{"id":3166,"date":"2024-01-10T15:38:18","date_gmt":"2024-01-10T23:38:18","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/"},"modified":"2026-09-17T08:49:06","modified_gmt":"2026-09-17T15:49:06","slug":"large-language-models-explained","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/large-language-models-explained\/","title":{"rendered":"\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \uc124\uba85"},"content":{"rendered":"<h2 id=\"h-what-is-a-large-language-model-llm\" class=\"wp-block-heading\"><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc774\ub780 \ubb34\uc5c7\uc778\uac00?<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc740 \uc790\uc5f0\uc5b4 \ucd9c\ub825 \uc0dd\uc131\uc5d0 \ub300\ub7c9\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\uc5d0 \uae30\ubc18\ud558\uc5ec \ud6c8\ub828\ub41c \uc778\uacf5\uc9c0\ub2a5(AI) \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uc778\uac04\uc774 \uc791\uc131\ud558\ub294 \uac83\uacfc \uac19\uc740 \uc815\ud1b5\ud55c \uc18c\ub9ac\ub97c \ub0b4\ub294 \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 \uc810\uc810 \ub354 \uc778\uae30\ub97c \uc5bb\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378, \uadf8 \uc791\ub3d9 \ubc29\uc2dd, \uc774\uc810\uacfc \uacfc\uc81c, \uc0ac\uc6a9 \uc0ac\ub840, \uadf8\ub9ac\uace0 \uc774\ub97c \uc2dc\uc791\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uacc4\uc18d \uc77d\uc5b4 \ubcf4\uc138\uc694.<\/span><\/p>\n\n\n\n<h3 id=\"h-what-is-a-transformer-model-and-how-are-they-connected-to-llms\" class=\"wp-block-heading\"><span>\ubcc0\ud658\uae30 \ubaa8\ub378\uc774\ub780 \ubb34\uc5c7\uc774\uba70, \uadf8\ub4e4\uc740 \uc5b4\ub5bb\uac8c LLM\uacfc \uc5f0\uacb0\ub418\uc5b4 \uc788\ub098\uc694?<\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ubcc0\ud658\uae30 \ubaa8\ub378\uc740 \ud14d\uc2a4\ud2b8\ub098 \ucf54\ub4dc\uc640 \uac19\uc740 \uc21c\ucc28\uc801 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uae30 \uc704\ud574 \uc8fc\uc758 \uba54\ucee4\ub2c8\uc998\uc744 \uc0ac\uc6a9\ud558\ub294 \ub525 \ub7ec\ub2dd \uad6c\uc870\uc785\ub2c8\ub2e4. 2017\ub144\uc5d0 \ub3c4\uc785\ub418\uc5c8\uc73c\uba70, \uc774\ub97c \ud06c\uac8c \ubcc0\ud654\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. <\/span><a href=\"https:\/\/en.wikipedia.org\/wiki\/Natural_language_processing\"><span>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)<\/span><\/a><span> \ub2e4\uc591\ud55c \ub3c4\uc804\uc5d0\uc11c \ucd5c\uace0\uc758 \uc131\uacfc\ub97c \uac70\ub460\uc73c\ub85c\uc368 \ud544\ub4dc\ub97c \ud655\ubcf4\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc774\uc81c \ubcc0\uc555\uae30\uc758 \uc8fc\uc694 \uae30\ub2a5\uacfc \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \ud575\uc2ec \uad6c\uc131 \uc694\uc18c\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uc8fc\uc758 \uba54\ucee4\ub2c8\uc998<\/b><span>: \ud2b8\ub79c\uc2a4\ud3ec\uba38\uc988\ub294 \uae30\uc874 NLP \ubaa8\ub378\uc744 \ub300\uccb4\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\ub4e4\uc740 <\/span><a href=\"https:\/\/www.ibm.com\/topics\/recurrent-neural-networks\"><span>\ubc18\ubcf5 \uc2e0\uacbd\ub9dd(RNN)<\/span><\/a><span>, \uc774\uc81c \uc790\uccb4\uc8fc\uc758 \uba54\ucee4\ub2c8\uc998\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uba54\ucee4\ub2c8\uc998\uc740 \ubaa8\ub378\uc774 \uc785\ub825 \uc2dc\ud000\uc2a4\uc758 \uc911\uc694\ud55c \ubd80\ubd84\uc5d0 \uc9d1\uc911\ud558\ub3c4\ub85d \ub3c4\uc640\uc8fc\uc5b4, \uc11c\ub85c \ub2e4\ub978 \ub2e8\uc5b4 \ub610\ub294 \uc694\uc18c \uac04\uc758 \uad00\uacc4\ub97c \uc774\ud574\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uadf8\ub4e4\uc740 \uc544\uc8fc \uba40\ub9ac \ub5a8\uc5b4\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \ubcc0\uc555\uae30\uac00 \ud14d\uc2a4\ud2b8\uc758 \ub9e5\ub77d\uc744 \ub354 \uc798 \ud30c\uc545\ud558\uace0 \uc7a5\uac70\ub9ac \uad00\uacc4\ub97c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\ubcd1\ub82c \ucc98\ub9ac<\/b><span>\ud2b8\ub79c\uc2a4\ud3ec\uba38\ub294 \ubcd1\ub82c\ud654 \uac00\ub2a5\ud55c \uc8fc\uc758 \uba54\ucee4\ub2c8\uc998\uc744 \uc0ac\uc6a9\ud558\ubbc0\ub85c, \uc785\ub825 \ub370\uc774\ud130\ub97c \uc21c\ucc28\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 RNN\ubcf4\ub2e4 \ud6a8\uc728\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774 \ubcd1\ub82c \ucc98\ub9ac \uae30\ub2a5 \ub355\ubd84\uc5d0 \ud2b8\ub79c\uc2a4\ud3ec\uba38\ub294 \uc131\ub2a5 \uc800\ud558 \uc5c6\uc774 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uacfc \ub354 \uae34 \uc2dc\ud000\uc2a4\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uc5d4\ucf54\ub354-\ub514\ucf54\ub354 \uc544\ud0a4\ud14d\ucc98<\/b><span>\ud2b8\ub79c\uc2a4\ud3ec\uba38\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ub450 \uac00\uc9c0 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc5d4\ucf54\ub354\uc640 \ub514\ucf54\ub354\uc785\ub2c8\ub2e4. \uc5d4\ucf54\ub354\ub294 \uc790\uccb4\uc8fc\uc758 \uba54\ucee4\ub2c8\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc785\ub825 \uc2dc\ud000\uc2a4\ub97c \ucc98\ub9ac\ud558\uba70, \ub514\ucf54\ub354\ub294 \uc5d4\ucf54\ub354\uac00 \uc785\ub825\uc5d0 \ub300\ud55c \ud45c\ud604\uc744 \uae30\ubc18\uc73c\ub85c \ucd9c\ub825 \uc2dc\ud000\uc2a4\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc77c\ubc18\uc801\uc73c\ub85c \ubcc0\uc555\uae30\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \ubd84\uc57c\ub97c \uc644\uc804\ud788 \ubcc0\ud654\uc2dc\ucf30\uc73c\uba70, \ub9ce\uc740 \uc5b8\uc5b4 \uad00\ub828 \uc791\uc5c5\uc758 \uc8fc\uc694 \uc544\ud0a4\ud14d\ucc98\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h2 id=\"h-how-do-large-language-models-work-and-how-are-they-trained-nbsp\" class=\"wp-block-heading\"><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\uba70, \uc5b4\ub5bb\uac8c \ud6c8\ub828\ub429\ub2c8\uae4c?