{"id":2545,"date":"2025-02-11T17:53:25","date_gmt":"2025-02-11T09:53:25","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=2545"},"modified":"2025-02-11T17:54:09","modified_gmt":"2025-02-11T09:54:09","slug":"atcdmx","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ja\/atcdmx\/","title":{"rendered":"AWS\u304cDeepSeek-R1\u30e2\u30c7\u30eb\u3092\u30ea\u30ea\u30fc\u30b9"},"content":{"rendered":"<p>\u751f\u6210 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u898f\u6a21\u304c\u62e1\u5927\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u8a08\u7b97\u30b3\u30b9\u30c8\u304c\u975e\u5e38\u306b\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u4eba\u3005\u306f\u3001\u304a\u91d1\u306b\u898b\u5408\u3063\u305f\u4fa1\u5024\u3092\u975e\u5e38\u306b\u6c42\u3081\u3066\u3044\u307e\u3059\u3002\u7b2c\u4e8c\u306b\u3001\u672c\u5f53\u306b\u512a\u308c\u305f\u751f\u6210 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u306e\u306f\u3001\u5b9f\u306f\u304b\u306a\u308a\u96e3\u3057\u3044\u3067\u3059\u3002 3 \u756a\u76ee\u306b\u3001\u30d3\u30eb\u30c0\u30fc\u306b\u3084\u308a\u305f\u3044\u3053\u3068\u3092\u9078\u629e\u3059\u308b\u81ea\u7531\u3092\u4e0e\u3048\u308b\u3068\u3001\u4f7f\u7528\u3055\u308c\u308b\u30e2\u30c7\u30eb\u306f\u591a\u69d8\u306b\u306a\u308a\u307e\u3059\u3002 Amazon \u304c\u63d0\u4f9b\u3059\u308b\u30e2\u30c7\u30eb\u306e\u5e45\u5e83\u3055\u3068\u5965\u6df1\u3055\u306b\u3088\u308a\u3001\u304a\u5ba2\u69d8\u306f\u72ec\u81ea\u306e\u30cb\u30fc\u30ba\u306b\u6700\u9069\u306a\u6a5f\u80fd\u3092\u6b63\u78ba\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002 AWS \u306f\u3001\u9867\u5ba2\u306e\u30cb\u30fc\u30ba\u3068\u6280\u8853\u306e\u9032\u6b69\u3092\u7dbf\u5bc6\u306b\u76e3\u8996\u3057\u3001\u6709\u671b\u306a\u65b0\u30e2\u30c7\u30eb\u3068\u5b9f\u7e3e\u306e\u3042\u308b\u696d\u754c\u3067\u4eba\u6c17\u306e\u30e2\u30c7\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30e2\u30c7\u30eb\u306e\u9078\u629e\u80a2\u3092\u5b9a\u671f\u7684\u306b\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002\u5f53\u793e\u306e\u9ad8\u6027\u80fd\u304b\u3064\u5dee\u5225\u5316\u3055\u308c\u305f\u30e2\u30c7\u30eb\u63d0\u4f9b\u306e\u7d99\u7d9a\u7684\u306a\u62e1\u5927\u306b\u3088\u308a\u3001\u304a\u5ba2\u69d8\u306f AI \u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u6700\u524d\u7dda\u306b\u7559\u307e\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>Amazon Bedrock\u3068Amazon SageMaker AI\u304c\u5229\u7528\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f<\/strong>Amazon Bedrock \u306b DeepSeek-R1 \u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3053\u3068\u306f\u3001API \u3092\u4ecb\u3057\u3066\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e\u57fa\u672c\u30e2\u30c7\u30eb\u3092\u8fc5\u901f\u306b\u7d71\u5408\u3057\u305f\u3044\u30c1\u30fc\u30e0\u306b\u6700\u9069\u3067\u3059\u3002 Amazon SageMaker AI \u306f\u3001\u57fa\u76e4\u3068\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u4f34\u3046\u9ad8\u5ea6\u306a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3092\u5fc5\u8981\u3068\u3059\u308b\u7d44\u7e54\u306b\u6700\u9069\u3067\u3059\u3002\u3055\u3089\u306b\u3001AWS Trainium \u3068 AWS Inferentia \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001Amazon Elastic Compute Cloud (Amazon EC2) \u307e\u305f\u306f Amazon SageMaker AI \u3092\u901a\u3058\u3066 DeepSeek-R1-Distill \u30e2\u30c7\u30eb\u3092\u30b3\u30b9\u30c8\u52b9\u7387\u3088\u304f\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>AWS \u3067\u306f\u3001DeepSeek-R1 \u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u751f\u6210 AI \u306e\u30a2\u30a4\u30c7\u30a2\u3092\u69cb\u7bc9\u3001\u5b9f\u9a13\u3057\u3001\u8cac\u4efb\u3092\u6301\u3063\u3066\u62e1\u5f35\u3067\u304d\u308b\u305f\u3081\u3001\u3053\u306e\u5f37\u529b\u3067\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30e2\u30c7\u30eb\u3092\u6700\u5c0f\u9650\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u6295\u8cc7\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u8003\u616e\u3057\u3066\u69cb\u7bc9\u3055\u308c\u305f AWS \u30b5\u30fc\u30d3\u30b9\u3092\u901a\u3058\u3066\u3001\u751f\u6210 AI \u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u81ea\u4fe1\u3092\u6301\u3063\u3066\u63a8\u9032\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u751f\u6210 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3055\u3089\u306a\u308b\u4fdd\u8b77\u30ec\u30a4\u30e4\u30fc\u3092\u8ffd\u52a0\u3059\u308b\u305f\u3081\u306b\u3001DeepSeek-R1 \u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3092 Amazon Bedrock Guardrails \u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u3092\u5f37\u304f\u304a\u52e7\u3081\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001Amazon Bedrock \u3068 Amazon SageMaker AI \u306e\u4e21\u65b9\u306e\u304a\u5ba2\u69d8\u304c\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059\u3002<\/p>\n<p>DeepSeek-R1 \u30e2\u30c7\u30eb\u3092 AWS \u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u65b9\u6cd5\u3092\u6b21\u306e\u65b9\u6cd5\u3067\u9078\u629e\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p><strong>1. DeepSeek-R1 \u30e2\u30c7\u30eb\u7528\u306e Amazon Bedrock \u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9<\/strong><\/p>\n<p><strong>2. DeepSeek-R1 \u30e2\u30c7\u30eb\u7528\u306e Amazon SageMaker JumpStart<\/strong><\/p>\n<p><strong>3. DeepSeek-R1-Distill \u30e2\u30c7\u30eb\u7528\u306e Amazon Bedrock \u9867\u5ba2\u30e2\u30c7\u30eb\u306e\u30a4\u30f3\u30dd\u30fc\u30c8<\/strong><\/p>\n<p><strong>4. DeepSeek-R1-Distill \u30e2\u30c7\u30eb\u7528\u306e Amazon EC2 Trn1 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9<\/strong>\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u306f\u3001AWS \u3067 DeepSeek-R1 \u30e2\u30c7\u30eb\u306e\u4f7f\u7528\u3092\u958b\u59cb\u3059\u308b\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u6700\u521d\u306e AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u3067\u3082\u3001\u65e2\u5b58\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u62e1\u5f35\u3059\u308b\u5834\u5408\u3067\u3082\u3001\u3053\u308c\u3089\u306e\u65b9\u6cd5\u8ad6\u306f\u3001\u30c1\u30fc\u30e0\u306e\u5c02\u9580\u77e5\u8b58\u3068\u8981\u4ef6\u306b\u57fa\u3065\u3044\u305f\u67d4\u8edf\u306a\u51fa\u767a\u70b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>1. Amazon Bedrock Marketplace \u306e DeepSeek-R1 \u30e2\u30c7\u30eb<\/strong><br \/>\nAmazon Bedrock \u30de\u30fc\u30b1\u30c3\u30c8\u30d7\u30ec\u30a4\u30b9\u3067\u306f\u3001100 \u7a2e\u985e\u3092\u8d85\u3048\u308b\u4eba\u6c17 FM\u3001\u65b0\u8208 FM\u3001\u5c02\u9580 FM \u306e\u307b\u304b\u3001\u73fe\u5728 Amazon Bedrock \u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u696d\u754c\u3092\u30ea\u30fc\u30c9\u3059\u308b\u30e2\u30c7\u30eb\u306e\u53b3\u9078\u30bb\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u5358\u4e00\u306e\u30ab\u30bf\u30ed\u30b0\u5185\u306e\u30e2\u30c7\u30eb\u3092\u7c21\u5358\u306b\u691c\u51fa\u3057\u3001\u30b5\u30d6\u30b9\u30af\u30e9\u30a4\u30d6\u3057\u3066\u3001\u7ba1\u7406\u5bfe\u8c61\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Amazon Bedrock Marketplace\u3067DeepSeek-R1\u30e2\u30c7\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u306b\u306f\u3001Amazon Bedrock\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001<b>\u57fa\u790e\u30e2\u30c7\u30eb<\/b>\u30bb\u30af\u30b7\u30e7\u30f3\u306e\u4e0b<b>\u30e2\u30c7\u30eb\u30ab\u30bf\u30ed\u30b0<\/b>\u3002 DeepSeek \u306f\u3001\u30e2\u30c7\u30eb \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3067\u691c\u7d22\u307e\u305f\u306f\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3059\u3050\u306b\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<b><\/b><\/p>\n<p>&nbsp;<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-93436\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/01\/30\/2025-deepseek-r1-on-aws-3-bedrock-marketplace.png\" alt=\"\" width=\"2365\" height=\"1022\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u30e2\u30c7\u30eb\u306e\u6a5f\u80fd\u3084\u5b9f\u88c5\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u542b\u3080\u30e2\u30c7\u30eb\u306e\u8a73\u7d30\u30da\u30fc\u30b8\u3092\u8868\u793a\u3057\u305f\u5f8c\u3001\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u540d\u3092\u6307\u5b9a\u3057\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u6570\u3092\u9078\u629e\u3057\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u3092\u76f4\u63a5\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-93437\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/01\/30\/2025-deepseek-r1-on-aws-3-bedrock-marketplace-deploy.png\" alt=\"\" width=\"2154\" height=\"1201\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u307e\u305f\u3001VPC \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30fc\u30d3\u30b9 \u30ed\u30fc\u30eb\u306e\u6a29\u9650\u3001\u6697\u53f7\u5316\u8a2d\u5b9a\u306a\u3069\u3001DeepSeek-R1 \u30e2\u30c7\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u8a2d\u5b9a\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u305f\u3081\u306e\u8a73\u7d30\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u69cb\u6210\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u5b9f\u7a3c\u50cd\u74b0\u5883\u3067\u306e\u5c55\u958b\u3067\u306f\u3001\u7d44\u7e54\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u3088\u3046\u306b\u3053\u308c\u3089\u306e\u8a2d\u5b9a\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>Amazon Bedrock Guardrails \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u3068\u30e2\u30c7\u30eb\u51fa\u529b\u3092\u500b\u5225\u306b\u8a55\u4fa1\u3067\u304d\u307e\u3059\u3002\u751f\u6210 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u306e\u4e0d\u5feb\u3067\u6709\u5bb3\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u5b9a\u7fa9\u6e08\u307f\u306e\u30dd\u30ea\u30b7\u30fc \u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u3068 DeepSeek-R1 \u9593\u306e\u3084\u308a\u53d6\u308a\u3092\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002 Amazon Bedrock Marketplace \u306e DeepSeek-R1 \u30e2\u30c7\u30eb\u306f\u3001Bedrock \u306e ApplyGuardrail API \u3067\u306e\u307f\u4f7f\u7528\u3067\u304d\u3001Amazon Bedrock \u5916\u3067\u5229\u7528\u53ef\u80fd\u306a\u30ab\u30b9\u30bf\u30e0 FM \u304a\u3088\u3073\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3 FM \u306e\u30e6\u30fc\u30b6\u30fc\u5165\u529b\u3068\u30e2\u30c7\u30eb\u5fdc\u7b54\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u300cAmazon Bedrock Guardrails \u3092\u4f7f\u7528\u3057\u305f\u30e2\u30c7\u30eb\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u5b9f\u88c5\u300d\u3092\u304a\u8aad\u307f\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>Amazon Bedrock Guardrails \u306f\u3001Amazon Bedrock Agents \u3084 Amazon Bedrock Knowledge Base \u306a\u3069\u306e\u4ed6\u306e Bedrock \u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3057\u3066\u3001\u8cac\u4efb\u3042\u308b AI \u30dd\u30ea\u30b7\u30fc\u306b\u6e96\u62e0\u3057\u305f\u3001\u3088\u308a\u5b89\u5168\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u751f\u6210 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001AWS Responsible AI \u30da\u30fc\u30b8\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><b>2. Amazon SageMaker JumpStart \u306e DeepSeek-R1 \u30e2\u30c7\u30eb<\/b><br \/>\nAmazon SageMaker JumpStart \u306f\u3001FM\u3001\u7d44\u307f\u8fbc\u307f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u304a\u3088\u3073\u6570\u56de\u30af\u30ea\u30c3\u30af\u3059\u308b\u3060\u3051\u3067\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u4e8b\u524d\u69cb\u7bc9\u6e08\u307f\u306e ML \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5099\u3048\u305f\u6a5f\u68b0\u5b66\u7fd2 (ML) \u30cf\u30d6\u3067\u3059\u3002 SageMaker JumpStart \u3067 DeepSeek-R1 \u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u306b\u306f\u3001SageMaker Unified Studio\u3001SageMaker Studio\u3001SageMaker AI \u30b3\u30f3\u30bd\u30fc\u30eb\u3001\u307e\u305f\u306f SageMaker Python SDK \u3092\u901a\u3058\u3066\u30d7\u30ed\u30b0\u30e9\u30e0\u3067 DeepSeek-R1 \u30e2\u30c7\u30eb\u3092\u691c\u51fa\u3057\u307e\u3059\u3002<\/p>\n<p>Amazon SageMaker AI\u30b3\u30f3\u30bd\u30fc\u30eb\u3067SageMaker Studio\u3092\u958b\u304d\u3001<b>\u30b8\u30e3\u30f3\u30d7\u30b9\u30bf\u30fc\u30c8<\/b><code>\u30c7\u30a3\u30fc\u30d7\u30b7\u30fc\u30af-R1<\/code>\u00a0\u3001 \u305d\u308c\u304b\u3089<b>\u3059\u3079\u3066\u306e\u516c\u958b\u30e2\u30c7\u30eb<\/b>\u30da\u30fc\u30b8\u5185\u3067\u300c \u300d\u3092\u691c\u7d22\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-93438\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/01\/30\/2025-deepseek-r1-on-aws-5-sagemaker-jumpstart.png\" alt=\"\" width=\"2585\" height=\"1735\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u3001\u300c\u30c7\u30d7\u30ed\u30a4\u300d\u3092\u9078\u629e\u3059\u308b\u3068\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u3067\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u304c<b>\u73fe\u5f79<\/b>\u72b6\u614b\u306b\u5230\u9054\u3059\u308b\u3068\u3001\u305d\u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3057\u3066\u63a8\u8ad6\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-93439\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/01\/30\/2025-deepseek-r1-on-aws-6-sagemaker-jumpstart-deploy.png\" alt=\"\" width=\"2441\" height=\"1736\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>Amazon SageMaker Pipelines\u3001Amazon SageMaker Debugger\u3001\u30b3\u30f3\u30c6\u30ca\u30ed\u30b0\u306a\u3069\u306e Amazon SageMaker AI \u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3001\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068 ML \u64cd\u4f5c\u3092\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f AWS \u306e\u5b89\u5168\u306a\u74b0\u5883\u306b\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u3001\u4eee\u60f3\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30af\u30e9\u30a6\u30c9 (VPC) \u306b\u3088\u3063\u3066\u5236\u5fa1\u3055\u308c\u3001\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u30b5\u30dd\u30fc\u30c8\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p>Bedrock Marketplace\u3068\u540c\u69d8\u306b\u3001<code>\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u3092\u9069\u7528\u3059\u308b<\/code>SageMaker JumpStart \u306e API \u306f\u3001\u751f\u6210 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u3092 DeepSeek-R1 \u30e2\u30c7\u30eb\u304b\u3089\u5206\u96e2\u3057\u307e\u3059\u3002\u30ac\u30fc\u30c9\u306f FM \u3092\u547c\u3073\u51fa\u3055\u306a\u304f\u3066\u3082\u4f7f\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u30e2\u30c7\u30eb\u306b\u95a2\u4fc2\u306a\u304f\u3001\u6a19\u6e96\u5316\u3055\u308c\u5fb9\u5e95\u7684\u306b\u30c6\u30b9\u30c8\u3055\u308c\u305f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30ac\u30fc\u30c9\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 \u30d7\u30ed\u30bb\u30b9\u306b\u3055\u3089\u306b\u7d71\u5408\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><b>3. Amazon Bedrock Custom Model Import\u3092\u4f7f\u7528\u3057\u3066DeepSeek-R1-Distill\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b<\/b><br \/>\nAmazon Bedrock \u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u30a4\u30f3\u30dd\u30fc\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u57fa\u76e4\u3068\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u5358\u4e00\u306e\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306e\u7d71\u5408 API \u3092\u901a\u3058\u3066\u3001\u65e2\u5b58\u306e FM \u3068\u4e00\u7dd2\u306b\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002 Amazon Bedrock \u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u30a4\u30f3\u30dd\u30fc\u30c8\u3092\u4f7f\u7528\u3059\u308b\u3068\u300115 \u5104\u304b\u3089 700 \u5104\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306b\u53ca\u3076 DeepSeek-R1-Distill \u30e2\u30c7\u30eb\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u306e\u516c\u958b\u30e2\u30c7\u30eb\u3092Amazon Simple Storage Service (Amazon S3)\u30d0\u30b1\u30c3\u30c8\u307e\u305f\u306fAmazon SageMaker\u30e2\u30c7\u30eb\u30ec\u30b8\u30b9\u30c8\u30ea\u306b\u4fdd\u5b58\u3057\u305f\u5f8c\u3001Amazon Bedrock\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002<b>\u57fa\u672c\u30e2\u30c7\u30eb<\/b>\u6b21<b>\u30e2\u30c7\u30eb\u306e\u30a4\u30f3\u30dd\u30fc\u30c8<\/b>\u305d\u306e\u5f8c\u3001Amazon Bedrock \u3092\u4ecb\u3057\u3066\u5b8c\u5168\u306b\u7ba1\u7406\u3055\u308c\u305f\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u74b0\u5883\u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3055\u308c\u3001\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9 \u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u7ba1\u7406\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba \u30b0\u30ec\u30fc\u30c9\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002<b><\/b><\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-93428\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/01\/30\/2025-deepseek-r1-on-aws-4-bedrock-custom-model-import.png\" alt=\"\" width=\"2424\" height=\"887\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><strong>2\u67081\u65e5\u306b\u66f4\u65b0<\/strong>\u2013 \u6d17\u7df4\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u305f\u3089\u3001Bedrock \u30d7\u30ec\u30a4\u30b0\u30e9\u30a6\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001\u6d17\u7df4\u3055\u308c\u305f\u30e2\u30c7\u30eb\u304c\u5165\u529b\u306b\u3069\u306e\u3088\u3046\u306b\u53cd\u5fdc\u3059\u308b\u304b\u3092\u7406\u89e3\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-93479\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/02\/02\/bedrock-customer-model-import-playground-1.jpg\" alt=\"\" width=\"1887\" height=\"1182\" \/><\/p>\n<p>&nbsp;<\/p>\n<p><b>4. AWS Trainium \u3068 AWS Inferentia \u3092\u4f7f\u7528\u3057\u305f DeepSeek-R1-Distill \u30e2\u30c7\u30eb<\/b><br \/>\nAWS Deep Learning AMI (DLAMI) \u306f\u3001\u5c0f\u898f\u6a21\u306a CPU \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304b\u3089\u6700\u65b0\u306e\u9ad8\u6027\u80fd\u30de\u30eb\u30c1 GPU \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u307e\u3067\u3001\u5e45\u5e83\u3044 Amazon EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u4f7f\u7528\u3067\u304d\u308b\u30ab\u30b9\u30bf\u30e0\u30de\u30b7\u30f3\u30a4\u30e1\u30fc\u30b8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u6700\u9ad8\u306e\u4fa1\u683c\/\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5f97\u308b\u305f\u3081\u306b\u3001DeepSeek-R1-Distill \u30e2\u30c7\u30eb\u3092 AWS Trainuim1 \u307e\u305f\u306f AWS Inferentia2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305aAmazon EC2\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059<code>trn1.32xlarge<\/code>\u305d\u3057\u3066\u3001Deep Learning AMI Neuron (Ubuntu 22.04) \u3068\u3044\u3046\u540d\u524d\u306e Neuron Multi Framework DLAMI \u3092\u4f7f\u7528\u3057\u3066 EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-93429\" src=\"https:\/\/d2908q01vomqb2.cloudfront.net\/da4b9237bacccdf19c0760cab7aec4a8359010b0\/2025\/01\/30\/2025-deepseek-r1-on-aws-7-ec2-instance.png\" alt=\"\" width=\"2394\" height=\"1504\" \/><\/p>\n<p>\u8d77\u52d5\u3057\u305f ec2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u63a5\u7d9a\u3057\u305f\u3089\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u3092\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30c4\u30fc\u30eb\u3067\u3042\u308b vLLM \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001Hugging Face \u304b\u3089 DeepSeek-R1-Distill \u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002 vLLM \u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u3001\u30e2\u30c7\u30eb \u30b5\u30fc\u30d0\u30fc\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3><b>\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u3053\u3068<\/b><\/h3>\n<h3>\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u91cd\u8981\u306a\u4e8b\u9805\u3092\u3044\u304f\u3064\u304b\u793a\u3057\u307e\u3059\u3002<\/h3>\n<ul>\n<li><b>\u4fa1\u683c<\/b>\u2013 DeepSeek-R1 \u306a\u3069\u306e\u516c\u958b\u30e2\u30c7\u30eb\u306e\u5834\u5408\u3001Amazon Bedrock Markeplace\u3001Amazon SageMaker JumpStart\u3001Amazon EC2 \u3067\u9078\u629e\u3057\u305f\u63a8\u8ad6\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u6642\u9593\u6570\u306b\u57fa\u3065\u3044\u3066\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u6599\u91d1\u306e\u307f\u3092\u652f\u6255\u3044\u307e\u3059\u3002 Bedrock \u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\u306e\u5834\u5408\u3001\u30e2\u30c7\u30eb\u63a8\u8ad6\u306e\u6599\u91d1\u306f\u30ab\u30b9\u30bf\u30e0 \u30e2\u30c7\u30eb\u306e\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u30b3\u30d4\u30fc\u306e\u6570\u306b\u57fa\u3065\u3044\u3066 5 \u5206\u5358\u4f4d\u3067\u8ab2\u91d1\u3055\u308c\u308b\u306e\u3067\u3001\u6599\u91d1\u306e\u307f\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001Amazon Bedrock \u306e\u6599\u91d1\u3001Amazon SageMaker AI \u306e\u6599\u91d1\u3001Amazon EC2 \u306e\u6599\u91d1\u30da\u30fc\u30b8\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/li>\n<li><b>\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/b><b>\u00a0<\/b>\u2013 Amazon Bedrock \u3068 Amazon SageMaker \u306e\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30b0\u30ec\u30fc\u30c9\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5b89\u5168\u6027\u3068\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u3092\u7dad\u6301\u3067\u304d\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30c7\u30fc\u30bf\u306f\u30e2\u30c7\u30eb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u5171\u6709\u3055\u308c\u305a\u3001\u30e2\u30c7\u30eb\u306e\u6539\u5584\u306b\u3082\u4f7f\u7528\u3055\u308c\u307e\u305b\u3093\u3002\u3053\u308c\u306f\u3001Amazon Bedrock \u304a\u3088\u3073 Amazon SageMaker \u306e DeepSeek-R1 \u30e2\u30c7\u30eb\u306a\u3069\u3001\u3059\u3079\u3066\u306e\u30e2\u30c7\u30eb (\u72ec\u81ea\u306e\u30e2\u30c7\u30eb\u304a\u3088\u3073\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30e2\u30c7\u30eb) \u306b\u9069\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3><strong>\u8981\u7d04\u3059\u308b<\/strong><\/h3>\n<p>DeepSeek \u30e2\u30c7\u30eb\u306f\u3001AI \u5206\u91ce\u306b\u304a\u3051\u308b AWS \u306e\u6700\u5148\u7aef\u306e\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u8868\u3057\u3066\u304a\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u306b\u5f37\u529b\u306a\u30c7\u30fc\u30bf\u5206\u6790\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u306e\u52a0\u901f\u3001\u30d3\u30b8\u30cd\u30b9 \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u5411\u4e0a\u3001\u9867\u5ba2\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u6700\u9069\u5316\u306a\u3069\u3001DeepSeek \u306f\u4f01\u696d\u306b\u5927\u304d\u306a\u4fa1\u5024\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u3088\u308a\u591a\u304f\u306e\u4f01\u696d\u304c\u3053\u306e\u6700\u5148\u7aef\u6280\u8853\u3092\u3067\u304d\u308b\u3060\u3051\u65e9\u304f\u4f53\u9a13\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u5f53\u793e\u306f\u72ec\u5360\u7684\u306a\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u304a\u3088\u3073\u5c0e\u5165\u30b5\u30dd\u30fc\u30c8 \u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u7279\u5225\u30aa\u30d5\u30a1\u30fc\u3092\u958b\u59cb\u3057\u307e\u3057\u305f\u3002\u5f0a\u793e\u3092\u901a\u3058\u3066\u3001DeepSeek \u30e2\u30c7\u30eb\u3092\u5b9f\u969b\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u6700\u77ed\u6642\u9593\u3067\u9069\u7528\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u5909\u9769\u3092\u652f\u63f4\u3057\u3001\u7af6\u4e89\u529b\u3092\u5f37\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30aa\u30d5\u30a1\u30fc\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u30da\u30fc\u30b8\u4e0b\u90e8\u306e QR \u30b3\u30fc\u30c9\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u751f\u6210 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u898f\u6a21\u304c\u62e1\u5927\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u8a08\u7b97\u30b3\u30b9\u30c8\u304c\u975e\u5e38\u306b\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u4eba\u3005\u306f\u3001\u304a\u91d1\u306b\u898b\u5408\u3063\u305f\u4fa1\u5024\u3092\u975e\u5e38\u306b\u6c42\u3081\u3066\u3044\u307e\u3059\u3002\u7b2c\u4e8c\u306b\u3001\u672c\u5f53\u306b\u512a\u308c\u305f\u751f\u6210 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u306e\u306f\u3001\u5b9f\u306f\u304b\u306a\u308a\u96e3\u3057\u3044\u3067\u3059\u3002 3 \u756a\u76ee\u306b\u3001\u30d3\u30eb\u30c0\u30fc\u306b\u3084\u308a\u305f\u3044\u3053\u3068\u3092\u9078\u629e\u3059\u308b\u81ea\u7531\u3092\u4e0e\u3048\u308b\u3068\u3001\u4f7f\u7528\u3055\u308c\u308b\u30e2\u30c7\u30eb\u306f\u591a\u69d8\u306b\u306a\u308a\u307e\u3059\u3002 Amazon \u304c\u63d0\u4f9b\u3059\u308b\u30e2\u30c7\u30eb\u306e\u5e45\u5e83\u3055\u3068\u5965\u6df1\u3055\u306b\u3088\u308a\u3001\u304a\u5ba2\u69d8\u306f\u72ec\u81ea\u306e\u30cb\u30fc\u30ba\u306b\u6700\u9069\u306a\u6a5f\u80fd\u3092\u6b63\u78ba\u306b\u9078\u629e\u3067\u304d\u307e\u3059\u3002 AWS \u306f\u3001\u9867\u5ba2\u306e\u30cb\u30fc\u30ba\u3068\u6280\u8853\u306e\u9032\u6b69\u3092\u7dbf\u5bc6\u306b\u76e3\u8996\u3057\u3001\u6709\u671b\u306a\u65b0\u30e2\u30c7\u30eb\u3068\u5b9f\u7e3e\u306e\u3042\u308b\u696d\u754c\u3067\u4eba\u6c17\u306e\u30e2\u30c7\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30e2\u30c7\u30eb\u306e\u9078\u629e\u80a2\u3092\u5b9a\u671f\u7684\u306b\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002\u5f53\u793e\u306e\u9ad8\u6027\u80fd\u304b\u3064\u5dee\u5225\u5316\u3055\u308c\u305f\u30e2\u30c7\u30eb\u63d0\u4f9b\u306e\u7d99\u7d9a\u7684\u306a\u62e1\u5927\u306b\u3088\u308a\u3001\u304a\u5ba2\u69d8\u306f AI \u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u6700\u524d\u7dda\u306b\u7559\u307e\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>","protected":false},"author":1,"featured_media":2546,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-2545","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts\/2545","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/comments?post=2545"}],"version-history":[{"count":0,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts\/2545\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/media\/2546"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/media?parent=2545"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/categories?post=2545"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/tags?post=2545"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}