{"id":3759,"date":"2025-09-04T17:52:38","date_gmt":"2025-09-04T09:52:38","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=3759"},"modified":"2025-09-04T17:52:38","modified_gmt":"2025-09-04T09:52:38","slug":"a-comprehensive-analysis-of-aws-model-pricing","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ko\/aws-\ubaa8\ub378-\uac00\uaca9\uc5d0-\ub300\ud55c-\ud3ec\uad04\uc801\uc778-\ubd84\uc11d\/","title":{"rendered":"AWS \ubaa8\ub378 \uac00\uaca9 \ucc45\uc815: \uc804\uccb4 \uc124\uba85"},"content":{"rendered":"

\uc778\uacf5\uc9c0\ub2a5\uc758 \uae09\uc18d\ud55c \ubc1c\uc804\uc73c\ub85c \uc778\ud574 \uc810\uc810 \ub354 \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM), \uc0dd\uc131 AI, \ucef4\ud4e8\ud130 \ube44\uc804, \uc74c\uc131 \uc778\uc2dd \ub4f1\uc758 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \ube44\uc988\ub2c8\uc2a4 \uc5ed\ub7c9\uc744 \uac15\ud654\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uad6c\ud604 \uacfc\uc815\uc5d0\uc11c \uae30\uc5c5\ub4e4\uc774 \uac00\uc7a5 \uc2dc\uae09\ud558\uac8c \uc9c1\uba74\ud558\ub294 \ubb38\uc81c \uc911 \ud558\ub098\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.\uc774\ub7ec\ud55c AI \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \ub370 \ub4dc\ub294 \ube44\uc6a9\uc740 \uc5b4\ub5bb\uac8c \uacc4\uc0b0\ub429\ub2c8\uae4c?<\/strong><\/p>\n

\uba85\ud655\ud55c \uac00\uaca9 \ucc45\uc815 \uc2dc\uc2a4\ud15c\uc774 \uc5c6\ub2e4\uba74 \uae30\uc5c5\uc740 "\ubaa8\ub378\uc740 \uad6c\ub9e4\ud560 \uc218 \uc788\uc9c0\ub9cc \ube44\uc6a9\uc740 \uac10\ub2f9\ud560 \uc218 \uc5c6\ub2e4"\ub294 \ub51c\ub808\ub9c8\uc5d0 \uc27d\uac8c \ube60\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc138\uacc4 \ucd5c\uace0\uc758 \ud074\ub77c\uc6b0\ub4dc \ucef4\ud4e8\ud305 \ud50c\ub7ab\ud3fc\uc778 AWS\ub294 Amazon Bedrock, Amazon SageMaker, EC2 GPU \uc778\uc2a4\ud134\uc2a4<\/strong> AWS\ub294 Foundation Model\uc744 \ud638\ucd9c\ud558\ub4e0, \uc790\uccb4 \ub370\uc774\ud130\uc5d0 \ub530\ub77c \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud558\ub4e0, \ubaa8\ub378\uc744 \ud638\uc2a4\ud305\ud558\uace0 \ud638\ucd9c\ud558\ub294 \uc720\uc5f0\ud558\uace0 \ud22c\uba85\ud55c \ubc29\ubc95\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubaa8\ub378 \uac00\uaca9<\/strong> \uc774 \uc2dc\uc2a4\ud15c\uc740 \uc0ac\uc6a9\uc790\uac00 \ud544\uc694\uc5d0 \ub530\ub77c \uacb0\uc81c\ud558\uace0 \ubd88\ud544\uc694\ud55c \uc790\uc6d0 \ub0ad\ube44\ub97c \ubc29\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n

\uc774 \uae00\uc5d0\uc11c\ub294 AWS \ubaa8\ub378 \uac00\uaca9 \ucc45\uc815\uc758 \uc8fc\uc694 \ubc29\uc2dd\uc744 \uc2ec\uce35\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0, \ud575\uc2ec\uc801\uc778 \uc7a5\uc810\uc744 \uc0b4\ud3b4\ubcf4\uba70, \uae30\uc5c5\uc774 \uc0ac\uc6a9 \ube44\uc6a9\uc744 \uc120\ud0dd\ud558\uace0 \ucd5c\uc801\ud654\ud560 \ub54c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \uc2e4\uc9c8\uc801\uc778 \uc81c\uc548\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

AWS \ubaa8\ub378 \uac00\uaca9 \ucc45\uc815\uc758 \ud575\uc2ec \ub17c\ub9ac<\/h4>\n