&nbsp;<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc5d0 \ud601\uba85\uc744 \uac00\uc838\uc628 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ucef4\ud4e8\ud130\ub294 \uc778\uac04\ucc98\ub7fc \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ubb38\uc7a5\uc744 \uc0dd\uc131\ud558\uace0 \uc720\uc6a9\ud55c \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\ub4e4\uc774 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub294\uc9c0 \uc8fc\uc694 \uce21\uba74\ub4e4\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><b>\uc900\ud6c8\ub828<\/b><span>\uc5b8\uc5b4 \ubaa8\ub378\uc740 \ucc98\uc74c\uc5d0 \uc778\ud130\ub137\uc758 \ubc29\ub300\ud55c \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\uc5d0\uc11c \uc0ac\uc804 \ud6c8\ub828\ub429\ub2c8\ub2e4. \uc0ac\uc804 \ud6c8\ub828 \uacfc\uc815\uc5d0\uc11c \ubaa8\ub378\uc740 \uc8fc\ubcc0 \ub2e8\uc5b4\uc758 \ub9e5\ub77d\uc744 \ubd84\uc11d\ud558\uc5ec \ubb38\uc7a5\uc758 \ub2e4\uc74c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\ub294 \ubc95\uc744 \uc775\ud799\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc740 \ubaa8\ub378\uc774 \ubb38\ubc95, \uc0ac\uc2e4, \uadf8\ub9ac\uace0 \uc5b4\ub290 \uc815\ub3c4\uc758 \ucd94\ub860 \ub2a5\ub825\uc744 \uc775\ud788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4.<\/span><\/li>\n\n\n\n<li><b>\uc815\uad50\ud55c \uc870\uc808:<\/b><span> \ud504\ub9ac \ud6c8\ub828 \ud6c4, \ubaa8\ub378\uc740 \uc791\uc5c5\ubcc4 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub354 \uad6c\uccb4\uc801\uc778 \uc791\uc5c5\uc5d0 \ub9de\uac8c \uc870\uc815\ub429\ub2c8\ub2e4. \uc815\uad50\ud654\ub294 \ubaa8\ub378\uc744 \ub354 \uc881\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ucd94\uac00\ub85c \ud559\uc2b5\uc2dc\ud0a4\ub294 \uac83\uc744 \uc758\ubbf8\ud558\uba70, \uc774 \ub370\uc774\ud130 \uc138\ud2b8\ub294 \uc9c8\ubb38 \uc751\ub2f5, \ubc88\uc5ed, \uc694\uc57d \ubc0f \uac10\uc815 \ubd84\uc11d\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0 \ub9de\uac8c \uc870\uc815\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\ub294 \ubaa8\ub378\uc774 \uc6d0\ud558\ub294 \uc791\uc5c5\uc5d0 \ud2b9\ud654\ub418\ub3c4\ub85d \ub3c4\uc640\uc8fc\uace0 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/li>\n\n\n\n<li><b>\uc8fc\uc758 \uba54\ucee4\ub2c8\uc998<\/b><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \ud575\uc2ec \uad6c\uc131 \uc694\uc18c\ub294 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc544\ud0a4\ud14d\ucc98 \ub0b4\uc758 \uc8fc\uc758 \uba54\ucee4\ub2c8\uc998\uc785\ub2c8\ub2e4. \uc8fc\uc758 \uae30\ub2a5\uc740 \ubaa8\ub378\uc774 \ubb38\uc7a5\uc5d0\uc11c \uac01 \ub2e8\uc5b4\uc758 \uc0c1\ub300\uc801 \uc911\uc694\uc131\uc744 \uc774\ud574\ud558\uc5ec \ub2e8\uc5b4\ub97c \uc0dd\uc131\ud558\uac70\ub098 \uc608\uce21\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubaa8\ub378\uc740 \ud14d\uc2a4\ud2b8 \ucc98\ub9ac\ub97c \ud558\uba74\uc11c \uc7a5\uac70\ub9ac\uc758 \uad00\uacc4\uc640 \ub9e5\ub77d\uc744 \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n\n\n\n<li><b>\ucd94\ub860<\/b><span>\ubaa8\ub378\uc744 \ud559\uc2b5\ud55c \ud6c4 \ucd94\ub860\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud504\ub86c\ud504\ud2b8 \ub610\ub294 \uc785\ub825 \ud14d\uc2a4\ud2b8\ub97c \uc81c\uacf5\ud558\uba74 \ubaa8\ub378\uc740 \ud559\uc2b5\ub41c \ud328\ud134\uacfc \ud6c8\ub828 \ub370\uc774\ud130\ub85c\ubd80\ud130 \uc5bb\uc740 \ub9e5\ub77d\uc744 \uae30\ubc18\uc73c\ub85c \uac00\uc7a5 \uac00\ub2a5\uc131\uc774 \ub192\uc740 \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\uc5ec \uc751\ub2f5\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc804\ubc18\uc801\uc73c\ub85c \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc0ac\uc804 \ud6c8\ub828\uacfc \uc778\uac04\uacfc \uc720\uc0ac\ud55c \ud14d\uc2a4\ud2b8\ub97c \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud558\uae30 \uc704\ud55c \ud2b9\uc815 \uc791\uc5c5\uc758 \ubbf8\uc138 \uc870\uc815\uc5d0 \uae30\ubc18\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc8fc\uc758 \uba54\ucee4\ub2c8\uc998\uc740 \ub9e5\ub77d\uc744 \ud30c\uc545\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uba70, \ubaa8\ub378\uc758 \ub300\uaddc\ubaa8 \ud06c\uae30\uc640 \ucef4\ud4e8\ud305 \uc131\ub2a5\uc740 \uadf8\ub4e4\uc758 \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc5d0 \uae30\uc5ec\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h2 id=\"h-large-language-models-vs-generative-ai\" class=\"wp-block-heading\"><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uacfc \uc0dd\uc131\ud615 AI<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \ubc0f <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-generative-ai\/\"><span>\uc0dd\uc131\ud615 AI<\/span><\/a><span> \uc774\ub294 \uad00\ub828\ub41c \uac1c\ub150\uc774\uc9c0\ub9cc \ucd08\uc810\uacfc \uc801\uc6a9 \ubd84\uc57c\uc5d0\uc11c \ucc28\uc774\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub450 \uac00\uc9c0 \uc811\uadfc \ubc29\uc2dd\uc758 \ud2b9\uc131\uacfc \ucc28\uc774\uc810\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h3 