{"id":155875,"date":"2025-09-03T11:56:05","date_gmt":"2025-09-03T18:56:05","guid":{"rendered":"https:\/\/unit42.paloaltonetworks.com\/?p=155875"},"modified":"2025-09-09T09:40:15","modified_gmt":"2025-09-09T16:40:15","slug":"model-namespace-reuse","status":"publish","type":"post","link":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/","title":{"rendered":"\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u30c6\u30af\u30cb\u30c3\u30af: AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u57fa\u672c\u7684\u5074\u9762\u3092\u8aa4\u7528\u3059\u308b"},"content":{"rendered":"<h2><a id=\"post-155875-_4lt92rr5muov\"><\/a>\u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6 \u30b5\u30de\u30ea\u30fc<\/h2>\n<p>\u6211\u3005\u306e\u8abf\u67fb\u306b\u3088\u308a\u3001AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306b\u5b58\u5728\u3059\u308b\u6839\u672c\u7684\u306a\u6b20\u9665\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u6b20\u9665\u3092\u60aa\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u653b\u6483\u8005\u306fMicrosoft\u793e\u306eAzure AI Foundry\u3084Google\u793e\u306eVertex AI\u3068\u3044\u3063\u305f\u4e3b\u8981\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u3055\u3089\u306b\u306f\u6570\u5343\u3082\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u304a\u3044\u3066\u3001\u30ea\u30e2\u30fc\u30c8\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b(RCE)\u306a\u3069\u306e\u653b\u6483\u3092\u4ed5\u639b\u3051\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u6211\u3005\u306f\u3053\u306e\u554f\u984c\u3092\u300c<b>\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528 <\/b>(Model Namespace Reuse)\u300d\u3068\u547c\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<p>Hugging Face\u306f\u3001AI\u958b\u767a\u8005\u304c\u30e2\u30c7\u30eb\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u69cb\u7bc9\u3001\u5171\u6709\u3001\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u305f\u3081\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u304a\u3044\u3066\u300c\u540d\u524d\u7a7a\u9593\u300d\u3068\u306f\u3001\u30e2\u30c7\u30eb\u3092\u8b58\u5225\u3059\u308b\u305f\u3081\u306eID\u3067\u3042\u308a\u3001\u5404\u30e2\u30c7\u30eb\u306fHugging Face Hub\u4e0a\u306bGit\u30ea\u30dd\u30b8\u30c8\u30ea\u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u3066\u3044\u307e\u3059\u3002Hugging Face\u306e\u30e2\u30c7\u30eb\u306b\u306f\u3001\u958b\u767a\u8005\u304c\u305d\u306e\u30e2\u30c7\u30eb\u3092\u5229\u7528\u53ef\u80fd\u306b\u3059\u308b\u305f\u3081\u306e\u8a2d\u5b9a\u3001\u91cd\u307f\u3001\u30b3\u30fc\u30c9\u3001\u305d\u3057\u3066\u95a2\u9023\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u300c\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u300d\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u30e2\u30c7\u30eb\u30ab\u30bf\u30ed\u30b0\u3084\u95a2\u9023\u30b3\u30fc\u30c9\u304c\u3001\u524a\u9664\u307e\u305f\u306f\u79fb\u7ba1\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3092\u305d\u306e\u540d\u524d\u306b\u3088\u3063\u3066\u53d6\u5f97\u3059\u308b\u969b\u306b\u767a\u751f\u3057\u307e\u3059\u3002\u60aa\u610f\u306e\u3042\u308b\u653b\u6483\u8005\u306f\u3001\u653e\u68c4\u3055\u308c\u305f\u540d\u524d\u7a7a\u9593\u3092\u518d\u767b\u9332\u3057\u3001\u5143\u306e\u30d1\u30b9\u3092\u518d\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u3092\u540d\u524d\u306e\u307f\u306b\u57fa\u3065\u3044\u3066\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u6a19\u7684\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u653b\u6483\u8005\u306f\u60aa\u610f\u306e\u3042\u308b\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u3001\u30b3\u30fc\u30c9\u5b9f\u884c\u80fd\u529b\u3092\u7372\u5f97\u3059\u308b\u3068\u3044\u3063\u305f\u69d8\u3005\u306a\u5f71\u97ff\u3092\u53ca\u307c\u3059\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u6211\u3005\u306f\u3053\u306e\u554f\u984c\u3092Google\u793e\u3001Microsoft\u793e\u3001\u305d\u3057\u3066Hugging