{"id":2624,"date":"2025-02-20T16:56:22","date_gmt":"2025-02-20T08:56:22","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=2624"},"modified":"2025-02-20T16:56:22","modified_gmt":"2025-02-20T08:56:22","slug":"zaslydtsscsaxn","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ko\/\uc790\uc2ac\ub9ac\ub4dc\uce20\uc2a4\ud06c\uc0ad\uc2a4\/","title":{"rendered":"AWS\uc5d0\uc11c DeepSeek-R1\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0dd\uc131 AI \uc131\ub2a5 \ud5a5\uc0c1"},"content":{"rendered":"

\uc0dd\uc131\uc801 AI \uae30\uc220\uc758 \uae09\uc18d\ud55c \ubc1c\uc804\uc73c\ub85c, \uc774\ub7ec\ud55c \uac15\ub825\ud55c \ubaa8\ub378\uc744 \ud6a8\uc728\uc801\uc774\uace0 \uc800\ub834\ud55c \ube44\uc6a9\uc73c\ub85c \ubc30\ud3ec\ud558\uace0 \uc2e4\ud589\ud558\ub294 \ubc29\ubc95\uc774 \uae30\uc5c5\uacfc \uac1c\ubc1c\uc790\uac00 \uc9c1\uba74\ud55c \uc911\uc694\ud55c \uacfc\uc81c\ub85c \ub5a0\uc62c\ub790\uc2b5\ub2c8\ub2e4.\ub525\uc2dc\ud06c-R1<\/strong>\ud68d\uae30\uc801\uc778 \uc0dd\uc131 AI \uae30\ubcf8 \ubaa8\ub378\ub85c\uc11c \uac15\ub825\ud55c \ucd94\ub860 \ub2a5\ub825\uc744 \uac16\ucdc4\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc131\ub2a5\uacfc \ub9ac\uc18c\uc2a4 \ud65c\uc6a9\ub3c4 \uba74\uc5d0\uc11c\ub3c4 \ub6f0\uc5b4\ub0a9\ub2c8\ub2e4. \uc758 \ub3c4\uc6c0\uc73c\ub85c \uc544\ub9c8\uc874 \uc6f9 \uc11c\ube44\uc2a4(AWS)<\/strong> DeepSeek-R1\uc758 \uac15\ub825\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 \uc720\uc5f0\ud55c \ubc30\ud3ec \ubc29\ubc95\uc744 \ud1b5\ud574 \uc774\ub97c \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ud558\uc5ec \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc758 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 AWS\uc5d0\uc11c DeepSeek-R1 \ubaa8\ub378\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uc5ec \uc0dd\uc131 AI \ubd84\uc57c\uc5d0\uc11c \ub354 \ud070 \ud601\uc2e0\uc744 \uc774\ub8e8\ub294 \ubc29\ubc95\uc744 \uc790\uc138\ud788 \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

DeepSeek-R1 \uc18c\uac1c<\/strong><\/h4>\n

DeepSeek-R1\uc740 \uac15\ud654 \ud559\uc2b5\uacfc \ud558\uc774\ube0c\ub9ac\ub4dc \uc804\ubb38\uac00 \uc544\ud0a4\ud14d\ucc98\ub97c \uacb0\ud569\ud558\uc5ec \uc800\ub834\ud55c \ube44\uc6a9\uc73c\ub85c \ud6a8\uc728\uc801\uc778 \ucd94\ub860 \ubc0f \ucc98\ub9ac \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uace0\uae09 \uc0dd\uc131 AI \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \ub9ac\uc18c\uc2a4 \uc18c\ube44\uc5d0 \ub300\ud55c \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uac15\ub825\ud55c \uc218\ud559 \ubc0f \ud504\ub85c\uadf8\ub798\ubc0d \uae30\ub2a5\ub3c4 \uc720\uc9c0\ud558\ubbc0\ub85c \ud6a8\uc728\uc801\uc778 \ucef4\ud4e8\ud305\uc774 \ud544\uc694\ud55c \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub9e4\uc6b0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n

