{"id":23303,"date":"2024-07-23T16:52:11","date_gmt":"2024-07-23T07:52:11","guid":{"rendered":"https:\/\/about.fb.com\/ko\/?p=23303"},"modified":"2024-07-30T17:14:50","modified_gmt":"2024-07-30T08:14:50","slug":"introducing-llama-3-1-our-most-capable-models-to-date","status":"publish","type":"post","link":"https:\/\/about.fb.com\/ko\/news\/2024\/07\/introducing-llama-3-1-our-most-capable-models-to-date\/","title":{"rendered":"\uba54\ud0c0\uc758 \ud604\uc874 \uac00\uc7a5 \uac15\ub825\ud55c AI \ubaa8\ub378, Llama 3.1\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4"},"content":{"rendered":"<p style=\"text-align: left\"><em><span style=\"font-weight: 400\">*<\/span><span style=\"font-weight: 400\">\uc601\uc5b4 \uc6d0\ubb38 <\/span><a href=\"https:\/\/ai.meta.com\/blog\/meta-llama-3-1\/\"><span style=\"font-weight: 400\">\ubcf4\uae30<\/span><\/a><\/em><\/p>\n<p><b>\uc8fc\uc694 \ub0b4\uc6a9<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Meta\ub294 \uc624\ud508 \uc18c\uc2a4 AI\ub97c \uc704\ud574 \ucd5c\uc120\uc744 \ub2e4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc624\ud508 \uc18c\uc2a4\uac00 \uac1c\ubc1c\uc790, Meta, \uadf8\ub9ac\uace0 \uc6b0\ub9ac \ubaa8\ub450\uc5d0\uac8c \uc65c \uc88b\uc740\uc9c0\ub97c \uc124\uba85\ud558\ub294 <\/span><a href=\"https:\/\/about.fb.com\/ko\/news\/2024\/07\/open-source-ai-is-the-path-forward\/\"><span style=\"font-weight: 400\">Mark Zuckerberg\uc758 \uc11c\ud55c<\/span><\/a><span style=\"font-weight: 400\">\uc744 \ud655\uc778\ud574 \ubcf4\uc138\uc694.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ubaa8\ub450\uc5d0\uac8c \uc624\ud508 \uc778\ud154\ub9ac\uc804\uc2a4\ub97c \uc81c\uacf5\ud558\ub294 <\/span><a href=\"https:\/\/ai.meta.com\/research\/publications\/the-llama-3-herd-of-models\/\"><span style=\"font-weight: 400\">Meta\uc758 \ucd5c\uc2e0 \ubaa8\ub378<\/span><\/a><span style=\"font-weight: 400\">\uc5d0\ub294 \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774\uac00 12\ub9cc8000\uac1c(128K) \ud1a0\ud070\uc73c\ub85c \ud655\uc7a5\ub418\uace0 8\uac1c \uc5b8\uc5b4 \uc9c0\uc6d0\uc774 \ucd94\uac00\ub418\uc5c8\uc73c\uba70, \ucd5c\ucd08\uc758 \ud504\ub860\ud2f0\uc5b4\uae09 \uc624\ud508 \uc18c\uc2a4 AI \ubaa8\ub378\uc778 Llama 3.1 405B\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Llama 3.1 405B\ub294 \ucd5c\uace0 \uc131\ub2a5\uc758 \ud3d0\uc1c4\ud615 \ubaa8\ub378\uc5d0 \ud544\uc801\ud558\ub294 \ud0c1\uc6d4\ud55c \uc720\uc5f0\uc131\uacfc \ud1b5\uc81c\uad8c \ubc0f \ucd5c\ucca8\ub2e8 \uae30\ub2a5\uc744 \uac16\ucd98 \ub3d9\uae09 \ucd5c\uac15\uc758 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ubaa8\ub378\uc744 \ud1b5\ud574 \ucee4\ubba4\ub2c8\ud2f0\ub294 \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\uacfc \ubaa8\ub378 \uacbd\ub7c9\ud654\uc640 \uac19\uc740 \uc0c8\ub85c\uc6b4 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Meta\ub294 Llama\ub97c \ud558\ub098\uc758 \uc644\uc804\ud55c \uc2dc\uc2a4\ud15c\uc73c\ub85c \uacc4\uc18d\ud574\uc11c \ubc1c\uc804\uc2dc\ud0a4\uae30 \uc704\ud574 \ucc38\uc870 \uc2dc\uc2a4\ud15c \ub4f1 \ub354 \ub9ce\uc740 \uad6c\uc131 \uc694\uc18c\ub97c \uc81c\uacf5\ud574 \ub098\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uc790\uc2e0\ub9cc\uc758 \ub9de\ucda4\ud615 \uc5d0\uc774\uc804\ud2b8\uc640 \uc0c8\ub85c\uc6b4 \uc720\ud615\uc758 \uc5d0\uc774\uc804\ud2b8 \ub3d9\uc791\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ub3c4\uad6c\ub4e4\uc744 \uc81c\uacf5\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \ucc45\uc784\uac10 \uc788\ub294 \uac1c\ubc1c\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 Llama Guard 3\uc640 Prompt Guard \ub4f1 <\/span><a href=\"http:\/\/ai.meta.com\/blog\/meta-llama-3-1-ai-responsibility\"><span style=\"font-weight: 400\">\uc0c8\ub85c\uc6b4 \ubcf4\uc548 \ubc0f \uc548\uc804 \ub3c4\uad6c<\/span><\/a><span style=\"font-weight: 400\">\ub3c4 \uc81c\uacf5\ud558\uba70 \uc2dc\uc2a4\ud15c\uc744 \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc368\ub4dc\ud30c\ud2f0 \ud504\ub85c\uc81d\ud2b8\uac00 Llama \ubaa8\ub378\uc744 \ub354 \uc27d\uac8c \ud65c\uc6a9\ud558\ub3c4\ub85d \ub3d5\ub294 \ud45c\uc900 \uc778\ud130\ud398\uc774\uc2a4 Llama Stack API\uc5d0 \ub300\ud55c <\/span><a href=\"https:\/\/github.com\/meta-llama\/llama-toolchain\/issues\/6\"><span style=\"font-weight: 400\">\uacf5\uac1c\uc801\uc778 \ud53c\ub4dc\ubc31<\/span><\/a><span style=\"font-weight: 400\">\ub3c4 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc0dd\ud0dc\uacc4\ub294 \uc900\ube44\ub3fc \uc788\uc73c\uba70 \ucd9c\uc2dc \uccab \ub0a0\ubd80\ud130 AWS, NVIDIA, Databricks, Groq, Dell, Azure, Google Cloud, Snowflake \ub4f1 25\uac1c \uc774\uc0c1\uc758 \ud30c\ud2b8\ub108\uac00 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ubbf8\uad6d\uc5d0\uc11c\ub294 WhatsApp\uacfc <\/span><a href=\"http:\/\/www.meta.ai\/\"><span style=\"font-weight: 400\">meta.ai<\/span><\/a><span style=\"font-weight: 400\">\uc5d0\uc11c Llama 3.1 405B \ubaa8\ub378\ub85c \uc5b4\ub824\uc6b4 \uc218\ud559 \ubb38\uc81c\ub098 \ucf54\ub529 \ubb38\uc81c\ub97c \ud480\uc5b4\ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">\uc9c0\uae08\uae4c\uc9c0 \uc624\ud508 \uc18c\uc2a4 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uae30\ub2a5\uc774\ub098 \uc131\ub2a5 \uba74\uc5d0\uc11c \ub300\ubd80\ubd84 \ud3d0\uc1c4\ud615 \uc5b8\uc5b4 \ubaa8\ub378\uc5d0 \ube44\ud574 \ub4a4\uccd0\uc838 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\uc81c Meta\ub294 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\uc774 \uc774\ub044\ub294 \uc0c8\ub85c\uc6b4 \uc2dc\ub300\ub97c \uc5f4\uace0\uc790 \ud569\ub2c8\ub2e4. Meta\ub294 \uc138\uacc4 \ucd5c\ub300 \uaddc\ubaa8\uc774\uc790 \uac00\uc7a5 \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc758 \uc624\ud508 \uc18c\uc2a4 \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc778 Llama 3.1 405B\ub97c \uacf5\uac1c \ucd9c\uc2dc\ud569\ub2c8\ub2e4. \ud604\uc7ac\uae4c\uc9c0 Llama\uc758 \ub2e4\uc591\ud55c \ubc84\uc804 \ubaa8\ub378\ub4e4\uc740 \ucd1d\u00a0 3\uc5b5 \uac74 \uc774\uc0c1 \ub2e4\uc6b4\ub85c\ub4dc\ub410\uc73c\uba70, \uc774\ub294 \uc774\uc81c \uc2dc\uc791\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><b>Llama 3.1 \uc18c\uac1c<\/b><\/p>\n<p><span style=\"font-weight: 400\">Llama 3.1 405B\ub294 \uc77c\ubc18 \uc9c0\uc2dd \ucc98\ub9ac, \ud1b5\uc81c \uac00\ub2a5\uc131, \uc218\ud559, \ub3c4\uad6c \uc0ac\uc6a9, \ub2e4\uad6d\uc5b4 \ubc88\uc5ed\uc5d0 \uc788\uc5b4 \ucd5c\uc0c1\uae09 AI \ubaa8\ub378\uc5d0 \ud544\uc801\ud558\ub294 \ub6f0\uc5b4\ub09c \uc5ed\ub7c9\uc744 \uac16\ucd98 \ucd5c\ucd08\uc758 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\uc785\ub2c8\ub2e4. 405B \ubaa8\ub378\uc758 \ucd9c\uc2dc\ub85c Meta\ub294 \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud560 \uc900\ube44\uac00 \ub418\uc5c8\uc73c\uba70, \uc131\uc7a5\uacfc \ud0d0\ud5d8\uc5d0 \uc788\uc5b4 \uc804\ub840 \uc5c6\ub294 \uae30\ud68c\ub97c \ub9de\uc774\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \uc774 \ucd5c\uc2e0\u00a0 \ubc84\uc804\uc774 \uc0c8\ub85c\uc6b4 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uacfc \ubaa8\ub378\ub9c1 \ud328\ub7ec\ub2e4\uc784\uc744 \ucd09\ubc1c\ud560 \uac83\uc774\ub77c \ubbff\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d4 \uc18c\uaddc\ubaa8 \ubaa8\ub378\uc758 \uac1c\uc120\uacfc \ud559\uc2b5\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc774 \uc815\ub3c4 \uaddc\ubaa8\uc758 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\uc5d0\uc11c \uad6c\ud604\ub41c \uc801 \uc5c6\ub358 \ubaa8\ub378 \uacbd\ub7c9\ud654 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\uc774\ubc88 \ucd9c\uc2dc\uc5d0\ub294 8B\uc640 70B \ubaa8\ub378\uc758 \uc5c5\uadf8\ub808\uc774\ub4dc \ubc84\uc804\ub3c4 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774 \ub450 \ubaa8\ub378\uc740 \ub2e4\uad6d\uc5b4\ub97c \uc9c0\uc6d0\ud558\uba70, 12\ub9cc8000\uac1c(128K)\ub85c \ud6e8\uc52c \uae38\uc5b4\uc9c4 \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774, \ucd5c\ucca8\ub2e8 \ub3c4\uad6c \uc0ac\uc6a9\uacfc \uc804\ubc18\uc801\uc73c\ub85c \ud5a5\uc0c1\ub41c \uac15\ub825\ud55c \ucd94\ub860 \ub2a5\ub825\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ucd5c\uc2e0 \ubaa8\ub378\uc740 \uc7a5\ubb38\uc758 \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ub2e4\uad6d\uc5b4 \ub300\ud654 \uc5d0\uc774\uc804\ud2b8, \ucf54\ub529 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\uc640 \uac19\uc740 \uace0\ucc28\uc6d0 \uc0ac\uc6a9 \uc0ac\ub840\ub97c \uac1c\ubc1c\ud558\ub294 \ub370 \uae30\uc5ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c 405B\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uaddc\ubaa8\uc758 Llama \ubaa8\ub378\uc758 \ucd9c\ub825\ubb3c\uc744 \ub2e4\ub978 \ubaa8\ub378\uc744 \uac1c\uc120\ud558\ub294\ub370 \uc4f8 \uc218 \ub77c\uc774\uc120\uc2a4\ub97c \ubcc0\uacbd\ud588\uc2b5\ub2c8\ub2e4. \uc624\ud508 \uc18c\uc2a4\ub97c \ud5a5\ud55c Meta\uc758 \ube44\uc804\uc5d0 \ub530\ub77c, \uc774 \ubaa8\ub378\ub4e4\uc744 <\/span><a href=\"https:\/\/llama.meta.com\/\"><span style=\"font-weight: 400\">llama.meta.com<\/span><\/a><span style=\"font-weight: 400\">\uacfc <\/span><a href=\"https:\/\/huggingface.co\/collections\/meta-llama\/llama-31-669fc079a0c406a149a5738f\"><span style=\"font-weight: 400\">Hugging Face<\/span><\/a><span style=\"font-weight: 400\">\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uace0, \ud30c\ud2b8\ub108 \ud50c\ub7ab\ud3fc\uc758 \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\uacc4\uc5d0\uc11c \uc989\uc2dc \uac1c\ubc1c\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\ubaa8\ub378 \ud3c9\uac00<\/b><\/p>\n<p><span style=\"font-weight: 400\">\uc774\ubc88 \ucd9c\uc2dc\ub97c \uc704\ud574 Meta\ub294 \ub2e4\uc591\ud55c \uc5b8\uc5b4\ub97c \ud3ec\ud568\ud55c 150\uac1c \uc774\uc0c1\uc758 \ubca4\uce58\ub9c8\ud06c \ub370\uc774\ud130 \uc14b\uc5d0\uc11c \uc131\ub2a5\uc744 \ud3c9\uac00\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc2e4\uc81c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c Llama 3.1\uacfc \uacbd\uc7c1 \ubaa8\ub378\ub4e4\uc744 \ube44\uad50\ud558\ub294 \uac15\ud654\ub41c \uc778\uc801 \ud3c9\uac00(human evaluation)\ub3c4 \uc2e4\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc2e4\ud5d8 \uacb0\uacfc, \uc6b0\ub9ac\uc758 \ud50c\ub798\uadf8\uc27d \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c GPT-4, GPT-4o, Claude 3.5 Sonnet \ub4f1 \uc8fc\uc694 \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\ub4e4\uacfc \uacac\uc918 \ubcfc \ub54c \uacbd\uc7c1\ub825 \uc788\ub294 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc6b0\ub9ac\uc758 \uc18c\uaddc\ubaa8 \ubaa8\ub378\ub4e4\ub3c4 \uc720\uc0ac\ud55c \uc218\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac00\uc9c4 \ub2e4\ub978 \ud3d0\uc1c4\ud615 \ubc0f \uac1c\ubc29\ud615 \ubaa8\ub378\uacfc \ube44\uad50\ud574 \uacbd\uc7c1\ub825\uc744 \uac16\ucd94\uace0\u00a0 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"23309\" data-permalink=\"https:\/\/about.fb.com\/ko\/news\/2024\/07\/introducing-llama-3-1-our-most-capable-models-to-date\/dd%ec%9b%90%e3%85%87%e3%84%b9\/\" data-orig-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dd\uc6d0\u3147\u3139.png?fit=1600%2C1108\" data-orig-size=\"1600,1108\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"dd\uc6d0\u3147\u3139\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dd\uc6d0\u3147\u3139.png?fit=300%2C208\" data-large-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dd\uc6d0\u3147\u3139.png?fit=960%2C665\" class=\"aligncenter size-large wp-image-23309\" src=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dd\uc6d0\u3147\u3139.png?w=960&#038;resize=960%2C665\" alt=\"\" width=\"960\" height=\"665\" srcset=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dd\uc6d0\u3147\u3139.png?w=1600 1600w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dd\uc6d0\u3147\u3139.png?w=578 578w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dd\uc6d0\u3147\u3139.png?w=300 300w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dd\uc6d0\u3147\u3139.png?w=768 768w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dd\uc6d0\u3147\u3139.png?w=1024 1024w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dd\uc6d0\u3147\u3139.png?w=1536 1536w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dd\uc6d0\u3147\u3139.png?w=1560 1560w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dd\uc6d0\u3147\u3139.png?w=800 800w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><br \/>\n<img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"23308\" data-permalink=\"https:\/\/about.fb.com\/ko\/news\/2024\/07\/introducing-llama-3-1-our-most-capable-models-to-date\/dsad%ed%88%ac\/\" data-orig-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dsad\ud22c.png?fit=1600%2C1108\" data-orig-size=\"1600,1108\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"dsad\ud22c\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dsad\ud22c.png?fit=300%2C208\" data-large-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dsad\ud22c.png?fit=960%2C665\" class=\"aligncenter size-large wp-image-23308\" src=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dsad\ud22c.png?w=960&#038;resize=960%2C665\" alt=\"\" width=\"960\" height=\"665\" srcset=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dsad\ud22c.png?w=1600 1600w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dsad\ud22c.png?w=578 578w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dsad\ud22c.png?w=300 300w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dsad\ud22c.png?w=768 768w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dsad\ud22c.png?w=1024 1024w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dsad\ud22c.png?w=1536 1536w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dsad\ud22c.png?w=1560 1560w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/dsad\ud22c.png?w=800 800w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><br \/>\n<img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"23307\" data-permalink=\"https:\/\/about.fb.com\/ko\/news\/2024\/07\/introducing-llama-3-1-our-most-capable-models-to-date\/sfad%ec%93%b0%eb%a6%ac\/\" data-orig-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfad\uc4f0\ub9ac.png?fit=1600%2C850\" data-orig-size=\"1600,850\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"sfad\uc4f0\ub9ac\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfad\uc4f0\ub9ac.png?fit=300%2C159\" data-large-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfad\uc4f0\ub9ac.png?fit=960%2C510\" class=\"aligncenter size-large wp-image-23307\" src=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfad\uc4f0\ub9ac.png?w=960&#038;resize=960%2C510\" alt=\"\" width=\"960\" height=\"510\" srcset=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfad\uc4f0\ub9ac.png?w=1600 1600w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfad\uc4f0\ub9ac.png?w=600 600w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfad\uc4f0\ub9ac.png?w=300 300w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfad\uc4f0\ub9ac.png?w=768 768w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfad\uc4f0\ub9ac.png?w=1024 1024w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfad\uc4f0\ub9ac.png?w=1536 1536w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfad\uc4f0\ub9ac.png?w=800 800w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><br \/>\n<b>\ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98<\/b><\/p>\n<p><span style=\"font-weight: 400\">\uc5ed\ub300 \ucd5c\ub300 \uaddc\ubaa8\uc758 \ubaa8\ub378\uc778\u00a0 Llama 3.1 405B\ub97c 15\uc870 \uac1c\uac00 \ub118\ub294 \ud1a0\ud070\uc73c\ub85c \ud6c8\ub828\uc2dc\ud0a4\ub294 \uac83\uc740 \ud070 \ub3c4\uc804\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uaddc\ubaa8\ub85c \ud559\uc2b5\uc744 \uc9c4\ud589\ud558\uace0 \ud569\ub9ac\uc801\uc778 \uc2dc\uac04 \ub0b4\uc5d0 \uacb0\uacfc\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud574, \uc804\uccb4 \ud6c8\ub828 \uc2a4\ud0dd\uc744 \ub300\ud3ed \ucd5c\uc801\ud654\ud558\uace0 \ubaa8\ub378 \ud559\uc2b5\uc744 16,000\uac1c \uc774\uc0c1\uc758 H100 GPU\ub85c \ud655\uc7a5\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 405B\ub294 \uc774 \uaddc\ubaa8\ub85c \ud559\uc2b5\ub41c \ucd5c\ucd08\uc758 Llama \ubaa8\ub378\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"23306\" data-permalink=\"https:\/\/about.fb.com\/ko\/news\/2024\/07\/introducing-llama-3-1-our-most-capable-models-to-date\/sdvs%ed%8f%ac\/\" data-orig-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sdvs\ud3ec.png?fit=1600%2C438\" data-orig-size=\"1600,438\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"sdvs\ud3ec\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sdvs\ud3ec.png?fit=300%2C82\" data-large-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sdvs\ud3ec.png?fit=960%2C263\" class=\"aligncenter size-large wp-image-23306\" src=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sdvs\ud3ec.png?w=960&#038;resize=960%2C263\" alt=\"\" width=\"960\" height=\"263\" srcset=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sdvs\ud3ec.png?w=1600 1600w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sdvs\ud3ec.png?w=600 600w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sdvs\ud3ec.png?w=300 300w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sdvs\ud3ec.png?w=768 768w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sdvs\ud3ec.png?w=1024 1024w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sdvs\ud3ec.png?w=1536 1536w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sdvs\ud3ec.png?w=800 800w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><br \/>\n<span style=\"font-weight: 400\">\uc774\ub97c \uc704\ud574, Meta\ub294 \ubaa8\ub378 \uac1c\ubc1c \uacfc\uc815\uc744 \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \ub2e8\uc21c\ud558\uac8c \uc720\uc9c0\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc124\uacc4\ub97c \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud6c8\ub828 \uc548\uc815\uc131\uc744 \ucd5c\ub300\ud654\ud558\uae30 \uc704\ud574 \ud558\uc774\ube0c\ub9ac\ub4dc \uc804\ubb38\uac00 \ubaa8\ub378 \ub300\uc2e0 \uc18c\ud3ed\uc758 \uc870\uc815\uc774 \uc801\uc6a9\ub41c \ud45c\uc900 \ub514\ucf54\ub354 \uc804\uc6a9 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\ub97c \uc120\ud0dd\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uac01 \ub77c\uc6b4\ub4dc\ub9c8\ub2e4 \uc9c0\ub3c4 \ud559\uc2b5 \ubbf8\uc138 \uc870\uc815(SFT; Supervised Fine-Tuning)\uacfc \uc9c1\uc811 \uc120\ud638 \ucd5c\uc801\ud654(DPO; Direct Preferred Optimization)\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc18\ubcf5\uc801\uc778 \uc0ac\ud6c4 \ud6c8\ub828 \uc808\ucc28\ub97c \ucc44\ud0dd\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac01 \ub77c\uc6b4\ub4dc\uc5d0\uc11c \ucd5c\uace0 \ud488\uc9c8\uc758 \ud569\uc131 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\uace0 \ubaa8\ub4e0 \uae30\ub2a5\uc758 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">\uc774\uc804 \ubc84\uc804\uc758 Llama\uc640 \ube44\uad50\ud588\uc744 \ub54c, \uc0ac\uc804 \ubc0f \uc0ac\ud6c4 \ud6c8\ub828\uc5d0 \uc0ac\uc6a9\ud558\ub294 \ub370\uc774\ud130\uc758 \uc591\uacfc \uc9c8\uc774 \ubaa8\ub450 \uac1c\uc120\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uac1c\uc120 \uc0ac\ud56d\uc5d0\ub294 \uc0ac\uc804 \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ubcf4\ub2e4 \uc2e0\uc911\ud55c \uc804\ucc98\ub9ac \ubc0f \ud050\ub808\uc774\uc158 \ud30c\uc774\ud504\ub77c\uc778 \uac1c\ubc1c, \uc0ac\ud6c4 \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ub354\uc6b1 \uc5c4\uaca9\ud55c \ud488\uc9c8 \ubcf4\uc99d \uac1c\ubc1c \ubc0f \ud544\ud130\ub9c1 \uc811\uadfc \ubc29\uc2dd\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\uc5b8\uc5b4 \ubaa8\ub378\uc758 \uc2a4\ucf00\uc77c\ub9c1 \ubc95\uce59\uc5d0 \ub530\ub77c, \uc6b0\ub9ac\uc758 \uc0c8 \ud50c\ub798\uadf8\uc2ed \ubaa8\ub378\uc740 \uc608\uc0c1\ud588\ub358 \ub300\ub85c \ub3d9\uc77c\ud55c \uc808\ucc28\ub85c \ud6c8\ub828\ub41c \uc18c\uaddc\ubaa8 \ubaa8\ub378\ub4e4\uc744 \ub2a5\uac00\ud569\ub2c8\ub2e4. \ub610\ud55c 405B \ud30c\ub77c\ubbf8\ud130 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud574 \uc18c\uaddc\ubaa8 \ubaa8\ub378\uc758 \uc0ac\ud6c4 \ud559\uc2b5 \ud488\uc9c8\ub3c4 \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">405B \ubaa8\ub378\uc758 \ub300\uaddc\ubaa8 \ucd94\ub860 \ucd9c\ub825\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \ubaa8\ub378\uc744 16\ube44\ud2b8(BF16)\uc5d0\uc11c 8\ube44\ud2b8(FP8) \uc22b\uc790\ub85c \uc591\uc790\ud654\ud558\uc5ec \ud544\uc694\ud55c \uacc4\uc0b0 \uc694\uad6c \uc0ac\ud56d\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ub0ae\ucd94\uace0 \ub2e8\uc77c \uc11c\ubc84 \ub178\ub4dc \ub0b4\uc5d0\uc11c \ubaa8\ub378\uc744 \uc2e4\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><b>\uba85\ub839 \ubc0f \ucc44\ud305 \ubbf8\uc138 \uc870\uc815<\/b><\/p>\n<p><span style=\"font-weight: 400\">Llama 3.1 405B\uc5d0\uc11c\ub294 \ub192\uc740 \uc218\uc900\uc758 \uc548\uc804\uc131\uc744 \ubcf4\uc7a5\ud558\uba74\uc11c\ub3c4 \uc0ac\uc6a9\uc790 \uc9c0\uc2dc\uc5d0 \ub300\ud55c \ubaa8\ub378\uc758 \uc720\uc6a9\uc131, \ud488\uc9c8, \uc790\uc138\ud55c \uc9c0\uce68 \uc900\uc218 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \ub178\ub825\ud588\uc2b5\ub2c8\ub2e4. \uac00\uc7a5 \ud070 \ub3c4\uc804 \uacfc\uc81c\ub294 \ub354 \ub9ce\uc740 \uae30\ub2a5 \uc9c0\uc6d0, 128K \ucee8\ud14d\uc2a4\ud2b8 \ucc3d, \uc99d\uac00\ub41c \ubaa8\ub378 \ud06c\uae30\uc600\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\uc0ac\ud6c4 \ud559\uc2b5 \ub2e8\uacc4\uc5d0\uc11c\ub294 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \ubc14\ud0d5\uc73c\ub85c \uc5ec\ub7ec \ucc28\ub840\uc758 \uc815\ub82c\uc744 \uc218\ud589\ud558\uc5ec \ucd5c\uc885 \ub300\ud654 \ubaa8\ub378\uc744 \uc0dd\uc131\ud588\uc2b5\ub2c8\ub2e4. \uac01 \ub77c\uc6b4\ub4dc\uc5d0\uc11c\ub294 \uc9c0\ub3c4 \ud559\uc2b5 \ubbf8\uc138 \uc870\uc815(SFT), \uac70\ubd80 \uc0d8\ud50c\ub9c1(RS), \uc9c1\uc811 \uc120\ud638 \ucd5c\uc801\ud654(DPO)\ub97c \uc2e4\ud589\ud569\ub2c8\ub2e4. \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\uc744 \uc0ac\uc6a9\ud574 \ub300\ub2e4\uc218\uc758 SFT \uc608\uc81c\ub97c \uc0dd\uc131\ud558\uace0, \uc774\ub97c \uc5ec\ub7ec \ubc88 \ubc18\ubcf5\ud574 \ubaa8\ub4e0 \uae30\ub2a5\uc5d0 \uac78\uccd0 \uc810\uc810 \ub354 \ub192\uc740 \ud488\uc9c8\uc758 \ud569\uc131 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc774\ub7ec\ud55c \ud569\uc131 \ub370\uc774\ud130\ub97c \ucd5c\uace0 \ud488\uc9c8\ub85c \ud544\ud130\ub9c1\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \uae30\uc220\uc5d0\ub3c4 \ud22c\uc790\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc5ec\ub7ec \uae30\ub2a5\uc5d0 \uac78\uccd0 \ubbf8\uc138 \uc870\uc815 \ub370\uc774\ud130\uc758 \uc591\uc744 \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\ubaa8\ub4e0 \uae30\ub2a5\uc5d0 \uac78\uccd0 \ub192\uc740 \ud488\uc9c8\uc758 \ubaa8\ub378\uc744 \uc0dd\uc131\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130\uc758 \uade0\ud615\uc744 \uc2e0\uc911\ud558\uac8c \uc870\uc815\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, 128K \ucee8\ud14d\uc2a4\ud2b8\ub85c \ud655\uc7a5\ud560 \ub54c\ub3c4 \uc9e7\uc740 \ucee8\ud14d\uc2a4\ud2b8 \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c \ubaa8\ub378\uc758 \ud488\uc9c8\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c, \uc548\uc804 \uc644\ud654 \uae30\ub2a5\uc744 \ucd94\uac00\ud558\uba74\uc11c\ub3c4 Llama \ubaa8\ub378\uc740 \uc5ec\uc804\ud788 \ucd5c\ub300\ud55c \uc720\uc6a9\ud55c \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><b>Llama \uc2dc\uc2a4\ud15c<\/b><\/p>\n<p><span style=\"font-weight: 400\">Llama \ubaa8\ub378\uc740 \ud56d\uc0c1 \uc678\ubd80 \ub3c4\uad6c \ud638\ucd9c\uc744 \ud3ec\ud568\ud55c \uc5ec\ub7ec \uad6c\uc131 \uc694\uc18c\ub97c \uc870\uc815\ud560 \uc218 \uc788\ub294 \uc804\uccb4 AI \uc2dc\uc2a4\ud15c\uc758 \uc77c\ubd80\ub85c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. Meta\uc758 \ube44\uc804\uc740 \uac1c\ubc1c\uc790\uac00 \uae30\ubcf8 \ubaa8\ub378\uc744 \ub118\uc5b4 \uc790\uc2e0\uc758 \ube44\uc804\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158\uc744 \uc124\uacc4\ud558\uace0 \uc81c\uc791\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud558\ub294 \ub354 \ub113\uc740 \uc2dc\uc2a4\ud15c\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0dd\uac01\uc740 \uc9c0\ub09c\ud574 \ucc98\uc74c\uc73c\ub85c <\/span><a href=\"https:\/\/ai.meta.com\/blog\/purple-llama-open-trust-safety-generative-ai\/\"><span style=\"font-weight: 400\">\ud575\uc2ec LLM \uc678\ubd80 \ucef4\ud3ec\ub10c\ud2b8\ub97c \ud1b5\ud569\ud558\uba74\uc11c \uc2dc\uc791\ub418\uc5c8\uc2b5\ub2c8\ub2e4<\/span><\/a><span style=\"font-weight: 400\">.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\ubaa8\ub378 \ub808\uc774\uc5b4\ub97c \ub118\uc5b4 Meta\ub97c \ud3ec\ud568\ud55c \ubaa8\ub4e0 \uc774\ub4e4\uc774 \ucc45\uc784\uac10 \uc788\uac8c AI\ub97c \uac1c\ubc1c\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uae30 \uc704\ud574, \uc5ec\ub7ec \uc0d8\ud50c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ubb3c\ub860 \ub2e4\uad6d\uc5b4 \ubcf4\uc548 \ubaa8\ub378\uc778 <\/span><a href=\"https:\/\/llama.meta.com\/trust-and-safety\/#safeguard-model%20?\"><span style=\"font-weight: 400\">Llama Guard 3<\/span><\/a><span style=\"font-weight: 400\">\uc640 \ud504\ub86c\ud504\ud2b8 \uc8fc\uc785 \ud544\ud130\uc778 Prompt Guard\uc640 \uac19\uc740 \uc0c8\ub85c\uc6b4 \uad6c\uc131 \uc694\uc18c\ub97c \ud3ec\ud568\ud558\ub294 \uc804\uccb4 <\/span><a href=\"https:\/\/github.com\/meta-llama\/llama-agentic-system\"><span style=\"font-weight: 400\">\ucc38\uc870 \uc2dc\uc2a4\ud15c<\/span><\/a><span style=\"font-weight: 400\">\uc744 \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0d8\ud50c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc624\ud508 \uc18c\uc2a4\ub85c \uc81c\uacf5\ub418\uba70, \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Llama System \ube44\uc804\uc758 \uad6c\uc131 \uc694\uc18c \uad6c\ud604\uc740 \uc544\uc9c1 \ubd84\uc0b0\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc131 \uc694\uc18c\uc758 \uc778\ud130\ud398\uc774\uc2a4\ub97c \ub354 \uc798 \uc815\uc758\ud558\uae30 \uc704\ud574 \uc5c5\uacc4, \uc2a4\ud0c0\ud2b8\uc5c5 \ubc0f \uc624\ud508 \uc18c\uc2a4 \ucee4\ubba4\ub2c8\ud2f0\uc640 \ud611\ub825\ud558\uae30 \uc2dc\uc791\ud588\uace0, &#8220;Llama Stack&#8221;\uc5d0 \ub300\ud55c <\/span><a href=\"https:\/\/github.com\/meta-llama\/llama-toolchain\/issues\/6\"><span style=\"font-weight: 400\">\ud53c\ub4dc\ubc31 \uc694\uccad\uae00<\/span><\/a><span style=\"font-weight: 400\">\uc744 GitHub\uc5d0 \uac8c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. Llama Stack\uc740 \ud45c\uc900 \ub3c4\uad6c \uccb4\uc778 \uad6c\uc131 \uc694\uc18c(\ubbf8\uc138 \uc870\uc815, \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131) \ubc0f \uc5d0\uc774\uc804\ud2b8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c \ud45c\uc900\ud654\ub41c \uc778\ud130\ud398\uc774\uc2a4 \uc138\ud2b8\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc778\ud130\ud398\uc774\uc2a4\uac00 \uc0dd\ud0dc\uacc4 \uc804\ubc18 \uac78\uccd0 \ucc44\ud0dd\ub418\uc5b4 \ub354 \uc26c\uc6b4 \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\uc6b0\ub9ac\ub294 \ud574\ub2f9 <\/span><a href=\"https:\/\/github.com\/meta-llama\/llama-toolchain\/issues\/6\"><span style=\"font-weight: 400\">\uc81c\uc548<\/span><\/a><a href=\"https:\/\/github.com\/meta-llama\/llama-toolchain\/issues\"><span style=\"font-weight: 400\">\uc5d0 \ub300\ud55c \ud53c\ub4dc\ubc31\uacfc \uac1c\uc120 \ubc29\uc548\uc744 \ud658\uc601\ud569\ub2c8\ub2e4.<\/span><\/a><span style=\"font-weight: 400\"> Llama\ub97c \uc911\uc2ec\uc73c\ub85c \uc0dd\ud0dc\uacc4\ub97c \uc131\uc7a5\uc2dc\ud0a4\uace0 \uac1c\ubc1c\uc790\uc640 \ud50c\ub7ab\ud3fc \uc81c\uacf5\uc790\uc758 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucd9c \uc218 \uc788\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4.<br \/>\n<\/span><\/p>\n<div style=\"width: 720px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-23303-1\" width=\"720\" height=\"960\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/\ub274\uc2a4\ub8f8-\uc601\uc0c1.mp4?_=1\" \/><a href=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/\ub274\uc2a4\ub8f8-\uc601\uc0c1.mp4\">https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/\ub274\uc2a4\ub8f8-\uc601\uc0c1.mp4<\/a><\/video><\/div>\n<p><span style=\"font-weight: 400\"><br \/>\n<\/span><b>\uac1c\ubc29\uc131\uc774 \uc774\ub044\ub294 \ud601\uc2e0<\/b><\/p>\n<p><span style=\"font-weight: 400\">\ud3d0\uc1c4\ud615 \ubaa8\ub378\uacfc \ub2ec\ub9ac, Llama \ubaa8\ub378 \uac00\uc911\uce58\ub294 <\/span><a href=\"https:\/\/llama.meta.com\/\"><span style=\"font-weight: 400\">\ub2e4\uc6b4\ub85c\ub4dc \uac00\ub2a5\ud569\ub2c8\ub2e4<\/span><\/a><span style=\"font-weight: 400\">. \uac1c\ubc1c\uc790\ub294 \uc790\uc2e0\uc758 \ub2c8\uc988\uc640 \uc751\uc6a9 \ubaa9\uc801\uc5d0 \ub530\ub77c \ubaa8\ub378\uc744 \uc644\uc804\ud788 \ub9de\ucda4\ud654\ud558\uace0, \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc14b\uc73c\ub85c \ud559\uc2b5\ud558\uac70\ub098 \ucd94\uac00 \ubbf8\uc138 \uc870\uc815\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub354 \ub113\uc740 \uac1c\ubc1c\uc790 \ucee4\ubba4\ub2c8\ud2f0 \ubc0f \uc804 \uc138\uacc4\uac00 \uc0dd\uc131\ud615 AI\uc758 \ud798\uc744 \ub354\uc6b1 \uc644\uc804\ud558\uac8c \uc2e4\ud604\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc790\uc2e0\uc758 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ub9de\ucdb0 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\ud560 \uc218 \uc788\uc73c\uba70, \uc628\ud504\ub808\ubbf8\uc2a4, \ud074\ub77c\uc6b0\ub4dc, \ub85c\uceec \ub7a9\ud0d1 \ub4f1 \ubaa8\ub4e0 \ud658\uacbd\uc5d0\uc11c \uc2e4\ud589\ud560 \uc218 \uc788\uc73c\uba70, \uc774 \ubaa8\ub4e0 \uacfc\uc815\uc5d0\uc11c Meta\uc640 \ub370\uc774\ud130\ub97c \uacf5\uc720\ud560 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\ub9ce\uc740 \uc774\ub4e4\uc774 \ud3d0\uc1c4\ud615 \ubaa8\ub378\uc774 \ub354 \ube44\uc6a9 \ud6a8\uc728\uc801\uc774\ub77c\uace0 \uc8fc\uc7a5\ud558\uc9c0\ub9cc, <\/span><a href=\"https:\/\/artificialanalysis.ai\/\"><span style=\"font-weight: 400\">Artificial Analysis<\/span><\/a><span style=\"font-weight: 400\">\uc758 \ud14c\uc2a4\ud2b8\uc5d0 \ub530\ub974\uba74 Llama \ubaa8\ub378\uc740 \uc5c5\uacc4\uc5d0\uc11c \uac00\uc7a5 \ub0ae\uc740 \ud1a0\ud070\ub2f9 \ube44\uc6a9\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c \ub9c8\ud06c \uc800\ucee4\ubc84\uadf8\uac00 <\/span><a href=\"https:\/\/about.fb.com\/news\/2024\/07\/open-source-ai-is-the-path-forward\/\"><span style=\"font-weight: 400\">\uc5b8\uae09<\/span><\/a><span style=\"font-weight: 400\">\ud588\ub4ef, \uc624\ud508\uc18c\uc2a4\ub294 \uc804 \uc138\uacc4\uc758 \ub354 \ub9ce\uc740 \uc0ac\ub78c\ub4e4\uc774 AI\uc758 \ud61c\ud0dd\uacfc \uae30\ud68c\uc5d0 \ub204\ub9b4 \uc218 \uc788\ub3c4\ub85d \ud558\uba70, \uad8c\ub825\uc774 \uc18c\uc218\uc5d0\uac8c \uc9d1\uc911\ub418\uc9c0 \uc54a\uac8c \ud558\uace0, \uae30\uc220\uc774 \uc0ac\ud68c \uc804\ubc18\uc5d0 \uac78\uccd0 \ubcf4\ub2e4 \uace0\ub974\uace0 \uc548\uc804\ud558\uac8c \ubc30\ud3ec\ub420 \uc218 \uc788\ub3c4\ub85d \ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\uac83\uc774 \ubc14\ub85c Meta\uac00 \uc624\ud508 \uc561\uc138\uc2a4 AI\uac00 \uc5c5\uacc4 \ud45c\uc900\uc774 \ub420 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc18d \ub178\ub825\ud558\ub294 \uc774\uc720\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p>Meta\ub294 \uc774\uc804\uc758 Llama \ubaa8\ub378\uc744 \ud65c\uc6a9\ud574 <a href=\"https:\/\/llama.meta.com\/community-stories\/\">\ucee4\ubba4\ub2c8\ud2f0<\/a>\uac00 \ub180\ub77c\uc6b4 \uac83 \ub4e4\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc744 \ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 Llama\ub97c \uae30\ubc18\uc73c\ub85c WhatsApp\uacfc Messenger \ub0b4\uc5d0 \uc801\uc6a9\ub41c\u00a0 <a href=\"https:\/\/ai.meta.com\/blog\/foondamate-study-aid-education-llama\/\">AI \ud559\uc2b5 \ub3c4\uc6b0\ubbf8<\/a>, \uc784\uc0c1 \uc758\uc0ac \uacb0\uc815\uc744 \ub3d5\uae30 \uc704\ud574 <a href=\"https:\/\/ai.meta.com\/blog\/llama-2-3-meditron-yale-medicine-epfl-open-source-llm\/\">\uc758\ub8cc \ubd84\uc57c\uc5d0 \ub9de\ucda4 \uc124\uacc4\ub41c LLM<\/a>, \uadf8\ub9ac\uace0 \uc758\ub8cc \uc2dc\uc2a4\ud15c\uc774 \ud658\uc790\uc758 \uc785\uc6d0 \uc815\ubcf4\ub97c \uc548\uc804\ud558\uac8c \uad00\ub9ac\ud558\uace0 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ube0c\ub77c\uc9c8\uc758 <a href=\"https:\/\/github.com\/noharm-ai\/summary\">\ube44\uc601\ub9ac \ud5ec\uc2a4\ucf00\uc5b4 \uc2a4\ud0c0\ud2b8\uc5c5<\/a>\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub4e4\uc774 \uc624\ud508\uc18c\uc2a4\uc758 \ud798\uc744 \ube4c\ub824 \ucd5c\uc2e0 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \uc5b4\ub5a0\ud55c \uacb0\uacfc\ubb3c\uc744 \ub9cc\ub4e4\uc5b4\ub0bc\uc9c0 \uae30\ub300\uac00 \ub429\ub2c8\ub2e4.