\uc740 \uc785\ub825 \ud1a0\ud070\uc744 \ucc98\ub9ac\ud558\uace0 \ucd9c\ub825 \uc2dc\ud000\uc2a4\uc5d0 \ub300\ud55c \uc608\uce21 \ud1a0\ud070\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc190\uc2e4 \uacc4\uc0b0: \uc608\uce21\ub41c \ud1a0\ud070\uacfc \ub77c\ubca8\ub9c1\ub41c \uc2e4\uc81c \ud1a0\ud070 \uac04\uc758 \ucc28\uc774\ub97c \uc190\uc2e4\ub85c \uacc4\uc0b0\ud569\ub2c8\ub2e4. \uc5ed\uc804\ud30c: \uacbd\uc0ac \ud558\uac15\ubc95\uacfc \ucd5c\uc801\ud654 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc190\uc2e4\uc744 \ucd5c\uc18c\ud654\ud558\ub3c4\ub85d \ubaa8\ub378\uc758 \uac00\uc911\uce58\ub97c \uc870\uc815\ud569\ub2c8\ub2e4. \ubc18\ubcf5: \uc774 \uacfc\uc815\uc744 \uc5ec\ub7ec \uc5d0\ud3ec\ud06c(epoch)\uc5d0 \uac78\uccd0 \ubc18\ubcf5\ud558\uc5ec \ubaa8\ub378\uc758 \uc791\uc5c5 \ud2b9\ud654 \uc131\ub2a5\uc744 \uc810\uc9c4\uc801\uc73c\ub85c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. Step 4: \ud3c9\uac00 \ubc0f \uac80\uc99d \u00a0 \ubcc4\ub3c4\uc758 \uac80\uc99d \ub370\uc774\ud130\uc14b\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uc815\ud655\uc131\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uacfc\uc801\ud569\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4. \ud559\uc2b5\ub960, \ubc30\uce58 \ud06c\uae30, \uc5d0\ud3ec\ud06c \uc218\uc640 \uac19\uc740 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub294 \uac80\uc99d \uacb0\uacfc\uc5d0 \ub530\ub77c \uc870\uc815\ub429\ub2c8\ub2e4. Step 5: \ubc30\ud3ec \u00a0 \ubaa8\ub378\uc774 \ub9cc\uc871\ud560 \ub9cc\ud55c \uc815\ud655\uc131\uacfc \uc77c\ubc18\ud654 \uc131\ub2a5\uc744 \ub2ec\uc131\ud558\uba74 \uc2e4\uc81c \ud658\uacbd\uc5d0 \ubc30\ud3ec\ub418\uc5b4 \ucc57\ubd07, \ucf58\ud150\uce20 \uc0dd\uc131, \ub3c4\uba54\uc778 \ud2b9\ud654 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\uc640 \uac19\uc740 \uc751\uc6a9 \ubd84\uc57c\uc5d0\uc11c \ud65c\uc6a9\ub429\ub2c8\ub2e4. SFT \ud559\uc2b5 \uacfc\uc815 \uc694\uc57d\u00a0 \ub2e8\uacc4\u00a0 \uc124\uba85\u00a0 \ube44\uc988\ub2c8\uc2a4 \uc774\uc810\u00a0 1. \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \ub77c\ubca8\ub9c1\u00a0 \uba85\ud655\ud55c \uc785\ub825-\ucd9c\ub825 \uc30d\uc744 \ud3ec\ud568\ud55c \uace0\ud488\uc9c8 \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130\uc14b\uc744 \uc218\uc9d1\ud569\ub2c8\ub2e4. \ubaa8\ub378\uc774 \uad00\ub828 \uc788\uace0 \uc815\ud655\ud55c \uc791\uc5c5 \ud2b9\ud654 \uc9c0\uc2dd\uc744 \ud559\uc2b5\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4. 