\uc774 \ubb38\uc11c\uc5d0\uc11c\ub294 \uc804 \uc138\uacc4 AWS \uc804\ubb38\uac00\uac00 \uc81c\uacf5\ud558\ub294 \ub9ac\uc18c\uc2a4\uc640 \uc2e4\uc81c \ucf54\ub4dc \uc608\uc81c\ub97c \ud1b5\ud574 AWS \ud658\uacbd\uc5d0\uc11c DeepSeek-R1 \ubaa8\ub378 \ubcc0\ud615\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uace0 \ubaa8\ubc94 \uc0ac\ub840\ub97c \ub3c4\ucd9c\ud569\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

\uc11c\ubc84\ub9ac\uc2a4 \ucd94\ub860: Amazon Bedrock \uc0ac\uc6a9\uc790 \uc815\uc758 \ubaa8\ub378 \uac00\uc838\uc624\uae30 \uc0ac\uc6a9<\/h4>\n

DeepSeek-R1\uc740 8B \ubc0f 70B \ub9e4\uac1c\ubcc0\uc218 \ubaa8\ub378(DeepSeek-R1-Distill-Llama-8B \ubc0f DeepSeek-R1-Distill-Llama-70B)\uc744 \ud3ec\ud568\ud558\uc5ec Llama Grouped Query Attention(GQA) \uc544\ud0a4\ud14d\ucc98\uc640 \ud638\ud658\ub418\ub294 \uac04\uc18c\ud654\ub41c \ubc84\uc804\uc744 \uc120\ubcf4\uc785\ub2c8\ub2e4. \ubaa8\ub378 \uac00\uc911\uce58\ub97c \ub0b4\ubcf4\ub0b4\uace0 \uc0ac\uc6a9\ud568\uc73c\ub85c\uc368 Amazon Bedrock \ucee4\uc2a4\ud140 \ubaa8\ub378 \uac00\uc838\uc624\uae30<\/strong>\uc0ac\uc6a9\uc790\ub294 AWS\uc5d0\uc11c \uc11c\ubc84\ub9ac\uc2a4 \ucd94\ub860\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc73c\uba70 Bedrock\uc758 \ud1b5\ud569 API\uc640 Guardrails\uc640 \uac19\uc740 \uace0\uae09 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec AI\uc758 \ucc45\uc784\uc131\uacfc \ubcf4\uc548\uc744 \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \uc774\ub7f0 \ubc29\uc2dd\uc73c\ub85c \ubc30\ud3ec\ub41c \ubaa8\ub378\uc740 \ucd94\ub860\ub7c9\uc5d0 \ub530\ub77c \uc694\uae08\uc774 \ubd80\uacfc\ub418\ubbc0\ub85c \ubaa8\ub378\uc758 \ube44\uc6a9 \ud6a8\uc728\uc131\uc774 \ud6e8\uc52c \ub192\uc544\uc9d1\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, 8B \ubaa8\ub378\uc5d0\ub294 \ubaa8\ub378 \ub2e8\uc704 2\uac1c\uac00 \ud544\uc694\ud558\uace0, 70B \ubaa8\ub378\uc5d0\ub294 \ub2e8\uc704 8\uac1c\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uac00\uc838\uc624\uae30 \ud504\ub85c\uc138\uc2a4\ub294 \ucd5c\ub300 30\ubd84\uc774 \uac78\ub9b4 \uc218 \uc788\uc73c\uba70, \ucf5c\ub4dc \uc2a4\ud0c0\ud2b8 \uc9c0\uc5f0 \uc2dc\uac04\uc740 10\ucd08\uc785\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

CPU\uc5d0\uc11c\uc758 \uc2e4\uc2dc\uac04 \ucd94\ub860: AWS Graviton\uacfc Amazon SageMaker \ud65c\uc6a9<\/h4>\n

DeepSeek-R1\uc740 \uc591\uc790\ud654 \ubc29\ubc95\uc744 \ud1b5\ud574 GPU\uac00 \ud544\uc694 \uc5c6\uc774 CPU \uae30\ubc18 \uc778\uc2a4\ud134\uc2a4\uc5d0\uc11c \ud6a8\uc728\uc801\uc778 \uc2e4\uc2dc\uac04 \ucd94\ub860\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud504\ub85c\uc138\uc2a4\ub294 \ub2e4\uc74c\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. LLama.cpp<\/strong> CPU \ucd94\ub860\uacfc \ud638\ud658\ub418\ub294 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. \uc801\uc808\ud55c \uc591\uc790\ud654 \ubc29\ubc95(\uc608: 4\ube44\ud2b8 \ub610\ub294 5\ube44\ud2b8 \uc591\uc790\ud654)\uc744 \uc120\ud0dd\ud558\uba74 \ucd5c\uace0\uc758 \uc18d\ub3c4\uc640 \uc815\ud655\ub3c4\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