Face\u793e\u306b\u8cac\u4efb\u3092\u6301\u3063\u3066\u958b\u793a\u3057\u307e\u3057\u305f\u304c\u3001\u305d\u306e\u4e2d\u6838\u3068\u306a\u308b\u554f\u984c\u306f\u3001\u30e2\u30c7\u30eb\u3092\u540d\u524d\u3060\u3051\u3067\u53d6\u5f97\u3059\u308b\u3059\u3079\u3066\u306e\u7d44\u7e54\u306b\u3068\u3063\u3066\u4f9d\u7136\u3068\u3057\u3066\u8105\u5a01\u3067\u3059\u3002\u3053\u306e\u767a\u898b\u306f\u3001<b>\u30e2\u30c7\u30eb\u3092\u540d\u524d\u3060\u3051\u3067\u4fe1\u983c\u3059\u308b\u3053\u3068\u304c\u4e0d\u5341\u5206\u3067\u3042\u308b<\/b>\u3053\u3068\u3092\u8a3c\u660e\u3057\u3066\u304a\u308a\u3001AI\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u5bfe\u3057\u3066\u629c\u672c\u7684\u306a\u898b\u76f4\u3057\u304c\u6025\u52d9\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u5506\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u7d44\u7e54\u306f<a href=\"https:\/\/www.paloaltonetworks.com\/resources\/datasheets\/unit-42-cloud-security-assessment\" target=\"_blank\" rel=\"noopener\">Unit 42\u30af\u30e9\u30a6\u30c9 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a55\u4fa1<\/a>\u3092\u901a\u3058\u3066\u3001\u81ea\u793e\u306e\u30af\u30e9\u30a6\u30c9 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u3092\u8a55\u4fa1\u3059\u308b\u652f\u63f4\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.paloaltonetworks.com\/unit42\/assess\/ai-security-assessment\" target=\"_blank\" rel=\"noopener\">Unit 42\u306eAI\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a55\u4fa1<\/a>\u306f\u3001\u7d44\u7e54\u306e\u5b89\u5168\u306aAI\u306e\u5229\u7528\u3068\u958b\u767a\u3092\u652f\u63f4\u3059\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u60c5\u5831\u6f0f\u3048\u3044\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u5834\u5408\u3001\u307e\u305f\u306f\u7dca\u6025\u306e\u6848\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001<a href=\"https:\/\/start.paloaltonetworks.com\/contact-unit42.html\" target=\"_blank\" rel=\"noopener\">Unit 42\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8 \u30ec\u30b9\u30dd\u30f3\u30b9 \u30c1\u30fc\u30e0<\/a>\u307e\u3067\u3054\u9023\u7d61\u304f\u3060\u3055\u3044\u3002<\/p>\n<table style=\"width: 97.063%;\">\n<thead>\n<tr>\n<td style=\"width: 35%;\"><b>Unit 42\u306e\u95a2\u9023\u30c8\u30d4\u30c3\u30af<\/b><\/td>\n<td style=\"width: 203.097%;\"><a href=\"https:\/\/unit42.paloaltonetworks.com\/ja\/tag\/supply-chain-ja\/\" target=\"_blank\" rel=\"noopener\"><b>\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3<\/b><\/a><b>, <\/b><a href=\"https:\/\/unit42.paloaltonetworks.com\/ja\/tag\/genai-ja\/\" target=\"_blank\" rel=\"noopener\"><b>\u751f\u6210AI<\/b><\/a><\/td>\n<\/tr>\n<\/thead>\n<\/table>\n<h2><a id=\"post-155875-_wven14kmgum2\"><\/a>\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u306b\u95a2\u3059\u308b\u89e3\u8aac<\/h2>\n<p>Hugging