id=\"h-large-language-models\" class=\"wp-block-heading\"><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378<\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span>GPT-3\uc640 \uac19\uc740 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uad11\ubc94\uc704\ud55c \ud559\uc2b5 \ub370\uc774\ud130\uc5d0\uc11c \ud559\uc2b5\ub41c \ud328\ud134\uacfc \uad00\uacc4\ub97c \uae30\ubc18\uc73c\ub85c \uc778\uac04\uacfc \uc720\uc0ac\ud55c \ud14d\uc2a4\ud2b8\ub97c \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc791\uc5c5\uc5d0\uc11c \ud0c1\uc6d4\ud55c \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ub2a5\uc5d0\ub294 \uc5b8\uc5b4 \uc0dd\uc131, \ud14d\uc2a4\ud2b8 \uc644\uc131, \uc9c8\ubb38 \uc751\ub2f5 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub610\ud55c \uc5b8\uc5b4\uc758 \ud1b5\uacc4\uc801 \ud2b9\uc131\uc744 \ud30c\uc545\ud558\uc5ec \uac00\uc7a5 \uac00\ub2a5\uc131\uc774 \ub192\uc740 \ub2e4\uc74c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\uac70\ub098 \uc77c\uad00\ub41c \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uc8fc\uc694 \ubaa9\ud45c\ub294 \uc81c\uacf5\ub41c \uc785\ub825\uacfc \uc77c\uce58\ud558\ub294 \ud14d\uc2a4\ud2b8\ub97c \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uadf8\ub4e4\uc740 \uc758\ubbf8 \uc788\uace0 \ub9e5\ub77d\uc5d0 \uae30\ubc18\ud55c \ubc18\uc751\uc744 \uc0dd\uc131\ud558\uae30 \uc704\ud574 \uc5b8\uc5b4 \ud328\ud134, \ub9e5\ub77d \ubc0f \uc758\ubbf8\ub860\uc744 \ud3ec\ucc29\ud558\ub294 \ub370 \uc9d1\uc911\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub85c \ud559\uc2b5\ub418\uc5b4 \uc5b8\uc5b4\uc5d0 \ub300\ud55c \ud3ed\ub113\uc740 \uc774\ud574\ub97c \uc5bb\uace0 \ub2e4\uc591\ud55c \ud1b5\ud569\ub41c \ubb38\uc7a5\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h3 id=\"h-generative-ai\" class=\"wp-block-heading\"><span>\uc0dd\uc131\ud615 AI<\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\ub294 \ud14d\uc2a4\ud2b8\uc5d0 \uad6d\ud55c\ub418\uc9c0 \uc54a\ub294 \ub3c5\ucc3d\uc801\uc778 \ucf58\ud150\uce20\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \uc778\uacf5\uc9c0\ub2a5\uc758 \ud55c \uc720\ud615\uc785\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \uc2ec\uce35\ud559\uc2b5, \uac15\ud654\ud559\uc2b5 \ubc0f \uc9c4\ud654 \uc54c\uace0\ub9ac\uc998\uacfc \uac19\uc740 \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc0c8\ub85c\uc6b4 \ucc3d\uc758\uc801\uc778 \uacb0\uacfc\ubb3c\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub300\ubd80\ubd84\uc758 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \ud14d\uc2a4\ud2b8 \uc0dd\uc131\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\uc9c0\ub9cc, \uc0dd\uc131\ud615 AI\ub294 \uc774\ubbf8\uc9c0, \uc74c\uc545, \ub3d9\uc601\uc0c1, \ud14d\uc2a4\ud2b8 \ub4f1 \ub2e4\uc591\ud55c \uc720\ud615\uc758 \ucf58\ud150\uce20\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874 \ud328\ud134\uc774\ub098 \ub370\uc774\ud130\ub97c \ubcf5\uc81c\ud558\ub294 \uac83 \uc774\uc0c1\uc758 \ucc3d\uc758\uc131, \ud601\uc2e0, \ud0d0\uc0c9\uc744 \ubaa9\ud45c\ub85c \ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uc774\uc81c LLM\uacfc \uc0dd\uc131\ud615 AI\uc758 \uc8fc\uc694 \ucc28\uc774\uc810\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/b><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>\ucd9c\ub825 \ubc94\uc704<\/b><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uc8fc\ub85c \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud558\uace0 \uc5b8\uc5b4 \uad00\ub828 \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \ubc18\uba74, \uc0dd\uc131\ud615 AI\ub294 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc74c\uc545, \ub3d9\uc601\uc0c1 \ub4f1 \ub2e4\uc591\ud55c \ud615\ud0dc\uc758 \ucc3d\uc791 \ucf58\ud150\uce20\ub97c \ud3ec\ud568\ud55c \uad11\ubc94\uc704\ud55c \ucd9c\ub825 \uc720\ud615\uc744 \ub2e4\ub8f9\ub2c8\ub2e4.<\/span><\/li>\n\n\n\n<li><b>\ud6c8\ub828 \ubc29\uc2dd<\/b><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ubc29\ub300\ud55c \uc591\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130, \ud559\uc2b5 \ud328\ud134, \uc5b8\uc5b4 \uad00\uacc4\ub97c \uae30\ubc18\uc73c\ub85c \ud6c8\ub828\ub429\ub2c8\ub2e4. \uc0dd\uc131\ud615 AI \uc54c\uace0\ub9ac\uc998\uc740 \ub3c4\uba54\uc778 \ubc0f \ucd9c\ub825 \uc720\ud615\uc5d0 \ub530\ub77c \ub2e4\uc591\ud55c \uae30\uc220\uacfc \ud6c8\ub828 \ubc29\ubc95\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/li>\n\n\n\n<li><b>\uc751\uc6a9 \ubd84\uc57c\uc758 \ucd08\uc810<\/b><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \ucc44\ud305\ubd07, \uc5b8\uc5b4 \ubc88\uc5ed, \ucf58\ud150\uce20 \ub4f1 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uc791\uc5c5 \ubc0f \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc138\ub300. \ud615\uc131\ud615 AI\ub294 \uc608\uc220, \uc74c\uc545 \ubc0f \ucc3d\uc758\uc801 \ucf58\ud150\uce20 \uc0dd\uc131\uacfc \uac19\uc740 \ub3c5\ucc3d\uc131\uacfc \ucc38\uc2e0\uc131\uc774 \uc694\uad6c\ub418\ub294 \ucc3d\uc758\uc801 \ubd84\uc57c\uc5d0\uc11c \uc751\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n\n\n\n<h2 id=\"h-large-language-model-use-cases-nbsp\" class=\"wp-block-heading\"><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \ud65c\uc6a9 \uc0ac\ub840&nbsp;<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc5d0\ub294 \ub2e4\uc591\ud55c \ud65c\uc6a9 \uc0ac\ub840\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc774 \uc131\uacf5\uc801\uc73c\ub85c \ud65c\uc6a9\ub41c \uba87 \uac00\uc9c0 \uc8fc\ubaa9\ud560 \ub9cc\ud55c \uc0ac\ub840\uc785\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>\ucc57\ubd07\uacfc \uac00\uc0c1 \ube44\uc11c<\/b><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \ub300\ud654\ud615 \uc5d0\uc774\uc804\ud2b8\ub97c \uc9c0\uc6d0\ud558\uc5ec \uae30\uc5c5\uc774 \uc790\ub3d9\ud654\ub41c \uace0\uac1d \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud558\uace0 \ubb38\uc758\ub97c \ucc98\ub9ac\ud558\uba70 \ub2e4\uc591\ud55c \uc5c5\ubb34\ub97c \uc9c0\uc6d0\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \ub610\ud55c \uc774\ub97c \ud1b5\ud574 \uc778\uc801 \uac1c\uc785\uc758 \ud544\uc694\uc131\uc744 \uc904\uc774\uace0 \uace0\uac1d \uacbd\ud5d8\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n\n\n\n<li><b>\ucf58\ud150\uce20 \uc0dd\uc131 \ubc0f \uc790\ub3d9\ud654<\/b><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uc790\ub3d9 \ucf58\ud150\uce20 \uc0dd\uc131 \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc5ec \uae30\uc0ac, \ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c, \uc81c\ud488 \uc124\uba85, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ucea1\uc158\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \ucf58\ud150\uce20 \uc0dd\uc131 \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uc5ec \uae30\uc5c5\uacfc \ucd9c\ud310\uc0ac\uc5d0\uac8c \uc2dc\uac04\uacfc \uc790\uc6d0\uc744 \uc808\uc57d\ud569\ub2c8\ub2e4.<\/span><\/li>\n\n\n\n<li><b>\uc5b8\uc5b4 \ubc88\uc5ed<\/b><span>\ubc88\uc5ed \uc791\uc5c5\uc5d0 \ub9de\uac8c \uc870\uc815\ub418\uba74 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc5b8\uc5b4\uc5d0\uc11c \uc815\ud655\ud558\uace0 \uc720\ucc3d\ud55c \ubc88\uc5ed\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uae00\ub85c\ubc8c \uc18c\ud1b5\uc744 \uc9c0\uc6d0\ud558\uace0 \ub2e4\uad6d\uc5b4 \ud611\uc5c5\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4.<\/span><\/li>\n\n\n\n<li><b>\ud14d\uc2a4\ud2b8 \uc694\uc57d \ubc0f \ubb38\uc11c \ubd84\uc11d<\/b><span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uae34 \ubb38\uc7a5\uc5d0\uc11c \ud575\uc2ec \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\uace0 \uac04\uacb0\ud55c \uc694\uc57d\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \ub274\uc2a4 \uc694\uc57d, \uc5f0\uad6c \ubd84\uc11d \ubc0f \ubb38\uc11c \ucc98\ub9ac\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/li>\n\n\n\n<li><b>Question Answering<\/b><span>: Large language models can understand and answer questions based on context, making them valuable for building question-answering systems and information retrieval applications.&nbsp;<\/span><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><span>These five use cases showcase the versatility and practical applications of large language models across different industries. They demonstrate their potential to automate and enhance communication, content generation, and information processing.<\/span><\/p>\n\n\n\n<h2 id=\"h-examples-of-large-language-models\" class=\"wp-block-heading\"><span>Examples of Large Language Models<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Several large language models have been developed in recent years, each with strengths and weaknesses. Here are some LLM examples:<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>GPT-3 (Generative Pre-trained Transformer 3)<\/b><span>: Developed by OpenAI, GPT-3 is a 175 billion parameter model that can generate text, translate languages, write creative content, and answer your questions.&nbsp;<\/span><\/li>\n\n\n\n<li><b>LaMDA (Language Model for Dialogue Applications)<\/b><span>: Developed by Google AI, LaMDA is a 137 billion parameter model that can engage in open-ended, informative conversations. It can also generate different creative text formats of text content, like poems, code, scripts, musical pieces, emails, and letters.<\/span><\/li>\n\n\n\n<li><b>PaLM (Pathway Language Model)<\/b><span>: Developed by Google AI, PaLM is a 540 billion parameter model that can perform various tasks, including question answering, code generation, and translation.<\/span><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><span>These are just a few examples of the many LLMs out there. You can use LLMs to create natural and intuitive user interfaces, improve chatbot intelligence, and generate creative content indistinguishable from human-written work.<\/span><\/p>\n\n\n\n<h2 id=\"h-benefits-of-large-language-models\" class=\"wp-block-heading\"><span>Benefits of Large Language Models<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Large language models offer several benefits, contributing to advancements in natural language processing and various applications. Here are the top five benefits of large language models:<\/span><span>&nbsp;<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>Improved Language Generation<\/b><span>: Large language models can understand and generate human-like text with high levels of coherence and context awareness. They capture complex language patterns, semantics, and context, producing more accurate and contextually relevant outputs.&nbsp;<\/span><\/li>\n\n\n\n<li><b>Efficient Automation<\/b><span>: Large language models automate tasks that typically require human intervention. They can handle customer queries, generate content, summarize documents, and perform other language-related tasks at scale, minimizing the need for human involvement. This automation boosts efficiency, cuts operational costs, and enhances productivity for businesses and organizations.