<\/p>\n<p><b>Llama 3.1 405B\uc640 \ud568\uaed8 \uad6c\ucd95\ud558\uae30<\/b><\/p>\n<p><span style=\"font-weight: 400\">\uc77c\ubc18 \uac1c\ubc1c\uc790\uac00 405B \uaddc\ubaa8\uc758 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc740 \ub3c4\uc804\uc801\uc778 \uc77c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uac15\ub825\ud55c \ubaa8\ub378\uc774\uc9c0\ub9cc, \uc774\ub97c \ud65c\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc0c1\ub2f9\ud55c \ucef4\ud4e8\ud305 \uc790\uc6d0\uacfc \uc804\ubb38 \uc9c0\uc2dd\uc774 \ud544\uc694\ud558\ub2e4\ub294 \uac83\uc744 \uc778\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucee4\ubba4\ub2c8\ud2f0\uc640\uc758 \ub300\ud654\ub97c \ud1b5\ud574 \uc6b0\ub9ac\ub294 \uc0dd\uc131\ud615 AI \uac1c\ubc1c\uc5d0\ub294 \ub2e8\uc21c\ud788 \ubaa8\ub378\uc5d0 \uba85\ub839\uc744 \ubcf4\ub0b4\ub294 \uac83(prompting) \uc774\uc0c1\uc758 \ub9ce\uc740 \uc694\uc18c\uac00 \uc788\ub2e4\ub294 \uc0ac\uc2e4\uc744 \uc54c\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. Meta\ub294 \ubaa8\ub4e0 \uc0ac\ub78c\uc774 405B\ub97c \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub77c\uba70, \uc774\ub97c \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc2e4\uc2dc\uac04 \ubc0f \uc77c\uad04 \ucd94\ub860<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc9c0\ub3c4 \ud559\uc2b5 \ubbf8\uc138 \uc870\uc815<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud2b9\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub300\ud55c \ubaa8\ub378 \ud3c9\uac00<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc9c0\uc18d\uc801\uc778 \uc0ac\uc804 \ud559\uc2b5<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG)<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud568\uc218 \ud638\ucd9c<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Llama \uc0dd\ud0dc\uacc4\ub294 \ubc14\ub85c \uc774 \ubd80\ubd84\uc5d0\uc11c \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uccab\ub0a0\ubd80\ud130 405B \ubaa8\ub378\uc758 \ubaa8\ub4e0 \uace0\uae09 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \uc989\uc2dc \uac1c\ubc1c\uc744 \uc2dc\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uac1c\ubc1c\uc790\ub294 \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\ucc98\ub7fc \uace0\uae09 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uacbd\ud5d8\ud558\uace0, \ubaa8\ub378 \uacbd\ub7c9\ud654\ub97c \uc704\ud55c \ud134\ud0a4 \uc9c0\uce68\uc744 \ub530\ub974\uba70, AWS, NVIDIA \ubc0f Databricks\ub97c \ube44\ub86f\ud55c \ud30c\ud2b8\ub108\uc758 \uc194\ub8e8\uc158\uc744 \ud1b5\ud574 \uc6d0\ud65c\ud55c RAG\ub97c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub354\ubd88\uc5b4, Groq\uc740 \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub97c \uc704\ud574 \uc800\uc9c0\uc5f0 \ucd94\ub860\uc744 \ucd5c\uc801\ud654\ud588\uc73c\uba70, Dell\uc740 \uc628\ud504\ub808\ubbf8\uc2a4 \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub3c4 \uc774\uc640 \uc720\uc0ac\ud55c \ucd5c\uc801\ud654\ub97c \uc774\ub904\ub0c8\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"23305\" data-permalink=\"https:\/\/about.fb.com\/ko\/news\/2024\/07\/introducing-llama-3-1-our-most-capable-models-to-date\/sfv%ed%8c%8c%ec%9d%b4%eb%b8%8c\/\" data-orig-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfv\ud30c\uc774\ube0c.png?fit=1600%2C884\" data-orig-size=\"1600,884\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"sfv\ud30c\uc774\ube0c\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfv\ud30c\uc774\ube0c.png?fit=300%2C166\" data-large-file=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfv\ud30c\uc774\ube0c.png?fit=960%2C531\" class=\"aligncenter size-large wp-image-23305\" src=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfv\ud30c\uc774\ube0c.png?w=960&#038;resize=960%2C530\" alt=\"\" width=\"960\" height=\"530\" srcset=\"https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfv\ud30c\uc774\ube0c.png?w=1600 1600w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfv\ud30c\uc774\ube0c.png?w=600 600w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfv\ud30c\uc774\ube0c.png?w=300 300w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfv\ud30c\uc774\ube0c.png?w=768 768w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfv\ud30c\uc774\ube0c.png?w=1024 1024w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfv\ud30c\uc774\ube0c.png?w=1536 1536w, https:\/\/about.fb.com\/ko\/wp-content\/uploads\/sites\/16\/2024\/07\/sfv\ud30c\uc774\ube0c.png?w=800 800w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><br \/>\n<span style=\"font-weight: 400\">Meta\ub294 vLLM, TensorRT, PyTorch\uc640 \uac19\uc740 \uc8fc\uc694 \ucee4\ubba4\ub2c8\ud2f0 \ud504\ub85c\uc81d\ud2b8\uc640 \ud611\ub825\ud574 \ucee4\ubba4\ub2c8\ud2f0\uac00 \uacb0\uacfc\ubb3c \ubc30\ud3ec\ub97c \uc900\ube44\ud560 \uc218 \uc788\ub3c4\ub85d \uccab \ub0a0\ubd80\ud130 \uc9c0\uc6d0\ud574\uc654\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\uc774\ubc88 405B \ubaa8\ub378\uc744 \ucd9c\uc2dc\ud568\uc73c\ub85c\uc368 \ucee4\ubba4\ub2c8\ud2f0 \uc804\ubc18\uc5d0 \uac78\uccd0 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud558\uace0, \uc774\ub7ec\ud55c \uaddc\ubaa8\uc758 \ubaa8\ub378\uc5d0 \ub300\ud55c \ucd94\ub860 \ubc0f \ubbf8\uc138\uc870\uc815\uc744 \ub354 \uc27d\uac8c \ub9cc\ub4e4\uba70, \ubaa8\ub378 \uacbd\ub7c9\ud654\uc5d0 \ub300\ud55c \ub2e4\uc74c \uc5f0\uad6c\ub97c \uac00\ub2a5\ud558\uac8c \ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4.<\/span><\/p>\n<p><a href=\"https:\/\/llama.meta.com\/\"><b>Llama 3.1 \ubaa8\ub378 \uceec\ub809\uc158<\/b><\/a><b>\uc744 \uc0ac\uc6a9\ud574 \ubcf4\uc138\uc694.<\/b><\/p>\n<p><span style=\"font-weight: 400\">Meta\ub294 \ucee4\ubba4\ub2c8\ud2f0\uac00 \ucd5c\uc2e0 \ubaa8\ub378\ub85c \uc5b4\ub5a0\ud55c \uacb0\uacfc\ubb3c\uc744 \ub9cc\ub4e4\uc5b4 \ub0bc\uc9c0\uc5d0 \ub300\ud574 \uae30\ub300\uac00 \ub9e4\uc6b0 \ud07d\ub2c8\ub2e4. \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0\uacfc \uc99d\uac00\ub41c \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774\ub97c \ud65c\uc6a9\ud558\uc5ec \uc720\uc6a9\ud558\uace0 \uc0c8\ub85c\uc6b4 \uacbd\ud5d8\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \uc7a0\uc7ac\ub825\uc740 \ubb34\uad81\ubb34\uc9c4\ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 Llama Stack\uacfc \uc0c8\ub85c\uc6b4 \uc548\uc804 \ub3c4\uad6c\ub97c \ud1b5\ud574, \uc624\ud508 \uc18c\uc2a4 \ucee4\ubba4\ub2c8\ud2f0\uc640 \ud568\uaed8 \ucc45\uc784\uac10 \uc788\uac8c \uacc4\uc18d\ud574\uc11c \ubc1c\uc804\ud574 \ub098\uac08 \uc218 \uc788\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4. \ubaa8\ub378 \ucd9c\uc2dc \uc804, \uc6b0\ub9ac\ub294 \ub808\ub4dc\ud300\uacfc \uc548\uc804 \ubbf8\uc138 \uc870\uc815\uc744 \ud1b5\ud55c \ubc30\ud3ec \uc804 \uc704\ud5d8 \ubc1c\uacac \uc5f0\uc2b5 \ub4f1 \uc5ec\ub7ec \uc870\uce58\ub97c \ud1b5\ud574 \uc7a0\uc7ac\uc801\uc778 \uc704\ud5d8\uc744 \uc2dd\ubcc4, \ud3c9\uac00 \ubc0f \uc644\ud654\ud558\uae30 \uc704\ud574 \ub178\ub825\ud558\uace0 \uc788\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc678\ubd80 \ubc0f \ub0b4\ubd80 \uc804\ubb38\uac00\uc640 \ud568\uaed8 \uad11\ubc94\uc704\ud55c \ub808\ub4dc \ud300 \uc791\uc5c5\uc744 \uc218\ud589\ud558\uc5ec \ubaa8\ub378\uc5d0 \ub300\ud55c \uc2a4\ud2b8\ub808\uc2a4 \ud14c\uc2a4\ud2b8\ub97c \uc9c4\ud589\ud558\uace0, \uc608\uc0c1\uce58 \ubabb\ud55c \uc0ac\uc6a9 \ubc29\uc2dd\uc744 \ucc3e\uc544\ub0b4\uace0 \uc788\ub2c8\ub2e4. (<\/span><a href=\"https:\/\/ai.meta.com\/blog\/meta-llama-3-1-ai-responsibility\/\"><span style=\"font-weight: 400\">\ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c<\/span><\/a><span style=\"font-weight: 400\">\uc744 \ud1b5\ud574 Llama 3.1 \ubaa8\ub378 \uceec\ub809\uc158\uc744 \ucc45\uc784\uac10 \uc788\uac8c \ud655\uc7a5\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc138\uc694.)<\/span><\/p>\n<p><span style=\"font-weight: 400\">\uc774\ub294 \uc5ed\ub300 \ucd5c\ub300 \uaddc\ubaa8\uc758 \ubaa8\ub378\uc774\uc9c0\ub9cc, \uc544\uc9c1 \uac1c\ucc99\ud574\uc57c \ud560 \uc601\uc5ed\uc774 \ub9ce\uc774 \ub0a8\uc544 \uc788\ub2e4\uace0 \uc0dd\uac01\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub2e4\uc591\ud55c \uae30\uae30\uc5d0\uc11c \uc801\uc6a9 \uac00\ub2a5\ud55c \ud06c\uae30, \ucd94\uac00\uc801\uc778 \ubaa8\ub2ec\ub9ac\ud2f0, \uc5d0\uc774\uc804\ud2b8 \ud50c\ub7ab\ud3fc \uacc4\uce35\uc5d0 \ub300\ud55c \ub354 \ub9ce\uc740 \ud22c\uc790 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc5b8\uc81c\ub098 \uadf8\ub7ac\ub4ef, \ucee4\ubba4\ub2c8\ud2f0\uac00 \uc774 \ubaa8\ub378\ub4e4\uc744 \ud65c\uc6a9\ud574 \uad6c\ucd95\ud560 \ub180\ub77c\uc6b4 \uc81c\ud488\uacfc \uacbd\ud5d8\uc744 \uae30\ub300\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><i><span style=\"font-weight: 400\">\uc774 \uc791\uc5c5\uc740 AI \ucee4\ubba4\ub2c8\ud2f0 \uc804\ubc18\uc758 \ud30c\ud2b8\ub108\ub4e4\uc758 \uc9c0\uc6d0\uc744 \ubc1b\uc558\uc2b5\ub2c8\ub2e4. \ud30c\ud2b8\ub108\ub4e4\uc5d0\uac8c \uac10\uc0ac\uc758 \ub9d0\uc500\uc744 \ub4dc\ub9bd\ub2c8\ub2e4. (\uc54c\ud30c\ubcb3 \uc21c\uc11c\ub85c \ub098\uc5f4): Accenture, Amazon Web Services, AMD, Anyscale, CloudFlare, Databricks, Dell, Deloitte, Fireworks.ai, Google Cloud, Groq, Hugging Face, IBM WatsonX, Infosys, Intel, Kaggle, Microsoft Azure, NVIDIA, OctoAI, Oracle Cloud, PwC, Replicate, Sarvam AI, Scale.AI, SNCF, Snowflake, Together AI \ubc0f UC Berkeley Sky Computing Lab\uc5d0\uc11c \uac1c\ubc1c\ud55c vLLM \ud504\ub85c\uc81d\ud2b8<\/span><\/i><\/p>\n<p><em><span style=\"font-weight: 400\">*\uc601\uc5b4 \uc6d0\ubb38 <\/span><a href=\"https:\/\/ai.meta.com\/blog\/meta-llama-3-1\/\"><span style=\"font-weight: 400\">\ubcf4\uae30<\/span><\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"*\uc601\uc5b4 \uc6d0\ubb38 \ubcf4\uae30 \uc8fc\uc694 \ub0b4\uc6a9 Meta\ub294 \uc624\ud508 \uc18c\uc2a4 AI\ub97c \uc704\ud574 \ucd5c\uc120\uc744 \ub2e4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc624\ud508 \uc18c\uc2a4\uac00 \uac1c\ubc1c\uc790, Meta, \uadf8\ub9ac\uace0 \uc6b0\ub9ac \ubaa8\ub450\uc5d0\uac8c \uc65c \uc88b\uc740\uc9c0\ub97c \uc124\uba85\ud558\ub294 Mark Zuckerberg\uc758 \uc11c\ud55c\uc744 \ud655\uc778\ud574 \ubcf4\uc138\uc694. \ubaa8\ub450\uc5d0\uac8c \uc624\ud508 \uc778\ud154\ub9ac\uc804\uc2a4\ub97c \uc81c\uacf5\ud558\ub294 Meta\uc758 \ucd5c\uc2e0 \ubaa8\ub378\uc5d0\ub294 \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774\uac00 12\ub9cc8000\uac1c(128K) \ud1a0\ud070\uc73c\ub85c \ud655\uc7a5\ub418\uace0 8\uac1c \uc5b8\uc5b4 \uc9c0\uc6d0\uc774 \ucd94\uac00\ub418\uc5c8\uc73c\uba70, \ucd5c\ucd08\uc758 \ud504\ub860\ud2f0\uc5b4\uae09 \uc624\ud508 \uc18c\uc2a4 AI \ubaa8\ub378\uc778 Llama 3.1 405B\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. Llama 3.1 405B\ub294 \ucd5c\uace0 \uc131\ub2a5\uc758 \ud3d0\uc1c4\ud615 \ubaa8\ub378\uc5d0 \ud544\uc801\ud558\ub294 \ud0c1\uc6d4\ud55c \uc720\uc5f0\uc131\uacfc \ud1b5\uc81c\uad8c \ubc0f \ucd5c\ucca8\ub2e8 \uae30\ub2a5\uc744 \uac16\ucd98 \ub3d9\uae09 \ucd5c\uac15\uc758 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ubaa8\ub378\uc744 \ud1b5\ud574 \ucee4\ubba4\ub2c8\ud2f0\ub294 \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\uacfc \ubaa8\ub378 \uacbd\ub7c9\ud654\uc640 \uac19\uc740 \uc0c8\ub85c\uc6b4 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Meta\ub294 Llama\ub97c \ud558\ub098\uc758 \uc644\uc804\ud55c \uc2dc\uc2a4\ud15c\uc73c\ub85c \uacc4\uc18d\ud574\uc11c \ubc1c\uc804\uc2dc\ud0a4\uae30 \uc704\ud574 \ucc38\uc870 \uc2dc\uc2a4\ud15c \ub4f1 \ub354 \ub9ce\uc740 \uad6c\uc131 \uc694\uc18c\ub97c \uc81c\uacf5\ud574 \ub098\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uc790\uc2e0\ub9cc\uc758 \ub9de\ucda4\ud615 \uc5d0\uc774\uc804\ud2b8\uc640 \uc0c8\ub85c\uc6b4 \uc720\ud615\uc758 \uc5d0\uc774\uc804\ud2b8 \ub3d9\uc791\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ub3c4\uad6c\ub4e4\uc744 \uc81c\uacf5\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \ucc45\uc784\uac10 \uc788\ub294 \uac1c\ubc1c\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 Llama Guard 3\uc640 Prompt Guard \ub4f1 \uc0c8\ub85c\uc6b4 \ubcf4\uc548 \ubc0f \uc548\uc804 \ub3c4\uad6c\ub3c4 \uc81c\uacf5\ud558\uba70 \uc2dc\uc2a4\ud15c\uc744 \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc368\ub4dc\ud30c\ud2f0 \ud504\ub85c\uc81d\ud2b8\uac00 Llama \ubaa8\ub378\uc744 \ub354 \uc27d\uac8c \ud65c\uc6a9\ud558\ub3c4\ub85d \ub3d5\ub294 \ud45c\uc900 \uc778\ud130\ud398\uc774\uc2a4 Llama Stack API\uc5d0 \ub300\ud55c \uacf5\uac1c\uc801\uc778 \ud53c\ub4dc\ubc31\ub3c4 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ud0dc\uacc4\ub294 \uc900\ube44\ub3fc \uc788\uc73c\uba70 \ucd9c\uc2dc \uccab \ub0a0\ubd80\ud130 AWS, NVIDIA, Databricks, Groq, Dell, Azure, Google Cloud, Snowflake \ub4f1 25\uac1c \uc774\uc0c1\uc758 \ud30c\ud2b8\ub108\uac00 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubbf8\uad6d\uc5d0\uc11c\ub294 WhatsApp\uacfc meta.ai\uc5d0\uc11c Llama 3.1 405B \ubaa8\ub378\ub85c \uc5b4\ub824\uc6b4 \uc218\ud559 \ubb38\uc81c\ub098 \ucf54\ub529 \ubb38\uc81c\ub97c \ud480\uc5b4\ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0 \uc9c0\uae08\uae4c\uc9c0 \uc624\ud508 \uc18c\uc2a4 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uae30\ub2a5\uc774\ub098 \uc131\ub2a5 \uba74\uc5d0\uc11c \ub300\ubd80\ubd84 \ud3d0\uc1c4\ud615 \uc5b8\uc5b4 \ubaa8\ub378\uc5d0 \ube44\ud574 \ub4a4\uccd0\uc838 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\uc81c Meta\ub294 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\uc774 \uc774\ub044\ub294 \uc0c8\ub85c\uc6b4 \uc2dc\ub300\ub97c \uc5f4\uace0\uc790 \ud569\ub2c8\ub2e4. Meta\ub294 \uc138\uacc4 \ucd5c\ub300 \uaddc\ubaa8\uc774\uc790 \uac00\uc7a5 \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc758 \uc624\ud508 \uc18c\uc2a4 \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc778 Llama 3.1 405B\ub97c \uacf5\uac1c \ucd9c\uc2dc\ud569\ub2c8\ub2e4. \ud604\uc7ac\uae4c\uc9c0 Llama\uc758 \ub2e4\uc591\ud55c \ubc84\uc804 \ubaa8\ub378\ub4e4\uc740 \ucd1d\u00a0 3\uc5b5 \uac74 \uc774\uc0c1 \ub2e4\uc6b4\ub85c\ub4dc\ub410\uc73c\uba70, \uc774\ub294 \uc774\uc81c \uc2dc\uc791\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. Llama 3.1 \uc18c\uac1c Llama 3.1 405B\ub294 \uc77c\ubc18 \uc9c0\uc2dd \ucc98\ub9ac, \ud1b5\uc81c \uac00\ub2a5\uc131, \uc218\ud559, \ub3c4\uad6c \uc0ac\uc6a9, \ub2e4\uad6d\uc5b4 \ubc88\uc5ed\uc5d0 \uc788\uc5b4 \ucd5c\uc0c1\uae09 AI \ubaa8\ub378\uc5d0 \ud544\uc801\ud558\ub294 \ub6f0\uc5b4\ub09c \uc5ed\ub7c9\uc744 \uac16\ucd98 \ucd5c\ucd08\uc758 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\uc785\ub2c8\ub2e4. 