Face\u304c\u3069\u306e\u3088\u3046\u306b\u30e2\u30c7\u30eb\u3092\u6574\u7406\u3057\u3001\u8b58\u5225\u3057\u3066\u3044\u308b\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u6280\u8853\u3092\u7406\u89e3\u3059\u308b\u4e0a\u3067\u6975\u3081\u3066\u91cd\u8981\u3068\u3055\u308c\u307e\u3059\u3002\u5f7c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u6700\u3082\u4e00\u822c\u7684\u306a\u30ea\u30bd\u30fc\u30b9\u306f\u30e2\u30c7\u30eb\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u57fa\u672c\u7684\u306bGit\u30ea\u30dd\u30b8\u30c8\u30ea\u3067\u3042\u308a\u3001\u30e2\u30c7\u30eb\u306e\u8a2d\u5b9a\u3001\u91cd\u307f\u3001\u305d\u3057\u3066\u958b\u767a\u8005\u3084\u7814\u7a76\u8005\u304c\u30e2\u30c7\u30eb\u3092\u52b9\u679c\u7684\u306b\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u8ffd\u52a0\u30b3\u30fc\u30c9\u3084\u60c5\u5831\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3><a id=\"post-155875-_167rdfnqs1s\"><\/a>\u958b\u767a\u8005\u304c\u30e2\u30c7\u30eb\u3092\u30d7\u30eb\u3059\u308b\u65b9\u6cd5<\/h3>\n<p>\u8b58\u5225\u3068\u30a2\u30af\u30bb\u30b9\u3092\u3059\u308b\u3046\u3048\u3067\u3001\u958b\u767a\u8005\u306f<span style=\"font-family: 'courier new', courier, monospace;\">Author\/ModelName<\/span>\u306e2\u3064\u306e\u90e8\u5206\u304b\u3089\u306a\u308b\u547d\u540d\u898f\u5247\u3092\u4f7f\u3063\u3066\u30e2\u30c7\u30eb\u3092\u53c2\u7167\u3057\u305f\u308a\u3001\u30d7\u30eb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u69cb\u9020\u3067\u306f\u3001<span style=\"font-family: 'courier new', courier, monospace;\">Author<\/span>\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u30e2\u30c7\u30eb\u3092\u516c\u958b\u3057\u305fHugging Face\u306e\u30e6\u30fc\u30b6\u30fc\u307e\u305f\u306f\u7d44\u7e54\u3092\u8868\u3057\u3001<span style=\"font-family: 'courier new', courier, monospace;\">ModelName<\/span>\u306f\u30e2\u30c7\u30eb\u306e\u540d\u524d\u306b\u8a72\u5f53\u3057\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001<span style=\"font-family: 'courier new', courier, monospace;\">AIOrg<\/span>\u304c<span style=\"font-family: 'courier new', courier, monospace;\">Translator_v1<\/span>\u3068\u3044\u3046\u30e2\u30c7\u30eb\u3092\u516c\u958b\u3057\u305f\u5834\u5408\u3001\u30e2\u30c7\u30eb\u540d\u306f<span style=\"font-family: 'courier new', courier, monospace;\">AIOrg\/Translator_v1<\/span>\u3068\u306a\u308a\u307e\u3059\u3002Author\u540d\u306f\u30e6\u30cb\u30fc\u30af\u306a\u8b58\u5225\u5b50\u306e\u5f79\u5272\u3092\u679c\u305f\u3059\u3002Author\u304c\u3059\u3067\u306b\u5b58\u5728\u3059\u308b\u5834\u5408\u3001\u540c\u3058\u540d\u524d\u306e\u65b0\u3057\u3044Author\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u958b\u767a\u8005\u306f\u3001\u30e2\u30c7\u30eb\u3092\u30d5\u30a7\u30c3\u30c1\u3057\u3066\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u3001\u69d8\u3005\u306aHugging Face\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u307e\u305f\u304c\u308b\u30b3\u30fc\u30c9\u3067<span style=\"font-family: 'courier new', courier, monospace;\">Author\/ModelName<\/span>\u8b58\u5225\u5b50\u3092\u76f4\u63a5\u4f7f\u7528\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u958b\u767a\u8005\u306f\u56f31\u306b\u793a\u3059\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b<span style=\"font-family: 'courier new', courier, monospace;\">Transformers<\/span>\u30e9\u30a4\u30d6\u30e9\u30ea\u304b\u3089<span style=\"font-family: 'courier new', courier, monospace;\">Translator_v1<\/span>\u30e2\u30c7\u30eb\u3092\u30d5\u30a7\u30c3\u30c1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<figure id=\"attachment_155393\" aria-describedby=\"caption-attachment-155393\" style=\"width: 