<\/span><\/li>\n\n\n\n<li><b>Enhanced User Experience<\/b><span>: Large language models power conversational agents, chatbots, and virtual assistants, significantly improving user experience. They enable more natural and interactive conversations by understanding user intent and providing relevant and accurate responses. Leveraging LLMs for user interactions leads to improved customer support, personalized recommendations, and streamlined information retrieval.<\/span><\/li>\n\n\n\n<li><b>Cross-Domain Applicability<\/b><span>: Large language models can be fine-tuned and adapted to various domains and tasks. They can be trained on specific datasets or fine-tuned for specific applications, making them versatile and applicable across multiple industries and use cases. This adaptability allows organizations to leverage language models for their specific needs, from healthcare to <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/couchbase-ai-ml-fraud-detection\/\"><span>finance<\/span><\/a><span>, marketing to education, and beyond.<\/span><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><span>The benefits large language models provide have the potential to transform industries, improve communication, and unlock new opportunities for businesses and individuals alike.<\/span><\/p>\n\n\n\n<h2 id=\"h-challenges-of-large-language-models\" class=\"wp-block-heading\"><span>Challenges of Large Language Models<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>While large language models offer numerous benefits, they also come with several challenges. Here are some of the things you should keep in mind when handling large language models:<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>Data Bias and Ethical Concerns<\/b><span>: Large language models can accidentally pick up biases from the data they learn from, which can lead to biased results and reinforce existing biases in society. Addressing these biases and prioritizing inclusivity and ethical considerations when creating and using these models is crucial.&nbsp;<\/span><\/li>\n\n\n\n<li><b>Privacy and Security Risks<\/b><span>: Large language models can unintentionally remember and disclose sensitive or private information contained in their training data. Protecting user data and addressing privacy and security risks associated with these models is a major challenge that demands strong measures and safeguards.<\/span><\/li>\n\n\n\n<li><b>Computational Resources and Energy Consumption<\/b><span>: Training and fine-tuning large language models requires significant computational resources. The computational complexity and energy consumption involved with handling LLMs raises environmental sustainability and resource efficiency concerns. Finding ways to optimize resource usage and improve energy efficiency for large language models is an ongoing challenge.<\/span><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><span>These three challenges pose significant considerations when developing, deploying, and using large language models. Addressing these challenges is crucial for maximizing the benefits of these models while mitigating potential risks and ensuring fairness, privacy, and sustainability.<\/span><\/p>\n\n\n\n<h2 id=\"h-how-to-get-started-with-large-language-models\" class=\"wp-block-heading\"><span>How to Get Started with Large Language Models<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Getting started with large language models involves a combination of learning, experimentation, and practical implementation. Here&#8217;s a step-by-step guide to help you begin:<\/span><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><b>Learn Natural Language Processing (NLP) Fundamentals<\/b><span>: Gain a basic understanding of NLP concepts like language modeling, text classification, and sequence generation. You should also familiarize yourself with common tasks and challenges in NLP.<\/span><\/li>\n\n\n\n<li><b>Choose a Pre-trained Model and Framework<\/b><span>: Select a pre-trained language model that suits your needs, such as GPT or Bard. From there, decide on a deep learning framework like <\/span><a href=\"https:\/\/www.tensorflow.org\/\"><span>TensorFlow<\/span><\/a><span> \ub610\ub294 <\/span><a href=\"https:\/\/pytorch.org\/\"><span>PyTorch<\/span><\/a><span> that supports large language models.<\/span><\/li>\n\n\n\n<li><b>Set up the Development Environment<\/b><span>: Install your chosen framework&#8217;s necessary packages and dependencies. You should ensure that you have access to suitable hardware or consider utilizing cloud platforms for computational resources.<\/span><\/li>\n\n\n\n<li><b>Experiment with Pre-trained Models and APIs<\/b><span>: Start by using pre-trained models to perform NLP tasks. You should utilize available APIs or code examples from the model developers or libraries. From there, you can experiment with text generation, sentiment analysis, or text classification to gain hands-on experience.<\/span><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><span>By following these steps, you can begin exploring the capabilities of large language models and gain practical experience with their implementation.