{"id":15673,"date":"2024-04-29T12:17:30","date_gmt":"2024-04-29T19:17:30","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=15673"},"modified":"2025-06-13T22:42:01","modified_gmt":"2025-06-14T05:42:01","slug":"what-are-foundation-models","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/what-are-foundation-models\/","title":{"rendered":"\ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694? (\ud50c\ub7ec\uc2a4 \uc720\ud615 \ubc0f \uc0ac\uc6a9 \uc0ac\ub840)"},"content":{"rendered":"<h2><span style=\"font-weight: 400;\">\ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uae30\ucd08 \ubaa8\ub378\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc77c\ubc18 \ub370\uc774\ud130\ub85c \ud559\uc2b5\ub41c \uac15\ub825\ud55c \uc778\uacf5\uc9c0\ub2a5(AI) \uc720\ud615\uc73c\ub85c, \ub2e4\uc591\ud55c \uc791\uc5c5\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc740 \uae30\ucd08 \ubaa8\ub378 <\/span><a href=\"https:\/\/platform.openai.com\/docs\/models\/overview\"><span style=\"font-weight: 400;\">OpenAI\uc758<\/span><\/a><span style=\"font-weight: 400;\"> GPT(\uc0dd\uc131\ud615 \uc0ac\uc804 \ud559\uc2b5 \ud2b8\ub79c\uc2a4\ud3ec\uba38) \uc2dc\ub9ac\uc988 \ub610\ub294 <\/span><a href=\"https:\/\/blog.google\/products\/search\/search-language-understanding-bert\/\"><span style=\"font-weight: 400;\">Google\uc758 BERT<\/span><\/a><span style=\"font-weight: 400;\"> (\ud2b8\ub79c\uc2a4\ud3ec\uba38\uc758 \uc591\ubc29\ud5a5 \uc778\ucf54\ub354 \ud45c\ud604)\ub294 \uc778\ud130\ub137\uc758 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc5d0\uc11c \uc77c\ubc18\uc801\uc778 \uc5b8\uc5b4 \ud328\ud134\uacfc \uc9c0\uc2dd\uc744 \ucea1\ucc98\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \uc774\ub7ec\ud55c \ubaa8\ub378\uc744 \uc18c\uaddc\ubaa8\uc758 \uc791\uc5c5\ubcc4 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ubbf8\uc138 \uc870\uc815\ud558\uc5ec \ud14d\uc2a4\ud2b8 \ubd84\ub958, \uc694\uc57d, \ubc88\uc5ed, \uc9c8\ubb38 \ub2f5\ubcc0 \ub4f1\uacfc \uac19\uc740 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubbf8\uc138 \uc870\uc815\uc744 \ud1b5\ud574 \uc0c8\ub85c\uc6b4 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub354 \ube60\ub974\uace0 \uc800\ub834\ud558\uac8c \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uacfc \uadf8 \ub0b4\ubd80 \uc791\ub3d9 \ubc29\uc2dd, \uad50\uc721 \ubc29\ubc95\ub860, \uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \uacc4\uc18d \uc77d\uc5b4\ubcf4\uc138\uc694.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc740 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub098\uc694?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">GPT \ub610\ub294 BERT\uc640 \uac19\uc740 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc544\ud0a4\ud14d\ucc98 \uae30\ubc18 \ubaa8\ub378\uacfc \uac19\uc740 \uae30\ucd08 \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uad11\ubc94\uc704\ud55c \uc0ac\uc804 \ud559\uc2b5\uacfc \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ub300\ud55c \ubbf8\uc138 \uc870\uc815\uc744 \ud1b5\ud574 \uc791\ub3d9\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc774\ub7ec\ud55c \ubaa8\ub378\uc774 \uc791\ub3d9\ud558\ub294 \ubc29\uc2dd\uc5d0 \ub300\ud55c \ubd84\uc11d\uc785\ub2c8\ub2e4:<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\uc0ac\uc804 \uad50\uc721<\/span><\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130 \uc218\uc9d1<\/b><span style=\"font-weight: 400;\">: \uae30\ucd08 \ubaa8\ub378\uc740 \ucc45, \uc6f9\uc0ac\uc774\ud2b8, \uae30\uc0ac \ubc0f \uae30\ud0c0 \ud14d\uc2a4\ud2b8 \uc18c\uc2a4\ub85c\ubd80\ud130 \ub300\uaddc\ubaa8\uc758 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud559\uc2b5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc5b8\uc5b4 \ud328\ud134, \uc2a4\ud0c0\uc77c \ubc0f \uc815\ubcf4\ub97c \ud559\uc2b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud559\uc2b5 \ubaa9\ud45c<\/b><span style=\"font-weight: 400;\">: \uc0ac\uc804 \ud559\uc2b5\uc744 \ud1b5\ud574 \ubaa8\ub378\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ud14d\uc2a4\ud2b8\uc758 \ub2e4\ub978 \ubd80\ubd84\uc774 \uc8fc\uc5b4\uc9c0\uba74 \uadf8 \ubd80\ubd84\uc744 \uc608\uce21\ud558\ub3c4\ub85d \ud559\uc2b5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, GPT\uc758 \uacbd\uc6b0, <\/span><a href=\"https:\/\/help.openai.com\/en\/articles\/7842364-how-chatgpt-and-our-language-models-are-developed#h_2df02d4917\"><span style=\"font-weight: 400;\">\ubaa8\ub378\uc740 \ub2e4\uc74c \ub2e8\uc5b4\ub97c \uc608\uce21\ud569\ub2c8\ub2e4.