\ud558\ub4dc\uc6e8\uc5b4 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub77c\uc774\uc120\uc2a4\ub97c \ud55c \ubc88\ub9cc \uad6c\ub9e4\ud574\uc57c \ud558\ub294 \uae30\uc874 IT \uc544\ud0a4\ud14d\ucc98\uc640 \ub2ec\ub9ac AWS AI \ubaa8\ub378 \uac00\uaca9\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. "\uc8fc\ubb38\ud615 \uc0ac\uc6a9, \uc720\uc5f0\ud55c \uccad\uad6c"<\/strong> \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4 \ub85c\uc9c1\uc785\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ub192\uc740 \uc694\uae08\uc744 \uc120\ubd88\ub85c \uc9c0\ubd88\ud560 \ud544\uc694\uac00 \uc5c6\uc73c\uba70, \uc2e4\uc81c \ud1b5\ud654\ub7c9, \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4 \uc0ac\uc6a9\ub7c9, \uc2a4\ud1a0\ub9ac\uc9c0 \uc0ac\uc6a9\ub7c9 \ub4f1\uc5d0 \ub530\ub77c \uc694\uae08\uc744 \uc9c0\ubd88\ud569\ub2c8\ub2e4.<\/p>\n

\ud2b9\ud788 \uc77c\ubc18\uc801\uc778 AWS \ubaa8\ub378 \uac00\uaca9 \ucc45\uc815 \ucc28\uc6d0\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n

1. \ud1b5\ud654 \ud69f\uc218\uc5d0 \ub530\ub978 \uccad\uad6c<\/strong><\/h5>\n
    \n
  • \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \uc544\ub9c8\uc874 \ubca0\ub4dc\ub85d<\/strong> \uae30\ubcf8 \ubaa8\ub378\uc744 .\uc73c\ub85c \ud638\ucd9c\ud569\ub2c8\ub2e4.<\/li>\n
  • \uc0ac\uc6a9\uc790\ub294 "\uc0ac\uc6a9\ud55c \ub9cc\ud07c \uc9c0\ubd88"\ud558\ub294 \ubc29\uc2dd\uacfc \uc720\uc0ac\ud558\uac8c \uac01 \uc694\uccad(\uc785\ub825 \ud1a0\ud070 \uc218, \ucd9c\ub825 \ud1a0\ud070 \uc218)\uc5d0 \ub530\ub77c \uc694\uae08\uc744 \uc9c0\ubd88\ud569\ub2c8\ub2e4.<\/li>\n
  • \uc774 \ubaa8\ub378\uc740 \uae30\uc874 \ubaa8\ub378\uacfc \uc5f0\uacc4\ud558\ub294 \uae30\uc5c5, \ud2b9\ud788 \uc0ac\uc5c5 \uc2e4\ud589 \uac00\ub2a5\uc131\uc744 \ube60\ub974\uac8c \uac80\uc99d\ud574\uc57c \ud558\ub294 \uc2a4\ud0c0\ud2b8\uc5c5 \ud300\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
    2. \ucef4\ud4e8\ud305 \uc778\uc2a4\ud134\uc2a4\ubcc4 \uccad\uad6c<\/strong><\/h5>\n
      \n
    • \uc874\uc7ac\ud558\ub2e4 \uc544\ub9c8\uc874 \uc138\uc774\uc9c0\uba54\uc774\ucee4<\/strong> \ub610\ub294 EC2 GPU \uc778\uc2a4\ud134\uc2a4<\/strong> \ubaa8\ub378\uc744 \uc2e4\ud589\ud560 \ub54c \uc0ac\uc6a9\uc790\ub294 \uc0ac\uc6a9\ub41c \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\uc5d0 \ub300\ud55c \ube44\uc6a9\uc744 \uc9c0\ubd88\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n
    • \uac00\uaca9\uc740 \uc778\uc2a4\ud134\uc2a4 \uc720\ud615(\uc608: p4d, g5 \ubc0f \uae30\ud0c0 GPU \uc778\uc2a4\ud134\uc2a4), \uc9c0\uc5ed \ubc0f \uc0ac\uc6a9 \uae30\uac04\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4.<\/li>\n
    • \uae30\uc5c5\uc774 \uc7a5\uae30\uac04 \ubaa8\ub378 \uc11c\ube44\uc2a4\ub97c \uc6b4\uc601\ud558\uae30\ub85c \uacb0\uc815\ud55c \uacbd\uc6b0 \ub2e4\uc74c \uc0ac\ud56d\ub3c4 \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\uc57d\ub41c \uc778\uc2a4\ud134\uc2a4<\/strong>, \ub354 \ub0ae\uc740 \ub2e8\uac00\ub97c \uc5bb\uae30 \uc704\ud574.<\/li>\n<\/ul>\n
      3. \uc800\uc7a5 \ubc0f \ub370\uc774\ud130 \ucc98\ub9ac\uc5d0 \ub530\ub978 \uccad\uad6c<\/strong><\/h5>\n
        \n
      • \ubaa8\ub378\uc758 \ud559\uc2b5 \ub370\uc774\ud130, \ucd94\ub860 \ub85c\uadf8, \ubaa8\ub378 \uac00\uc911\uce58 \ud30c\uc77c \ub4f1\uc740 S3 \ub610\ub294 EBS\uc5d0 \uc800\uc7a5\ud574\uc57c \ud558\uba70, \uc800\uc7a5 \ud06c\uae30\uc640 \uc77d\uae30 \ud69f\uc218\uc5d0 \ub530\ub77c\uc11c\ub3c4 \uc694\uae08\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/li>\n
      • \uc624\ub7ab\ub3d9\uc548 \uc790\uc8fc \uc0ac\uc6a9\ub418\uc9c0 \uc54a\ub294 \ub370\uc774\ud130\uc758 \uacbd\uc6b0 S3 Glacier\uc640 \uac19\uc740 \uc800\ube44\uc6a9 \uc2a4\ud1a0\ub9ac\uc9c0 \uacc4\uce35\uc73c\ub85c \ub9c8\uc774\uadf8\ub808\uc774\uc158\ud558\uc5ec \ube44\uc6a9\uc744 \ud06c\uac8c \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
        4. \ucd94\uac00 \uc11c\ube44\uc2a4 \uae30\ubc18 \uccad\uad6c<\/strong><\/h5>\n
          \n
        • \uc608\ub97c \ub4e4\uc5b4:<\/li>\n
        • \ubbf8\uc138 \uc870\uc815<\/strong>: \ucd94\uac00 \uc694\uae08\uc740 \ud559\uc2b5 \ubc29\ubc95\uacfc \ub370\uc774\ud130 \ud06c\uae30\uc5d0 \ub530\ub77c \ubd80\uacfc\ub429\ub2c8\ub2e4.<\/li>\n
        • \ucd94\ub860 \uac00\uc18d\uae30<\/strong>: \ub300\uaddc\ubaa8 \ud504\ub85c\ub355\uc158 \ud658\uacbd\uc5d0\uc11c \uc751\ub2f5 \uc18d\ub3c4\ub97c \uac1c\uc120\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uc9c0\ub9cc \ucd94\uac00 \ub9ac\uc18c\uc2a4\uc5d0 \ub300\ud55c \ube44\uc6a9\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n
        • \ubd84\uc0b0 \ud6c8\ub828<\/strong>: \ucd08\ub300\uaddc\ubaa8 \ubaa8\ub378\uc744 \ubcd1\ub82c\ub85c \ud6c8\ub828\ud558\ub824\uba74 \uc5ec\ub7ec GPU \uc778\uc2a4\ud134\uc2a4\uac00 \ud568\uaed8 \uc791\ub3d9\ud574\uc57c \ud558\ubbc0\ub85c \ube44\uc6a9\uc774 \ub204\uc801\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n