AWS\ub294 LMStudio \ubc0f Unsloth\uc640 \uac19\uc740 \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \ucd9c\uc2dc\ud55c \ubaa8\ub378 \ubc84\uc804\uc744 \ud3ec\ud568\ud558\uc5ec \ub2e4\uc591\ud55c \ucd5c\uc801\ud654\ub41c \uc624\ud508 \uc18c\uc2a4 \uc815\ub7c9\uc801 \ubc84\uc804\uc744 \uc81c\uacf5\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 DeepSeek-R1\uc744 \ub354\uc6b1 \ud3b8\ub9ac\ud558\uac8c \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

GPU\uc5d0\uc11c\uc758 \uc2e4\uc2dc\uac04 \ucd94\ub860: Amazon SageMaker \ubc0f Amazon Bedrock Marketplace<\/h4>\n

\ub354\uc6b1 \uace0\uae09 \uc0ac\uc6a9 \uc2dc\ub098\ub9ac\uc624\uc758 \uacbd\uc6b0 AWS\ub3c4 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc544\ub9c8\uc874 \uc138\uc774\uc9c0\uba54\uc774\ucee4<\/strong> \uadf8\ub9ac\uace0 \uc544\ub9c8\uc874 \ubca0\ub4dc\ub85d \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4<\/strong> DeepSeek-R1 \ubaa8\ub378\uc744 GPU \uc778\uc2a4\ud134\uc2a4\uc5d0 \ubc30\ud3ec\ud569\ub2c8\ub2e4. \ud1b5\uacfc\ud558\ub2e4 \ubca0\ub4dc\ub77d \ub9c8\ucf13\ud50c\ub808\uc774\uc2a4<\/strong>\uc0ac\uc6a9\uc790\ub294 \uba87 \ub2e8\uacc4\ub9cc\uc73c\ub85c 671B \ub9e4\uac1c\ubcc0\uc218 DeepSeek-R1 \ubaa8\ub378\uc744 \ud074\ub77c\uc6b0\ub4dc\uc5d0 \uc27d\uac8c \ubc30\ud3ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uad8c\uc7a5\ub418\ub294 \uc778\uc2a4\ud134\uc2a4 \uad6c\uc131\uc740 \ub300\uaddc\ubaa8 \ubaa8\ub378 \ucd94\ub860\uc5d0 \uc801\ud569\ud55c p5e.48xlarge\uc785\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

AWS Trainium\uc5d0\uc11c\uc758 \uc2e4\uc2dc\uac04 \ucd94\ub860<\/h4>\n

AWS Trainium\uc740 \uc0dd\uc131\uc801 AI \uc6cc\ud06c\ub85c\ub4dc\uc5d0 \ucd5c\uc801\ud654\ub41c AI \ucef4\ud4e8\ud305 \uce69\uc785\ub2c8\ub2e4. \uc0ac\uc6a9 AWS \ub274\ub7f0 SDK<\/strong>DeepSeek-R1\uc740 Trainium \uc778\uc2a4\ud134\uc2a4\uc5d0\uc11c \ud6a8\uc728\uc801\uc778 \ucd94\ub860\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Trainium\uc740 vLLM \ub4f1 \uc77c\ubd80 \uc778\uae30 \uc788\ub294 \ucd94\ub860 \ucd5c\uc801\ud654 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc9c0\uc6d0\ud558\uc9c0\ub9cc, \ud2b9\ud788 \ub300\uaddc\ubaa8 AI \uc791\uc5c5\uc5d0 \ub300\ud574 \ub354 \ub098\uc740 \ucd94\ub860 \ud6a8\uc728\uc131\uacfc \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud558\uae30 \uc704\ud574 \uacc4\uc18d \ucd5c\uc801\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