405B \ubaa8\ub378\uc758 \ucd9c\uc2dc\ub85c Meta\ub294 \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud560 \uc900\ube44\uac00 \ub418\uc5c8\uc73c\uba70, \uc131\uc7a5\uacfc \ud0d0\ud5d8\uc5d0 \uc788\uc5b4 \uc804\ub840 \uc5c6\ub294 \uae30\ud68c\ub97c \ub9de\uc774\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \uc774 \ucd5c\uc2e0\u00a0 \ubc84\uc804\uc774 \uc0c8\ub85c\uc6b4 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uacfc \ubaa8\ub378\ub9c1 \ud328\ub7ec\ub2e4\uc784\uc744 \ucd09\ubc1c\ud560 \uac83\uc774\ub77c \ubbff\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d4 \uc18c\uaddc\ubaa8 \ubaa8\ub378\uc758 \uac1c\uc120\uacfc \ud559\uc2b5\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc774 \uc815\ub3c4 \uaddc\ubaa8\uc758 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\uc5d0\uc11c \uad6c\ud604\ub41c \uc801 \uc5c6\ub358 \ubaa8\ub378 \uacbd\ub7c9\ud654 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ubc88 \ucd9c\uc2dc\uc5d0\ub294 8B\uc640 70B \ubaa8\ub378\uc758 \uc5c5\uadf8\ub808\uc774\ub4dc \ubc84\uc804\ub3c4 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774 \ub450 \ubaa8\ub378\uc740 \ub2e4\uad6d\uc5b4\ub97c \uc9c0\uc6d0\ud558\uba70, 12\ub9cc8000\uac1c(128K)\ub85c \ud6e8\uc52c \uae38\uc5b4\uc9c4 \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774, \ucd5c\ucca8\ub2e8 \ub3c4\uad6c \uc0ac\uc6a9\uacfc \uc804\ubc18\uc801\uc73c\ub85c \ud5a5\uc0c1\ub41c \uac15\ub825\ud55c \ucd94\ub860 \ub2a5\ub825\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ucd5c\uc2e0 \ubaa8\ub378\uc740 \uc7a5\ubb38\uc758 \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ub2e4\uad6d\uc5b4 \ub300\ud654 \uc5d0\uc774\uc804\ud2b8, \ucf54\ub529 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\uc640 \uac19\uc740 \uace0\ucc28\uc6d0 \uc0ac\uc6a9 \uc0ac\ub840\ub97c \uac1c\ubc1c\ud558\ub294 \ub370 \uae30\uc5ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c 405B\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uaddc\ubaa8\uc758 Llama \ubaa8\ub378\uc758 \ucd9c\ub825\ubb3c\uc744 \ub2e4\ub978 \ubaa8\ub378\uc744 \uac1c\uc120\ud558\ub294\ub370 \uc4f8 \uc218 \ub77c\uc774\uc120\uc2a4\ub97c \ubcc0\uacbd\ud588\uc2b5\ub2c8\ub2e4. \uc624\ud508 \uc18c\uc2a4\ub97c \ud5a5\ud55c Meta\uc758 \ube44\uc804\uc5d0 \ub530\ub77c, \uc774 \ubaa8\ub378\ub4e4\uc744 llama.meta.com\uacfc Hugging Face\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uace0, \ud30c\ud2b8\ub108 \ud50c\ub7ab\ud3fc\uc758 \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\uacc4\uc5d0\uc11c \uc989\uc2dc \uac1c\ubc1c\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4. \ubaa8\ub378 \ud3c9\uac00 \uc774\ubc88 \ucd9c\uc2dc\ub97c \uc704\ud574 Meta\ub294 \ub2e4\uc591\ud55c \uc5b8\uc5b4\ub97c \ud3ec\ud568\ud55c 150\uac1c \uc774\uc0c1\uc758 \ubca4\uce58\ub9c8\ud06c \ub370\uc774\ud130 \uc14b\uc5d0\uc11c \uc131\ub2a5\uc744 \ud3c9\uac00\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc2e4\uc81c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c Llama 3.1\uacfc \uacbd\uc7c1 \ubaa8\ub378\ub4e4\uc744 \ube44\uad50\ud558\ub294 \uac15\ud654\ub41c \uc778\uc801 \ud3c9\uac00(human evaluation)\ub3c4 \uc2e4\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc2e4\ud5d8 \uacb0\uacfc, \uc6b0\ub9ac\uc758 \ud50c\ub798\uadf8\uc27d \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c GPT-4, GPT-4o, Claude 3.5 Sonnet \ub4f1 \uc8fc\uc694 \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\ub4e4\uacfc \uacac\uc918 \ubcfc \ub54c \uacbd\uc7c1\ub825 \uc788\ub294 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc6b0\ub9ac\uc758 \uc18c\uaddc\ubaa8 \ubaa8\ub378\ub4e4\ub3c4 \uc720\uc0ac\ud55c \uc218\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac00\uc9c4 \ub2e4\ub978 \ud3d0\uc1c4\ud615 \ubc0f \uac1c\ubc29\ud615 \ubaa8\ub378\uacfc \ube44\uad50\ud574 \uacbd\uc7c1\ub825\uc744 \uac16\ucd94\uace0\u00a0 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98 \uc5ed\ub300 \ucd5c\ub300 \uaddc\ubaa8\uc758 \ubaa8\ub378\uc778\u00a0 Llama 3.1 405B\ub97c 15\uc870 \uac1c\uac00 \ub118\ub294 \ud1a0\ud070\uc73c\ub85c \ud6c8\ub828\uc2dc\ud0a4\ub294 \uac83\uc740 \ud070 \ub3c4\uc804\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uaddc\ubaa8\ub85c \ud559\uc2b5\uc744 \uc9c4\ud589\ud558\uace0 \ud569\ub9ac\uc801\uc778 \uc2dc\uac04 \ub0b4\uc5d0 \uacb0\uacfc\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud574, \uc804\uccb4 \ud6c8\ub828 \uc2a4\ud0dd\uc744 \ub300\ud3ed \ucd5c\uc801\ud654\ud558\uace0 \ubaa8\ub378 \ud559\uc2b5\uc744 16,000\uac1c \uc774\uc0c1\uc758 H100 GPU\ub85c \ud655\uc7a5\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 405B\ub294 \uc774 \uaddc\ubaa8\ub85c \ud559\uc2b5\ub41c \ucd5c\ucd08\uc758 Llama \ubaa8\ub378\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574, Meta\ub294 \ubaa8\ub378 \uac1c\ubc1c \uacfc\uc815\uc744 \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \ub2e8\uc21c\ud558\uac8c \uc720\uc9c0\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc124\uacc4\ub97c \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4. \ud6c8\ub828 \uc548\uc815\uc131\uc744 \ucd5c\ub300\ud654\ud558\uae30 \uc704\ud574 \ud558\uc774\ube0c\ub9ac\ub4dc \uc804\ubb38\uac00 \ubaa8\ub378 \ub300\uc2e0 \uc18c\ud3ed\uc758 \uc870\uc815\uc774 \uc801\uc6a9\ub41c \ud45c\uc900 \ub514\ucf54\ub354 \uc804\uc6a9 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\ub97c \uc120\ud0dd\ud588\uc2b5\ub2c8\ub2e4. \uac01 \ub77c\uc6b4\ub4dc\ub9c8\ub2e4 \uc9c0\ub3c4 \ud559\uc2b5 \ubbf8\uc138 \uc870\uc815(SFT; Supervised Fine-Tuning)\uacfc \uc9c1\uc811 \uc120\ud638 \ucd5c\uc801\ud654(DPO; Direct Preferred Optimization)\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc18\ubcf5\uc801\uc778 \uc0ac\ud6c4 \ud6c8\ub828 \uc808\ucc28\ub97c \ucc44\ud0dd\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac01 \ub77c\uc6b4\ub4dc\uc5d0\uc11c \ucd5c\uace0 \ud488\uc9c8\uc758 \ud569\uc131 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\uace0 \ubaa8\ub4e0 \uae30\ub2a5\uc758 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\uc804 \ubc84\uc804\uc758 Llama\uc640 \ube44\uad50\ud588\uc744 \ub54c, \uc0ac\uc804 \ubc0f \uc0ac\ud6c4 \ud6c8\ub828\uc5d0 \uc0ac\uc6a9\ud558\ub294 \ub370\uc774\ud130\uc758 \uc591\uacfc \uc9c8\uc774 \ubaa8\ub450 \uac1c\uc120\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uac1c\uc120 \uc0ac\ud56d\uc5d0\ub294 \uc0ac\uc804 \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ubcf4\ub2e4 \uc2e0\uc911\ud55c \uc804\ucc98\ub9ac \ubc0f \ud050\ub808\uc774\uc158 \ud30c\uc774\ud504\ub77c\uc778 \uac1c\ubc1c, \uc0ac\ud6c4 \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ub354\uc6b1 \uc5c4\uaca9\ud55c \ud488\uc9c8 \ubcf4\uc99d \uac1c\ubc1c \ubc0f \ud544\ud130\ub9c1 \uc811\uadfc \ubc29\uc2dd\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uc2a4\ucf00\uc77c\ub9c1 \ubc95\uce59\uc5d0 \ub530\ub77c, \uc6b0\ub9ac\uc758 \uc0c8 \ud50c\ub798\uadf8\uc2ed \ubaa8\ub378\uc740 \uc608\uc0c1\ud588\ub358 \ub300\ub85c \ub3d9\uc77c\ud55c \uc808\ucc28\ub85c \ud6c8\ub828\ub41c \uc18c\uaddc\ubaa8 \ubaa8\ub378\ub4e4\uc744 \ub2a5\uac00\ud569\ub2c8\ub2e4. \ub610\ud55c 405B \ud30c\ub77c\ubbf8\ud130 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud574 \uc18c\uaddc\ubaa8 \ubaa8\ub378\uc758 \uc0ac\ud6c4 \ud559\uc2b5 \ud488\uc9c8\ub3c4 \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4. 405B \ubaa8\ub378\uc758 \ub300\uaddc\ubaa8 \ucd94\ub860 \ucd9c\ub825\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \ubaa8\ub378\uc744 16\ube44\ud2b8(BF16)\uc5d0\uc11c 8\ube44\ud2b8(FP8) \uc22b\uc790\ub85c \uc591\uc790\ud654\ud558\uc5ec \ud544\uc694\ud55c \uacc4\uc0b0 \uc694\uad6c \uc0ac\ud56d\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ub0ae\ucd94\uace0 \ub2e8\uc77c \uc11c\ubc84 \ub178\ub4dc \ub0b4\uc5d0\uc11c \ubaa8\ub378\uc744 \uc2e4\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4. \uba85\ub839 \ubc0f \ucc44\ud305 \ubbf8\uc138 \uc870\uc815 Llama 3.1 405B\uc5d0\uc11c\ub294 \ub192\uc740 \uc218\uc900\uc758 \uc548\uc804\uc131\uc744 \ubcf4\uc7a5\ud558\uba74\uc11c\ub3c4 \uc0ac\uc6a9\uc790 \uc9c0\uc2dc\uc5d0 \ub300\ud55c \ubaa8\ub378\uc758 \uc720\uc6a9\uc131, \ud488\uc9c8, \uc790\uc138\ud55c \uc9c0\uce68 \uc900\uc218 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \ub178\ub825\ud588\uc2b5\ub2c8\ub2e4. \uac00\uc7a5 \ud070 \ub3c4\uc804 \uacfc\uc81c\ub294 \ub354 \ub9ce\uc740 \uae30\ub2a5 \uc9c0\uc6d0, 128K \ucee8\ud14d\uc2a4\ud2b8 \ucc3d, \uc99d\uac00\ub41c \ubaa8\ub378 \ud06c\uae30\uc600\uc2b5\ub2c8\ub2e4. \uc0ac\ud6c4 \ud559\uc2b5 \ub2e8\uacc4\uc5d0\uc11c\ub294 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \ubc14\ud0d5\uc73c\ub85c \uc5ec\ub7ec \ucc28\ub840\uc758 \uc815\ub82c\uc744 \uc218\ud589\ud558\uc5ec \ucd5c\uc885 \ub300\ud654 \ubaa8\ub378\uc744 \uc0dd\uc131\ud588\uc2b5\ub2c8\ub2e4. \uac01 \ub77c\uc6b4\ub4dc\uc5d0\uc11c\ub294 \uc9c0\ub3c4 \ud559\uc2b5 \ubbf8\uc138 \uc870\uc815(SFT), \uac70\ubd80 \uc0d8\ud50c\ub9c1(RS), \uc9c1\uc811 \uc120\ud638 \ucd5c\uc801\ud654(DPO)\ub97c \uc2e4\ud589\ud569\ub2c8\ub2e4. \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\uc744 \uc0ac\uc6a9\ud574 \ub300\ub2e4\uc218\uc758 SFT \uc608\uc81c\ub97c \uc0dd\uc131\ud558\uace0, \uc774\ub97c \uc5ec\ub7ec \ubc88 \ubc18\ubcf5\ud574 \ubaa8\ub4e0 \uae30\ub2a5\uc5d0 \uac78\uccd0 \uc810\uc810 \ub354 \ub192\uc740 \ud488\uc9c8\uc758 \ud569\uc131 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc774\ub7ec\ud55c \ud569\uc131 \ub370\uc774\ud130\ub97c \ucd5c\uace0 \ud488\uc9c8\ub85c \ud544\ud130\ub9c1\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \uae30\uc220\uc5d0\ub3c4 \ud22c\uc790\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc5ec\ub7ec \uae30\ub2a5\uc5d0 \uac78\uccd0 \ubbf8\uc138 \uc870\uc815 \ub370\uc774\ud130\uc758 \uc591\uc744 \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub4e0 \uae30\ub2a5\uc5d0 \uac78\uccd0 \ub192\uc740 \ud488\uc9c8\uc758 \ubaa8\ub378\uc744 \uc0dd\uc131\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130\uc758 \uade0\ud615\uc744 \uc2e0\uc911\ud558\uac8c \uc870\uc815\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, 128K \ucee8\ud14d\uc2a4\ud2b8\ub85c \ud655\uc7a5\ud560 \ub54c\ub3c4 \uc9e7\uc740 \ucee8\ud14d\uc2a4\ud2b8 \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c \ubaa8\ub378\uc758 \ud488\uc9c8\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c, \uc548\uc804 \uc644\ud654 \uae30\ub2a5\uc744 \ucd94\uac00\ud558\uba74\uc11c\ub3c4 Llama \ubaa8\ub378\uc740 \uc5ec\uc804\ud788 \ucd5c\ub300\ud55c \uc720\uc6a9\ud55c \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Llama \uc2dc\uc2a4\ud15c Llama \ubaa8\ub378\uc740 \ud56d\uc0c1 \uc678\ubd80 \ub3c4\uad6c \ud638\ucd9c\uc744 \ud3ec\ud568\ud55c \uc5ec\ub7ec \uad6c\uc131 \uc694\uc18c\ub97c \uc870\uc815\ud560 \uc218 \uc788\ub294 \uc804\uccb4 AI \uc2dc\uc2a4\ud15c\uc758 \uc77c\ubd80\ub85c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. Meta\uc758 \ube44\uc804\uc740 \uac1c\ubc1c\uc790\uac00 \uae30\ubcf8 \ubaa8\ub378\uc744 \ub118\uc5b4 \uc790\uc2e0\uc758 \ube44\uc804\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158\uc744 \uc124\uacc4\ud558\uace0 \uc81c\uc791\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud558\ub294 \ub354 \ub113\uc740 \uc2dc\uc2a4\ud15c\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0dd\uac01\uc740 \uc9c0\ub09c\ud574 \ucc98\uc74c\uc73c\ub85c \ud575\uc2ec LLM \uc678\ubd80 \ucef4\ud3ec\ub10c\ud2b8\ub97c \ud1b5\ud569\ud558\uba74\uc11c \uc2dc\uc791\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ubaa8\ub378 \ub808\uc774\uc5b4\ub97c \ub118\uc5b4 Meta\ub97c \ud3ec\ud568\ud55c \ubaa8\ub4e0 \uc774\ub4e4\uc774 \ucc45\uc784\uac10 \uc788\uac8c AI\ub97c \uac1c\ubc1c\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uae30 \uc704\ud574, \uc5ec\ub7ec \uc0d8\ud50c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ubb3c\ub860 \ub2e4\uad6d\uc5b4 \ubcf4\uc548 \ubaa8\ub378\uc778 Llama Guard 3\uc640 \ud504\ub86c\ud504\ud2b8 \uc8fc\uc785 \ud544\ud130\uc778 Prompt Guard\uc640 \uac19\uc740 \uc0c8\ub85c\uc6b4 \uad6c\uc131 \uc694\uc18c\ub97c \ud3ec\ud568\ud558\ub294 \uc804\uccb4 \ucc38\uc870 \uc2dc\uc2a4\ud15c\uc744 \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0d8\ud50c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc624\ud508 \uc18c\uc2a4\ub85c \uc81c\uacf5\ub418\uba70, \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Llama System \ube44\uc804\uc758 \uad6c\uc131 \uc694\uc18c \uad6c\ud604\uc740 \uc544\uc9c1 \ubd84\uc0b0\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc131 \uc694\uc18c\uc758 \uc778\ud130\ud398\uc774\uc2a4\ub97c \ub354 \uc798 \uc815\uc758\ud558\uae30 \uc704\ud574 \uc5c5\uacc4, \uc2a4\ud0c0\ud2b8\uc5c5 \ubc0f \uc624\ud508 \uc18c\uc2a4 \ucee4\ubba4\ub2c8\ud2f0\uc640 \ud611\ub825\ud558\uae30 \uc2dc\uc791\ud588\uace0, &#8220;Llama Stack&#8221;\uc5d0 \ub300\ud55c \ud53c\ub4dc\ubc31 \uc694\uccad\uae00\uc744 GitHub\uc5d0 \uac8c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. Llama Stack\uc740 \ud45c\uc900 \ub3c4\uad6c \uccb4\uc778 \uad6c\uc131 \uc694\uc18c(\ubbf8\uc138 \uc870\uc815, \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131) \ubc0f \uc5d0\uc774\uc804\ud2b8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c \ud45c\uc900\ud654\ub41c \uc778\ud130\ud398\uc774\uc2a4 \uc138\ud2b8\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc778\ud130\ud398\uc774\uc2a4\uac00 \uc0dd\ud0dc\uacc4 \uc804\ubc18 \uac78\uccd0 \ucc44\ud0dd\ub418\uc5b4 \ub354 \uc26c\uc6b4 \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \ud574\ub2f9 \uc81c\uc548\uc5d0 \ub300\ud55c \ud53c\ub4dc\ubc31\uacfc \uac1c\uc120 \ubc29\uc548\uc744 \ud658\uc601\ud569\ub2c8\ub2e4. Llama\ub97c \uc911\uc2ec\uc73c\ub85c \uc0dd\ud0dc\uacc4\ub97c \uc131\uc7a5\uc2dc\ud0a4\uace0 \uac1c\ubc1c\uc790\uc640 \ud50c\ub7ab\ud3fc \uc81c\uacf5\uc790\uc758 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucd9c \uc218 \uc788\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4. \uac1c\ubc29\uc131\uc774 \uc774\ub044\ub294 \ud601\uc2e0 \ud3d0\uc1c4\ud615 \ubaa8\ub378\uacfc \ub2ec\ub9ac, Llama \ubaa8\ub378 \uac00\uc911\uce58\ub294 \ub2e4\uc6b4\ub85c\ub4dc \uac00\ub2a5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc790\uc2e0\uc758 \ub2c8\uc988\uc640 \uc751\uc6a9 \ubaa9\uc801\uc5d0 \ub530\ub77c \ubaa8\ub378\uc744 \uc644\uc804\ud788 \ub9de\ucda4\ud654\ud558\uace0, \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc14b\uc73c\ub85c \ud559\uc2b5\ud558\uac70\ub098 \ucd94\uac00 \ubbf8\uc138 \uc870\uc815\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub354 \ub113\uc740 \uac1c\ubc1c\uc790 \ucee4\ubba4\ub2c8\ud2f0 \ubc0f \uc804 \uc138\uacc4\uac00 \uc0dd\uc131\ud615 AI\uc758 \ud798\uc744 \ub354\uc6b1 \uc644\uc804\ud558\uac8c \uc2e4\ud604\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc790\uc2e0\uc758 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ub9de\ucdb0 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\ud560 \uc218 \uc788\uc73c\uba70, \uc628\ud504\ub808\ubbf8\uc2a4, \ud074\ub77c\uc6b0\ub4dc, \ub85c\uceec \ub7a9\ud0d1 \ub4f1 \ubaa8\ub4e0 \ud658\uacbd\uc5d0\uc11c \uc2e4\ud589\ud560 \uc218 \uc788\uc73c\uba70, \uc774 \ubaa8\ub4e0 \uacfc\uc815\uc5d0\uc11c Meta\uc640 \ub370\uc774\ud130\ub97c \uacf5\uc720\ud560 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. \ub9ce\uc740 \uc774\ub4e4\uc774 \ud3d0\uc1c4\ud615 \ubaa8\ub378\uc774 \ub354 \ube44\uc6a9 \ud6a8\uc728\uc801\uc774\ub77c\uace0 \uc8fc\uc7a5\ud558\uc9c0\ub9cc, Artificial Analysis\uc758 \ud14c\uc2a4\ud2b8\uc5d0 \ub530\ub974\uba74 Llama \ubaa8\ub378\uc740 \uc5c5\uacc4\uc5d0\uc11c \uac00\uc7a5 \ub0ae\uc740 \ud1a0\ud070\ub2f9 \ube44\uc6a9\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c \ub9c8\ud06c \uc800\ucee4\ubc84\uadf8\uac00 \uc5b8\uae09\ud588\ub4ef, \uc624\ud508\uc18c\uc2a4\ub294 \uc804 \uc138\uacc4\uc758 \ub354 \ub9ce\uc740 \uc0ac\ub78c\ub4e4\uc774 AI\uc758 \ud61c\ud0dd\uacfc \uae30\ud68c\uc5d0 \ub204\ub9b4 \uc218 \uc788\ub3c4\ub85d \ud558\uba70, \uad8c\ub825\uc774 \uc18c\uc218\uc5d0\uac8c \uc9d1\uc911\ub418\uc9c0 \uc54a\uac8c \ud558\uace0, \uae30\uc220\uc774 \uc0ac\ud68c \uc804\ubc18\uc5d0 \uac78\uccd0 \ubcf4\ub2e4 \uace0\ub974\uace0 \uc548\uc804\ud558\uac8c \ubc30\ud3ec\ub420 \uc218 \uc788\ub3c4\ub85d \ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\uac83\uc774 \ubc14\ub85c Meta\uac00 \uc624\ud508 \uc561\uc138\uc2a4 AI\uac00 \uc5c5\uacc4 \ud45c\uc900\uc774 \ub420 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc18d \ub178\ub825\ud558\ub294 \uc774\uc720\uc785\ub2c8\ub2e4. Meta\ub294 \uc774\uc804\uc758 Llama \ubaa8\ub378\uc744 \ud65c\uc6a9\ud574 \ucee4\ubba4\ub2c8\ud2f0\uac00 \ub180\ub77c\uc6b4 \uac83 \ub4e4\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc744 \ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 Llama\ub97c \uae30\ubc18\uc73c\ub85c WhatsApp\uacfc Messenger \ub0b4\uc5d0 \uc801\uc6a9\ub41c\u00a0 AI \ud559\uc2b5 \ub3c4\uc6b0\ubbf8, \uc784\uc0c1 \uc758\uc0ac \uacb0\uc815\uc744 \ub3d5\uae30 \uc704\ud574 \uc758\ub8cc \ubd84\uc57c\uc5d0 \ub9de\ucda4 \uc124\uacc4\ub41c LLM, \uadf8\ub9ac\uace0 \uc758\ub8cc \uc2dc\uc2a4\ud15c\uc774 \ud658\uc790\uc758 \uc785\uc6d0 \uc815\ubcf4\ub97c \uc548\uc804\ud558\uac8c \uad00\ub9ac\ud558\uace0 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ube0c\ub77c\uc9c8\uc758 \ube44\uc601\ub9ac \ud5ec\uc2a4\ucf00\uc5b4 \uc2a4\ud0c0\ud2b8\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub4e4\uc774 \uc624\ud508\uc18c\uc2a4\uc758 \ud798\uc744 \ube4c\ub824 \ucd5c\uc2e0 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \uc5b4\ub5a0\ud55c \uacb0\uacfc\ubb3c\uc744 \ub9cc\ub4e4\uc5b4\ub0bc\uc9c0 \uae30\ub300\uac00 \ub429\ub2c8\ub2e4. Llama 3.1 405B\uc640 \ud568\uaed8 \uad6c\ucd95\ud558\uae30 \uc77c\ubc18 \uac1c\ubc1c\uc790\uac00 405B \uaddc\ubaa8\uc758 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc740 \ub3c4\uc804\uc801\uc778 \uc77c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uac15\ub825\ud55c \ubaa8\ub378\uc774\uc9c0\ub9cc, \uc774\ub97c \ud65c\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc0c1\ub2f9\ud55c \ucef4\ud4e8\ud305 \uc790\uc6d0\uacfc \uc804\ubb38 \uc9c0\uc2dd\uc774 \ud544\uc694\ud558\ub2e4\ub294 \uac83\uc744 \uc778\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucee4\ubba4\ub2c8\ud2f0\uc640\uc758 \ub300\ud654\ub97c \ud1b5\ud574 \uc6b0\ub9ac\ub294 \uc0dd\uc131\ud615 AI \uac1c\ubc1c\uc5d0\ub294 \ub2e8\uc21c\ud788 \ubaa8\ub378\uc5d0 \uba85\ub839\uc744 \ubcf4\ub0b4\ub294 \uac83(prompting) \uc774\uc0c1\uc758 \ub9ce\uc740 \uc694\uc18c\uac00 \uc788\ub2e4\ub294 \uc0ac\uc2e4\uc744 \uc54c\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. Meta\ub294 \ubaa8\ub4e0 \uc0ac\ub78c\uc774 405B\ub97c \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub77c\uba70, \uc774\ub97c \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4: \uc2e4\uc2dc\uac04 \ubc0f \uc77c\uad04 \ucd94\ub860 \uc9c0\ub3c4 \ud559\uc2b5 \ubbf8\uc138 \uc870\uc815 \ud2b9\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub300\ud55c \ubaa8\ub378 \ud3c9\uac00 \uc9c0\uc18d\uc801\uc778 \uc0ac\uc804 \ud559\uc2b5 \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG) \ud568\uc218 \ud638\ucd9c \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131 Llama \uc0dd\ud0dc\uacc4\ub294 \ubc14\ub85c \uc774 \ubd80\ubd84\uc5d0\uc11c \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uccab\ub0a0\ubd80\ud130 405B \ubaa8\ub378\uc758 \ubaa8\ub4e0 \uace0\uae09 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \uc989\uc2dc \uac1c\ubc1c\uc744 \uc2dc\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uac1c\ubc1c\uc790\ub294 \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\ucc98\ub7fc \uace0\uae09 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uacbd\ud5d8\ud558\uace0, \ubaa8\ub378 \uacbd\ub7c9\ud654\ub97c \uc704\ud55c \ud134\ud0a4 \uc9c0\uce68\uc744 \ub530\ub974\uba70, AWS, NVIDIA \ubc0f Databricks\ub97c \ube44\ub86f\ud55c \ud30c\ud2b8\ub108\uc758 \uc194\ub8e8\uc158\uc744 \ud1b5\ud574 \uc6d0\ud65c\ud55c RAG\ub97c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub354\ubd88\uc5b4, Groq\uc740 \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub97c \uc704\ud574 \uc800\uc9c0\uc5f0 \ucd94\ub860\uc744 \ucd5c\uc801\ud654\ud588\uc73c\uba70, Dell\uc740 \uc628\ud504\ub808\ubbf8\uc2a4 \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub3c4 \uc774\uc640 \uc720\uc0ac\ud55c \ucd5c\uc801\ud654\ub97c \uc774\ub904\ub0c8\uc2b5\ub2c8\ub2e4. Meta\ub294 vLLM, TensorRT, PyTorch\uc640 \uac19\uc740 \uc8fc\uc694 \ucee4\ubba4\ub2c8\ud2f0 \ud504\ub85c\uc81d\ud2b8\uc640 \ud611\ub825\ud574 \ucee4\ubba4\ub2c8\ud2f0\uac00 \uacb0\uacfc\ubb3c \ubc30\ud3ec\ub97c \uc900\ube44\ud560 \uc218 \uc788\ub3c4\ub85d \uccab \ub0a0\ubd80\ud130 \uc9c0\uc6d0\ud574\uc654\uc2b5\ub2c8\ub2e4. \uc774\ubc88 405B \ubaa8\ub378\uc744 \ucd9c\uc2dc\ud568\uc73c\ub85c\uc368 \ucee4\ubba4\ub2c8\ud2f0 \uc804\ubc18\uc5d0 \uac78\uccd0 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud558\uace0, \uc774\ub7ec\ud55c \uaddc\ubaa8\uc758 \ubaa8\ub378\uc5d0 \ub300\ud55c \ucd94\ub860 \ubc0f \ubbf8\uc138\uc870\uc815\uc744 \ub354 \uc27d\uac8c \ub9cc\ub4e4\uba70, \ubaa8\ub378 \uacbd\ub7c9\ud654\uc5d0 \ub300\ud55c \ub2e4\uc74c \uc5f0\uad6c\ub97c \uac00\ub2a5\ud558\uac8c \ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. Llama 3.1 \ubaa8\ub378 \uceec\ub809\uc158\uc744 \uc0ac\uc6a9\ud574 \ubcf4\uc138\uc694. Meta\ub294 \ucee4\ubba4\ub2c8\ud2f0\uac00 \ucd5c\uc2e0 \ubaa8\ub378\ub85c \uc5b4\ub5a0\ud55c \uacb0\uacfc\ubb3c\uc744 \ub9cc\ub4e4\uc5b4 \ub0bc\uc9c0\uc5d0 \ub300\ud574 \uae30\ub300\uac00 \ub9e4\uc6b0 \ud07d\ub2c8\ub2e4. \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0\uacfc \uc99d\uac00\ub41c \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774\ub97c \ud65c\uc6a9\ud558\uc5ec \uc720\uc6a9\ud558\uace0 \uc0c8\ub85c\uc6b4 \uacbd\ud5d8\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \uc7a0\uc7ac\ub825\uc740 \ubb34\uad81\ubb34\uc9c4\ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 Llama Stack\uacfc \uc0c8\ub85c\uc6b4 \uc548\uc804 \ub3c4\uad6c\ub97c \ud1b5\ud574, \uc624\ud508 \uc18c\uc2a4 \ucee4\ubba4\ub2c8\ud2f0\uc640 \ud568\uaed8 \ucc45\uc784\uac10 \uc788\uac8c \uacc4\uc18d\ud574\uc11c \ubc1c\uc804\ud574 \ub098\uac08 \uc218 \uc788\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4. \ubaa8\ub378 \ucd9c\uc2dc \uc804, \uc6b0\ub9ac\ub294 \ub808\ub4dc\ud300\uacfc \uc548\uc804 \ubbf8\uc138 \uc870\uc815\uc744 \ud1b5\ud55c \ubc30\ud3ec \uc804 \uc704\ud5d8 \ubc1c\uacac \uc5f0\uc2b5 \ub4f1 \uc5ec\ub7ec \uc870\uce58\ub97c \ud1b5\ud574 \uc7a0\uc7ac\uc801\uc778 \uc704\ud5d8\uc744 \uc2dd\ubcc4, \ud3c9\uac00 \ubc0f \uc644\ud654\ud558\uae30 \uc704\ud574 \ub178\ub825\ud558\uace0 \uc788\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc678\ubd80 \ubc0f \ub0b4\ubd80 \uc804\ubb38\uac00\uc640 \ud568\uaed8 \uad11\ubc94\uc704\ud55c \ub808\ub4dc \ud300 \uc791\uc5c5\uc744 \uc218\ud589\ud558\uc5ec \ubaa8\ub378\uc5d0 \ub300\ud55c \uc2a4\ud2b8\ub808\uc2a4 \ud14c\uc2a4\ud2b8\ub97c \uc9c4\ud589\ud558\uace0, \uc608\uc0c1\uce58 \ubabb\ud55c \uc0ac\uc6a9 \ubc29\uc2dd\uc744 \ucc3e\uc544\ub0b4\uace0 \uc788\ub2c8\ub2e4. (\ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c\uc744 \ud1b5\ud574 Llama 3.1 \ubaa8\ub378 \uceec\ub809\uc158\uc744 \ucc45\uc784\uac10 \uc788\uac8c \ud655\uc7a5\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc138\uc694.) \uc774\ub294 \uc5ed\ub300 \ucd5c\ub300 \uaddc\ubaa8\uc758 \ubaa8\ub378\uc774\uc9c0\ub9cc, \uc544\uc9c1 \uac1c\ucc99\ud574\uc57c \ud560 \uc601\uc5ed\uc774 \ub9ce\uc774 \ub0a8\uc544 \uc788\ub2e4\uace0 \uc0dd\uac01\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub2e4\uc591\ud55c \uae30\uae30\uc5d0\uc11c \uc801\uc6a9 \uac00\ub2a5\ud55c \ud06c\uae30, \ucd94\uac00\uc801\uc778 \ubaa8\ub2ec\ub9ac\ud2f0, \uc5d0\uc774\uc804\ud2b8 \ud50c\ub7ab\ud3fc \uacc4\uce35\uc5d0 \ub300\ud55c \ub354 \ub9ce\uc740 \ud22c\uc790 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc5b8\uc81c\ub098 \uadf8\ub7ac\ub4ef, \ucee4\ubba4\ub2c8\ud2f0\uac00 \uc774 \ubaa8\ub378\ub4e4\uc744 \ud65c\uc6a9\ud574 \uad6c\ucd95\ud560 \ub180\ub77c\uc6b4 \uc81c\ud488\uacfc \uacbd\ud5d8\uc744 \uae30\ub300\ud569\ub2c8\ub2e4. \uc774 \uc791\uc5c5\uc740 AI \ucee4\ubba4\ub2c8\ud2f0 \uc804\ubc18\uc758 \ud30c\ud2b8\ub108\ub4e4\uc758 \uc9c0\uc6d0\uc744 \ubc1b\uc558\uc2b5\ub2c8\ub2e4. \ud30c\ud2b8\ub108\ub4e4\uc5d0\uac8c \uac10\uc0ac\uc758 \ub9d0\uc500\uc744 \ub4dc\ub9bd\ub2c8\ub2e4. (\uc54c\ud30c\ubcb3 \uc21c\uc11c\ub85c \ub098\uc5f4): Accenture, Amazon Web Services, AMD, Anyscale, CloudFlare, Databricks, Dell, Deloitte, Fireworks.ai, Google Cloud, Groq, Hugging Face, IBM WatsonX, Infosys, Intel, Kaggle, Microsoft Azure, NVIDIA, OctoAI, Oracle Cloud, PwC, Replicate, Sarvam AI, Scale.AI, SNCF, Snowflake, Together AI \ubc0f UC Berkeley Sky Computing Lab\uc5d0\uc11c \uac1c\ubc1c\ud55c vLLM \ud504\ub85c\uc81d\ud2b8 *\uc601\uc5b4 \uc6d0\ubb38 \ubcf4\uae30","protected":false},"author":164097085,"featured_media":23304,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[412089666,412089664],"tags":[],"class_list":["post-23303","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-meta","category-technologies"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\uba54\ud0c0\uc758 \ud604\uc874 \uac00\uc7a5 \uac15\ub825\ud55c AI \ubaa8\ub378, Llama 3.1\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4 | Meta \uc18c\uac1c<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/about.fb.com\/ko\/news\/2024\/07\/introducing-llama-3-1-our-most-capable-models-to-date\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\uba54\ud0c0\uc758 \ud604\uc874 \uac00\uc7a5 \uac15\ub825\ud55c AI \ubaa8\ub378, Llama 3.1\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4 | Meta \uc18c\uac1c\" \/>\n<meta property=\"og:description\" content=\"*\uc601\uc5b4 \uc6d0\ubb38 \ubcf4\uae30 \uc8fc\uc694 \ub0b4\uc6a9 Meta\ub294 \uc624\ud508 \uc18c\uc2a4 AI\ub97c \uc704\ud574 \ucd5c\uc120\uc744 \ub2e4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc624\ud508 \uc18c\uc2a4\uac00 \uac1c\ubc1c\uc790, Meta, \uadf8\ub9ac\uace0 \uc6b0\ub9ac \ubaa8\ub450\uc5d0\uac8c \uc65c \uc88b\uc740\uc9c0\ub97c \uc124\uba85\ud558\ub294 Mark Zuckerberg\uc758 \uc11c\ud55c\uc744 \ud655\uc778\ud574 \ubcf4\uc138\uc694. \ubaa8\ub450\uc5d0\uac8c \uc624\ud508 \uc778\ud154\ub9ac\uc804\uc2a4\ub97c \uc81c\uacf5\ud558\ub294 Meta\uc758 \ucd5c\uc2e0 \ubaa8\ub378\uc5d0\ub294 \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774\uac00 12\ub9cc8000\uac1c(128K) \ud1a0\ud070\uc73c\ub85c \ud655\uc7a5\ub418\uace0 8\uac1c \uc5b8\uc5b4 \uc9c0\uc6d0\uc774 \ucd94\uac00\ub418\uc5c8\uc73c\uba70, \ucd5c\ucd08\uc758 \ud504\ub860\ud2f0\uc5b4\uae09 \uc624\ud508 \uc18c\uc2a4 AI \ubaa8\ub378\uc778 Llama 3.1 405B\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. Llama 3.1 405B\ub294 \ucd5c\uace0 \uc131\ub2a5\uc758 \ud3d0\uc1c4\ud615 \ubaa8\ub378\uc5d0 \ud544\uc801\ud558\ub294 \ud0c1\uc6d4\ud55c \uc720\uc5f0\uc131\uacfc \ud1b5\uc81c\uad8c \ubc0f \ucd5c\ucca8\ub2e8 \uae30\ub2a5\uc744 \uac16\ucd98 \ub3d9\uae09 \ucd5c\uac15\uc758 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ubaa8\ub378\uc744 \ud1b5\ud574 \ucee4\ubba4\ub2c8\ud2f0\ub294 \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\uacfc \ubaa8\ub378 \uacbd\ub7c9\ud654\uc640 \uac19\uc740 \uc0c8\ub85c\uc6b4 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Meta\ub294 Llama\ub97c \ud558\ub098\uc758 \uc644\uc804\ud55c \uc2dc\uc2a4\ud15c\uc73c\ub85c \uacc4\uc18d\ud574\uc11c \ubc1c\uc804\uc2dc\ud0a4\uae30 \uc704\ud574 \ucc38\uc870 \uc2dc\uc2a4\ud15c \ub4f1 \ub354 \ub9ce\uc740 \uad6c\uc131 \uc694\uc18c\ub97c \uc81c\uacf5\ud574 \ub098\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uc790\uc2e0\ub9cc\uc758 \ub9de\ucda4\ud615 \uc5d0\uc774\uc804\ud2b8\uc640 \uc0c8\ub85c\uc6b4 \uc720\ud615\uc758 \uc5d0\uc774\uc804\ud2b8 \ub3d9\uc791\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ub3c4\uad6c\ub4e4\uc744 \uc81c\uacf5\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \ucc45\uc784\uac10 \uc788\ub294 \uac1c\ubc1c\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 Llama Guard 3\uc640 Prompt Guard \ub4f1 \uc0c8\ub85c\uc6b4 \ubcf4\uc548 \ubc0f \uc548\uc804 \ub3c4\uad6c\ub3c4 \uc81c\uacf5\ud558\uba70 \uc2dc\uc2a4\ud15c\uc744 \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc368\ub4dc\ud30c\ud2f0 \ud504\ub85c\uc81d\ud2b8\uac00 Llama \ubaa8\ub378\uc744 \ub354 \uc27d\uac8c \ud65c\uc6a9\ud558\ub3c4\ub85d \ub3d5\ub294 \ud45c\uc900 \uc778\ud130\ud398\uc774\uc2a4 Llama Stack API\uc5d0 \ub300\ud55c \uacf5\uac1c\uc801\uc778 \ud53c\ub4dc\ubc31\ub3c4 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ud0dc\uacc4\ub294 \uc900\ube44\ub3fc \uc788\uc73c\uba70 \ucd9c\uc2dc \uccab \ub0a0\ubd80\ud130 AWS, NVIDIA, Databricks, Groq, Dell, Azure, Google Cloud, Snowflake \ub4f1 25\uac1c \uc774\uc0c1\uc758 \ud30c\ud2b8\ub108\uac00 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubbf8\uad6d\uc5d0\uc11c\ub294 WhatsApp\uacfc meta.ai\uc5d0\uc11c Llama 3.1 405B \ubaa8\ub378\ub85c \uc5b4\ub824\uc6b4 \uc218\ud559 \ubb38\uc81c\ub098 \ucf54\ub529 \ubb38\uc81c\ub97c \ud480\uc5b4\ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0 \uc9c0\uae08\uae4c\uc9c0 \uc624\ud508 \uc18c\uc2a4 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uae30\ub2a5\uc774\ub098 \uc131\ub2a5 \uba74\uc5d0\uc11c \ub300\ubd80\ubd84 \ud3d0\uc1c4\ud615 \uc5b8\uc5b4 \ubaa8\ub378\uc5d0 \ube44\ud574 \ub4a4\uccd0\uc838 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\uc81c Meta\ub294 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\uc774 \uc774\ub044\ub294 \uc0c8\ub85c\uc6b4 \uc2dc\ub300\ub97c \uc5f4\uace0\uc790 \ud569\ub2c8\ub2e4. Meta\ub294 \uc138\uacc4 \ucd5c\ub300 \uaddc\ubaa8\uc774\uc790 \uac00\uc7a5 \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc758 \uc624\ud508 \uc18c\uc2a4 \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc778 Llama 3.1 405B\ub97c \uacf5\uac1c \ucd9c\uc2dc\ud569\ub2c8\ub2e4. \ud604\uc7ac\uae4c\uc9c0 Llama\uc758 \ub2e4\uc591\ud55c \ubc84\uc804 \ubaa8\ub378\ub4e4\uc740 \ucd1d\u00a0 3\uc5b5 \uac74 \uc774\uc0c1 \ub2e4\uc6b4\ub85c\ub4dc\ub410\uc73c\uba70, \uc774\ub294 \uc774\uc81c \uc2dc\uc791\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. Llama 3.1 \uc18c\uac1c Llama 3.1 405B\ub294 \uc77c\ubc18 \uc9c0\uc2dd \ucc98\ub9ac, \ud1b5\uc81c \uac00\ub2a5\uc131, \uc218\ud559, \ub3c4\uad6c \uc0ac\uc6a9, \ub2e4\uad6d\uc5b4 \ubc88\uc5ed\uc5d0 \uc788\uc5b4 \ucd5c\uc0c1\uae09 AI \ubaa8\ub378\uc5d0 \ud544\uc801\ud558\ub294 \ub6f0\uc5b4\ub09c \uc5ed\ub7c9\uc744 \uac16\ucd98 \ucd5c\ucd08\uc758 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\uc785\ub2c8\ub2e4. 405B \ubaa8\ub378\uc758 \ucd9c\uc2dc\ub85c Meta\ub294 \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud560 \uc900\ube44\uac00 \ub418\uc5c8\uc73c\uba70, \uc131\uc7a5\uacfc \ud0d0\ud5d8\uc5d0 \uc788\uc5b4 \uc804\ub840 \uc5c6\ub294 \uae30\ud68c\ub97c \ub9de\uc774\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \uc774 \ucd5c\uc2e0\u00a0 \ubc84\uc804\uc774 \uc0c8\ub85c\uc6b4 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uacfc \ubaa8\ub378\ub9c1 \ud328\ub7ec\ub2e4\uc784\uc744 \ucd09\ubc1c\ud560 \uac83\uc774\ub77c \ubbff\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d4 \uc18c\uaddc\ubaa8 \ubaa8\ub378\uc758 \uac1c\uc120\uacfc \ud559\uc2b5\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc774 \uc815\ub3c4 \uaddc\ubaa8\uc758 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\uc5d0\uc11c \uad6c\ud604\ub41c \uc801 \uc5c6\ub358 \ubaa8\ub378 \uacbd\ub7c9\ud654 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ubc88 \ucd9c\uc2dc\uc5d0\ub294 8B\uc640 70B \ubaa8\ub378\uc758 \uc5c5\uadf8\ub808\uc774\ub4dc \ubc84\uc804\ub3c4 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774 \ub450 \ubaa8\ub378\uc740 \ub2e4\uad6d\uc5b4\ub97c \uc9c0\uc6d0\ud558\uba70, 12\ub9cc8000\uac1c(128K)\ub85c \ud6e8\uc52c \uae38\uc5b4\uc9c4 \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774, \ucd5c\ucca8\ub2e8 \ub3c4\uad6c \uc0ac\uc6a9\uacfc \uc804\ubc18\uc801\uc73c\ub85c \ud5a5\uc0c1\ub41c \uac15\ub825\ud55c \ucd94\ub860 \ub2a5\ub825\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ucd5c\uc2e0 \ubaa8\ub378\uc740 \uc7a5\ubb38\uc758 \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ub2e4\uad6d\uc5b4 \ub300\ud654 \uc5d0\uc774\uc804\ud2b8, \ucf54\ub529 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\uc640 \uac19\uc740 \uace0\ucc28\uc6d0 \uc0ac\uc6a9 \uc0ac\ub840\ub97c \uac1c\ubc1c\ud558\ub294 \ub370 \uae30\uc5ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c 405B\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uaddc\ubaa8\uc758 Llama \ubaa8\ub378\uc758 \ucd9c\ub825\ubb3c\uc744 \ub2e4\ub978 \ubaa8\ub378\uc744 \uac1c\uc120\ud558\ub294\ub370 \uc4f8 \uc218 \ub77c\uc774\uc120\uc2a4\ub97c \ubcc0\uacbd\ud588\uc2b5\ub2c8\ub2e4. \uc624\ud508 \uc18c\uc2a4\ub97c \ud5a5\ud55c Meta\uc758 \ube44\uc804\uc5d0 \ub530\ub77c, \uc774 \ubaa8\ub378\ub4e4\uc744 llama.meta.com\uacfc Hugging Face\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uace0, \ud30c\ud2b8\ub108 \ud50c\ub7ab\ud3fc\uc758 \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\uacc4\uc5d0\uc11c \uc989\uc2dc \uac1c\ubc1c\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4. \ubaa8\ub378 \ud3c9\uac00 \uc774\ubc88 \ucd9c\uc2dc\ub97c \uc704\ud574 Meta\ub294 \ub2e4\uc591\ud55c \uc5b8\uc5b4\ub97c \ud3ec\ud568\ud55c 150\uac1c \uc774\uc0c1\uc758 \ubca4\uce58\ub9c8\ud06c \ub370\uc774\ud130 \uc14b\uc5d0\uc11c \uc131\ub2a5\uc744 \ud3c9\uac00\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc2e4\uc81c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c Llama 3.1\uacfc \uacbd\uc7c1 \ubaa8\ub378\ub4e4\uc744 \ube44\uad50\ud558\ub294 \uac15\ud654\ub41c \uc778\uc801 \ud3c9\uac00(human evaluation)\ub3c4 \uc2e4\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc2e4\ud5d8 \uacb0\uacfc, \uc6b0\ub9ac\uc758 \ud50c\ub798\uadf8\uc27d \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c GPT-4, GPT-4o, Claude 3.5 Sonnet \ub4f1 \uc8fc\uc694 \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\ub4e4\uacfc \uacac\uc918 \ubcfc \ub54c \uacbd\uc7c1\ub825 \uc788\ub294 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc6b0\ub9ac\uc758 \uc18c\uaddc\ubaa8 \ubaa8\ub378\ub4e4\ub3c4 \uc720\uc0ac\ud55c \uc218\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac00\uc9c4 \ub2e4\ub978 \ud3d0\uc1c4\ud615 \ubc0f \uac1c\ubc29\ud615 \ubaa8\ub378\uacfc \ube44\uad50\ud574 \uacbd\uc7c1\ub825\uc744 \uac16\ucd94\uace0\u00a0 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98 \uc5ed\ub300 \ucd5c\ub300 \uaddc\ubaa8\uc758 \ubaa8\ub378\uc778\u00a0 Llama 3.1 405B\ub97c 15\uc870 \uac1c\uac00 \ub118\ub294 \ud1a0\ud070\uc73c\ub85c \ud6c8\ub828\uc2dc\ud0a4\ub294 \uac83\uc740 \ud070 \ub3c4\uc804\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uaddc\ubaa8\ub85c \ud559\uc2b5\uc744 \uc9c4\ud589\ud558\uace0 \ud569\ub9ac\uc801\uc778 \uc2dc\uac04 \ub0b4\uc5d0 \uacb0\uacfc\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud574, \uc804\uccb4 \ud6c8\ub828 \uc2a4\ud0dd\uc744 \ub300\ud3ed \ucd5c\uc801\ud654\ud558\uace0 \ubaa8\ub378 \ud559\uc2b5\uc744 16,000\uac1c \uc774\uc0c1\uc758 H100 GPU\ub85c \ud655\uc7a5\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 405B\ub294 \uc774 \uaddc\ubaa8\ub85c \ud559\uc2b5\ub41c \ucd5c\ucd08\uc758 Llama \ubaa8\ub378\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574, Meta\ub294 \ubaa8\ub378 \uac1c\ubc1c \uacfc\uc815\uc744 \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \ub2e8\uc21c\ud558\uac8c \uc720\uc9c0\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc124\uacc4\ub97c \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4. \ud6c8\ub828 \uc548\uc815\uc131\uc744 \ucd5c\ub300\ud654\ud558\uae30 \uc704\ud574 \ud558\uc774\ube0c\ub9ac\ub4dc \uc804\ubb38\uac00 \ubaa8\ub378 \ub300\uc2e0 \uc18c\ud3ed\uc758 \uc870\uc815\uc774 \uc801\uc6a9\ub41c \ud45c\uc900 \ub514\ucf54\ub354 \uc804\uc6a9 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\ub97c \uc120\ud0dd\ud588\uc2b5\ub2c8\ub2e4. \uac01 \ub77c\uc6b4\ub4dc\ub9c8\ub2e4 \uc9c0\ub3c4 \ud559\uc2b5 \ubbf8\uc138 \uc870\uc815(SFT; Supervised Fine-Tuning)\uacfc \uc9c1\uc811 \uc120\ud638 \ucd5c\uc801\ud654(DPO; Direct Preferred Optimization)\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc18\ubcf5\uc801\uc778 \uc0ac\ud6c4 \ud6c8\ub828 \uc808\ucc28\ub97c \ucc44\ud0dd\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac01 \ub77c\uc6b4\ub4dc\uc5d0\uc11c \ucd5c\uace0 \ud488\uc9c8\uc758 \ud569\uc131 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\uace0 \ubaa8\ub4e0 \uae30\ub2a5\uc758 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\uc804 \ubc84\uc804\uc758 Llama\uc640 \ube44\uad50\ud588\uc744 \ub54c, \uc0ac\uc804 \ubc0f \uc0ac\ud6c4 \ud6c8\ub828\uc5d0 \uc0ac\uc6a9\ud558\ub294 \ub370\uc774\ud130\uc758 \uc591\uacfc \uc9c8\uc774 \ubaa8\ub450 \uac1c\uc120\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uac1c\uc120 \uc0ac\ud56d\uc5d0\ub294 \uc0ac\uc804 \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ubcf4\ub2e4 \uc2e0\uc911\ud55c \uc804\ucc98\ub9ac \ubc0f \ud050\ub808\uc774\uc158 \ud30c\uc774\ud504\ub77c\uc778 \uac1c\ubc1c, \uc0ac\ud6c4 \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ub354\uc6b1 \uc5c4\uaca9\ud55c \ud488\uc9c8 \ubcf4\uc99d \uac1c\ubc1c \ubc0f \ud544\ud130\ub9c1 \uc811\uadfc \ubc29\uc2dd\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uc2a4\ucf00\uc77c\ub9c1 \ubc95\uce59\uc5d0 \ub530\ub77c, \uc6b0\ub9ac\uc758 \uc0c8 \ud50c\ub798\uadf8\uc2ed \ubaa8\ub378\uc740 \uc608\uc0c1\ud588\ub358 \ub300\ub85c \ub3d9\uc77c\ud55c \uc808\ucc28\ub85c \ud6c8\ub828\ub41c \uc18c\uaddc\ubaa8 \ubaa8\ub378\ub4e4\uc744 \ub2a5\uac00\ud569\ub2c8\ub2e4. \ub610\ud55c 405B \ud30c\ub77c\ubbf8\ud130 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud574 \uc18c\uaddc\ubaa8 \ubaa8\ub378\uc758 \uc0ac\ud6c4 \ud559\uc2b5 \ud488\uc9c8\ub3c4 \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4. 405B \ubaa8\ub378\uc758 \ub300\uaddc\ubaa8 \ucd94\ub860 \ucd9c\ub825\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \ubaa8\ub378\uc744 16\ube44\ud2b8(BF16)\uc5d0\uc11c 8\ube44\ud2b8(FP8) \uc22b\uc790\ub85c \uc591\uc790\ud654\ud558\uc5ec \ud544\uc694\ud55c \uacc4\uc0b0 \uc694\uad6c \uc0ac\ud56d\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ub0ae\ucd94\uace0 \ub2e8\uc77c \uc11c\ubc84 \ub178\ub4dc \ub0b4\uc5d0\uc11c \ubaa8\ub378\uc744 \uc2e4\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4. \uba85\ub839 \ubc0f \ucc44\ud305 \ubbf8\uc138 \uc870\uc815 Llama 3.1 405B\uc5d0\uc11c\ub294 \ub192\uc740 \uc218\uc900\uc758 \uc548\uc804\uc131\uc744 \ubcf4\uc7a5\ud558\uba74\uc11c\ub3c4 \uc0ac\uc6a9\uc790 \uc9c0\uc2dc\uc5d0 \ub300\ud55c \ubaa8\ub378\uc758 \uc720\uc6a9\uc131, \ud488\uc9c8, \uc790\uc138\ud55c \uc9c0\uce68 \uc900\uc218 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \ub178\ub825\ud588\uc2b5\ub2c8\ub2e4. \uac00\uc7a5 \ud070 \ub3c4\uc804 \uacfc\uc81c\ub294 \ub354 \ub9ce\uc740 \uae30\ub2a5 \uc9c0\uc6d0, 128K \ucee8\ud14d\uc2a4\ud2b8 \ucc3d, \uc99d\uac00\ub41c \ubaa8\ub378 \ud06c\uae30\uc600\uc2b5\ub2c8\ub2e4. \uc0ac\ud6c4 \ud559\uc2b5 \ub2e8\uacc4\uc5d0\uc11c\ub294 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \ubc14\ud0d5\uc73c\ub85c \uc5ec\ub7ec \ucc28\ub840\uc758 \uc815\ub82c\uc744 \uc218\ud589\ud558\uc5ec \ucd5c\uc885 \ub300\ud654 \ubaa8\ub378\uc744 \uc0dd\uc131\ud588\uc2b5\ub2c8\ub2e4. \uac01 \ub77c\uc6b4\ub4dc\uc5d0\uc11c\ub294 \uc9c0\ub3c4 \ud559\uc2b5 \ubbf8\uc138 \uc870\uc815(SFT), \uac70\ubd80 \uc0d8\ud50c\ub9c1(RS), \uc9c1\uc811 \uc120\ud638 \ucd5c\uc801\ud654(DPO)\ub97c \uc2e4\ud589\ud569\ub2c8\ub2e4. \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\uc744 \uc0ac\uc6a9\ud574 \ub300\ub2e4\uc218\uc758 SFT \uc608\uc81c\ub97c \uc0dd\uc131\ud558\uace0, \uc774\ub97c \uc5ec\ub7ec \ubc88 \ubc18\ubcf5\ud574 \ubaa8\ub4e0 \uae30\ub2a5\uc5d0 \uac78\uccd0 \uc810\uc810 \ub354 \ub192\uc740 \ud488\uc9c8\uc758 \ud569\uc131 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc774\ub7ec\ud55c \ud569\uc131 \ub370\uc774\ud130\ub97c \ucd5c\uace0 \ud488\uc9c8\ub85c \ud544\ud130\ub9c1\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \uae30\uc220\uc5d0\ub3c4 \ud22c\uc790\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc5ec\ub7ec \uae30\ub2a5\uc5d0 \uac78\uccd0 \ubbf8\uc138 \uc870\uc815 \ub370\uc774\ud130\uc758 \uc591\uc744 \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub4e0 \uae30\ub2a5\uc5d0 \uac78\uccd0 \ub192\uc740 \ud488\uc9c8\uc758 \ubaa8\ub378\uc744 \uc0dd\uc131\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130\uc758 \uade0\ud615\uc744 \uc2e0\uc911\ud558\uac8c \uc870\uc815\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, 128K \ucee8\ud14d\uc2a4\ud2b8\ub85c \ud655\uc7a5\ud560 \ub54c\ub3c4 \uc9e7\uc740 \ucee8\ud14d\uc2a4\ud2b8 \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c \ubaa8\ub378\uc758 \ud488\uc9c8\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c, \uc548\uc804 \uc644\ud654 \uae30\ub2a5\uc744 \ucd94\uac00\ud558\uba74\uc11c\ub3c4 Llama \ubaa8\ub378\uc740 \uc5ec\uc804\ud788 \ucd5c\ub300\ud55c \uc720\uc6a9\ud55c \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Llama \uc2dc\uc2a4\ud15c Llama \ubaa8\ub378\uc740 \ud56d\uc0c1 \uc678\ubd80 \ub3c4\uad6c \ud638\ucd9c\uc744 \ud3ec\ud568\ud55c \uc5ec\ub7ec \uad6c\uc131 \uc694\uc18c\ub97c \uc870\uc815\ud560 \uc218 \uc788\ub294 \uc804\uccb4 AI \uc2dc\uc2a4\ud15c\uc758 \uc77c\ubd80\ub85c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. Meta\uc758 \ube44\uc804\uc740 \uac1c\ubc1c\uc790\uac00 \uae30\ubcf8 \ubaa8\ub378\uc744 \ub118\uc5b4 \uc790\uc2e0\uc758 \ube44\uc804\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158\uc744 \uc124\uacc4\ud558\uace0 \uc81c\uc791\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud558\ub294 \ub354 \ub113\uc740 \uc2dc\uc2a4\ud15c\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0dd\uac01\uc740 \uc9c0\ub09c\ud574 \ucc98\uc74c\uc73c\ub85c \ud575\uc2ec LLM \uc678\ubd80 \ucef4\ud3ec\ub10c\ud2b8\ub97c \ud1b5\ud569\ud558\uba74\uc11c \uc2dc\uc791\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ubaa8\ub378 \ub808\uc774\uc5b4\ub97c \ub118\uc5b4 Meta\ub97c \ud3ec\ud568\ud55c \ubaa8\ub4e0 \uc774\ub4e4\uc774 \ucc45\uc784\uac10 \uc788\uac8c AI\ub97c \uac1c\ubc1c\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uae30 \uc704\ud574, \uc5ec\ub7ec \uc0d8\ud50c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ubb3c\ub860 \ub2e4\uad6d\uc5b4 \ubcf4\uc548 \ubaa8\ub378\uc778 Llama Guard 3\uc640 \ud504\ub86c\ud504\ud2b8 \uc8fc\uc785 \ud544\ud130\uc778 Prompt Guard\uc640 \uac19\uc740 \uc0c8\ub85c\uc6b4 \uad6c\uc131 \uc694\uc18c\ub97c \ud3ec\ud568\ud558\ub294 \uc804\uccb4 \ucc38\uc870 \uc2dc\uc2a4\ud15c\uc744 \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0d8\ud50c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc624\ud508 \uc18c\uc2a4\ub85c \uc81c\uacf5\ub418\uba70, \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Llama System \ube44\uc804\uc758 \uad6c\uc131 \uc694\uc18c \uad6c\ud604\uc740 \uc544\uc9c1 \ubd84\uc0b0\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc131 \uc694\uc18c\uc758 \uc778\ud130\ud398\uc774\uc2a4\ub97c \ub354 \uc798 \uc815\uc758\ud558\uae30 \uc704\ud574 \uc5c5\uacc4, \uc2a4\ud0c0\ud2b8\uc5c5 \ubc0f \uc624\ud508 \uc18c\uc2a4 \ucee4\ubba4\ub2c8\ud2f0\uc640 \ud611\ub825\ud558\uae30 \uc2dc\uc791\ud588\uace0, &#8220;Llama Stack&#8221;\uc5d0 \ub300\ud55c \ud53c\ub4dc\ubc31 \uc694\uccad\uae00\uc744 GitHub\uc5d0 \uac8c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. Llama Stack\uc740 \ud45c\uc900 \ub3c4\uad6c \uccb4\uc778 \uad6c\uc131 \uc694\uc18c(\ubbf8\uc138 \uc870\uc815, \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131) \ubc0f \uc5d0\uc774\uc804\ud2b8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c \ud45c\uc900\ud654\ub41c \uc778\ud130\ud398\uc774\uc2a4 \uc138\ud2b8\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc778\ud130\ud398\uc774\uc2a4\uac00 \uc0dd\ud0dc\uacc4 \uc804\ubc18 \uac78\uccd0 \ucc44\ud0dd\ub418\uc5b4 \ub354 \uc26c\uc6b4 \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \ud574\ub2f9 \uc81c\uc548\uc5d0 \ub300\ud55c \ud53c\ub4dc\ubc31\uacfc \uac1c\uc120 \ubc29\uc548\uc744 \ud658\uc601\ud569\ub2c8\ub2e4. Llama\ub97c \uc911\uc2ec\uc73c\ub85c \uc0dd\ud0dc\uacc4\ub97c \uc131\uc7a5\uc2dc\ud0a4\uace0 \uac1c\ubc1c\uc790\uc640 \ud50c\ub7ab\ud3fc \uc81c\uacf5\uc790\uc758 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucd9c \uc218 \uc788\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4. \uac1c\ubc29\uc131\uc774 \uc774\ub044\ub294 \ud601\uc2e0 \ud3d0\uc1c4\ud615 \ubaa8\ub378\uacfc \ub2ec\ub9ac, Llama \ubaa8\ub378 \uac00\uc911\uce58\ub294 \ub2e4\uc6b4\ub85c\ub4dc \uac00\ub2a5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc790\uc2e0\uc758 \ub2c8\uc988\uc640 \uc751\uc6a9 \ubaa9\uc801\uc5d0 \ub530\ub77c \ubaa8\ub378\uc744 \uc644\uc804\ud788 \ub9de\ucda4\ud654\ud558\uace0, \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc14b\uc73c\ub85c \ud559\uc2b5\ud558\uac70\ub098 \ucd94\uac00 \ubbf8\uc138 \uc870\uc815\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub354 \ub113\uc740 \uac1c\ubc1c\uc790 \ucee4\ubba4\ub2c8\ud2f0 \ubc0f \uc804 \uc138\uacc4\uac00 \uc0dd\uc131\ud615 AI\uc758 \ud798\uc744 \ub354\uc6b1 \uc644\uc804\ud558\uac8c \uc2e4\ud604\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc790\uc2e0\uc758 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ub9de\ucdb0 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\ud560 \uc218 \uc788\uc73c\uba70, \uc628\ud504\ub808\ubbf8\uc2a4, \ud074\ub77c\uc6b0\ub4dc, \ub85c\uceec \ub7a9\ud0d1 \ub4f1 \ubaa8\ub4e0 \ud658\uacbd\uc5d0\uc11c \uc2e4\ud589\ud560 \uc218 \uc788\uc73c\uba70, \uc774 \ubaa8\ub4e0 \uacfc\uc815\uc5d0\uc11c Meta\uc640 \ub370\uc774\ud130\ub97c \uacf5\uc720\ud560 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. \ub9ce\uc740 \uc774\ub4e4\uc774 \ud3d0\uc1c4\ud615 \ubaa8\ub378\uc774 \ub354 \ube44\uc6a9 \ud6a8\uc728\uc801\uc774\ub77c\uace0 \uc8fc\uc7a5\ud558\uc9c0\ub9cc, Artificial Analysis\uc758 \ud14c\uc2a4\ud2b8\uc5d0 \ub530\ub974\uba74 Llama \ubaa8\ub378\uc740 \uc5c5\uacc4\uc5d0\uc11c \uac00\uc7a5 \ub0ae\uc740 \ud1a0\ud070\ub2f9 \ube44\uc6a9\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c \ub9c8\ud06c \uc800\ucee4\ubc84\uadf8\uac00 \uc5b8\uae09\ud588\ub4ef, \uc624\ud508\uc18c\uc2a4\ub294 \uc804 \uc138\uacc4\uc758 \ub354 \ub9ce\uc740 \uc0ac\ub78c\ub4e4\uc774 AI\uc758 \ud61c\ud0dd\uacfc \uae30\ud68c\uc5d0 \ub204\ub9b4 \uc218 \uc788\ub3c4\ub85d \ud558\uba70, \uad8c\ub825\uc774 \uc18c\uc218\uc5d0\uac8c \uc9d1\uc911\ub418\uc9c0 \uc54a\uac8c \ud558\uace0, \uae30\uc220\uc774 \uc0ac\ud68c \uc804\ubc18\uc5d0 \uac78\uccd0 \ubcf4\ub2e4 \uace0\ub974\uace0 \uc548\uc804\ud558\uac8c \ubc30\ud3ec\ub420 \uc218 \uc788\ub3c4\ub85d \ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\uac83\uc774 \ubc14\ub85c Meta\uac00 \uc624\ud508 \uc561\uc138\uc2a4 AI\uac00 \uc5c5\uacc4 \ud45c\uc900\uc774 \ub420 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc18d \ub178\ub825\ud558\ub294 \uc774\uc720\uc785\ub2c8\ub2e4. Meta\ub294 \uc774\uc804\uc758 Llama \ubaa8\ub378\uc744 \ud65c\uc6a9\ud574 \ucee4\ubba4\ub2c8\ud2f0\uac00 \ub180\ub77c\uc6b4 \uac83 \ub4e4\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc744 \ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 Llama\ub97c \uae30\ubc18\uc73c\ub85c WhatsApp\uacfc Messenger \ub0b4\uc5d0 \uc801\uc6a9\ub41c\u00a0 AI \ud559\uc2b5 \ub3c4\uc6b0\ubbf8, \uc784\uc0c1 \uc758\uc0ac \uacb0\uc815\uc744 \ub3d5\uae30 \uc704\ud574 \uc758\ub8cc \ubd84\uc57c\uc5d0 \ub9de\ucda4 \uc124\uacc4\ub41c LLM, \uadf8\ub9ac\uace0 \uc758\ub8cc \uc2dc\uc2a4\ud15c\uc774 \ud658\uc790\uc758 \uc785\uc6d0 \uc815\ubcf4\ub97c \uc548\uc804\ud558\uac8c \uad00\ub9ac\ud558\uace0 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ube0c\ub77c\uc9c8\uc758 \ube44\uc601\ub9ac \ud5ec\uc2a4\ucf00\uc5b4 \uc2a4\ud0c0\ud2b8\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub4e4\uc774 \uc624\ud508\uc18c\uc2a4\uc758 \ud798\uc744 \ube4c\ub824 \ucd5c\uc2e0 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \uc5b4\ub5a0\ud55c \uacb0\uacfc\ubb3c\uc744 \ub9cc\ub4e4\uc5b4\ub0bc\uc9c0 \uae30\ub300\uac00 \ub429\ub2c8\ub2e4. Llama 3.1 405B\uc640 \ud568\uaed8 \uad6c\ucd95\ud558\uae30 \uc77c\ubc18 \uac1c\ubc1c\uc790\uac00 405B \uaddc\ubaa8\uc758 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc740 \ub3c4\uc804\uc801\uc778 \uc77c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uac15\ub825\ud55c \ubaa8\ub378\uc774\uc9c0\ub9cc, \uc774\ub97c \ud65c\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc0c1\ub2f9\ud55c \ucef4\ud4e8\ud305 \uc790\uc6d0\uacfc \uc804\ubb38 \uc9c0\uc2dd\uc774 \ud544\uc694\ud558\ub2e4\ub294 \uac83\uc744 \uc778\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucee4\ubba4\ub2c8\ud2f0\uc640\uc758 \ub300\ud654\ub97c \ud1b5\ud574 \uc6b0\ub9ac\ub294 \uc0dd\uc131\ud615 AI \uac1c\ubc1c\uc5d0\ub294 \ub2e8\uc21c\ud788 \ubaa8\ub378\uc5d0 \uba85\ub839\uc744 \ubcf4\ub0b4\ub294 \uac83(prompting) \uc774\uc0c1\uc758 \ub9ce\uc740 \uc694\uc18c\uac00 \uc788\ub2e4\ub294 \uc0ac\uc2e4\uc744 \uc54c\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. Meta\ub294 \ubaa8\ub4e0 \uc0ac\ub78c\uc774 405B\ub97c \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub77c\uba70, \uc774\ub97c \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4: \uc2e4\uc2dc\uac04 \ubc0f \uc77c\uad04 \ucd94\ub860 \uc9c0\ub3c4 \ud559\uc2b5 \ubbf8\uc138 \uc870\uc815 \ud2b9\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub300\ud55c \ubaa8\ub378 \ud3c9\uac00 \uc9c0\uc18d\uc801\uc778 \uc0ac\uc804 \ud559\uc2b5 \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG) \ud568\uc218 \ud638\ucd9c \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131 Llama \uc0dd\ud0dc\uacc4\ub294 \ubc14\ub85c \uc774 \ubd80\ubd84\uc5d0\uc11c \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uccab\ub0a0\ubd80\ud130 405B \ubaa8\ub378\uc758 \ubaa8\ub4e0 \uace0\uae09 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \uc989\uc2dc \uac1c\ubc1c\uc744 \uc2dc\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uac1c\ubc1c\uc790\ub294 \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\ucc98\ub7fc \uace0\uae09 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uacbd\ud5d8\ud558\uace0, \ubaa8\ub378 \uacbd\ub7c9\ud654\ub97c \uc704\ud55c \ud134\ud0a4 \uc9c0\uce68\uc744 \ub530\ub974\uba70, AWS, NVIDIA \ubc0f Databricks\ub97c \ube44\ub86f\ud55c \ud30c\ud2b8\ub108\uc758 \uc194\ub8e8\uc158\uc744 \ud1b5\ud574 \uc6d0\ud65c\ud55c RAG\ub97c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub354\ubd88\uc5b4, Groq\uc740 \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub97c \uc704\ud574 \uc800\uc9c0\uc5f0 \ucd94\ub860\uc744 \ucd5c\uc801\ud654\ud588\uc73c\uba70, Dell\uc740 \uc628\ud504\ub808\ubbf8\uc2a4 \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub3c4 \uc774\uc640 \uc720\uc0ac\ud55c \ucd5c\uc801\ud654\ub97c \uc774\ub904\ub0c8\uc2b5\ub2c8\ub2e4. Meta\ub294 vLLM, TensorRT, PyTorch\uc640 \uac19\uc740 \uc8fc\uc694 \ucee4\ubba4\ub2c8\ud2f0 \ud504\ub85c\uc81d\ud2b8\uc640 \ud611\ub825\ud574 \ucee4\ubba4\ub2c8\ud2f0\uac00 \uacb0\uacfc\ubb3c \ubc30\ud3ec\ub97c \uc900\ube44\ud560 \uc218 \uc788\ub3c4\ub85d \uccab \ub0a0\ubd80\ud130 \uc9c0\uc6d0\ud574\uc654\uc2b5\ub2c8\ub2e4. \uc774\ubc88 405B \ubaa8\ub378\uc744 \ucd9c\uc2dc\ud568\uc73c\ub85c\uc368 \ucee4\ubba4\ub2c8\ud2f0 \uc804\ubc18\uc5d0 \uac78\uccd0 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud558\uace0, \uc774\ub7ec\ud55c \uaddc\ubaa8\uc758 \ubaa8\ub378\uc5d0 \ub300\ud55c \ucd94\ub860 \ubc0f \ubbf8\uc138\uc870\uc815\uc744 \ub354 \uc27d\uac8c \ub9cc\ub4e4\uba70, \ubaa8\ub378 \uacbd\ub7c9\ud654\uc5d0 \ub300\ud55c \ub2e4\uc74c \uc5f0\uad6c\ub97c \uac00\ub2a5\ud558\uac8c \ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. Llama 3.1 \ubaa8\ub378 \uceec\ub809\uc158\uc744 \uc0ac\uc6a9\ud574 \ubcf4\uc138\uc694. Meta\ub294 \ucee4\ubba4\ub2c8\ud2f0\uac00 \ucd5c\uc2e0 \ubaa8\ub378\ub85c \uc5b4\ub5a0\ud55c \uacb0\uacfc\ubb3c\uc744 \ub9cc\ub4e4\uc5b4 \ub0bc\uc9c0\uc5d0 \ub300\ud574 \uae30\ub300\uac00 \ub9e4\uc6b0 \ud07d\ub2c8\ub2e4. \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0\uacfc \uc99d\uac00\ub41c \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774\ub97c \ud65c\uc6a9\ud558\uc5ec \uc720\uc6a9\ud558\uace0 \uc0c8\ub85c\uc6b4 \uacbd\ud5d8\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \uc7a0\uc7ac\ub825\uc740 \ubb34\uad81\ubb34\uc9c4\ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 Llama Stack\uacfc \uc0c8\ub85c\uc6b4 \uc548\uc804 \ub3c4\uad6c\ub97c \ud1b5\ud574, \uc624\ud508 \uc18c\uc2a4 \ucee4\ubba4\ub2c8\ud2f0\uc640 \ud568\uaed8 \ucc45\uc784\uac10 \uc788\uac8c \uacc4\uc18d\ud574\uc11c \ubc1c\uc804\ud574 \ub098\uac08 \uc218 \uc788\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4. \ubaa8\ub378 \ucd9c\uc2dc \uc804, \uc6b0\ub9ac\ub294 \ub808\ub4dc\ud300\uacfc \uc548\uc804 \ubbf8\uc138 \uc870\uc815\uc744 \ud1b5\ud55c \ubc30\ud3ec \uc804 \uc704\ud5d8 \ubc1c\uacac \uc5f0\uc2b5 \ub4f1 \uc5ec\ub7ec \uc870\uce58\ub97c \ud1b5\ud574 \uc7a0\uc7ac\uc801\uc778 \uc704\ud5d8\uc744 \uc2dd\ubcc4, \ud3c9\uac00 \ubc0f \uc644\ud654\ud558\uae30 \uc704\ud574 \ub178\ub825\ud558\uace0 \uc788\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc678\ubd80 \ubc0f \ub0b4\ubd80 \uc804\ubb38\uac00\uc640 \ud568\uaed8 \uad11\ubc94\uc704\ud55c \ub808\ub4dc \ud300 \uc791\uc5c5\uc744 \uc218\ud589\ud558\uc5ec \ubaa8\ub378\uc5d0 \ub300\ud55c \uc2a4\ud2b8\ub808\uc2a4 \ud14c\uc2a4\ud2b8\ub97c \uc9c4\ud589\ud558\uace0, \uc608\uc0c1\uce58 \ubabb\ud55c \uc0ac\uc6a9 \ubc29\uc2dd\uc744 \ucc3e\uc544\ub0b4\uace0 \uc788\ub2c8\ub2e4. (\ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c\uc744 \ud1b5\ud574 Llama 3.1 \ubaa8\ub378 \uceec\ub809\uc158\uc744 \ucc45\uc784\uac10 \uc788\uac8c \ud655\uc7a5\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc138\uc694.) \uc774\ub294 \uc5ed\ub300 \ucd5c\ub300 \uaddc\ubaa8\uc758 \ubaa8\ub378\uc774\uc9c0\ub9cc, \uc544\uc9c1 \uac1c\ucc99\ud574\uc57c \ud560 \uc601\uc5ed\uc774 \ub9ce\uc774 \ub0a8\uc544 \uc788\ub2e4\uace0 \uc0dd\uac01\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub2e4\uc591\ud55c \uae30\uae30\uc5d0\uc11c \uc801\uc6a9 \uac00\ub2a5\ud55c \ud06c\uae30, \ucd94\uac00\uc801\uc778 \ubaa8\ub2ec\ub9ac\ud2f0, \uc5d0\uc774\uc804\ud2b8 \ud50c\ub7ab\ud3fc \uacc4\uce35\uc5d0 \ub300\ud55c \ub354 \ub9ce\uc740 \ud22c\uc790 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc5b8\uc81c\ub098 \uadf8\ub7ac\ub4ef, \ucee4\ubba4\ub2c8\ud2f0\uac00 \uc774 \ubaa8\ub378\ub4e4\uc744 \ud65c\uc6a9\ud574 \uad6c\ucd95\ud560 \ub180\ub77c\uc6b4 \uc81c\ud488\uacfc \uacbd\ud5d8\uc744 \uae30\ub300\ud569\ub2c8\ub2e4. \uc774 \uc791\uc5c5\uc740 AI \ucee4\ubba4\ub2c8\ud2f0 \uc804\ubc18\uc758 \ud30c\ud2b8\ub108\ub4e4\uc758 \uc9c0\uc6d0\uc744 \ubc1b\uc558\uc2b5\ub2c8\ub2e4. \ud30c\ud2b8\ub108\ub4e4\uc5d0\uac8c \uac10\uc0ac\uc758 \ub9d0\uc500\uc744 \ub4dc\ub9bd\ub2c8\ub2e4. (\uc54c\ud30c\ubcb3 \uc21c\uc11c\ub85c \ub098\uc5f4): Accenture, Amazon Web Services, AMD, Anyscale, CloudFlare, Databricks, Dell, Deloitte, Fireworks.ai, Google Cloud, Groq, Hugging Face, IBM WatsonX, Infosys, Intel, Kaggle, Microsoft Azure, NVIDIA, OctoAI, Oracle Cloud, PwC, Replicate, Sarvam AI, Scale.AI, SNCF, Snowflake, Together AI \ubc0f UC Berkeley Sky Computing Lab\uc5d0\uc11c \uac1c\ubc1c\ud55c vLLM \ud504\ub85c\uc81d\ud2b8 *\uc601\uc5b4 \uc6d0\ubb38 \ubcf4\uae30\" \/>\n<meta property=\"og:url\" content=\"https:\/\/about.fb.com\/ko\/news\/2024\/07\/introducing-llama-3-1-our-most-capable-models-to-date\/\" \/>\n<meta property=\"og:site_name\" content=\"Meta \uc18c\uac1c\" \/>\n<meta property=\"article:published_time\" content=\"2024-07-23T07:52:11+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-07-30T08:14:50+00:00\" \/>\n<meta property=\"og:image\" 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Meta\ub294 Llama\ub97c \ud558\ub098\uc758 \uc644\uc804\ud55c \uc2dc\uc2a4\ud15c\uc73c\ub85c \uacc4\uc18d\ud574\uc11c \ubc1c\uc804\uc2dc\ud0a4\uae30 \uc704\ud574 \ucc38\uc870 \uc2dc\uc2a4\ud15c \ub4f1 \ub354 \ub9ce\uc740 \uad6c\uc131 \uc694\uc18c\ub97c \uc81c\uacf5\ud574 \ub098\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uc790\uc2e0\ub9cc\uc758 \ub9de\ucda4\ud615 \uc5d0\uc774\uc804\ud2b8\uc640 \uc0c8\ub85c\uc6b4 \uc720\ud615\uc758 \uc5d0\uc774\uc804\ud2b8 \ub3d9\uc791\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ub3c4\uad6c\ub4e4\uc744 \uc81c\uacf5\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \ucc45\uc784\uac10 \uc788\ub294 \uac1c\ubc1c\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 Llama Guard 3\uc640 Prompt Guard \ub4f1 \uc0c8\ub85c\uc6b4 \ubcf4\uc548 \ubc0f \uc548\uc804 \ub3c4\uad6c\ub3c4 \uc81c\uacf5\ud558\uba70 \uc2dc\uc2a4\ud15c\uc744 \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc368\ub4dc\ud30c\ud2f0 \ud504\ub85c\uc81d\ud2b8\uac00 Llama \ubaa8\ub378\uc744 \ub354 \uc27d\uac8c \ud65c\uc6a9\ud558\ub3c4\ub85d \ub3d5\ub294 \ud45c\uc900 \uc778\ud130\ud398\uc774\uc2a4 Llama Stack API\uc5d0 \ub300\ud55c \uacf5\uac1c\uc801\uc778 \ud53c\ub4dc\ubc31\ub3c4 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\ud0dc\uacc4\ub294 \uc900\ube44\ub3fc \uc788\uc73c\uba70 \ucd9c\uc2dc \uccab \ub0a0\ubd80\ud130 AWS, NVIDIA, Databricks, Groq, Dell, Azure, Google Cloud, Snowflake \ub4f1 25\uac1c \uc774\uc0c1\uc758 \ud30c\ud2b8\ub108\uac00 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubbf8\uad6d\uc5d0\uc11c\ub294 WhatsApp\uacfc meta.ai\uc5d0\uc11c Llama 3.1 405B \ubaa8\ub378\ub85c \uc5b4\ub824\uc6b4 \uc218\ud559 \ubb38\uc81c\ub098 \ucf54\ub529 \ubb38\uc81c\ub97c \ud480\uc5b4\ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0 \uc9c0\uae08\uae4c\uc9c0 \uc624\ud508 \uc18c\uc2a4 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uae30\ub2a5\uc774\ub098 \uc131\ub2a5 \uba74\uc5d0\uc11c \ub300\ubd80\ubd84 \ud3d0\uc1c4\ud615 \uc5b8\uc5b4 \ubaa8\ub378\uc5d0 \ube44\ud574 \ub4a4\uccd0\uc838 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\uc81c Meta\ub294 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\uc774 \uc774\ub044\ub294 \uc0c8\ub85c\uc6b4 \uc2dc\ub300\ub97c \uc5f4\uace0\uc790 \ud569\ub2c8\ub2e4. Meta\ub294 \uc138\uacc4 \ucd5c\ub300 \uaddc\ubaa8\uc774\uc790 \uac00\uc7a5 \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc758 \uc624\ud508 \uc18c\uc2a4 \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\uc778 Llama 3.1 405B\ub97c \uacf5\uac1c \ucd9c\uc2dc\ud569\ub2c8\ub2e4. \ud604\uc7ac\uae4c\uc9c0 Llama\uc758 \ub2e4\uc591\ud55c \ubc84\uc804 \ubaa8\ub378\ub4e4\uc740 \ucd1d\u00a0 3\uc5b5 \uac74 \uc774\uc0c1 \ub2e4\uc6b4\ub85c\ub4dc\ub410\uc73c\uba70, \uc774\ub294 \uc774\uc81c \uc2dc\uc791\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. Llama 3.1 \uc18c\uac1c Llama 3.1 405B\ub294 \uc77c\ubc18 \uc9c0\uc2dd \ucc98\ub9ac, \ud1b5\uc81c \uac00\ub2a5\uc131, \uc218\ud559, \ub3c4\uad6c \uc0ac\uc6a9, \ub2e4\uad6d\uc5b4 \ubc88\uc5ed\uc5d0 \uc788\uc5b4 \ucd5c\uc0c1\uae09 AI \ubaa8\ub378\uc5d0 \ud544\uc801\ud558\ub294 \ub6f0\uc5b4\ub09c \uc5ed\ub7c9\uc744 \uac16\ucd98 \ucd5c\ucd08\uc758 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\uc785\ub2c8\ub2e4. 405B \ubaa8\ub378\uc758 \ucd9c\uc2dc\ub85c Meta\ub294 \ud601\uc2e0\uc744 \uac00\uc18d\ud654\ud560 \uc900\ube44\uac00 \ub418\uc5c8\uc73c\uba70, \uc131\uc7a5\uacfc \ud0d0\ud5d8\uc5d0 \uc788\uc5b4 \uc804\ub840 \uc5c6\ub294 \uae30\ud68c\ub97c \ub9de\uc774\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \uc774 \ucd5c\uc2e0\u00a0 \ubc84\uc804\uc774 \uc0c8\ub85c\uc6b4 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uacfc \ubaa8\ub378\ub9c1 \ud328\ub7ec\ub2e4\uc784\uc744 \ucd09\ubc1c\ud560 \uac83\uc774\ub77c \ubbff\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d4 \uc18c\uaddc\ubaa8 \ubaa8\ub378\uc758 \uac1c\uc120\uacfc \ud559\uc2b5\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc774 \uc815\ub3c4 \uaddc\ubaa8\uc758 \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378\uc5d0\uc11c \uad6c\ud604\ub41c \uc801 \uc5c6\ub358 \ubaa8\ub378 \uacbd\ub7c9\ud654 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ubc88 \ucd9c\uc2dc\uc5d0\ub294 8B\uc640 70B \ubaa8\ub378\uc758 \uc5c5\uadf8\ub808\uc774\ub4dc \ubc84\uc804\ub3c4 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774 \ub450 \ubaa8\ub378\uc740 \ub2e4\uad6d\uc5b4\ub97c \uc9c0\uc6d0\ud558\uba70, 12\ub9cc8000\uac1c(128K)\ub85c \ud6e8\uc52c \uae38\uc5b4\uc9c4 \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774, \ucd5c\ucca8\ub2e8 \ub3c4\uad6c \uc0ac\uc6a9\uacfc \uc804\ubc18\uc801\uc73c\ub85c \ud5a5\uc0c1\ub41c \uac15\ub825\ud55c \ucd94\ub860 \ub2a5\ub825\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ucd5c\uc2e0 \ubaa8\ub378\uc740 \uc7a5\ubb38\uc758 \ud14d\uc2a4\ud2b8 \uc694\uc57d, \ub2e4\uad6d\uc5b4 \ub300\ud654 \uc5d0\uc774\uc804\ud2b8, \ucf54\ub529 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\uc640 \uac19\uc740 \uace0\ucc28\uc6d0 \uc0ac\uc6a9 \uc0ac\ub840\ub97c \uac1c\ubc1c\ud558\ub294 \ub370 \uae30\uc5ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c 405B\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uaddc\ubaa8\uc758 Llama \ubaa8\ub378\uc758 \ucd9c\ub825\ubb3c\uc744 \ub2e4\ub978 \ubaa8\ub378\uc744 \uac1c\uc120\ud558\ub294\ub370 \uc4f8 \uc218 \ub77c\uc774\uc120\uc2a4\ub97c \ubcc0\uacbd\ud588\uc2b5\ub2c8\ub2e4. \uc624\ud508 \uc18c\uc2a4\ub97c \ud5a5\ud55c Meta\uc758 \ube44\uc804\uc5d0 \ub530\ub77c, \uc774 \ubaa8\ub378\ub4e4\uc744 llama.meta.com\uacfc Hugging Face\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uace0, \ud30c\ud2b8\ub108 \ud50c\ub7ab\ud3fc\uc758 \uad11\ubc94\uc704\ud55c \uc0dd\ud0dc\uacc4\uc5d0\uc11c \uc989\uc2dc \uac1c\ubc1c\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4. \ubaa8\ub378 \ud3c9\uac00 \uc774\ubc88 \ucd9c\uc2dc\ub97c \uc704\ud574 Meta\ub294 \ub2e4\uc591\ud55c \uc5b8\uc5b4\ub97c \ud3ec\ud568\ud55c 150\uac1c \uc774\uc0c1\uc758 \ubca4\uce58\ub9c8\ud06c \ub370\uc774\ud130 \uc14b\uc5d0\uc11c \uc131\ub2a5\uc744 \ud3c9\uac00\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc2e4\uc81c \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c Llama 3.1\uacfc \uacbd\uc7c1 \ubaa8\ub378\ub4e4\uc744 \ube44\uad50\ud558\ub294 \uac15\ud654\ub41c \uc778\uc801 \ud3c9\uac00(human evaluation)\ub3c4 \uc2e4\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc2e4\ud5d8 \uacb0\uacfc, \uc6b0\ub9ac\uc758 \ud50c\ub798\uadf8\uc27d \ubaa8\ub378\uc740 \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c GPT-4, GPT-4o, Claude 3.5 Sonnet \ub4f1 \uc8fc\uc694 \ud30c\uc6b4\ub370\uc774\uc158 \ubaa8\ub378\ub4e4\uacfc \uacac\uc918 \ubcfc \ub54c \uacbd\uc7c1\ub825 \uc788\ub294 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc6b0\ub9ac\uc758 \uc18c\uaddc\ubaa8 \ubaa8\ub378\ub4e4\ub3c4 \uc720\uc0ac\ud55c \uc218\uc758 \ud30c\ub77c\ubbf8\ud130\ub97c \uac00\uc9c4 \ub2e4\ub978 \ud3d0\uc1c4\ud615 \ubc0f \uac1c\ubc29\ud615 \ubaa8\ub378\uacfc \ube44\uad50\ud574 \uacbd\uc7c1\ub825\uc744 \uac16\ucd94\uace0\u00a0 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98 \uc5ed\ub300 \ucd5c\ub300 \uaddc\ubaa8\uc758 \ubaa8\ub378\uc778\u00a0 Llama 3.1 405B\ub97c 15\uc870 \uac1c\uac00 \ub118\ub294 \ud1a0\ud070\uc73c\ub85c \ud6c8\ub828\uc2dc\ud0a4\ub294 \uac83\uc740 \ud070 \ub3c4\uc804\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uaddc\ubaa8\ub85c \ud559\uc2b5\uc744 \uc9c4\ud589\ud558\uace0 \ud569\ub9ac\uc801\uc778 \uc2dc\uac04 \ub0b4\uc5d0 \uacb0\uacfc\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud574, \uc804\uccb4 \ud6c8\ub828 \uc2a4\ud0dd\uc744 \ub300\ud3ed \ucd5c\uc801\ud654\ud558\uace0 \ubaa8\ub378 \ud559\uc2b5\uc744 16,000\uac1c \uc774\uc0c1\uc758 H100 GPU\ub85c \ud655\uc7a5\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 405B\ub294 \uc774 \uaddc\ubaa8\ub85c \ud559\uc2b5\ub41c \ucd5c\ucd08\uc758 Llama \ubaa8\ub378\uc774 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574, Meta\ub294 \ubaa8\ub378 \uac1c\ubc1c \uacfc\uc815\uc744 \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \ub2e8\uc21c\ud558\uac8c \uc720\uc9c0\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc124\uacc4\ub97c \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4. \ud6c8\ub828 \uc548\uc815\uc131\uc744 \ucd5c\ub300\ud654\ud558\uae30 \uc704\ud574 \ud558\uc774\ube0c\ub9ac\ub4dc \uc804\ubb38\uac00 \ubaa8\ub378 \ub300\uc2e0 \uc18c\ud3ed\uc758 \uc870\uc815\uc774 \uc801\uc6a9\ub41c \ud45c\uc900 \ub514\ucf54\ub354 \uc804\uc6a9 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\ub97c \uc120\ud0dd\ud588\uc2b5\ub2c8\ub2e4. \uac01 \ub77c\uc6b4\ub4dc\ub9c8\ub2e4 \uc9c0\ub3c4 \ud559\uc2b5 \ubbf8\uc138 \uc870\uc815(SFT; Supervised Fine-Tuning)\uacfc \uc9c1\uc811 \uc120\ud638 \ucd5c\uc801\ud654(DPO; Direct Preferred Optimization)\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc18\ubcf5\uc801\uc778 \uc0ac\ud6c4 \ud6c8\ub828 \uc808\ucc28\ub97c \ucc44\ud0dd\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac01 \ub77c\uc6b4\ub4dc\uc5d0\uc11c \ucd5c\uace0 \ud488\uc9c8\uc758 \ud569\uc131 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud558\uace0 \ubaa8\ub4e0 \uae30\ub2a5\uc758 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\uc804 \ubc84\uc804\uc758 Llama\uc640 \ube44\uad50\ud588\uc744 \ub54c, \uc0ac\uc804 \ubc0f \uc0ac\ud6c4 \ud6c8\ub828\uc5d0 \uc0ac\uc6a9\ud558\ub294 \ub370\uc774\ud130\uc758 \uc591\uacfc \uc9c8\uc774 \ubaa8\ub450 \uac1c\uc120\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uac1c\uc120 \uc0ac\ud56d\uc5d0\ub294 \uc0ac\uc804 \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ubcf4\ub2e4 \uc2e0\uc911\ud55c \uc804\ucc98\ub9ac \ubc0f \ud050\ub808\uc774\uc158 \ud30c\uc774\ud504\ub77c\uc778 \uac1c\ubc1c, \uc0ac\ud6c4 \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ub354\uc6b1 \uc5c4\uaca9\ud55c \ud488\uc9c8 \ubcf4\uc99d \uac1c\ubc1c \ubc0f \ud544\ud130\ub9c1 \uc811\uadfc \ubc29\uc2dd\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uc2a4\ucf00\uc77c\ub9c1 \ubc95\uce59\uc5d0 \ub530\ub77c, \uc6b0\ub9ac\uc758 \uc0c8 \ud50c\ub798\uadf8\uc2ed \ubaa8\ub378\uc740 \uc608\uc0c1\ud588\ub358 \ub300\ub85c \ub3d9\uc77c\ud55c \uc808\ucc28\ub85c \ud6c8\ub828\ub41c \uc18c\uaddc\ubaa8 \ubaa8\ub378\ub4e4\uc744 \ub2a5\uac00\ud569\ub2c8\ub2e4. \ub610\ud55c 405B \ud30c\ub77c\ubbf8\ud130 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud574 \uc18c\uaddc\ubaa8 \ubaa8\ub378\uc758 \uc0ac\ud6c4 \ud559\uc2b5 \ud488\uc9c8\ub3c4 \uac1c\uc120\ud588\uc2b5\ub2c8\ub2e4. 