          \uc774\ub294 AWS\uc758 \ubaa8\ub378 \uac00\uaca9 \ucc45\uc815 \ub17c\ub9ac\uac00 \ub2e8\uc77c \ucc28\uc6d0\uc774 \uc544\ub2c8\ub77c \uac00\ubcbc\uc6b4 \uc2e4\ud5d8\uc801 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\uace0 \uae30\uc5c5 \uc218\uc900\uc758 \ub300\uaddc\ubaa8 \ud504\ub85c\ub355\uc158 \ubc30\ud3ec\ub97c \uc9c0\uc6d0\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\ud55c \uc870\ud569\uc784\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n

           <\/p>\n

          \uc8fc\uc694 \uc11c\ube44\uc2a4 \uac00\uaca9 \ubaa8\ub378 \ubd84\uc11d<\/h4>\n

          1. Amazon Bedrock \ubaa8\ub378 \ud638\ucd9c \uac00\uaca9<\/h5>\n

          Amazon Bedrock\uc740 \ub2e4\uc591\ud55c \uc81c\uc870\uc5c5\uccb4(Anthropic, Meta, Cohere, Mistral, AWS\uac00 \uc790\uccb4 \uac1c\ubc1c\ud55c Titan \uc2dc\ub9ac\uc988 \ub4f1)\uc5d0 \ub300\ud55c \uae30\ubcf8 \ubaa8\ub378 \ud638\ucd9c \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n

            \n
          • \uac00\uaca9 \ub2e8\uc704<\/strong>: \uc8fc\ub85c \uc785\ub825 \ubc0f \ucd9c\ub825 \ud1a0\ud070\uc758 \uc218\ub97c \uae30\uc900\uc73c\ub85c \ud569\ub2c8\ub2e4.<\/li>\n
          • \ud2b9\uc9d5<\/strong>: \uc0ac\uc6a9\uc790\ub294 \uae30\ubcf8 \uc778\ud504\ub77c\ub97c \uad00\ub9ac\ud560 \ud544\uc694\uac00 \uc5c6\uc73c\uba70 API\ub97c \ud1b5\ud574 \ubaa8\ub378\uc744 \uc9c1\uc811 \ud638\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
          • \uc801\uc6a9 \uac00\ub2a5\ud55c \uc2dc\ub098\ub9ac\uc624<\/strong>: LLM\uc744 \ube60\ub974\uac8c \ud1b5\ud569\ud558\uc5ec \ucc44\ud305\ubd07, \ud14d\uc2a4\ud2b8 \uc694\uc57d, \uac80\uc0c9 \uac15\ud654 \uc0dd\uc131(RAG), \ucf54\ub4dc \uc0dd\uc131 \ub4f1\uc758 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac1c\ubc1c\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n