\ucd94\ub860 \uae30\ub2a5 \ud655\uc7a5: EKS \ubc0f Amazon EKS \uc790\ub3d9 \ubaa8\ub4dc\uc758 Ray<\/h4>\n

\ucd94\ub860 \uc778\ud504\ub77c\uc5d0 \ub300\ud55c \ub354 \ub9ce\uc740 \uc720\uc5f0\uc131\uacfc \uc81c\uc5b4\ub97c \uc6d0\ud558\uc2dc\uba74 \ub2e4\uc74c\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. Amazon EKS \uc790\ub3d9 \ubaa8\ub4dc<\/strong> \ub610\ub294 \uc0ac\uc6a9 EKS\uc5d0 \ub300\ud55c \ub808\uc774<\/strong> DeepSeek-R1\uc758 \ucd94\ub860 \ub2a5\ub825\uc744 \ud655\uc7a5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c Kubernetes \ub3c4\uad6c\ub294 AI \uc6cc\ud06c\ub85c\ub4dc\ub97c \uc720\uc5f0\ud558\uac8c \uad00\ub9ac\ud558\uace0 \ud655\uc7a5\ud558\uba70 \ucef4\ud4e8\ud305, \uc2a4\ud1a0\ub9ac\uc9c0 \ubc0f \ub124\ud2b8\uc6cc\ud0b9 \uad00\ub9ac\ub97c \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

\ud5c8\uae45 \ud398\uc774\uc2a4 \uc804\uac1c \ubc0f \ubbf8\uc138 \uc870\uc815<\/h4>\n

DeepSeek-R1\uc774 \ucd9c\uc2dc\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uaef4\uc548\ub294 \uc5bc\uad74<\/strong> AWS\uc5d0\uc11c \ucd9c\uc2dc\ub418\uc5c8\uc73c\uba70 AWS\uc640 \uae34\ubc00\ud558\uac8c \ud1b5\ud569\ub418\uc5b4 \uc788\uc5b4 \uac1c\ubc1c\uc790\ub294 AWS \ud50c\ub7ab\ud3fc\uc5d0\uc11c DeepSeek \ubaa8\ub378\uc744 \uc27d\uac8c \ubc30\ud3ec\ud558\uace0 \ubbf8\uc138 \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud1b5\uacfc\ud558\ub2e4 \ud3ec\uc639 \uc5bc\uad74 \ud14d\uc2a4\ud2b8 \uc0dd\uc131 \ucd94\ub860(TGI)<\/strong>\uac1c\ubc1c\uc790\ub294 \uc0dd\uc131\uc801 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ud074\ub77c\uc6b0\ub4dc\uc5d0 \uc2e0\uc18d\ud558\uac8c \ubc30\ud3ec\ud558\uace0 Hugging Face\uc758 \uac15\ub825\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uacfc \ub9ac\uc18c\uc2a4\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

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\ubbf8\uc138 \uc870\uc815: Amazon SageMaker\uc5d0\uc11c\uc758 \ud6a8\uc728\uc801\uc778 \ubbf8\uc138 \uc870\uc815<\/h4>\n

DeepSeek-R1\uc740 \ub6f0\uc5b4\ub09c \ud6a8\uc728\uc131 \ub355\ubd84\uc5d0 \ubbf8\uc138 \uc870\uc815\uc5d0 \uc774\uc0c1\uc801\uc778 \uc120\ud0dd\uc785\ub2c8\ub2e4. AWS\uac00 \uc81c\uacf5\ud569\ub2c8\ub2e4 \ud30c\uc774\ud1a0\uce58 FSDP<\/strong> \uadf8\ub9ac\uace0 \ud050\ub85c\ub77c<\/strong> \ub2e4\uc74c\uacfc \uac19\uc740 \uc778\uae30 \uc788\ub294 \ub3c4\uc11c\uad00 \uc544\ub9c8\uc874 \uc138\uc774\uc9c0\uba54\uc774\ucee4<\/strong> \ud2b9\uc815 \uc791\uc5c5 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\ub3c4\ub85d \ubaa8\ub378\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \ubbf8\uc138 \uc870\uc815\ud569\ub2c8\ub2e4.<\/p>\n