<\/span><\/a><span style=\"font-weight: 400;\"> \uc758 \uc55e \ub2e8\uc5b4\uac00 \uc8fc\uc5b4\uc9c4 \ubb38\uc7a5(\uc790\ub3d9 \ud68c\uadc0 \ud6c8\ub828\uc774\ub77c\uace0 \uc54c\ub824\uc9c4 \uacfc\uc815)\uc5d0\uc11c \uc608\uce21\ud569\ub2c8\ub2e4. \ubc18\uba74, BERT\ub294 \uc785\ub825\ub41c \ub2e8\uc5b4 \uc911 \uc77c\ubd80\uac00 \ubb34\uc791\uc704\ub85c \ub9c8\uc2a4\ud0b9\ub418\ub294 \ub9c8\uc2a4\ud0b9 \uc5b8\uc5b4 \ubaa8\ub378 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\uba70, \ubaa8\ub378\uc740 \ub9c8\uc2a4\ud0b9\ub418\uc9c0 \uc54a\uc740 \ub2e4\ub978 \ub2e8\uc5b4\uac00 \uc81c\uacf5\ud558\ub294 \ubb38\ub9e5\uc744 \uae30\ubc18\uc73c\ub85c \uc774\ub7ec\ud55c \ub9c8\uc2a4\ud0b9\ub41c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\ub294 \ubc29\ubc95\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98<\/b><span style=\"font-weight: 400;\">: \uc774 \ubaa8\ub378\uc5d0 \uc0ac\uc6a9\ub41c \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc544\ud0a4\ud14d\ucc98\ub294 \uc790\uae30 \uc8fc\uc758 \uba54\ucee4\ub2c8\uc998\uc5d0 \ud06c\uac8c \uc758\uc874\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubaa8\ub378\uc740 \ubb38\uc7a5\uc774\ub098 \ubb38\uc11c\uc5d0\uc11c \ub2e8\uc5b4\uc758 \uc704\uce58\uc5d0 \uad00\uacc4\uc5c6\uc774 \uac01 \ub2e8\uc5b4\uc758 \uc911\uc694\ub3c4\ub97c \ud3c9\uac00\ud558\uc5ec \ubb38\ub9e5\uacfc \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\ubbf8\uc138 \uc870\uc815<\/span><\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc791\uc5c5\ubcc4 \ub370\uc774\ud130<\/b><span style=\"font-weight: 400;\">: \uc0ac\uc804 \ud559\uc2b5 \ud6c4, \ub354 \uc791\uc740 \uc791\uc5c5\ubcc4 \ub370\uc774\ud130 \uc138\ud2b8\ub85c \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uac10\uc815 \ubd84\uc11d \uc791\uc5c5\uc758 \uacbd\uc6b0, \uac10\uc815\uc73c\ub85c \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ud14d\uc2a4\ud2b8 \uc0d8\ud50c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud574 \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubaa8\ub378 \uc870\uc815<\/b><span style=\"font-weight: 400;\">:<\/span> <span style=\"font-weight: 400;\">\ubbf8\uc138 \uc870\uc815 \uc911\uc5d0\ub294 \ud2b9\uc815 \uc791\uc5c5\uc5d0\uc11c \ub354 \ub098\uc740 \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\ub3c4\ub85d \ubaa8\ub378 \uc804\uccb4 \ub610\ub294 \uc77c\ubd80\uac00 \uc57d\uac04 \uc870\uc815\ub429\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\ub294 \ubaa8\ub378\uc5d0 \ub300\ud55c \ucd94\uac00 \ud559\uc2b5\uc774 \ud3ec\ud568\ub418\uc9c0\ub9cc, \uc774\uc81c\ub294 \uc791\uc5c5\ubcc4 \ubaa9\ud45c(\uc608: \uac10\uc815 \ubd84\ub958 \ub610\ub294 \uc9c8\ubb38\uc5d0 \ub300\ud55c \ub2f5\ubcc0)\ub97c \uc5fc\ub450\uc5d0 \ub450\uace0 \uc9c4\ud589\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc804\ubb38\ud654<\/b><span style=\"font-weight: 400;\">: \uc774 \ub2e8\uacc4\uc5d0\uc11c\ub294 \uc0ac\uc804 \ud559\uc2b5 \uc911\uc5d0 \uc2b5\ub4dd\ud55c \uc77c\ubc18\uc801\uc778 \ub2a5\ub825\uc744 \ud2b9\uc815 \uc791\uc5c5 \ub610\ub294 \ub3c4\uba54\uc778\uc758 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uacfc \ub258\uc559\uc2a4\uc5d0 \ub9de\uac8c \uc870\uc815\ud558\uc5ec \ub3d9\uc77c\ud55c \uc791\uc5c5\uc5d0 \ub300\ud574 \ucc98\uc74c\ubd80\ud130 \ubaa8\ub378\uc744 \ud559\uc2b5\ud558\ub294 \uac83\uc5d0 \ube44\ud574 \uc131\ub2a5\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">\ubc30\ud3ec<\/span><\/h3>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc0ac\uc6a9 \ubc30\ud3ec<\/b><span style=\"font-weight: 400;\">: \ubbf8\uc138 \uc870\uc815\uc774 \uc644\ub8cc\ub418\uba74 \uac00\uc0c1 \ube44\uc11c \ubc0f \ucc57\ubd07\ubd80\ud130 \uc790\ub3d9 \ubc88\uc5ed, \ucf58\ud150\uce20 \uc0dd\uc131 \ub3c4\uad6c\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc744 \ubc30\ud3ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\ub9c8\uc2a4\ud130 \uc170\ud504\uc640 \uac19\uc740 \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc744 \uc0c1\uc0c1\ud574 \ubcf4\uc138\uc694. \uc774 \ubaa8\ub378\uc740 \uc5c4\uccad\ub09c \uc591\uc758 \uc7ac\ub8cc(\ub370\uc774\ud130)\ub97c \uc12d\ucde8\ud558\uace0 \uc7ac\ub8cc\uac00 \uc5b4\ub5bb\uac8c \uc0c1\ud638 \uc791\uc6a9\ud558\ub294\uc9c0(\uad00\uacc4)\ub97c \ud559\uc2b5\ud569\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \uc774 \uc9c0\uc2dd\uc744 \ubc14\ud0d5\uc73c\ub85c \ub9db\uc788\ub294 \uc218\ud504 \ub9cc\ub4e4\uae30(\ud14d\uc2a4\ud2b8 \uc791\uc131)\ubd80\ud130 \uc544\ub984\ub2e4\uc6b4 \ucf00\uc774\ud06c \ub9cc\ub4e4\uae30(\uc774\ubbf8\uc9c0 \uc0dd\uc131)\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc694\ub9ac\ub97c \ub9cc\ub4e4\uc5b4\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4(\uc791\uc5c5 \uc218\ud589).<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc758 \uc720\ud615 \ubc0f \uc608<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uae30\ucd08 \ubaa8\ub378\uc740 \uc544\ud0a4\ud14d\ucc98, \uad50\uc721 \ubaa9\ud45c \ubc0f \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ub9e4\uc6b0 \ub2e4\uc591\ud558\uba70, \uac01 \ubaa8\ub378\uc740 \ud559\uc2b5 \ubc0f \ub370\uc774\ud130\uc640\uc758 \uc0c1\ud638 \uc791\uc6a9\uc758 \ub2e4\uc591\ud55c \uce21\uba74\uc744 \ud65c\uc6a9\ud558\ub3c4\ub85d \ub9de\ucda4\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ub2e4\uc591\ud55c \uc720\ud615\uc758 \uae30\ucd08 \ubaa8\ub378\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc124\uba85\uc785\ub2c8\ub2e4:<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\uc790\ub3d9 \ud68c\uadc0 \ubaa8\ub378<\/span><\/h3>\n<p><a href=\"https:\/\/www.investopedia.com\/terms\/a\/autoregressive.asp\"><span style=\"font-weight: 400;\">\uc790\ub3d9 \ud68c\uadc0 \ubaa8\ub378<\/span><\/a><span style=\"font-weight: 400;\"> GPT \uc2dc\ub9ac\uc988(GPT-2, GPT-3, GPT-4) \ubc0f <\/span><a href=\"https:\/\/arxiv.org\/abs\/1906.08237\"><span style=\"font-weight: 400;\">XLNet<\/span><\/a><span style=\"font-weight: 400;\"> \ubaa8\ub378\uc740 \uc774\uc804\uc758 \ubaa8\ub4e0 \ub2e8\uc5b4\uac00 \uc8fc\uc5b4\uc9c4 \uc2dc\ud000\uc2a4\uc5d0\uc11c \ub2e4\uc74c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\ub294 \ud6c8\ub828 \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774 \ud6c8\ub828 \ubc29\ubc95\uc744 \ud1b5\ud574 \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uc77c\uad00\uc131 \uc788\uace0 \ub9e5\ub77d\uc5d0 \ub9de\ub294 \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \ud2b9\ud788 \ucc3d\uc758\uc801\uc778 \uae00\uc4f0\uae30, \ucc57\ubd07 \ubc0f \uac1c\uc778\ud654\ub41c \uace0\uac1d \uc11c\ube44\uc2a4 \uc0c1\ud638 \uc791\uc6a9\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\uc790\ub3d9 \uc778\ucf54\ub529 \ubaa8\ub378<\/span><\/h3>\n<p><a href=\"https:\/\/www.ibm.com\/topics\/autoencoder\"><span style=\"font-weight: 400;\">\uc790\ub3d9 \uc778\ucf54\ub529 \ubaa8\ub378<\/span><\/a><span style=\"font-weight: 400;\">BERT \ubc0f <\/span><a href=\"https:\/\/arxiv.org\/abs\/1907.11692\"><span style=\"font-weight: 400;\">RoBERTa<\/span><\/a><span style=\"font-weight: 400;\">\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ud6c8\ub828 \uc911\uc5d0 \ubaa8\ub378\uc5d0\uc11c \uc784\uc758\uc758 \ud1a0\ud070\uc744 \uc228\uae30\ub294 \ub9c8\uc2a4\ud06c\ub4dc \uc5b8\uc5b4 \ubaa8\ub378\ub9c1\uc774\ub77c\ub294 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \uba3c\uc800 \uc785\ub825\uc744 \uc190\uc0c1\uc2dc\ucf1c \uc785\ub825\uc744 \uc774\ud574\ud558\uace0 \uc7ac\uad6c\uc131\ud558\ub3c4\ub85d \ud6c8\ub828\ud569\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ubaa8\ub378\uc740 \ubb38\ub9e5\ub9cc\uc744 \uae30\ubc18\uc73c\ub85c \ub204\ub77d\ub41c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\ub294 \ubc29\ubc95\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub2a5\ub825\uc740 \uc5b8\uc5b4 \uad6c\uc870\ub97c \uc774\ud574\ud558\uace0 \ud14d\uc2a4\ud2b8 \ubd84\ub958, \uac1c\uccb4 \uc778\uc2dd, \uc9c8\ubb38 \ub2f5\ubcc0\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub9e4\uc6b0 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378<\/span><\/h3>\n<p><a href=\"https:\/\/huggingface.co\/docs\/transformers\/en\/model_doc\/encoder-decoder\"><span style=\"font-weight: 400;\">\uc778\ucf54\ub354-\ub514\ucf54\ub354 \ubaa8\ub378<\/span><\/a><span style=\"font-weight: 400;\"> \ub2e4\uc74c\uacfc \uac19\uc740 <\/span><a href=\"https:\/\/github.com\/google-research\/text-to-text-transfer-transformer\"><span style=\"font-weight: 400;\">T5<\/span><\/a><span style=\"font-weight: 400;\"> (\ud14d\uc2a4\ud2b8 \uac04 \uc804\uc1a1 \ud2b8\ub79c\uc2a4\ud3ec\uba38)\uc640 BART\ub294 \uc785\ub825 \ud14d\uc2a4\ud2b8\ub97c \ucd9c\ub825 \ud14d\uc2a4\ud2b8\ub85c \ubcc0\ud658\ud560 \uc218 \uc788\ub294 \ub2e4\ubaa9\uc801 \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uc785\ub825 \uc2dc\ud000\uc2a4\ub97c \uc7a0\uc7ac \uacf5\uac04\uc73c\ub85c \uc778\ucf54\ub529\ud55c \ub2e4\uc74c \ucd9c\ub825 \uc2dc\ud000\uc2a4\ub85c \ub514\ucf54\ub529\ud558\ub294 \ubc29\ubc95\uc744 \ud559\uc2b5\ud558\uc5ec \uc694\uc57d, \ubc88\uc5ed, \ud14d\uc2a4\ud2b8 \uc218\uc815\uacfc \uac19\uc740 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \ucc98\ub9ac\ud558\ub294 \ub370 \ud2b9\ud788 \ub2a5\uc219\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud6c8\ub828\uc5d0\ub294 \ub2e4\uc591\ud55c \ud14d\uc2a4\ud2b8 \uac04 \ubcc0\ud658 \uc791\uc5c5\uc774 \ud3ec\ud568\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uae30 \ub54c\ubb38\uc5d0 \uc5ec\ub7ec \ub3c4\uba54\uc778\uc5d0 \uac78\uccd0 \ud3ed\ub113\uac8c \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\uba40\ud2f0\ubaa8\ub2ec \ubaa8\ub378<\/span><\/h3>\n<p><a href=\"https:\/\/cloud.google.com\/use-cases\/multimodal-ai\"><span style=\"font-weight: 400;\">\uba40\ud2f0\ubaa8\ub2ec \ubaa8\ub378<\/span><\/a><span style=\"font-weight: 400;\"> (OpenAI\uc758 CLIP) \ubc0f DALL-E\uc640 \uac19\uc740 \ubaa8\ub378\uc740 \ud14d\uc2a4\ud2b8\uc640 \uc774\ubbf8\uc9c0 \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc720\ud615\uc5d0 \uac78\uce5c \ucf58\ud150\uce20\ub97c \ucc98\ub9ac\ud558\uace0 \uc0dd\uc131\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uba40\ud2f0\ubaa8\ub2ec \ucf58\ud150\uce20\ub97c \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud568\uc73c\ub85c\uc368 \uc774\ubbf8\uc9c0 \ucea1\uc158, \ud14d\uc2a4\ud2b8 \uae30\ubc18 \uc774\ubbf8\uc9c0 \uac80\uc0c9, \uc124\uba85\uc5d0\uc11c \uc774\ubbf8\uc9c0 \uc0dd\uc131 \ub4f1 \uc774\ubbf8\uc9c0\uc640 \ud14d\uc2a4\ud2b8 \uc124\uba85 \uac04\uc758 \uad00\uacc4\ub97c \ud574\uc11d\ud558\ub294 \uc791\uc5c5\uc5d0 