            \uc608\ub97c \ub4e4\uc5b4, Anthropic Claude \ubaa8\ub378\uc744 \ud638\ucd9c\ud560 \ub54c 1,000\uac1c\uc758 \ud1a0\ud070\uc774 \uc785\ub825\ub418\uace0 1,000\uac1c\uc758 \ud1a0\ud070\uc774 \ucd9c\ub825\ub418\uba70, \uac01\uac01 \ubcc4\ub3c4\ub85c \uccad\uad6c\ub429\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \ubb34\uc791\uc815 \ud604\uae08\uc744 \ub0ad\ube44\ud558\ub294 \ub300\uc2e0 \uc0ac\uc5c5 \uaddc\ubaa8\ub97c \uae30\ubc18\uc73c\ub85c \uc608\uc0b0\uc744 \uc815\ud655\ud558\uac8c \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

            Bedrock\uc758 \uc7a5\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. \uc6b4\uc601 \ubc0f \uc720\uc9c0 \ubcf4\uc218\uac00 \ud544\uc694 \uc5c6\uc74c<\/strong>\ubaa8\ub378 \ud559\uc2b5\uacfc \ud074\ub7ec\uc2a4\ud130 \uad00\ub9ac\uc5d0 \uc2dc\uac04\uc744 \ub4e4\uc774\uc9c0 \uc54a\uace0 AI \uae30\ub2a5\uc744 \ube60\ub974\uac8c \ucd9c\uc2dc\ud574\uc57c \ud558\ub294 \uae30\uc5c5\uc5d0 \ud2b9\ud788 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n

            2. Amazon SageMaker \ubaa8\ub378 \ud559\uc2b5 \ubc0f \ucd94\ub860 \uac00\uaca9<\/h5>\n

            Amazon SageMaker\ub294 AWS\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uc6d0\uc2a4\ud1b1 \uba38\uc2e0 \ub7ec\ub2dd \ud50c\ub7ab\ud3fc\uc73c\ub85c \ub370\uc774\ud130 \uc900\ube44, \ubaa8\ub378 \ud559\uc2b5, \ud29c\ub2dd, \ubc30\ud3ec \ubc0f \ubaa8\ub2c8\ud130\ub9c1<\/strong> \uc804\uccb4 \uacfc\uc815.<\/p>\n

              \n
            • \ud6c8\ub828 \ub2e8\uacc4<\/strong>:<\/li>\n
            • \uae30\uc5c5\uc740 \uc778\uc2a4\ud134\uc2a4 \uc720\ud615\uacfc \uc0ac\uc6a9 \uae30\uac04\uc5d0 \ub530\ub77c \ube44\uc6a9\uc744 \uc9c0\ubd88\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubd84\uc0b0\ud615 \ub525\ub7ec\ub2dd \ud559\uc2b5\uc5d0 p4d \uc778\uc2a4\ud134\uc2a4\ub97c \uc0ac\uc6a9\ud558\ub294 \uacbd\uc6b0 \uc911\uac04 \uaddc\ubaa8 \ud559\uc2b5\uc5d0 g5 \uc778\uc2a4\ud134\uc2a4\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\ubcf4\ub2e4 \ube44\uc6a9\uc774 \ub354 \ub9ce\uc774 \ub4ed\ub2c8\ub2e4.<\/li>\n
            • \ucd94\ub860 \ub2e8\uacc4<\/strong>:<\/li>\n
            • \uc9c0\uc6d0\ud558\ub2e4 \uc2e4\uc2dc\uac04 \ucd94\ub860<\/strong> \uadf8\ub9ac\uace0 \uc77c\uad04 \ubcc0\ud658<\/strong>\uc804\uc790\ub294 \ube60\ub978 \uc751\ub2f5 \uc2dc\uac04\uc774 \ud544\uc694\ud55c \uc628\ub77c\uc778 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc801\ud569\ud55c \ubc18\uba74, \ud6c4\uc790\ub294 \ub370\uc774\ud130 \uc77c\uad04 \ucc98\ub9ac \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub354 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n
            • \ucd94\uac00 \uae30\ub2a5<\/strong>:<\/li>\n
            • \uc790\ub3d9 \ubaa8\ub378 \ub9e4\uac1c\ubcc0\uc218 \ud29c\ub2dd(Hyperparameter Tuning)<\/strong> \uc5ec\ub7ec \uac00\uc9c0 \uc2e4\ud5d8\uc744 \uc2e4\uc2dc\ud558\uba74 \ucd94\uac00 \ube44\uc6a9\uc774 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/li>\n
            • \ubaa8\ub378 \ubaa8\ub2c8\ud130<\/strong> \uc774 \ubc29\ubc95\uc740 \ubaa8\ub378 \ub4dc\ub9ac\ud504\ud2b8\ub97c \uac10\uc9c0\ud558\uace0 \uc7a5\uae30\uc801\uc778 \uc548\uc815\uc131\uc744 \ubcf4\uc7a5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uc9c0\ub9cc, \ucd94\uac00\uc801\uc778 \ucef4\ud4e8\ud305 \ubc0f \uc800\uc7a5 \ube44\uc6a9\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n