<\/span><\/p>\n\n\n\n<h2 id=\"h-conclusion\" class=\"wp-block-heading\"><span>\uacb0\ub860<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Large language models have revolutionized natural language processing, offering improved language understanding, automation, and enhanced user experiences. They are versatile across domains, fostering accelerated innovation. Although the benefits of using large language models can\u2019t be denied, there\u2019s still a long way to go when addressing challenges like data bias, privacy risks, resource requirements, interpretability, and data limitations.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>You can continue learning about other concepts associated with artificial intelligence (AI) by reviewing these resources:&nbsp;<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-generative-ai\/\"><span>\uc0dd\uc131\ud615 AI\uac00 Couchbase\uc640 \ud568\uaed8 \uc791\ub3d9\ud558\ub294 \ubc29\uc2dd<\/span><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/vector-databases\/\"><span>Unlocking Next-Level Search: The Power of Vector Databases<\/span><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/couchbase-ai-ml-fraud-detection\/\"><span>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uace0\uac1d\ub4e4\uc740 \uae08\uc735 \uc0ac\uae30\uc5d0 \ub9de\uc11c\uae30 \uc704\ud574 AI\uc640 ML\uc744 \ud65c\uc6a9\ud558\uace0 \uc788\ub2e4<\/span><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/ai-services\/\" data-type=\"link\" data-id=\"https:\/\/www.couchbase.com\/products\/ai-services\/\"><span>Couchbase Introduces a New AI Cloud Service, Capella iQ<\/span><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/generative-ai-coding-tco\/\"><span>Can Developers Reduce Software TCO with AI?<\/span><\/a><span>&nbsp;<\/span><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>What is a Large Language Model (LLM)? A large language model (LLM) is an artificial intelligence (AI) algorithm trained on large amounts of text data to create natural language outputs. These models have become increasingly popular because they can generate text that sounds just as legitimate as a human would write. Continue reading to learn [&hellip;]<\/p>\n","protected":false},"author":82066,"featured_media":3164,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":"","_ppma_block_editor_authors":""},"categories":[127,598,189],"tags":[728],"ppma_author":[284],"class_list":["post-3166","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-application-design","category-artificial-intelligence-ai","category-data-modeling","tag-llms"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.8 (Yoast SEO v28.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Large Language Model Explained: What Is an LLM AI Algorithm?<\/title>\n<meta name=\"description\" content=\"This blog post defines large language models, then goes deeper into how they work, use cases, and how to get started using them. Learn now at Couchbase.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/large-language-models-explained\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Large Language Models Explained\" \/>\n<meta property=\"og:description\" content=\"This blog post defines large language models, then goes deeper into how they work, use cases, and how to get started using them. Learn now at Couchbase.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/ko\/large-language-models-explained\/\" \/>\n<meta property=\"og:site_name\" content=\"Couchbase\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/Couchbase\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-10T23:38:18+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-17T15:49:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/05\/blog-image-llms-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2400\" \/>\n\t<meta property=\"og:image:height\" content=\"1256\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Couchbase Product Marketing\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@couchbase\" \/>\n<meta name=\"twitter:site\" content=\"@couchbase\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Couchbase Product Marketing\" \/>\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\\\/large-language-models-explained\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/large-language-models-explained\\\/\"},\"author\":{\"name\":\"Couchbase Product Marketing\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/#\\\/schema\\\/person\\\/41dcb7501e1a266a0ef16889cdbce16d\"},\"headline\":\"Large Language Models Explained\",\"datePublished\":\"2024-01-10T23:38:18+00:00\",\"dateModified\":\"2026-09-17T15:49:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/large-language-models-explained\\\/\"},\"wordCount\":2092,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/large-language-models-explained\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/wp-content\\\/uploads\\\/sites\\\/5\\\/2026\\\/05\\\/blog-image-llms-1.png\",\"keywords\":[\"LLMs\"],\"articleSection\":[\"Application Design\",\"Artificial Intelligence (AI)\",\"Data Modeling\"],\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/large-language-models-explained\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/large-language-models-explained\\\/\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/large-language-models-explained\\\/\",\"name\":\"Large Language Model Explained: What Is an LLM AI Algorithm?