 <\/p>\n

\uc694\uc57d\ud558\ub2e4<\/h4>\n

DeepSeek-R1 \ubaa8\ub378\uc740 AI \ucd94\ub860 \ubc0f \ucef4\ud4e8\ud305 \ubd84\uc57c\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc5ec \uc0dd\uc131 AI \ubd84\uc57c\uc5d0\uc11c \ud3ed\ub113\uc740 \uc8fc\ubaa9\uc744 \ubc1b\uc558\uc2b5\ub2c8\ub2e4. AWS\uc758 \uac15\ub825\ud55c \uc778\ud504\ub77c\ub294 DeepSeek-R1\uc5d0 \uc720\uc5f0\ud558\uace0 \uc800\ub834\ud55c \ubc30\ud3ec \ubc0f \ucd94\ub860 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc544\ub9c8\uc874 \ubca0\ub4dc\ub85d<\/strong> \uc544\uc9c1 \uc544\ub9c8\uc874 \uc138\uc774\uc9c0\uba54\uc774\ucee4<\/strong>, \uac1c\ubc1c\uc790\uac00 \uc7a0\uc7ac\ub825\uc744 \ucd5c\ub300\ud55c \uc2e4\ud604\ud558\uace0 \ud6a8\uc728\uc801\uc778 \uc0dd\uc131\uc801 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ub300\uaddc\ubaa8 AI \uc791\uc5c5\uc744 \ucc98\ub9ac\ud574\uc57c \ud558\ub294 \uc0ac\uc6a9\uc790\uc758 \uacbd\uc6b0 \ud3c9\uac00\ub97c \uc704\ud574 DeepSeek-R1\uc758 \uac04\uc18c\ud654\ub41c \ubc84\uc804(\uc608: 8B \ub610\ub294 70B \ub9e4\uac1c\ubcc0\uc218 \ubaa8\ub378)\uc73c\ub85c \uc2dc\uc791\ud55c \ub2e4\uc74c, \uc2e4\uc81c \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \uc810\ucc28 \ub354 \ud070 671B \ub9e4\uac1c\ubcc0\uc218 \ubaa8\ub378\ub85c \ud655\uc7a5\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"

\uc0dd\uc131\uc801 AI \uae30\uc220\uc758 \uae09\uc18d\ud55c \ubc1c\uc804\uc73c\ub85c, \uc774\ub7ec\ud55c \uac15\ub825\ud55c \ubaa8\ub378\uc744 \ud6a8\uc728\uc801\uc774\uace0 \uc800\ub834\ud55c \ube44\uc6a9\uc73c\ub85c \ubc30\ud3ec\ud558\uace0 \uc2e4\ud589\ud558\ub294 \ubc29\ubc95\uc774 \uae30\uc5c5\uacfc \uac1c\ubc1c\uc790\uac00 \uc9c1\uba74\ud55c \uc911\uc694\ud55c \uacfc\uc81c\ub85c \ub5a0\uc62c\ub790\uc2b5\ub2c8\ub2e4. DeepSeek-R1\uc740 \ud68d\uae30\uc801\uc778 \uc0dd\uc131 AI \uae30\ubcf8 \ubaa8\ub378\ub85c\uc11c \uac15\ub825\ud55c \ucd94\ub860 \ub2a5\ub825\uc744 \uac16\ucdc4\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \uc131\ub2a5\uacfc \ub9ac\uc18c\uc2a4 \ud65c\uc6a9\ub3c4 \uba74\uc5d0\uc11c\ub3c4 \ub6f0\uc5b4\ub0a9\ub2c8\ub2e4. Amazon Web Services(AWS)\uc758 \uac15\ub825\ud55c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\ub294 \uc720\uc5f0\ud55c \ubc30\ud3ec \ubc29\ubc95\uc744 \ud1b5\ud574 DeepSeek-R1\uc744 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ud558\uc5ec \ub2e4\uc591\ud55c \uc0b0\uc5c5\uc758 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":2627,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-2624","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\/2624","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=2624"}],"version-history":[{"count":0,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/2624\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media\/2627"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media?parent=2624"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/categories?post=2624"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/tags?post=2624"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}