              \uc608\ub97c \ub4e4\uc5b4, g5.xlarge \uc778\uc2a4\ud134\uc2a4\ub97c \uc0ac\uc6a9\ud558\uc5ec NLP \ubaa8\ub378\uc744 \ubc30\ud3ec\ud558\ub294 \ub370\ub294 \uc2dc\uac04\ub2f9 \uba87 \ub2ec\ub7ec\uc758 \ube44\uc6a9\uc774 \ub4e4\uc9c0\ub9cc, \ub354 \uace0\uae09 p4d \uc778\uc2a4\ud134\uc2a4\ub294 \uc2dc\uac04\ub2f9 \uc218\uc2ed \ub2ec\ub7ec\uc758 \ube44\uc6a9\uc774 \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. SageMaker \uc800\ucd95 \uacc4\ud68d<\/strong> \ube44\uc6a9\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/p>\n

              3. EC2 GPU \uc778\uc2a4\ud134\uc2a4 \ubc0f \uc790\uccb4 \uad6c\ucd95 \ubaa8\ub378 \uac00\uaca9<\/h5>\n

              \ubaa8\ub378 \ud658\uacbd\uc744 \uc644\ubcbd\ud558\uac8c \uc81c\uc5b4\ud558\ub824\ub294 \uae30\uc5c5\uc758 \uacbd\uc6b0 \ub2e4\uc74c\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. EC2 GPU \uc778\uc2a4\ud134\uc2a4<\/strong> \uc624\ud508 \uc18c\uc2a4 \ubaa8\ub378(\uc608: Llama, Falcon, Mistral)\uc744 \uc9c1\uc811 \ubc30\ud3ec\ud574 \ubcf4\uc138\uc694.<\/p>\n

                \n
              • \uc7a5\uc810<\/strong>: \uac00\uc7a5 \ub192\uc740 \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud558\uc5ec \ud544\uc694\uc5d0 \ub530\ub77c \uc885\uc18d\uc131\uc744 \uc790\uc720\ub86d\uac8c \uc124\uce58\ud558\uace0 \ucd94\ub860 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ucd5c\uc801\ud654\ud558\uba70 \uac1c\uc778 \ub370\uc774\ud130\ub85c \uac1c\uc778\ud654\ub41c \ud559\uc2b5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
              • \ube44\uc6a9\uc758 \ucd9c\ucc98<\/strong>:<\/li>\n
              • GPU \uc778\uc2a4\ud134\uc2a4 \uc0ac\uc6a9 \uc694\uae08(p4d, g5 \ub4f1)<\/li>\n
              • \uc800\uc7a5 \uc694\uae08(EBS \ubcfc\ub968 \ub610\ub294 S3 \ub370\uc774\ud130 \uc138\ud2b8)<\/li>\n
              • \ub370\uc774\ud130 \uc804\uc1a1 \uc694\uae08(\uc9c0\uc5ed \uac04 \ub610\ub294 \uc678\ubd80 \ub124\ud2b8\uc6cc\ud06c \uac04 \uc804\uc1a1 \uc2dc)<\/li>\n<\/ul>\n

                \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \uae30\uc5c5\uc774 \ubaa8\ub378 \ud559\uc2b5 \ud504\ub85c\uc138\uc2a4\uc5d0 \ub300\ud574 \uc5c4\uaca9\ud55c \uc694\uad6c \uc0ac\ud56d\uc744 \uac00\uc9c0\uace0 \uc788\uac70\ub098 \uaddc\uc815 \uc900\uc218 \ubc0f \ub370\uc774\ud130 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638\uc640 \uad00\ub828\uc774 \uc788\uc73c\uba70 \uc81c\uc5b4 \uac00\ub2a5\ud55c \ud658\uacbd\uc5d0\uc11c \uc2e4\ud589\ud574\uc57c \ud558\ub294 \uc2dc\ub098\ub9ac\uc624\uc5d0 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

                 <\/p>\n

                AWS \ubaa8\ub378 \uac00\uaca9 \ucc45\uc815\uc758 \uc774\uc810<\/h4>\n

                GPU \uc11c\ubc84\ub97c \uad6c\ub9e4\ud558\uac70\ub098 \uac1c\uc778 \ud074\ub7ec\uc2a4\ud130\ub97c \uad6c\ucd95\ud558\ub294 \uae30\uc874 \ubc29\uc2dd\uacfc \ube44\uad50\ud588\uc744 \ub54c AWS\uc758 \ubaa8\ub378 \uac00\uaca9 \ucc45\uc815 \uc2dc\uc2a4\ud15c\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc911\uc694\ud55c \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n