405B \ubaa8\ub378\uc758 \ub300\uaddc\ubaa8 \ucd94\ub860 \ucd9c\ub825\uc744 \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \ubaa8\ub378\uc744 16\ube44\ud2b8(BF16)\uc5d0\uc11c 8\ube44\ud2b8(FP8) \uc22b\uc790\ub85c \uc591\uc790\ud654\ud558\uc5ec \ud544\uc694\ud55c \uacc4\uc0b0 \uc694\uad6c \uc0ac\ud56d\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ub0ae\ucd94\uace0 \ub2e8\uc77c \uc11c\ubc84 \ub178\ub4dc \ub0b4\uc5d0\uc11c \ubaa8\ub378\uc744 \uc2e4\ud589\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4. \uba85\ub839 \ubc0f \ucc44\ud305 \ubbf8\uc138 \uc870\uc815 Llama 3.1 405B\uc5d0\uc11c\ub294 \ub192\uc740 \uc218\uc900\uc758 \uc548\uc804\uc131\uc744 \ubcf4\uc7a5\ud558\uba74\uc11c\ub3c4 \uc0ac\uc6a9\uc790 \uc9c0\uc2dc\uc5d0 \ub300\ud55c \ubaa8\ub378\uc758 \uc720\uc6a9\uc131, \ud488\uc9c8, \uc790\uc138\ud55c \uc9c0\uce68 \uc900\uc218 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \ub178\ub825\ud588\uc2b5\ub2c8\ub2e4. \uac00\uc7a5 \ud070 \ub3c4\uc804 \uacfc\uc81c\ub294 \ub354 \ub9ce\uc740 \uae30\ub2a5 \uc9c0\uc6d0, 128K \ucee8\ud14d\uc2a4\ud2b8 \ucc3d, \uc99d\uac00\ub41c \ubaa8\ub378 \ud06c\uae30\uc600\uc2b5\ub2c8\ub2e4. \uc0ac\ud6c4 \ud559\uc2b5 \ub2e8\uacc4\uc5d0\uc11c\ub294 \uc0ac\uc804 \ud559\uc2b5\ub41c \ubaa8\ub378\uc744 \ubc14\ud0d5\uc73c\ub85c \uc5ec\ub7ec \ucc28\ub840\uc758 \uc815\ub82c\uc744 \uc218\ud589\ud558\uc5ec \ucd5c\uc885 \ub300\ud654 \ubaa8\ub378\uc744 \uc0dd\uc131\ud588\uc2b5\ub2c8\ub2e4. \uac01 \ub77c\uc6b4\ub4dc\uc5d0\uc11c\ub294 \uc9c0\ub3c4 \ud559\uc2b5 \ubbf8\uc138 \uc870\uc815(SFT), \uac70\ubd80 \uc0d8\ud50c\ub9c1(RS), \uc9c1\uc811 \uc120\ud638 \ucd5c\uc801\ud654(DPO)\ub97c \uc2e4\ud589\ud569\ub2c8\ub2e4. \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\uc744 \uc0ac\uc6a9\ud574 \ub300\ub2e4\uc218\uc758 SFT \uc608\uc81c\ub97c \uc0dd\uc131\ud558\uace0, \uc774\ub97c \uc5ec\ub7ec \ubc88 \ubc18\ubcf5\ud574 \ubaa8\ub4e0 \uae30\ub2a5\uc5d0 \uac78\uccd0 \uc810\uc810 \ub354 \ub192\uc740 \ud488\uc9c8\uc758 \ud569\uc131 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \ub610\ud55c, \uc774\ub7ec\ud55c \ud569\uc131 \ub370\uc774\ud130\ub97c \ucd5c\uace0 \ud488\uc9c8\ub85c \ud544\ud130\ub9c1\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \uae30\uc220\uc5d0\ub3c4 \ud22c\uc790\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc5ec\ub7ec \uae30\ub2a5\uc5d0 \uac78\uccd0 \ubbf8\uc138 \uc870\uc815 \ub370\uc774\ud130\uc758 \uc591\uc744 \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub4e0 \uae30\ub2a5\uc5d0 \uac78\uccd0 \ub192\uc740 \ud488\uc9c8\uc758 \ubaa8\ub378\uc744 \uc0dd\uc131\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130\uc758 \uade0\ud615\uc744 \uc2e0\uc911\ud558\uac8c \uc870\uc815\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, 128K \ucee8\ud14d\uc2a4\ud2b8\ub85c \ud655\uc7a5\ud560 \ub54c\ub3c4 \uc9e7\uc740 \ucee8\ud14d\uc2a4\ud2b8 \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c \ubaa8\ub378\uc758 \ud488\uc9c8\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4. \ub9c8\ucc2c\uac00\uc9c0\ub85c, \uc548\uc804 \uc644\ud654 \uae30\ub2a5\uc744 \ucd94\uac00\ud558\uba74\uc11c\ub3c4 Llama \ubaa8\ub378\uc740 \uc5ec\uc804\ud788 \ucd5c\ub300\ud55c \uc720\uc6a9\ud55c \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Llama \uc2dc\uc2a4\ud15c Llama \ubaa8\ub378\uc740 \ud56d\uc0c1 \uc678\ubd80 \ub3c4\uad6c \ud638\ucd9c\uc744 \ud3ec\ud568\ud55c \uc5ec\ub7ec \uad6c\uc131 \uc694\uc18c\ub97c \uc870\uc815\ud560 \uc218 \uc788\ub294 \uc804\uccb4 AI \uc2dc\uc2a4\ud15c\uc758 \uc77c\ubd80\ub85c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. Meta\uc758 \ube44\uc804\uc740 \uac1c\ubc1c\uc790\uac00 \uae30\ubcf8 \ubaa8\ub378\uc744 \ub118\uc5b4 \uc790\uc2e0\uc758 \ube44\uc804\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158\uc744 \uc124\uacc4\ud558\uace0 \uc81c\uc791\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud558\ub294 \ub354 \ub113\uc740 \uc2dc\uc2a4\ud15c\uc5d0 \uc811\uadfc\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0dd\uac01\uc740 \uc9c0\ub09c\ud574 \ucc98\uc74c\uc73c\ub85c \ud575\uc2ec LLM \uc678\ubd80 \ucef4\ud3ec\ub10c\ud2b8\ub97c \ud1b5\ud569\ud558\uba74\uc11c \uc2dc\uc791\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ubaa8\ub378 \ub808\uc774\uc5b4\ub97c \ub118\uc5b4 Meta\ub97c \ud3ec\ud568\ud55c \ubaa8\ub4e0 \uc774\ub4e4\uc774 \ucc45\uc784\uac10 \uc788\uac8c AI\ub97c \uac1c\ubc1c\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uae30 \uc704\ud574, \uc5ec\ub7ec \uc0d8\ud50c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ubb3c\ub860 \ub2e4\uad6d\uc5b4 \ubcf4\uc548 \ubaa8\ub378\uc778 Llama Guard 3\uc640 \ud504\ub86c\ud504\ud2b8 \uc8fc\uc785 \ud544\ud130\uc778 Prompt Guard\uc640 \uac19\uc740 \uc0c8\ub85c\uc6b4 \uad6c\uc131 \uc694\uc18c\ub97c \ud3ec\ud568\ud558\ub294 \uc804\uccb4 \ucc38\uc870 \uc2dc\uc2a4\ud15c\uc744 \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc0d8\ud50c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc624\ud508 \uc18c\uc2a4\ub85c \uc81c\uacf5\ub418\uba70, \ucee4\ubba4\ub2c8\ud2f0\ub294 \uc774\ub97c \uae30\ubc18\uc73c\ub85c \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Llama System \ube44\uc804\uc758 \uad6c\uc131 \uc694\uc18c \uad6c\ud604\uc740 \uc544\uc9c1 \ubd84\uc0b0\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\uc131 \uc694\uc18c\uc758 \uc778\ud130\ud398\uc774\uc2a4\ub97c \ub354 \uc798 \uc815\uc758\ud558\uae30 \uc704\ud574 \uc5c5\uacc4, \uc2a4\ud0c0\ud2b8\uc5c5 \ubc0f \uc624\ud508 \uc18c\uc2a4 \ucee4\ubba4\ub2c8\ud2f0\uc640 \ud611\ub825\ud558\uae30 \uc2dc\uc791\ud588\uace0, &#8220;Llama Stack&#8221;\uc5d0 \ub300\ud55c \ud53c\ub4dc\ubc31 \uc694\uccad\uae00\uc744 GitHub\uc5d0 \uac8c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. Llama Stack\uc740 \ud45c\uc900 \ub3c4\uad6c \uccb4\uc778 \uad6c\uc131 \uc694\uc18c(\ubbf8\uc138 \uc870\uc815, \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131) \ubc0f \uc5d0\uc774\uc804\ud2b8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c \ud45c\uc900\ud654\ub41c \uc778\ud130\ud398\uc774\uc2a4 \uc138\ud2b8\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc778\ud130\ud398\uc774\uc2a4\uac00 \uc0dd\ud0dc\uacc4 \uc804\ubc18 \uac78\uccd0 \ucc44\ud0dd\ub418\uc5b4 \ub354 \uc26c\uc6b4 \uc0c1\ud638 \uc6b4\uc6a9\uc131\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \ud574\ub2f9 \uc81c\uc548\uc5d0 \ub300\ud55c \ud53c\ub4dc\ubc31\uacfc \uac1c\uc120 \ubc29\uc548\uc744 \ud658\uc601\ud569\ub2c8\ub2e4. Llama\ub97c \uc911\uc2ec\uc73c\ub85c \uc0dd\ud0dc\uacc4\ub97c \uc131\uc7a5\uc2dc\ud0a4\uace0 \uac1c\ubc1c\uc790\uc640 \ud50c\ub7ab\ud3fc \uc81c\uacf5\uc790\uc758 \uc9c4\uc785 \uc7a5\ubcbd\uc744 \ub0ae\ucd9c \uc218 \uc788\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4. \uac1c\ubc29\uc131\uc774 \uc774\ub044\ub294 \ud601\uc2e0 \ud3d0\uc1c4\ud615 \ubaa8\ub378\uacfc \ub2ec\ub9ac, Llama \ubaa8\ub378 \uac00\uc911\uce58\ub294 \ub2e4\uc6b4\ub85c\ub4dc \uac00\ub2a5\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc790\uc2e0\uc758 \ub2c8\uc988\uc640 \uc751\uc6a9 \ubaa9\uc801\uc5d0 \ub530\ub77c \ubaa8\ub378\uc744 \uc644\uc804\ud788 \ub9de\ucda4\ud654\ud558\uace0, \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc14b\uc73c\ub85c \ud559\uc2b5\ud558\uac70\ub098 \ucd94\uac00 \ubbf8\uc138 \uc870\uc815\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub354 \ub113\uc740 \uac1c\ubc1c\uc790 \ucee4\ubba4\ub2c8\ud2f0 \ubc0f \uc804 \uc138\uacc4\uac00 \uc0dd\uc131\ud615 AI\uc758 \ud798\uc744 \ub354\uc6b1 \uc644\uc804\ud558\uac8c \uc2e4\ud604\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uc790\uc2e0\uc758 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ub9de\ucdb0 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\ud560 \uc218 \uc788\uc73c\uba70, \uc628\ud504\ub808\ubbf8\uc2a4, \ud074\ub77c\uc6b0\ub4dc, \ub85c\uceec \ub7a9\ud0d1 \ub4f1 \ubaa8\ub4e0 \ud658\uacbd\uc5d0\uc11c \uc2e4\ud589\ud560 \uc218 \uc788\uc73c\uba70, \uc774 \ubaa8\ub4e0 \uacfc\uc815\uc5d0\uc11c Meta\uc640 \ub370\uc774\ud130\ub97c \uacf5\uc720\ud560 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. \ub9ce\uc740 \uc774\ub4e4\uc774 \ud3d0\uc1c4\ud615 \ubaa8\ub378\uc774 \ub354 \ube44\uc6a9 \ud6a8\uc728\uc801\uc774\ub77c\uace0 \uc8fc\uc7a5\ud558\uc9c0\ub9cc, Artificial Analysis\uc758 \ud14c\uc2a4\ud2b8\uc5d0 \ub530\ub974\uba74 Llama \ubaa8\ub378\uc740 \uc5c5\uacc4\uc5d0\uc11c \uac00\uc7a5 \ub0ae\uc740 \ud1a0\ud070\ub2f9 \ube44\uc6a9\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c \ub9c8\ud06c \uc800\ucee4\ubc84\uadf8\uac00 \uc5b8\uae09\ud588\ub4ef, \uc624\ud508\uc18c\uc2a4\ub294 \uc804 \uc138\uacc4\uc758 \ub354 \ub9ce\uc740 \uc0ac\ub78c\ub4e4\uc774 AI\uc758 \ud61c\ud0dd\uacfc \uae30\ud68c\uc5d0 \ub204\ub9b4 \uc218 \uc788\ub3c4\ub85d \ud558\uba70, \uad8c\ub825\uc774 \uc18c\uc218\uc5d0\uac8c \uc9d1\uc911\ub418\uc9c0 \uc54a\uac8c \ud558\uace0, \uae30\uc220\uc774 \uc0ac\ud68c \uc804\ubc18\uc5d0 \uac78\uccd0 \ubcf4\ub2e4 \uace0\ub974\uace0 \uc548\uc804\ud558\uac8c \ubc30\ud3ec\ub420 \uc218 \uc788\ub3c4\ub85d \ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\uac83\uc774 \ubc14\ub85c Meta\uac00 \uc624\ud508 \uc561\uc138\uc2a4 AI\uac00 \uc5c5\uacc4 \ud45c\uc900\uc774 \ub420 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc18d \ub178\ub825\ud558\ub294 \uc774\uc720\uc785\ub2c8\ub2e4. Meta\ub294 \uc774\uc804\uc758 Llama \ubaa8\ub378\uc744 \ud65c\uc6a9\ud574 \ucee4\ubba4\ub2c8\ud2f0\uac00 \ub180\ub77c\uc6b4 \uac83 \ub4e4\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc744 \ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 Llama\ub97c \uae30\ubc18\uc73c\ub85c WhatsApp\uacfc Messenger \ub0b4\uc5d0 \uc801\uc6a9\ub41c\u00a0 AI \ud559\uc2b5 \ub3c4\uc6b0\ubbf8, \uc784\uc0c1 \uc758\uc0ac \uacb0\uc815\uc744 \ub3d5\uae30 \uc704\ud574 \uc758\ub8cc \ubd84\uc57c\uc5d0 \ub9de\ucda4 \uc124\uacc4\ub41c LLM, \uadf8\ub9ac\uace0 \uc758\ub8cc \uc2dc\uc2a4\ud15c\uc774 \ud658\uc790\uc758 \uc785\uc6d0 \uc815\ubcf4\ub97c \uc548\uc804\ud558\uac8c \uad00\ub9ac\ud558\uace0 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ube0c\ub77c\uc9c8\uc758 \ube44\uc601\ub9ac \ud5ec\uc2a4\ucf00\uc5b4 \uc2a4\ud0c0\ud2b8\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub4e4\uc774 \uc624\ud508\uc18c\uc2a4\uc758 \ud798\uc744 \ube4c\ub824 \ucd5c\uc2e0 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \uc5b4\ub5a0\ud55c \uacb0\uacfc\ubb3c\uc744 \ub9cc\ub4e4\uc5b4\ub0bc\uc9c0 \uae30\ub300\uac00 \ub429\ub2c8\ub2e4. Llama 3.1 405B\uc640 \ud568\uaed8 \uad6c\ucd95\ud558\uae30 \uc77c\ubc18 \uac1c\ubc1c\uc790\uac00 405B \uaddc\ubaa8\uc758 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc740 \ub3c4\uc804\uc801\uc778 \uc77c\uc785\ub2c8\ub2e4. \ub9e4\uc6b0 \uac15\ub825\ud55c \ubaa8\ub378\uc774\uc9c0\ub9cc, \uc774\ub97c \ud65c\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc0c1\ub2f9\ud55c \ucef4\ud4e8\ud305 \uc790\uc6d0\uacfc \uc804\ubb38 \uc9c0\uc2dd\uc774 \ud544\uc694\ud558\ub2e4\ub294 \uac83\uc744 \uc778\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ucee4\ubba4\ub2c8\ud2f0\uc640\uc758 \ub300\ud654\ub97c \ud1b5\ud574 \uc6b0\ub9ac\ub294 \uc0dd\uc131\ud615 AI \uac1c\ubc1c\uc5d0\ub294 \ub2e8\uc21c\ud788 \ubaa8\ub378\uc5d0 \uba85\ub839\uc744 \ubcf4\ub0b4\ub294 \uac83(prompting) \uc774\uc0c1\uc758 \ub9ce\uc740 \uc694\uc18c\uac00 \uc788\ub2e4\ub294 \uc0ac\uc2e4\uc744 \uc54c\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. Meta\ub294 \ubaa8\ub4e0 \uc0ac\ub78c\uc774 405B\ub97c \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub77c\uba70, \uc774\ub97c \uc704\ud574 \ub2e4\uc74c\uacfc \uac19\uc740 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4: \uc2e4\uc2dc\uac04 \ubc0f \uc77c\uad04 \ucd94\ub860 \uc9c0\ub3c4 \ud559\uc2b5 \ubbf8\uc138 \uc870\uc815 \ud2b9\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub300\ud55c \ubaa8\ub378 \ud3c9\uac00 \uc9c0\uc18d\uc801\uc778 \uc0ac\uc804 \ud559\uc2b5 \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG) \ud568\uc218 \ud638\ucd9c \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131 Llama \uc0dd\ud0dc\uacc4\ub294 \ubc14\ub85c \uc774 \ubd80\ubd84\uc5d0\uc11c \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \uccab\ub0a0\ubd80\ud130 405B \ubaa8\ub378\uc758 \ubaa8\ub4e0 \uace0\uae09 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \uc989\uc2dc \uac1c\ubc1c\uc744 \uc2dc\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uac1c\ubc1c\uc790\ub294 \uc0ac\uc6a9\ud558\uae30 \uc26c\uc6b4 \ud569\uc131 \ub370\uc774\ud130 \uc0dd\uc131\ucc98\ub7fc \uace0\uae09 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uacbd\ud5d8\ud558\uace0, \ubaa8\ub378 \uacbd\ub7c9\ud654\ub97c \uc704\ud55c \ud134\ud0a4 \uc9c0\uce68\uc744 \ub530\ub974\uba70, AWS, NVIDIA \ubc0f Databricks\ub97c \ube44\ub86f\ud55c \ud30c\ud2b8\ub108\uc758 \uc194\ub8e8\uc158\uc744 \ud1b5\ud574 \uc6d0\ud65c\ud55c RAG\ub97c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub354\ubd88\uc5b4, Groq\uc740 \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub97c \uc704\ud574 \uc800\uc9c0\uc5f0 \ucd94\ub860\uc744 \ucd5c\uc801\ud654\ud588\uc73c\uba70, Dell\uc740 \uc628\ud504\ub808\ubbf8\uc2a4 \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub3c4 \uc774\uc640 \uc720\uc0ac\ud55c \ucd5c\uc801\ud654\ub97c \uc774\ub904\ub0c8\uc2b5\ub2c8\ub2e4. Meta\ub294 vLLM, TensorRT, PyTorch\uc640 \uac19\uc740 \uc8fc\uc694 \ucee4\ubba4\ub2c8\ud2f0 \ud504\ub85c\uc81d\ud2b8\uc640 \ud611\ub825\ud574 \ucee4\ubba4\ub2c8\ud2f0\uac00 \uacb0\uacfc\ubb3c \ubc30\ud3ec\ub97c \uc900\ube44\ud560 \uc218 \uc788\ub3c4\ub85d \uccab \ub0a0\ubd80\ud130 \uc9c0\uc6d0\ud574\uc654\uc2b5\ub2c8\ub2e4. \uc774\ubc88 405B \ubaa8\ub378\uc744 \ucd9c\uc2dc\ud568\uc73c\ub85c\uc368 \ucee4\ubba4\ub2c8\ud2f0 \uc804\ubc18\uc5d0 \uac78\uccd0 \ud601\uc2e0\uc744 \ucd09\uc9c4\ud558\uace0, \uc774\ub7ec\ud55c \uaddc\ubaa8\uc758 \ubaa8\ub378\uc5d0 \ub300\ud55c \ucd94\ub860 \ubc0f \ubbf8\uc138\uc870\uc815\uc744 \ub354 \uc27d\uac8c \ub9cc\ub4e4\uba70, \ubaa8\ub378 \uacbd\ub7c9\ud654\uc5d0 \ub300\ud55c \ub2e4\uc74c \uc5f0\uad6c\ub97c \uac00\ub2a5\ud558\uac8c \ud560 \uc218 \uc788\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. Llama 3.1 \ubaa8\ub378 \uceec\ub809\uc158\uc744 \uc0ac\uc6a9\ud574 \ubcf4\uc138\uc694. Meta\ub294 \ucee4\ubba4\ub2c8\ud2f0\uac00 \ucd5c\uc2e0 \ubaa8\ub378\ub85c \uc5b4\ub5a0\ud55c \uacb0\uacfc\ubb3c\uc744 \ub9cc\ub4e4\uc5b4 \ub0bc\uc9c0\uc5d0 \ub300\ud574 \uae30\ub300\uac00 \ub9e4\uc6b0 \ud07d\ub2c8\ub2e4. \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0\uacfc \uc99d\uac00\ub41c \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774\ub97c \ud65c\uc6a9\ud558\uc5ec \uc720\uc6a9\ud558\uace0 \uc0c8\ub85c\uc6b4 \uacbd\ud5d8\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \uc7a0\uc7ac\ub825\uc740 \ubb34\uad81\ubb34\uc9c4\ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 Llama Stack\uacfc \uc0c8\ub85c\uc6b4 \uc548\uc804 \ub3c4\uad6c\ub97c \ud1b5\ud574, \uc624\ud508 \uc18c\uc2a4 \ucee4\ubba4\ub2c8\ud2f0\uc640 \ud568\uaed8 \ucc45\uc784\uac10 \uc788\uac8c \uacc4\uc18d\ud574\uc11c \ubc1c\uc804\ud574 \ub098\uac08 \uc218 \uc788\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4. \ubaa8\ub378 \ucd9c\uc2dc \uc804, \uc6b0\ub9ac\ub294 \ub808\ub4dc\ud300\uacfc \uc548\uc804 \ubbf8\uc138 \uc870\uc815\uc744 \ud1b5\ud55c \ubc30\ud3ec \uc804 \uc704\ud5d8 \ubc1c\uacac \uc5f0\uc2b5 \ub4f1 \uc5ec\ub7ec \uc870\uce58\ub97c \ud1b5\ud574 \uc7a0\uc7ac\uc801\uc778 \uc704\ud5d8\uc744 \uc2dd\ubcc4, \ud3c9\uac00 \ubc0f \uc644\ud654\ud558\uae30 \uc704\ud574 \ub178\ub825\ud558\uace0 \uc788\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc678\ubd80 \ubc0f \ub0b4\ubd80 \uc804\ubb38\uac00\uc640 \ud568\uaed8 \uad11\ubc94\uc704\ud55c \ub808\ub4dc \ud300 \uc791\uc5c5\uc744 \uc218\ud589\ud558\uc5ec \ubaa8\ub378\uc5d0 \ub300\ud55c \uc2a4\ud2b8\ub808\uc2a4 \ud14c\uc2a4\ud2b8\ub97c \uc9c4\ud589\ud558\uace0, \uc608\uc0c1\uce58 \ubabb\ud55c \uc0ac\uc6a9 \ubc29\uc2dd\uc744 \ucc3e\uc544\ub0b4\uace0 \uc788\ub2c8\ub2e4. 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