\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/large-language-models-explained\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/large-language-models-explained\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/wp-content\\\/uploads\\\/sites\\\/5\\\/2026\\\/05\\\/blog-image-llms-1.png\",\"datePublished\":\"2024-01-10T23:38:18+00:00\",\"dateModified\":\"2026-09-17T15:49:06+00:00\",\"description\":\"This blog post defines large language models, then goes deeper into how they work, use cases, and how to get started using them. Learn now at Couchbase.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/large-language-models-explained\\\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/large-language-models-explained\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/large-language-models-explained\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/wp-content\\\/uploads\\\/sites\\\/5\\\/2026\\\/05\\\/blog-image-llms-1.png\",\"contentUrl\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/wp-content\\\/uploads\\\/sites\\\/5\\\/2026\\\/05\\\/blog-image-llms-1.png\",\"width\":2400,\"height\":1256},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/large-language-models-explained\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Application Design\",\"item\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/ko\\\/category\\\/application-design\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Large Language Models Explained\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/\",\"name\":\"Couchbase\",\"description\":\"The Operational Data Platform for AI\u2122\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/#organization\"},\"alternateName\":\"Couchbase, Inc.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/#organization\",\"name\":\"Couchbase\",\"alternateName\":\"Couchbase, Inc.\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/wp-content\\\/uploads\\\/sites\\\/5\\\/2026\\\/11\\\/Couchbase_Logo_Couchbase_Token_Red-1.png\",\"contentUrl\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/wp-content\\\/uploads\\\/sites\\\/5\\\/2026\\\/11\\\/Couchbase_Logo_Couchbase_Token_Red-1.png\",\"width\":1129,\"height\":1129,\"caption\":\"Couchbase\"},\"image\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/Couchbase\\\/\",\"https:\\\/\\\/x.com\\\/couchbase\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/couchbase\\\/\",\"https:\\\/\\\/www.youtube.com\\\/c\\\/CouchbaseServer\",\"https:\\\/\\\/github.com\\\/couchbase\\\/\",\"https:\\\/\\\/en.wikipedia.org\\\/wiki\\\/Couchbase,_Inc.\"],\"description\":\"Couchbase is a database software company headquartered in San Jose, California, providing an operational data platform for AI used by hundreds of global enterprises.\",\"legalName\":\"Couchbase, Inc.\",\"foundingDate\":\"2011-01-01\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/#\\\/schema\\\/person\\\/41dcb7501e1a266a0ef16889cdbce16d\",\"name\":\"Couchbase Product Marketing\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4760a19fc4ed6b8b830ba98f0869ed0d8ee6729e2593881e1a68032b9c281d5d?s=96&d=mm&r=g5112ed57023bd2807ae7086c2fe68752\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4760a19fc4ed6b8b830ba98f0869ed0d8ee6729e2593881e1a68032b9c281d5d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/4760a19fc4ed6b8b830ba98f0869ed0d8ee6729e2593881e1a68032b9c281d5d?s=96&d=mm&r=g\",\"caption\":\"Couchbase Product Marketing\"},\"url\":\"https:\\\/\\\/www.couchbase.com\\\/blog\\\/ko\\\/author\\\/couchbase-pmm\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Large Language Model Explained: What Is an LLM AI Algorithm?","description":"This blog post defines large language models, then goes deeper into how they work, use cases, and how to get started using them. Learn now at Couchbase.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.couchbase.com\/blog\/ko\/large-language-models-explained\/","og_locale":"ko_KR","og_type":"article","og_title":"Large Language Models Explained","og_description":"This blog post defines large language models, then goes deeper into how they work, use cases, and how to get started using them. Learn now at Couchbase.","og_url":"https:\/\/www.couchbase.com\/blog\/ko\/large-language-models-explained\/","og_site_name":"Couchbase","article_publisher":"https:\/\/www.facebook.com\/Couchbase\/","article_published_time":"2024-01-10T23:38:18+00:00","article_modified_time":"2026-09-17T15:49:06+00:00","og_image":[{"width":2400,"height":1256,"url":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/05\/blog-image-llms-1.png","type":"image\/png"}],"author":"Couchbase Product Marketing","twitter_card":"summary_large_image","twitter_creator":"@couchbase","twitter_site":"@couchbase","twitter_misc":{"Written by":"Couchbase Product Marketing","Est. reading time":"10\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/#article","isPartOf":{"@id":"https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/"},"author":{"name":"Couchbase Product Marketing","@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/41dcb7501e1a266a0ef16889cdbce16d"},"headline":"Large Language Models Explained","datePublished":"2024-01-10T23:38:18+00:00","dateModified":"2026-09-17T15:49:06+00:00","mainEntityOfPage":{"@id":"https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/"},"wordCount":2092,"commentCount":0,"publisher":{"@id":"https:\/\/www.couchbase.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/#primaryimage"},"thumbnailUrl":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/05\/blog-image-llms-1.png","keywords":["LLMs"],"articleSection":["Application Design","Artificial Intelligence (AI)","Data Modeling"],"inLanguage":"ko-KR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/","url":"https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/","name":"Large Language Model Explained: What Is an LLM AI Algorithm?","isPartOf":{"@id":"https:\/\/www.couchbase.