                  \n
                1. \uc790\uc6d0 \ub0ad\ube44\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \uc8fc\ubb38\ud615 \uacb0\uc81c\ub97c \uc774\uc6a9\ud558\uc138\uc694<\/strong><\/li>\n
                2. \uc18c\uaddc\ubaa8 \ud30c\uc77c\ub7ff\uc774\ub4e0 \ub300\uaddc\ubaa8 \ud504\ub85c\ub355\uc158\uc774\ub4e0 AWS\ub294 \ud0c4\ub825\uc801 \ud638\ucd9c\uc744 \uc9c0\uc6d0\ud558\uc5ec \uae30\uc5c5\uc774 \uace0\uc815 \ud22c\uc790\ub85c \uc778\ud55c \uc720\ud734 \uc0c1\ud0dc\ub97c \ud53c\ud558\uae30 \uc704\ud574 \uc5b8\uc81c\ub4e0\uc9c0 \ub9ac\uc18c\uc2a4\ub97c \uc870\uc815\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/li>\n
                3. \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\uc5d0 \ub9de\ub294 \ub2e4\uc591\ud55c \uc120\ud0dd<\/strong><\/li>\n<\/ol>\n
                    \n
                  • AI \uae30\ub2a5\uc744 \ube60\ub974\uac8c \uad6c\ud604\ud558\uace0 \uc2f6\uc73c\uc2e0\uac00\uc694? \uadfc\ubcf8\uc801\uc778<\/strong>.<\/li>\n
                  • \uc81c\uc5b4 \ubc0f \uc870\uc815\uc774 \uac00\ub2a5\ud55c \ubaa8\ub378\uc744 \uc6d0\ud558\uc2dc\ub098\uc694? \uc138\uc774\uc9c0\uba54\uc774\ucee4<\/strong>.<\/li>\n
                  • \uc644\uc804\ud55c \uc790\uc720\ub97c \uc6d0\ud558\uc2dc\ub098\uc694? EC2 GPU \uc778\uc2a4\ud134\uc2a4<\/strong>.<\/li>\n
                  • AWS\ub294 '\uc989\uc2dc \uc0ac\uc6a9 \uac00\ub2a5\ud55c' \uc635\uc158\ubd80\ud130 '\uc2ec\uce35\uc801\uc778 \uc0ac\uc6a9\uc790 \uc815\uc758' \uc635\uc158\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc635\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
                      \n
                    1. \ud22c\uba85\ud558\uace0 \uba85\ud655\ud558\uba70 \ube44\uc6a9 \ucd94\uc0b0\uc774 \uc27d\uc2b5\ub2c8\ub2e4.<\/strong><\/li>\n
                    2. AWS \ucf58\uc194 \uccad\uad6c \ubc0f \ube44\uc6a9 \ud0d0\uc0c9\uae30<\/strong> \uc774\ub97c \ud1b5\ud574 \ube44\uc6a9 \ucd9c\ucc98\ub97c \uba85\ud655\ud558\uac8c \uc54c \uc218 \uc788\uc73c\uba70, \ud68c\uc0ac \uc7ac\ubb34\ubd80\uc11c\ub294 \ube44\uc6a9 \uad6c\uc870\ub97c \uc27d\uac8c \ucd94\uc801\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
                    3. \uae00\ub85c\ubc8c \uc9c0\uc6d0, \uc720\uc5f0\ud55c \ubc30\uce58<\/strong><\/li>\n
                    4. \ubaa8\ub378 \uac00\uaca9\uc740 \uc9c0\uc5ed\ub9c8\ub2e4 \uc57d\uac04\uc529 \ub2e4\ub985\ub2c8\ub2e4. \uae30\uc5c5\uc740 \uc0ac\uc5c5 \ubd84\ud3ec \ubc0f \uaddc\uc815 \uc900\uc218 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \ub354 \uc800\ub834\ud55c \ube44\uc6a9\uc774\ub098 \ub370\uc774\ud130 \ud604\uc9c0\ud654\uac00 \uac00\ub2a5\ud55c \uc9c0\uc5ed\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n

                       <\/p>\n

                      \uae30\uc5c5\uc774 AWS \ubaa8\ub378 \uc0ac\uc6a9 \ube44\uc6a9\uc744 \ucd5c\uc801\ud654\ud558\uae30 \uc704\ud55c \uc804\ub7b5<\/h4>\n

                      AWS \ubaa8\ub378 \uac00\uaca9 \ucc45\uc815\uc740 \uc720\uc5f0\ud558\uc9c0\ub9cc, \uae30\uc5c5\uc774 \uc2e4\uc81c\ub85c \ube44\uc6a9 \uc808\uac10\uacfc \ud6a8\uc728\uc131 \uac1c\uc120\uc744 \ub2ec\uc131\ud558\ub824\uba74 \uc2e4\uc9c8\uc801\uc778 \ucd5c\uc801\ud654 \uc870\uce58\ub97c \ucde8\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n