520px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155393 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/F1.png\" alt=\"Hugging Face Transformers\u30e9\u30a4\u30d6\u30e9\u30ea\u306eAutoTokenizer\u3068AutoModelForCausalLM\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306ePython\u30a4\u30f3\u30dd\u30fc\u30c8\u6587\u3002\u7279\u306b'AI0rg\/Translator_v1'\u30e2\u30c7\u30eb\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\u3092\u793a\u3059\u30b3\u30fc\u30c9\u30b9\u30cb\u30da\u30c3\u30c8\u3002\" width=\"520\" height=\"105\" \/><figcaption id=\"caption-attachment-155393\" class=\"wp-caption-text\">\u56f31.<span style=\"font-family: 'courier new', courier, monospace;\">Transformers<\/span>\u30e9\u30a4\u30d6\u30e9\u30ea\u304b\u3089<span style=\"font-family: 'courier new', courier, monospace;\">Translator_v1<\/span>\u30e2\u30c7\u30eb\u3092\u53d6\u5f97\u3059\u308b\u30b3\u30fc\u30c9\u3002<\/figcaption><\/figure>\n<p>\u3053\u306e\u968e\u5c64\u69cb\u9020\u306f\u3001\u660e\u78ba\u306a\u5e30\u5c5e\u3068\u6574\u7406\u3092\u53ef\u80fd\u3068\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u308c\u3089\u306e\u540d\u524d\u7a7a\u9593\u306b\u5bfe\u3059\u308b\u53b3\u683c\u306a\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb \u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u304c\u306a\u3044\u5834\u5408\u3001\u3053\u306e\u69cb\u9020\u306f\u4e88\u671f\u305b\u306c\u30a2\u30bf\u30c3\u30af\u30b5\u30fc\u30d5\u30a7\u30b9\u3082\u751f\u307f\u51fa\u3057\u3066\u3057\u307e\u3046\u6050\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30e2\u30c7\u30eb\u306e\u540d\u524d\u7a7a\u9593\u3092\u518d\u5229\u7528\u3059\u308b\u30c6\u30af\u30cb\u30c3\u30af\u306f\u3001\u7d44\u7e54\u3084Author\u304c\u81ea\u5206\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u524a\u9664\u3057\u305f\u5f8c\u306bHugging Face\u304c<span style=\"font-family: 'courier new', courier, monospace;\">Author\/ModelNam<\/span>e\u540d\u524d\u7a7a\u9593\u3092\u7ba1\u7406\u3059\u308b\u65b9\u6cd5\u3092\u5229\u7528\u3057\u307e\u3059\u3002\u5f0a\u793e\u304c\u3053\u306e\u5206\u91ce\u3092\u8abf\u67fb\u3057\u305f\u7d50\u679c\u3001\u91cd\u5927\u306a\u3053\u3068\u304c\u5224\u660e\u3057\u307e\u3057\u305f\u3002\u524a\u9664\u3055\u308c\u305f\u540d\u524d\u7a7a\u9593\u306f\u8ab0\u3067\u3082\u518d\u767b\u9332\u3067\u304d\u308b\u3001\u3068\u3044\u3046\u4e8b\u5b9f\u3067\u3059\u3002<\/p>\n<p>\u30e6\u30fc\u30b6\u30fc\u307e\u305f\u306f\u7d44\u7e54\u304cHugging Face\u304b\u3089\u524a\u9664\u3055\u308c\u3066\u3082\u3001\u305d\u306e\u56fa\u6709\u306e\u540d\u524d\u7a7a\u9593\u304c\u6c38\u4e45\u306b\u5229\u7528\u3067\u304d\u306a\u304f\u306a\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4ee3\u308f\u308a\u306b\u3001\u3053\u308c\u3089\u306e\u8b58\u5225\u5b50\u306f\u5229\u7528\u53ef\u80fd\u306a\u540d\u524d\u306e\u30d7\u30fc\u30eb\u306b\u623b\u308a\u3001\u5225\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u5f8c\u3067\u540c\u3058\u540d\u524d\u306e\u7d44\u7e54\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002\u3053\u306e\u518d\u5229\u7528\u30d7\u30ed\u30bb\u30b9\u3092<a href=\"#post-155875-_d4opfvjizsu\" target=\"_blank\" rel=\"noopener\">\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a31 - Vertex AI<\/a>\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n<h3><a id=\"post-155875-_udizlygzgegy\"><\/a>Hugging Face\u306e\u6240\u6709\u6a29\u306e\u524a\u9664<\/h3>\n<p>Author\u304c\u524a\u9664\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u3001\u6b21\u306e\u3088\u3046\u306a\u67b6\u7a7a\u306e\u30b7\u30ca\u30ea\u30aa\u3092\u8003\u3048\u3066\u307f\u307e\u3059\u3002<\/p>\n<p><span