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\uac80\uc0c9 \uc99d\uac15 \ubaa8\ub378<\/span><\/h3>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/an-overview-of-retrieval-augmented-generation\/\"><span style=\"font-weight: 400;\">\uac80\uc0c9 \uc99d\uac15 \ubaa8\ub378<\/span><\/a><span style=\"font-weight: 400;\">\uc640 \uac19\uc740 <\/span><a href=\"https:\/\/deepmind.google\/discover\/blog\/improving-language-models-by-retrieving-from-trillions-of-tokens\/\"><span style=\"font-weight: 400;\">RETRO<\/span><\/a><span style=\"font-weight: 400;\"> (\uac80\uc0c9 \uac15\ud654 \ud2b8\ub79c\uc2a4\ud3ec\uba38)\ub294 \uc678\ubd80 \uc9c0\uc2dd \uac80\uc0c9 \ud504\ub85c\uc138\uc2a4\ub97c \ud1b5\ud569\ud558\uc5ec \uae30\uc874 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\uba74 \uc608\uce21 \ub2e8\uacc4\uc5d0\uc11c \ubaa8\ub378\uc774 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub098 \ub9d0\ubb49\uce58\uc5d0\uc11c \uad00\ub828 \uc815\ubcf4\ub97c \uac00\uc838\uc640 \ub354 \ub9ce\uc740 \uc815\ubcf4\ub97c \ubc14\ud0d5\uc73c\ub85c \uc815\ud655\ud55c \uacb0\uacfc\ub97c \ub3c4\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc9c8\ubb38 \ub2f5\ubcc0 \ubc0f \ucf58\ud150\uce20 \uac80\uc99d\uacfc \uac19\uc774 \uc0c1\uc138\ud55c \uc0ac\uc2e4 \uc815\ud655\ub3c4\uc640 \uae4a\uc774\uac00 \ud544\uc694\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\uc2dc\ud000\uc2a4 \uac04 \ubaa8\ub378<\/span><\/h3>\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/Seq2seq\"><span style=\"font-weight: 400;\">\uc2dc\ud000\uc2a4 \uac04(seq2seq) \ubaa8\ub378<\/span><\/a><span style=\"font-weight: 400;\"> \ub294 \uc785\ub825 \uc2dc\ud000\uc2a4\ub97c \ubc00\uc811\ud558\uac8c \uad00\ub828\ub41c \ucd9c\ub825 \uc2dc\ud000\uc2a4\ub85c \ubcc0\ud658\ud574\uc57c \ud558\ub294 \uc791\uc5c5\uc744 \ucc98\ub9ac\ud558\ub294 Google\uc758 \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub098 Facebook\uc758 BART\uc640 \uac19\uc740 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uc804\uccb4 \ucf58\ud150\uce20 \ub610\ub294 \uadf8 \uc758\ubbf8\ub97c \uc815\ud655\ud558\uac8c \ud30c\uc545\ud558\uc5ec \ub2e4\ub978 \ud615\ud0dc\ub85c \uc804\ub2ec\ud574\uc57c \ud558\ub294 \uae30\uacc4 \ubc88\uc5ed \ubc0f \ubb38\uc11c \uc694\uc57d\uc758 \uae30\ubcf8\uc774 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uac01 \uc720\ud615\uc758 \uae30\ucd08 \ubaa8\ub378\uc740 \uace0\uc720\ud55c \uad50\uc721 \ubc0f \uc6b4\uc601 \uc124\uacc4 \ub355\ubd84\uc5d0 \ud2b9\uc815 \uc5c5\ubb34\uc5d0 \uace0\uc720\ud558\uac8c \uc801\ud569\ud569\ub2c8\ub2e4. \ub2e4\uc74c \uc139\uc158\uc5d0\uc11c\ub294 \uba87 \uac00\uc9c0 \uc0ac\uc6a9 \uc0ac\ub840\ub97c \ud1b5\ud574 \uae30\ucd08 \ubaa8\ub378\uc758 \uae30\ub2a5\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378 \uc0ac\uc6a9 \uc0ac\ub840<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ud559\uc2b5\ud560 \uc218 \uc788\ub294 \uc801\uc751\uc131\uacfc \uc5ed\ub7c9\uc73c\ub85c \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc744 \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \ud765\ubbf8\ub85c\uc6b4 \uc608\uc2dc\uc785\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)<\/b><span style=\"font-weight: 400;\">: \uae30\ucd08 \ubaa8\ub378\uc740 \ub9ce\uc740 NLP \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uadfc\uac04\uc785\ub2c8\ub2e4. \uae30\uacc4 \ubc88\uc5ed\uc744 \uad6c\ub3d9\ud558\uc5ec \uc5ec\ub7ec \uc5b8\uc5b4 \uac04\uc5d0 \uc6d0\ud65c\ud55c \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \ub610\ud55c \uac10\uc815 \ubd84\uc11d(\ud14d\uc2a4\ud2b8\uc758 \uac10\uc815\uc801 \uc5b4\uc870 \uc774\ud574)\uc774\ub098 \ucc57\ubd07 \uac1c\ubc1c\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0\uc11c \uc778\uac04\uacfc \ucef4\ud4e8\ud130 \uac04\uc758 \ubcf4\ub2e4 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \uc0c1\ud638 \uc791\uc6a9\uc744 \uc704\ud574 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ucf58\ud150\uce20 \uc81c\uc791<\/b><span style=\"font-weight: 400;\">: \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc740 \uc2dc\uc640 \ub300\ubcf8\uc5d0\uc11c \ub9c8\ucf00\ud305 \uce74\ud53c\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \ucc3d\uc758\uc801\uc778 \ud14d\uc2a4\ud2b8 \ud615\uc2dd\uc744 \uc0dd\uc131\ud558\uc5ec \ucf58\ud150\uce20 \uc81c\uc791\uc790\uc640 \ub9c8\ucf00\ud305 \ub2f4\ub2f9\uc790\ub97c \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc774\ubbf8\uc9c0 \ubc0f \ube44\ub514\uc624 \ubd84\uc11d<\/b><span style=\"font-weight: 400;\">: \uc2dc\uac01 \uc601\uc5ed\uc5d0\uc11c \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc740 \uc774\ubbf8\uc9c0 \ubc0f \ub3d9\uc601\uc0c1 \ubd84\uc11d\uc5d0 \ud0c1\uc6d4\ud569\ub2c8\ub2e4. \ubcf4\uc548 \uce74\uba54\ub77c\uc758 \ubb3c\uccb4 \uac10\uc9c0, \uc758\uc0ac\ub97c \ub3d5\uae30 \uc704\ud55c \uc758\ub8cc \uc774\ubbf8\uc9c0 \ubd84\uc11d, \uc601\ud654\uc5d0\uc11c \uc0ac\uc2e4\uc801\uc778 \ud2b9\uc218 \ud6a8\uacfc \uc0dd\uc131 \ub4f1\uc758 \uc791\uc5c5\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uacfc\ud559\uc801 \ubc1c\uacac<\/b><span style=\"font-weight: 400;\">:<\/span> <span style=\"font-weight: 400;\">\uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \ubc29\ub300\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud558\uc5ec \uae30\uc874 \ubc29\ubc95\uc73c\ub85c\ub294 \ub193\uce60 \uc218 \uc788\ub294 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ud30c\uc545\ud568\uc73c\ub85c\uc368 \uacfc\ud559 \uc5f0\uad6c\ub97c \uac00\uc18d\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ub2a5\uc740 \uc2e0\uc57d \uac1c\ubc1c, \uc7ac\ub8cc \uacfc\ud559 \ub610\ub294 \uae30\ud6c4 \ubcc0\ud654 \uc5f0\uad6c\uc5d0 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc790\ub3d9\ud654:<\/b><span style=\"font-weight: 400;\"> \uae30\ucd08 \ubaa8\ub378\uc740 \ubb38\uc11c \uc694\uc57d\uc774\ub098 \ub370\uc774\ud130 \uc785\ub825\uacfc \uac19\uc740 \ubc18\ubcf5\uc801\uc778 \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uc5ec \ub354 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \uc704\ud55c \uc2dc\uac04\uc744 \ud655\ubcf4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\uc774\ub294 \uae30\ucd08 \ubaa8\ub378\uc758 \uc0ac\uc6a9 \uc0ac\ub840 \uc911 \uc77c\ubd80\uc5d0 \ubd88\uacfc\ud558\uba70, \uc5f0\uad6c\uc790\ub4e4\uc774 \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \ubaa8\uc0c9\ud568\uc5d0 \ub530\ub77c \uc7a0\uc7ac\uc801\uc778 \uc751\uc6a9 \ubd84\uc57c\ub294 \uc9c0\uc18d\uc801\uc73c\ub85c \ud655\uc7a5\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uacfc \uc77c\uc0c1\uc0dd\ud65c\uc744 \ubcc0\ud654\uc2dc\ud0ac \uc218 \uc788\ub294 \uc5c4\uccad\ub09c \uac00\ub2a5\uc131\uc744 \uc9c0\ub2c8\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378 \ud2b8\ub808\uc774\ub2dd \ubc29\ubc95<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uae30\ucd08 \ubaa8\ub378 \uad50\uc721\uc740 \uc0c1\ub2f9\ud55c \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\uc640 \uc804\ubb38 \uc9c0\uc2dd\uc774 \ud544\uc694\ud55c \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc8fc\uc694 \ub2e8\uacc4\ub97c \uac04\uc18c\ud654\ud55c \ubd84\uc11d\uc785\ub2c8\ub2e4:<\/span><\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc900\ube44<\/b><span style=\"font-weight: 400;\">: \uae30\ubc18\uc740 \ub370\uc774\ud130\uc5d0 \uad6c\ucd95\ub429\ub2c8\ub2e4. \uc6d0\ud558\ub294 \uc791\uc5c5\uacfc \uad00\ub828\ub41c \ubc29\ub300\ud55c \uc591\uc758 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub418\uc9c0 \uc54a\uc740 \ub370\uc774\ud130\uac00 \uc218\uc9d1\ub429\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ud14d\uc2a4\ud2b8\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/large-language-models-explained\/\"><span style=\"font-weight: 400;\">\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378<\/span><\/a><span style=\"font-weight: 400;\"> (LLM), \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc6a9 \uc774\ubbf8\uc9c0 \ub610\ub294 \uba40\ud2f0\ubaa8\ub2ec \ubaa8\ub378\uc6a9 \uc870\ud569\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \ud488\uc9c8\uacfc \uc77c\uad00\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130\ub97c \uc815\ub9ac\ud558\uace0 \uc804\ucc98\ub9ac\ud558\ub294 \uac83\uc740 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98 \ubc0f \uc120\ud0dd<\/b><span style=\"font-weight: 400;\">: \uc120\ud0dd\ud558\ub294 \uae30\ucd08 \ubaa8\ub378 \uc720\ud615\uc740 \ub370\uc774\ud130\uc640 \uc791\uc5c5\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4. \uc77c\ub2e8 \uc120\ud0dd\ub418\uba74 \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\ub294 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ubbf8\uc138 \uc870\uc815\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc790\uae30 \uc8fc\ub3c4 \ud559\uc2b5<\/b><span style=\"font-weight: 400;\">: \uc5ec\uae30\uc11c \ub9c8\ubc95\uc774 \uc77c\uc5b4\ub0a9\ub2c8\ub2e4. \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\ub294 \uc9c0\ub3c4 \ud559\uc2b5\uacfc \ub2ec\ub9ac \uae30\ucd08 \ubaa8\ub378\uc740 \uc790\uac00 \uc9c0\ub3c4 \ud559\uc2b5 \uae30\ubc95\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4. \ubaa8\ub378 \uc790\uccb4\uac00 \ub808\uc774\ube14\uc774 \uc5c6\ub294 \ub370\uc774\ud130\uc5d0\uc11c \uc791\uc5c5\uacfc \ub808\uc774\ube14\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\uc758 \uc2dc\ud000\uc2a4\uc5d0\uc11c \ub2e4\uc74c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\uac70\ub098 \uc774\ubbf8\uc9c0\uc5d0\uc11c \ub204\ub77d\ub41c \ubd80\ubd84\uc744 \uc2dd\ubcc4\ud558\ub294 \uac83\uacfc \uac19\uc740 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uad50\uc721 \ubc0f \ucd5c\uc801\ud654:<\/b><span style=\"font-weight: 400;\"> \ubaa8\ub378\uc740 GPU \ub610\ub294 TPU\uc640 \uac19\uc740 \uac15\ub825\ud55c \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc900\ube44\ub41c \ub370\uc774\ud130\uc5d0 \ub300\ud574 \ud559\uc2b5\ub429\ub2c8\ub2e4. \ubaa8\ub378 \ud06c\uae30\uc640 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ubcf5\uc7a1\uc131\uc5d0 \ub530\ub77c \uc774 \ud6c8\ub828 \uacfc\uc815\uc740 \uba70\uce60 \ub610\ub294 \uba87 \uc8fc\uac00 \uac78\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc740 \uae30\uc220\uc774 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. <\/span><a href=\"https:\/\/builtin.com\/data-science\/gradient-descent\"><span style=\"font-weight: 400;\">\uadf8\ub77c\ub370\uc774\uc158 \ud558\uac15<\/span><\/a><span style=\"font-weight: 400;\"> \ub294 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud3c9\uac00 \ubc0f \uac1c\uc120<\/b><span style=\"font-weight: 400;\">: \ud559\uc2b5 \ud6c4 \ubca4\uce58\ub9c8\ud06c \ub370\uc774\ud130 \uc138\ud2b8 \ub610\ub294 \ud2b9\uc815 \uc791\uc5c5\uc5d0\uc11c \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4. \uacb0\uacfc\uac00 \uc774\uc0c1\uc801\uc774\uc9c0 \uc54a\uc740 \uacbd\uc6b0 \ub2e4\uc74c\uc744 \uc870\uc815\ud558\uc5ec \ubaa8\ub378\uc744 \ub354\uc6b1 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><a href=\"https:\/\/aws.amazon.com\/what-is\/hyperparameter-tuning\/\"><span style=\"font-weight: 400;\">\ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130<\/span><\/a><span style=\"font-weight: 400;\"> \ub610\ub294 \ud488\uc9c8 \uac1c\uc120\uc744 \uc704\ud574 \ub370\uc774\ud130 \uc900\ube44 \ub2e8\uacc4\ub85c \ub3cc\uc544\uac08 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\uae30\ucd08 \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \uac83\uc740 \uc9c0\uc18d\uc801\uc778 \uacfc\uc815\uc774\ub77c\ub294 \uc810\uc5d0 \uc720\uc758\ud574\uc57c \ud569\ub2c8\ub2e4. \uc5f0\uad6c\uc6d0\ub4e4\uc740 \ubaa8\ub378 \uc131\ub2a5\uacfc \uc131\uc219\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \ub370\uc774\ud130 \ucc98\ub9ac, \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98, \uc790\uac00 \uc9c0\ub3c4 \ud559\uc2b5 \uc791\uc5c5\uc5d0 \ub300\ud55c \uc0c8\ub85c\uc6b4 \uae30\uc220\uc744 \ub04a\uc784\uc5c6\uc774 \ud0d0\uad6c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378 \ud61c\ud0dd<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc601\uc5ed\uc5d0\uc11c \ub110\ub9ac \ucc44\ud0dd\ub418\uace0 \uc0ac\uc6a9\ub418\ub294 \ub370 \uae30\uc5ec\ud558\ub294 \uc0c1\ub2f9\ud55c \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc774\uc810\uc744 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uc138\uc694:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub2e4\uc6a9\ub3c4\uc131 \ubc0f \uc801\uc751\uc131<\/b><span style=\"font-weight: 400;\">: \uae30\uc874\uc758 \uc881\uac8c \ucd08\uc810\uc744 \ub9de\ucd98 AI \ubaa8\ub378\uacfc \ub2ec\ub9ac \uae30\ucd08 \ubaa8\ub378\uc740 \ub2e4\ubaa9\uc801\uc785\ub2c8\ub2e4. \ud574\ub2f9 \ub3c4\uba54\uc778(\ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0 \ub4f1) \ub0b4\uc5d0\uc11c \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0 \ub9de\uac8c \ubbf8\uc138 \uc870\uc815\ud560 \uc218 \uc788\uc73c\uba70, \uc2ec\uc9c0\uc5b4 \uba40\ud2f0\ubaa8\ub2ec \ubaa8\ub378\uc758 \uacbd\uc6b0 \uc5ec\ub7ec \ub3c4\uba54\uc778\uc5d0 \uac78\uccd0 \uc870\uc815\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc720\uc5f0\uc131\uc740 \uac01 \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ub300\ud574 \ucc98\uc74c\ubd80\ud130 \uc0c8\ub85c\uc6b4 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc5d0 \ube44\ud574 \uc2dc\uac04\uacfc \ub9ac\uc18c\uc2a4\ub97c \uc808\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud6a8\uc728\uc131 \ubc0f \ube44\uc6a9 \ud6a8\uc728\uc131<\/b><span style=\"font-weight: 400;\">: \uc0ac\uc804 \ud559\uc2b5\ub41c \uae30\ucd08 \ubaa8\ub378\uc740 \uac1c\ubc1c\uc790\uc5d0\uac8c \ud655\uc2e4\ud55c \ucd9c\ubc1c\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ub9de\uac8c \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud558\ub294 \uac83\uc774 \uc644\uc804\ud788 \uc0c8\ub85c\uc6b4 \ubaa8\ub378\uc744 \ucc98\uc74c\ubd80\ud130 \ud559\uc2b5\uc2dc\ud0a4\ub294 \uac83\ubcf4\ub2e4 \ub354 \ube60\ub974\uace0 \uacc4\uc0b0 \ube44\uc6a9\uc774 \uc801\uac8c \ub4dc\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud6a8\uc728\uc131\uc740 \ube44\uc6a9 \uc808\uac10\uacfc \uac1c\ubc1c \uc8fc\uae30 \ub2e8\ucd95\uc73c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc131\ub2a5 \ud5a5\uc0c1<\/b><span style=\"font-weight: 400;\">: \uae30\ucd08 \ubaa8\ub378\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \ub300\uaddc\ubaa8 \ud559\uc2b5\uc73c\ub85c \uc778\ud574 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c \uae30\uc874 \ubaa8\ub378\ubcf4\ub2e4 \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uae30\uacc4 \ubc88\uc5ed, \uc774\ubbf8\uc9c0 \uc778\uc2dd \ub610\ub294 \ud14d\uc2a4\ud2b8 \uc694\uc57d \uc791\uc5c5\uc5d0\uc11c \ub354 \ub192\uc740 \uc815\ud655\ub3c4\ub97c \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>AI\uc758 \ubbfc\uc8fc\ud654<\/b><span style=\"font-weight: 400;\">: \uc0ac\uc804 \ud559\uc2b5\ub41c \uae30\ucd08 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc5b4 AI \uac1c\ubc1c\uc758 \uc9c4\uc785 \uc7a5\ubcbd\uc774 \ub0ae\uc544\uc9d1\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc5c6\ub294 \uc18c\uaddc\ubaa8 \uae30\uc5c5\uc774\ub098 \uc5f0\uad6c\uc6d0\ub3c4 \uc774\ub7ec\ud55c \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \ud601\uc2e0\uc801\uc778 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uacfc\ud559\uc801 \ubc1c\uacac\uc758 \uac00\uc18d\ud654<\/b><span style=\"font-weight: 400;\">: \uae30\ucd08 \ubaa8\ub378\uc740 \ubc29\ub300\ud55c \uacfc\ud559 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud558\uc5ec \uae30\uc874 \ubc29\ubc95\uc73c\ub85c\ub294 \ub193\uce60 \uc218 \uc788\ub294 \uc228\uaca8\uc9c4 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \uc2e0\uc57d \uac1c\ubc1c, \uc7ac\ub8cc \uacfc\ud559 \ub610\ub294 \uae30\ud6c4 \ubcc0\ud654 \uc5f0\uad6c\uc640 \uac19\uc740 \ubd84\uc57c\uc5d0\uc11c \uacfc\ud559\uc801 \uc9c4\ubcf4\ub97c \ud06c\uac8c \uac00\uc18d\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\uae30\ucd08 \ubaa8\ub378 \uacfc\uc81c<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\uc7ac\ub2e8 \ubaa8\ub378\uc740 \ub6f0\uc5b4\ub09c \uae30\ub2a5\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uc5f0\uad6c\uc790\ub4e4\uc774 \uc801\uadf9\uc801\uc73c\ub85c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ub178\ub825\ud558\uace0 \uc788\ub294 \uba87 \uac00\uc9c0 \uacfc\uc81c\ub97c \uc548\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uad00\uc2ec \ubd84\uc57c\uc785\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ub370\uc774\ud130 \ud3b8\ud5a5\uc131 \ubc0f \uacf5\uc815\uc131<\/b><span style=\"font-weight: 400;\">: \uae30\ucd08 \ubaa8\ub378\uc740 \ud559\uc2b5\ub41c \ub370\uc774\ud130\uc5d0 \uc874\uc7ac\ud558\ub294 \ud3b8\ud5a5\uc744 \uc0c1\uc18d\ubc1b\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ucc28\ubcc4\uc801\uc774\uac70\ub098 \ubd88\uacf5\uc815\ud55c \uacb0\uacfc\ubb3c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud3b8\ud5a5\uc131\uc744 \uc644\ud654\ud558\ub824\uba74 \uc2e0\uc911\ud55c \ub370\uc774\ud130 \uc120\ud0dd, \ud050\ub808\uc774\uc158, \ubcf4\ub2e4 \uacf5\uc815\ud55c \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998 \uac1c\ubc1c\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc124\uba85 \uac00\ub2a5\uc131 \ubc0f \ud574\uc11d \uac00\ub2a5\uc131<\/b><span style=\"font-weight: 400;\">: \uae30\ucd08 \ubaa8\ub378\uc774 \uc5b4\ub5bb\uac8c \uacb0\uacfc\ubb3c\uc5d0 \ub3c4\ub2ec\ud558\ub294\uc9c0 \uc774\ud574\ud558\ub294 \uac83\uc740 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud22c\uba85\uc131 \ubd80\uc871\uc740 \uc7a0\uc7ac\uc801\uc778 \uc624\ub958\ub098 \ud3b8\uacac\uc744 \uc2dd\ubcc4\ud558\uace0 \ud574\uacb0\ud558\uae30 \uc5b4\ub835\uac8c \ub9cc\ub4ed\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc744 \ubcf4\ub2e4 \ud574\uc11d\ud558\uae30 \uc27d\uac8c \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \uac1c\ubc1c\ud558\uae30 \uc704\ud55c \uc5f0\uad6c\uac00 \uc9c4\ud589 \uc911\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4<\/b><span style=\"font-weight: 400;\">: \uae30\ucd08 \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\uace0 \uc2e4\ud589\ud558\ub824\uba74 GPU\ub098 TPU\uc640 \uac19\uc740 \uc0c1\ub2f9\ud55c \uc5f0\uc0b0 \ub2a5\ub825\uacfc \ub9ac\uc18c\uc2a4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc774\ub7ec\ud55c \uc778\ud504\ub77c\ub97c \uc774\uc6a9\ud560 \uc218 \uc5c6\ub294 \uc18c\uaddc\ubaa8 \uae30\uc5c5\uc774\ub098 \uc5f0\uad6c\uc790\uc758 \uacbd\uc6b0 \uc811\uadfc\uc131\uc774 \uc81c\ud55c\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ubcf4\uc548 \ubc0f \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubb38\uc81c<\/b><span style=\"font-weight: 400;\">: \uae30\ucd08 \ubaa8\ub378\uc744 \ud559\uc2b5\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub294 \ubcf4\uc548 \ubc0f \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubb38\uc81c\ub97c \uc57c\uae30\ud569\ub2c8\ub2e4. \uc545\uc758\uc801\uc778 \uacf5\uaca9\uc790\ub294 \ud559\uc2b5 \ub370\uc774\ud130\ub098 \ubaa8\ub378 \uc790\uccb4\uc758 \ucde8\uc57d\uc810\uc744 \uc545\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac15\ub825\ud55c \ubcf4\uc548 \uc870\uce58\uc640 \ucc45\uc784\uac10 \uc788\ub294 \ub370\uc774\ud130 \ucc98\ub9ac \uad00\ud589\uc744 \ubcf4\uc7a5\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\ud658\uacbd \uc601\ud5a5<\/b><span style=\"font-weight: 400;\">: \uc774\ub7ec\ud55c \ubaa8\ub378\uc744 \ud6c8\ub828\ud558\ub294 \ub370\ub294 \uc0c1\ub2f9\ud55c \uc591\uc758 \uc5d0\ub108\uc9c0\uac00 \uc18c\ubaa8\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf4\ub2e4 \uc5d0\ub108\uc9c0 \ud6a8\uc728\uc801\uc778 \ud6c8\ub828 \ubc29\ubc95\uc744 \uac1c\ubc1c\ud558\uace0 \uc7ac\uc0dd \uac00\ub2a5\ud55c \uc5d0\ub108\uc9c0\uc6d0\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc740 \uae30\ucd08 \ubaa8\ub378\uc758 \uc9c0\uc18d \uac00\ub2a5\ud55c \ubc30\ud3ec\ub97c \uc704\ud574 \uc911\uc694\ud55c \uace0\ub824 \uc0ac\ud56d\uc785\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">\uc8fc\uc694 \ub0b4\uc6a9<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc740 AI \uae30\ub2a5\uc758 \ud68d\uae30\uc801\uc778 \ub3c4\uc57d\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \ub2e4\uc6a9\ub3c4\uc131, \ud6a8\uc728\uc131, \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\ub294 \ub2a5\ub825\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5\uacfc \uc77c\uc0c1 \uc0dd\ud65c\uc744 \ubcc0\ud654\uc2dc\ud0ac \ucc28\uc138\ub300 \uc9c0\ub2a5\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uae30\ubc18\uc744 \ub2e6\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\uc778\uacf5 \uc9c0\ub2a5(AI)\uacfc \uad00\ub828\ub41c \uc8fc\uc81c\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \uc544\ub798 \ub9ac\uc18c\uc2a4\ub97c \uc0b4\ud3b4\ubcf4\uc138\uc694:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/generative-ai-development\/\"><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uac1c\ubc1c \uac00\uc774\ub4dc<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-generative-ai\/\"><span style=\"font-weight: 400;\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc640 \uce74\uc6b0\uce58\ubca0\uc774\uc2a4\uc758 \uc791\ub3d9 \ubc29\uc2dd<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/generative-ai-coding-tco\/\"><span style=\"font-weight: 400;\">\uac1c\ubc1c\uc790\uac00 AI\ub85c \uc18c\ud504\ud2b8\uc6e8\uc5b4 TCO\ub97c \uc808\uac10\ud560 \uc218 \uc788\uc744\uae4c\uc694?\u00a0<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/ai-cloud-services\/\"><span style=\"font-weight: 400;\">AI \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4, Capella iQ, \ubca1\ud130 \uac80\uc0c9<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-vector-search\/\"><span style=\"font-weight: 400;\">\ubca1\ud130 \uac80\uc0c9 \uac00\uc774\ub4dc<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/vector-similarity-search\/\"><span style=\"font-weight: 400;\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-are-vector-embeddings\/\"><span style=\"font-weight: 400;\">\ubca1\ud130 \uc784\ubca0\ub529\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/couchbase-ai-ml-fraud-detection\/\"><span style=\"font-weight: 400;\">\uae08\uc735 \uc0ac\uae30\uc5d0 \ub300\uc751\ud558\uae30 \uc704\ud574 AI\uc640 ML\uc744 \uc0ac\uc6a9\ud558\ub294 \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uace0\uac1d \uc0ac\ub840<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/adaptive-applications\/\"><span style=\"font-weight: 400;\">\uc801\uc751\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158<\/span><\/a><br style=\"font-weight: 400;\" \/><br style=\"font-weight: 400;\" \/><\/li>\n<\/ul>\n<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>What is a Foundation Model? A foundation model is a powerful type of artificial intelligence (AI) trained on massive amounts of general data, allowing it to tackle a broad range of tasks. Foundation models, such as OpenAI&#8217;s GPT (Generative Pre-trained [&hellip;]<\/p>","protected":false},"author":75185,"featured_media":15674,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1814,10122,1815,9973,9937],"tags":[9959,9924],"ppma_author":[9163,9657],"class_list":["post-15673","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-application-design","category-artificial-intelligence-ai","category-best-practices-and-tutorials","category-generative-ai-genai","category-vector-search","tag-foundation-models","tag-rag-retrieval-augmented-generation"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.0 (Yoast SEO v26.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What are Foundation Models? 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(Plus Types and Use Cases)\" \/>\n<meta property=\"og:description\" content=\"This blog post will explain what foundation models are and how they work, along with providing information on types of models and how to train them.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/ko\/what-are-foundation-models\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2024-04-29T19:17:30+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-14T05:42:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/04\/foundation-models.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"650\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Tyler Mitchell - Senior Product Marketing Manager, Couchbase Product Marketing\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@1tylermitchell\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tyler Mitchell - Senior Product Marketing Manager\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"10\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/what-are-foundation-models\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/what-are-foundation-models\/\"},\"author\":{\"name\":\"Tyler Mitchell - Senior Product Marketing Manager\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/684cc0e5c60cd2e4b591db9621494ed0\"},\"headline\":\"What are Foundation Models? 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