                        \n
                      1. \uc0ac\uc5c5 \uaddc\ubaa8\uc5d0 \ub9de\ub294 \uc801\uc808\ud55c \uc11c\ube44\uc2a4\ub97c \uc120\ud0dd\ud558\uc138\uc694<\/strong><\/li>\n<\/ol>\n
                          \n
                        • \uc2a4\ud0c0\ud2b8\uc5c5<\/strong>: \uc6b0\uc120\uc758 \uadfc\ubcf8\uc801\uc778<\/strong>\uac1c\ub150\uc744 \ube60\ub974\uac8c \uac80\uc99d\ud558\uace0 \uc6b4\uc601\uc0c1\uc758 \uc624\ubc84\ud5e4\ub4dc\ub97c \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n
                        • \uc131\uc219\ud55c \uae30\uc5c5<\/strong>: \uacb0\ud569\ub41c \uc138\uc774\uc9c0\uba54\uc774\ucee4<\/strong> \ubaa8\ub378\uc744 \uc138\ubd80\uc801\uc73c\ub85c \uc870\uc815\ud558\uace0 \ucd5c\uc801\ud654\ud558\uc5ec \ube44\uc988\ub2c8\uc2a4 \uc801\ud569\uc131\uacfc \uacbd\uc7c1\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n
                            \n
                          1. \ud1a0\ud070 \uc0ac\uc6a9 \ucd5c\uc801\ud654<\/strong><\/li>\n
                          2. \ub300\uaddc\ubaa8 \ubaa8\ub378\uc744 \ud638\ucd9c\ud560 \ub54c \uc911\ubcf5\ub41c \ud504\ub86c\ud504\ud2b8\ub97c \uc904\uc774\uace0 \ucee8\ud14d\uc2a4\ud2b8 \ucc3d\uc744 \ub2e8\ucd95\ud558\uba74 \ud1a0\ud070 \uc18c\ube44\ub97c \ud06c\uac8c \uc904\uc774\uace0 \ube44\uc6a9\uc744 \uc9c1\uc811\uc801\uc73c\ub85c \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n
                          3. Spot Instance\uc758 \uc720\uc5f0\ud55c \uc0ac\uc6a9<\/strong><\/li>\n
                          4. \ubaa8\ub378 \ud559\uc2b5\uc5d0 \uc0ac\uc6a9\ub428 EC2 \uc2a4\ud31f \uc778\uc2a4\ud134\uc2a4<\/strong>\uc774\ub97c \ud1b5\ud574 \uacc4\uc0b0 \ube44\uc6a9\uc744 \ucd5c\ub300 70%\uae4c\uc9c0 \uc904\uc77c \uc218 \uc788\uc73c\uba70, \ub0b4\uacb0\ud568\uc131 \ubc0f \uc7a5\uae30 \uc2e4\ud589 \uc791\uc5c5\uc5d0 \ub9e4\uc6b0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n
                          5. \uacc4\uce35\ud615 \uc2a4\ud1a0\ub9ac\uc9c0 \ubc0f \uc218\uba85 \uc8fc\uae30 \uad00\ub9ac<\/strong><\/li>\n
                          6. \ucc28\uac00\uc6b4 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uc138\uc694 \uc544\ub9c8\uc874 S3 \uae00\ub798\uc2dc\uc5b4<\/strong>, \ub192\uc740 \uc7a5\uae30 \ubcf4\uad00 \ube44\uc6a9\uc744 \ud53c\ud558\uae30 \uc704\ud574 \uc790\ub3d9 \ubcf4\uad00 \uaddc\uce59\uc744 \uc124\uc815\ud569\ub2c8\ub2e4.<\/li>\n
                          7. \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc870\uae30 \uacbd\ubcf4 \uba54\ucee4\ub2c8\uc998<\/strong><\/li>\n
                          8. \uc758 \ub3c4\uc6c0\uc73c\ub85c AWS \ube44\uc6a9 \ud0d0\uc0c9\uae30<\/strong> \uadf8\ub9ac\uace0 \uccad\uad6c \uc54c\ub9bc<\/strong>\ud300\uc774 \uc2e4\uc2dc\uac04\uc73c\ub85c \ube44\uc6a9\uc744 \uad00\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ube44\uc6a9 \uc0c1\ud55c\uc120\uacfc \uc870\uae30 \uacbd\uace0 \uc54c\ub9bc\uc744 \uc124\uc815\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n

                             <\/p>\n

                            \uc694\uc57d \ubc0f \uc5d0\uc774\uc804\ud2b8 \uc9c0\uc6d0<\/h4>\n

                            AWS \ubaa8\ub378 \uac00\uaca9 \ucc45\uc815\uc758 \ud575\uc2ec \uc124\uacc4\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. \uc720\uc5f0\ud558\uace0 \ud22c\uba85\ud558\uba70 \ud655\uc7a5 \uac00\ub2a5<\/strong>\ub2e4\uc591\ud55c \uaddc\ubaa8\uc640 \ub2e8\uacc4\uc758 \uae30\uc5c5\uc744 \uc704\ud574 \ub2e4\uc591\ud55c \uc635\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. Bedrock\uc758 \uc989\uc2dc \uc0ac\uc6a9 \uac00\ub2a5\ud55c \uc9c0\uc6d0\ubd80\ud130 SageMaker\uc758 \uc804\uccb4 \ud504\ub85c\uc138\uc2a4 \uad00\ub9ac, EC2\uc758 \uc644\uc804\ud55c \uc790\uc720\ub3c4\uae4c\uc9c0, \uc774 \ubaa8\ub4e0 \uac83\uc774 AI \ud601\uc2e0\uc5d0 \ub300\ud55c \uae30\uc5c5\uc758 \ub2e4\uc591\ud55c \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