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/#primaryimage"},"image":{"@id":"https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/#primaryimage"},"thumbnailUrl":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/05\/blog-image-llms-1.png","datePublished":"2024-01-10T23:38:18+00:00","dateModified":"2026-09-17T15:49:06+00:00","description":"This blog post defines large language models, then goes deeper into how they work, use cases, and how to get started using them. Learn now at Couchbase.","breadcrumb":{"@id":"https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/"]}]},{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/#primaryimage","url":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/05\/blog-image-llms-1.png","contentUrl":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/05\/blog-image-llms-1.png","width":2400,"height":1256},{"@type":"BreadcrumbList","@id":"https:\/\/www.couchbase.com\/blog\/large-language-models-explained\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.couchbase.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Application Design","item":"https:\/\/www.couchbase.com\/blog\/ko\/category\/application-design\/"},{"@type":"ListItem","position":3,"name":"Large Language Models Explained"}]},{"@type":"WebSite","@id":"https:\/\/www.couchbase.com\/blog\/#website","url":"https:\/\/www.couchbase.com\/blog\/","name":"\uce74\uc6b0\uce58\ubca0\uc774\uc2a4","description":"The Operational Data Platform for AI\u2122","publisher":{"@id":"https:\/\/www.couchbase.com\/blog\/#organization"},"alternateName":"Couchbase, Inc.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.couchbase.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/www.couchbase.com\/blog\/#organization","name":"\uce74\uc6b0\uce58\ubca0\uc774\uc2a4","alternateName":"Couchbase, Inc.","url":"https:\/\/www.couchbase.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/11\/Couchbase_Logo_Couchbase_Token_Red-1.png","contentUrl":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/11\/Couchbase_Logo_Couchbase_Token_Red-1.png","width":1129,"height":1129,"caption":"Couchbase"},"image":{"@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/Couchbase\/","https:\/\/x.com\/couchbase","https:\/\/www.linkedin.com\/company\/couchbase\/","https:\/\/www.youtube.com\/c\/CouchbaseServer","https:\/\/github.com\/couchbase\/","https:\/\/en.wikipedia.org\/wiki\/Couchbase,_Inc."],"description":"Couchbase is a database software company headquartered in San Jose, California, providing an operational data platform for AI used by hundreds of global enterprises.","legalName":"Couchbase, Inc.","foundingDate":"2011-01-01"},{"@type":"Person","@id":"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/41dcb7501e1a266a0ef16889cdbce16d","name":"\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc81c\ud488 \ub9c8\ucf00\ud305","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/secure.gravatar.com\/avatar\/4760a19fc4ed6b8b830ba98f0869ed0d8ee6729e2593881e1a68032b9c281d5d?s=96&d=mm&r=g5112ed57023bd2807ae7086c2fe68752","url":"https:\/\/secure.gravatar.com\/avatar\/4760a19fc4ed6b8b830ba98f0869ed0d8ee6729e2593881e1a68032b9c281d5d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/4760a19fc4ed6b8b830ba98f0869ed0d8ee6729e2593881e1a68032b9c281d5d?s=96&d=mm&r=g","caption":"Couchbase Product Marketing"},"url":"https:\/\/www.couchbase.com\/blog\/ko\/author\/couchbase-pmm\/"}]}},"acf":[],"authors":[{"term_id":284,"user_id":82066,"is_guest":0,"slug":"couchbase-pmm","display_name":"Couchbase Product Marketing","avatar_url":{"url":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/05\/image_2022-06-17_105452255-40.png","url2x":"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/05\/image_2022-06-17_105452255-40.png"},"avatar_alt":"","avatar_decorative":"","author_category":"","first_name":"Couchbase Product Marketing","last_name":"","user_url":"","job_title":"","description":""}],"_links":{"self":[{"href":"https:\/\/www.couchbase.com\/blog\/ko\/wp-json\/wp\/v2\/posts\/3166","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.couchbase.com\/blog\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.couchbase.com\/blog\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/ko\/wp-json\/wp\/v2\/users\/82066"}],"replies":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/ko\/wp-json\/wp\/v2\/comments?post=3166"}],"version-history":[{"count":1,"href":"https:\/\/www.couchbase.com\/blog\/ko\/wp-json\/wp\/v2\/posts\/3166\/revisions"}],"predecessor-version":[{"id":5819,"href":"https:\/\/www.couchbase.com\/blog\/ko\/wp-json\/wp\/v2\/posts\/3166\/revisions\/5819"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/ko\/wp-json\/wp\/v2\/media\/3164"}],"wp:attachment":[{"href":"https:\/\/www.couchbase.com\/blog\/ko\/wp-json\/wp\/v2\/media?parent=3166"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/ko\/wp-json\/wp\/v2\/categories?post=3166"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/ko\/wp-json\/wp\/v2\/tags?post=3166"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.couchbase.com\/blog\/ko\/wp-json\/wp\/v2\/ppma_author?post=3166"}],"curies":[{"name":"\uc798\ud588\uc5b4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}