2. \ub370\uc774\ud130 \uc804\ucc98\ub9ac \ubc0f \ud1a0\ud06c\ub098\uc774\uc81c\uc774\uc158\u00a0 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\uc640 \ud638\ud658\ub418\ub294 \ud1a0\ud070\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4. \ud6a8\uc728\uc801\uc774\uace0 \uc815\ud655\ud55c \uc5b8\uc5b4 \ucc98\ub9ac\ub97c \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. 3. \ubaa8\ub378 \ud559\uc2b5 (\ud30c\uc778\ud29c\ub2dd)\u00a0 \uc9c0\ub3c4 \ud559\uc2b5\uc744 \ud1b5\ud574 \ucd9c\ub825 \uc608\uce21, \uc190\uc2e4 \uacc4\uc0b0, \uc5ed\uc804\ud30c\ub97c \ubc18\ubcf5\ud558\uc5ec \uac00\uc911\uce58\ub97c \uc5c5\ub370\uc774\ud2b8\ud569\ub2c8\ub2e4. \uc791\uc5c5 \ud2b9\ud654 \uc815\ud655\uc131\uacfc \uc751\ub2f5 \ud488\uc9c8\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. 4. \ud3c9\uac00 \ubc0f \uac80\uc99d\u00a0 \ubcc4\ub3c4\uc758 \uac80\uc99d \ub370\uc774\ud130\ub85c \uc131\ub2a5\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc870\uc815\ud569\ub2c8\ub2e4. \uacfc\uc801\ud569\uc744 \ubc29\uc9c0\ud558\uace0 \ubaa8\ub378\uc758 \uc77c\ubc18\ud654\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4. 5. \ubc30\ud3ec \ubc0f \ubaa8\ub2c8\ud130\ub9c1\u00a0 \ud30c\uc778\ud29c\ub2dd\ub41c \ubaa8\ub378\uc744 \uc2e4\uc81c \ud658\uacbd\uc5d0 \ubc30\ud3ec\ud558\uace0 \uc131\ub2a5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud569\ub2c8\ub2e4. \ub9de\ucda4\ud615 AI \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uba70 \uc9c0\uc18d\uc801\uc778 \ud488\uc9c8 \ubcf4\uc99d\uc744 \uc2e4\ud604\ud569\ub2c8\ub2e4. SFT\uc758 \uc8fc\uc694 \uc774\uc810\u00a0 \uc791\uc5c5 \ud2b9\ud654 \uc815\ud655\uc131:\u00a0\u00a0 SFT\ub294 \ubaa8\ub378\uc774 \ub3c4\uba54\uc778\ubcc4 \uc6a9\uc5b4\uc640 \ud504\ub85c\uc138\uc2a4\uc5d0 \uc9d1\uc911\ud558\ub3c4\ub85d \ud558\uc5ec \uc624\ub958\ub97c \uc904\uc774\uace0 \uc758\ub8cc, \uae08\uc735, \ubc95\ub960\uacfc \uac19\uc740 \ud2b9\uc218 \ubd84\uc57c\uc5d0\uc11c \uad00\ub828\uc131\uc744 \ub192\uc785\ub2c8\ub2e4. \ud5a5\uc0c1\ub41c \uc774\ud574\uc640 \uc0ac\uc6a9\uc790 \uacbd\ud5d8:\u00a0\u00a0 \ud30c\uc778\ud29c\ub2dd\ub41c \ubaa8\ub378\uc740 \uace0\uc720\ud55c \ub370\uc774\ud130 \ud328\ud134\uc744 \ub354 \uc798 \ud30c\uc545\ud558\uc5ec \uc790\uc5f0\uc2a4\ub7fd\uace0 \uc77c\uad00\ub41c \uc751\ub2f5\uc744 \uc81c\uacf5\ud558\uba70, \ube44\uc988\ub2c8\uc2a4 \uae30\ub300\uc5d0 \ubd80\ud569\ud574 \uace0\uac1d \uc0c1\ud638\uc791\uc6a9\uacfc \ub0b4\ubd80 \ub3c4\uad6c \ud65c\uc6a9\uc131\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4. \uc624\ub958 \uac10\uc18c\uc640 \uc2e0\ub8b0\uc131:\u00a0\u00a0 \ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130\ub85c \ud559\uc2b5\ud568\uc73c\ub85c\uc368 \ubaa8\ub378\uc774 \ud754\ud788 \ubc1c\uc0dd\ud558\ub294 \uc624\ub958\uc640 \ubb34\uad00\ud55c \ucd9c\ub825\uc744 \ud53c\ud560 \uc218 \uc788\uc5b4 \uc2e0\ub8b0\uc131\uc744 \ub192\uc774\uace0 \uc218\ub3d9 \uc218\uc815 \uc791\uc5c5\uc744 \uc904\uc785\ub2c8\ub2e4. \uc790\uc6d0 \ud6a8\uc728\uc131:\u00a0\u00a0 \ucc98\uc74c\ubd80\ud130 \ud559\uc2b5\ud558\ub294 \uac83\uacfc \ube44\uad50\ud588\uc744 \ub54c SFT\ub294 \ub354 \uc801\uc740 \uc5f0\uc0b0 \uc790\uc6d0\uacfc \ub370\uc774\ud130\ub85c\ub3c4 \uac00\ub2a5\ud558\uc5ec \ubc30\ud3ec \uc18d\ub3c4\ub97c \ub192\uc774\uace0 \ube44\uc6a9\uc744 \uc808\uac10\ud569\ub2c8\ub2e4. \ud655\uc7a5\uc131\uacfc \uc7ac\uc0ac\uc6a9\uc131:\u00a0\u00a0 \ud55c \ubc88 \ud30c\uc778\ud29c\ub2dd\ub41c \ubaa8\ub378\uc740 \uc720\uc0ac\ud55c \uc791\uc5c5\uc5d0 \uc27d\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\uc5b4 \ud504\ub85c\uc81d\ud2b8\ub098 \ub3c4\uba54\uc778 \uac04 \uc7ac\uc0ac\uc6a9\uc774 \uac00\ub2a5\ud558\uba70 \uc2dc\uac04\uacfc \uc790\uc6d0\uc744 \uc808\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. SFT\uc758 \ud55c\uacc4\u00a0 \uace0\ud488\uc9c8 \ub77c\ubca8\ub9c1 \ub370\uc774\ud130 \uc758\uc874\uc131 (Dependency on high-quality labeled data):\u00a0\u00a0 SFT\uc758 \uc131\uacf5\uc740 \uc798 \uc815\uc81c\ub418\uace0 \ub300\ud45c\uc131\uc774 \uc788\uc73c\uba70 \ucda9\ubd84\ud788 \ud070 \ub77c\ubca8\ub9c1 \ub370\uc774\ud130\uc14b\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\ub294\uc9c0\uc5d0 \ub2ec\ub824 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130\uc14b\uc740 \uc81c\uc791 \uacfc\uc815\uc5d0\uc11c \ub9ce\uc740 \ube44\uc6a9\uacfc \uc2dc\uac04\uc774 \uc18c\uc694\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uacfc\uc801\ud569 \uc704\ud5d8:\u00a0\u00a0 \uc138\uc2ec\ud55c \uac80\uc99d\uacfc \uc815\uaddc\ud654 \uae30\ubc95(\uc608: \uc870\uae30 \uc885\ub8cc, \ub4dc\ub86d\uc544\uc6c3)\uc774 \uc5c6\uc73c\uba74 \ubaa8\ub378\uc774 \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \uacfc\uc801\ud569\ub418\uc5b4 \ubcf4\uc9c0 \ubabb\ud55c \uc785\ub825\uc5d0 \ub300\ud55c \uc77c\ubc18\ud654 \ub2a5\ub825\uc774 \ub5a8\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud559\uc2b5 \uc774\ud6c4 \uc81c\ud55c\ub41c \uc801\uc751\uc131:\u00a0\u00a0 \ud30c\uc778\ud29c\ub2dd\ub41c \ubaa8\ub378\uc740 \uc815\uc801\uc774 \ub418\uba70, \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub97c \ubc18\uc601\ud558\uac70\ub098 \uc9c0\uc2dd\uc744 \uc5c5\ub370\uc774\ud2b8\ud558\ub824\uba74 \uc7ac\ud559\uc2b5\uc774\ub098 \ucd94\uac00 \ud30c\uc778\ud29c\ub2dd \uacfc\uc815\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc77c\ubc18 \uc9c0\uc2dd \uc190\uc2e4 \uac00\ub2a5\uc131:\u00a0\u00a0 \uc881\uc740 \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud574 \uacfc\ub3c4\ud558\uac8c \ud30c\uc778\ud29c\ub2dd\ud558\uba74 \ubaa8\ub378\uc774 \uc0ac\uc804 \ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c \uc2b5\ub4dd\ud55c \ud3ed\ub113\uc740 \uc5b8\uc5b4 \uc774\ud574 \ub2a5\ub825\uc744 \u201c\ub9dd\uac01\u201d\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 catastrophic forgetting\uc774\ub77c \ubd88\ub9ac\ub294 \ud604\uc0c1\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. SFT\uc758 \uc77c\ubc18\uc801\uc778 \ud65c\uc6a9 \uc0ac\ub840\u00a0 \uc0b0\uc5c5\u00a0 \uc801\uc6a9 \ubd84\uc57c\u00a0 SFT \ud65c\uc6a9 \uc124\uba85\u00a0 \ube44\uc988\ub2c8\uc2a4 \ud6a8\uacfc \/ \uc774\uc810\u00a0 \uc0ac\ub840 \/ \uc131\uacf5 \uc2a4\ud1a0\ub9ac\u00a0 \ud5ec\uc2a4\ucf00\uc5b4\u00a0 \uc9c8\ubcd1 \uc9c4\ub2e8 \ubc0f \uac1c\uc778 \ub9de\ucda4 \uc758\ub8cc \uc758\ub8cc \uae30\ub85d, \uc601\uc0c1, \uc784\uc0c1 \ub178\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \ubaa8\ub378\uc744 \ud30c\uc778\ud29c\ub2dd\ud558\uc5ec \uc9c4\ub2e8 \uc815\ud655\uc131\uacfc \uce58\ub8cc \uacc4\ud68d\uc744 \uac1c\uc120 \uc815\ubc00\ud558\uace0 \ub9e5\ub77d\uc744 \uc778\uc2dd\ud55c \uc758\ub8cc \uc778\uc0ac\uc774\ud2b8 \uc81c\uacf5, \uac1c\uc778 \ub9de\ucda4\ud615 \ud658\uc790 \uce58\ub8cc \uc9c0\uc6d0, \uc9c4\ub2e8 \uc624\ub958 \uac10\uc18c \ubc29\uc0ac\uc120 \uc601\uc0c1 \ubd84\uc11d \ub610\ub294 \uc2e0\uc57d \uac1c\ubc1c\uc744 \uc704\ud55c \ud30c\uc778\ud29c\ub2dd \ubaa8\ub378 \uc784\uc0c1 \ubb38\uc11c\ud654\u00a0 \uc758\ub8cc \ubcf4\uace0\uc11c \uc0dd\uc131 \ubc0f \uc694\uc57d \ub3c4\uba54\uc778 \ud2b9\ud654 \uc6a9\uc5b4\ub97c \ud65c\uc6a9\ud574 \uc758\ub8cc \ubcf4\uace0\uc11c\ub97c \uc0dd\uc131 \ubc0f \uc694\uc57d\ud558\ub3c4\ub85d \ubaa8\ub378\uc744 \uc801\uc751 \uc784\uc0c1\uc758 \uc0dd\uc0b0\uc131 \ud5a5\uc0c1, \uc77c\uad00\ub418\uace0 \uc815\ud655\ud55c \ubb38\uc11c\ud654 \ubcf4\uc7a5<\/p>\n","protected":false},"author":8,"featured_media":41347,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[75],"tags":[304,181],"_links":{"self":[{"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/posts\/41091"}],"collection":[{"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/comments?post=41091"}],"version-history":[{"count":3,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/posts\/41091\/revisions"}],"predecessor-version":[{"id":41351,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/posts\/41091\/revisions\/41351"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/media\/41347"}],"wp:attachment":[{"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/media?parent=41091"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/categories?post=41091"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gdsonline.tech\/ko\/wp-json\/wp\/v2\/tags?post=41091"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}