                            \ucc98\ub7fc AWS \uacf5\uc2dd \ub9ac\uc140\ub7ec - \ud074\ub77c\uc6b0\ub4dc<\/strong>, \uc6b0\ub9ac\ub294 \uae30\uc5c5\uc5d0 \ub2e4\uc74c\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n

                              \n
                            • \uc77c\ub300\uc77c \uc0c1\ub2f4<\/strong>: \uc5c5\uacc4 \ud2b9\uc131\uacfc \ube44\uc988\ub2c8\uc2a4 \uc2dc\ub098\ub9ac\uc624\ub97c \uae30\ubc18\uc73c\ub85c \uac00\uc7a5 \uc801\ud569\ud55c \ubaa8\ub378 \ud638\ucd9c \ubc0f \uac00\uaca9 \ucc45\uc815 \ubc29\ubc95\uc744 \ucd94\ucc9c\ud569\ub2c8\ub2e4.<\/li>\n
                            • \ube44\uc6a9 \ucd5c\uc801\ud654 \uc194\ub8e8\uc158<\/strong>: \uae30\uc5c5\uc774 \uc608\uc0b0\uc744 \ud569\ub9ac\uc801\uc73c\ub85c \ud1b5\uc81c\ud558\uace0 \uc131\uacfc\ub97c \ubcf4\uc7a5\ud558\uba74\uc11c \ube44\uc6a9 \uc808\uac10\uacfc \ud6a8\uc728\uc131 \uac1c\uc120\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n
                            • \ud604\uc9c0\ud654 \uc9c0\uc6d0<\/strong>: \uae30\uc5c5\uc774 AI \ud504\ub85c\uc81d\ud2b8\ub97c \uad6c\ud604\ud560 \ub54c \uc9c1\uba74\ud558\ub294 \ub2e4\uc591\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc911\uad6d\uc5b4 \ubb38\uc11c, \uc2e4\uc2dc\uac04 \uace0\uac1d \uc11c\ube44\uc2a4 \ubc0f \uad50\uc721\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n

                              \uadc0\uc0ac\uc5d0\uc11c AI \ubaa8\ub378\uc758 \uc801\uc6a9 \uc2dc\ub098\ub9ac\uc624\ub97c \ubaa8\uc0c9 \uc911\uc774\uc9c0\ub9cc \uac00\uaca9 \ubaa8\ub378, \uc608\uc0b0 \uad00\ub9ac \ub610\ub294 \uae30\uc220 \uc120\ud0dd\uc5d0 \ub300\ud574 \uad81\uae08\ud55c \uc810\uc774 \uc788\uc73c\uc2dc\uba74 \uc5b8\uc81c\ub4e0\uc9c0 \ubb38\uc758\ud574 \uc8fc\uc138\uc694. \uadc0\uc0ac\uc758 \uc9c0\uc5ed AWS \ud30c\ud2b8\ub108\ub85c\uc11c,\ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c<\/strong>\uc800\ud76c\ub294 AWS\uc640 \ud611\ub825\ud558\uc5ec \ub514\uc9c0\ud138 \ud601\uc2e0\uc744 \ud5a5\ud55c \uae38\uc5d0\uc11c \uc800\ub834\ud558\uace0 \ud6a8\uc728\uc801\uc778 \ubc29\uc2dd\uc73c\ub85c AI\uc758 \ubb34\ud55c\ud55c \uc7a0\uc7ac\ub825\uc744 \ubc1c\ud718\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"

                              \uc778\uacf5\uc9c0\ub2a5(AI)\uc758 \uae09\uc18d\ud55c \ubc1c\uc804\uc73c\ub85c \uc810\uc810 \ub354 \ub9ce\uc740 \uae30\uc5c5\ub4e4\uc774 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM), \uc0dd\uc131 AI, \ucef4\ud4e8\ud130 \ube44\uc804, \uc74c\uc131 \uc778\uc2dd \ub4f1\uc758 \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \ube44\uc988\ub2c8\uc2a4 \uc5ed\ub7c9\uc744 \uac15\ud654\ud558\uace0\uc790 \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774\ub7ec\ud55c \uae30\uc220\uc744 \uad6c\ud604\ud560 \ub54c \uae30\uc5c5\uc774 \uac00\uc7a5 \uc2dc\uae09\ud558\uac8c \uace0\ubbfc\ud558\ub294 \ubd80\ubd84 \uc911 \ud558\ub098\ub294 AI \ubaa8\ub378 \uc0ac\uc6a9 \ube44\uc6a9\uc744 \uc5b4\ub5bb\uac8c \uacc4\uc0b0\ud560 \uac83\uc778\uac00\uc785\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":3762,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-3759","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/3759","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/comments?post=3759"}],"version-history":[{"count":1,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/3759\/revisions"}],"predecessor-version":[{"id":3760,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/3759\/revisions\/3760"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media\/3762"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media?parent=3759"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/categories?post=3759"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/tags?post=3759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}