style=\"font-family: 'courier new', courier, monospace;\">DentalAI<\/span>\u7d44\u7e54\u306f\u3001\u5408\u6cd5\u7684\u306a\u30e2\u30c7\u30eb<span style=\"font-family: 'courier new', courier, monospace;\">toothfAIry<\/span>\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u6b6f\u306e\u753b\u50cf\u3092\u5206\u6790\u3057\u3001\u866b\u6b6f\u3084\u305d\u306e\u4ed6\u306e\u6b6f\u306e\u7570\u5e38\u3092\u6b63\u78ba\u306b\u691c\u51fa\u3059\u308b\u3082\u306e\u3067\u3042\u308a\u3001\u305d\u306e\u6709\u52b9\u6027\u3068\u4f7f\u3044\u3084\u3059\u3055\u304b\u3089\u3001\u958b\u767a\u8005\u3001\u6b6f\u79d1\u7814\u7a76\u8005\u3001\u533b\u7642\u5f93\u4e8b\u8005\u306e\u9593\u3067\u4eba\u6c17\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u80cc\u666f\u304b\u3089\u3001<span style=\"font-family: 'courier new', courier, monospace;\">DentalAI\/toothfAIry<\/span>\u306f\u3001\u8a3a\u65ad\u30c4\u30fc\u30eb\u3001\u533b\u7642\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u3055\u3089\u306b\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u533b\u7642\u6280\u8853\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u3042\u308b\u6642\u70b9\u3067\u3001<span style=\"font-family: 'courier new', courier, monospace;\">DentalAI<\/span>\u306e\u958b\u767a\u8005\u306f\u3001Hugging Face\u304b\u3089\u7d44\u7e54\u3092\u524a\u9664\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u6c17\u3065\u3044\u305f\u60aa\u610f\u306e\u3042\u308b\u30a2\u30af\u30bf\u30fc\u306f\u3001<span style=\"font-family: 'courier new', courier, monospace;\">DentalAI<\/span>\u7d44\u7e54\u3092\u518d\u4f5c\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u540c\u540d\u306e\u4fb5\u5bb3\u3055\u308c\u305f\u30d0\u30fc\u30b8\u30e7\u30f3\u306e<span style=\"font-family: 'courier new', courier, monospace;\">toothfAIry<\/span>\u30e2\u30c7\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3001\u3053\u306e\u72b6\u6cc1\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u7d50\u679c\u3001\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u30e2\u30c7\u30eb\u3092\u307e\u3060\u53c2\u7167\u3057\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3068\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304c\u3001\u6df1\u523b\u306a\u30ea\u30b9\u30af\u306b\u3055\u3089\u3055\u308c\u308b\u3053\u3068\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4fe1\u983c\u3067\u304d\u308b\u30e2\u30c7\u30eb\u540d\u304c\u305d\u306e\u30b3\u30fc\u30c9\u3067\u6a5f\u80fd\u3057\u7d9a\u3051\u308b\u9650\u308a\u3001\u305d\u306e\u540d\u524d\u7a7a\u9593\u3092\u60aa\u610f\u3092\u6301\u3063\u3066\u518d\u5229\u7528\u3059\u308b\u30ea\u30b9\u30af\u306f\u306a\u3044\u3068\u8003\u3048\u308b\u4eba\u306f\u591a\u3044\u3067\u3057\u3087\u3046\u3002\u3057\u304b\u3057\u306a\u304c\u3089\u3053\u308c\u306f\u8aa4\u89e3\u3067\u3059\u3002\u958b\u767a\u8005\u304c\u6c17\u3065\u304b\u306a\u3044\u3046\u3061\u306b\u3001\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3084\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304c\u60aa\u610f\u306e\u3042\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30d7\u30eb\u3092\u5b9f\u884c\u3057\u3001\u30c7\u30d7\u30ed\u30a4\u3057\u3066\u3057\u307e\u3046\u5371\u967a\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u3057\u3066\u60aa\u610f\u306e\u3042\u308b\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u3001\u8aa4\u3063\u305f\u8a3a\u65ad\u304b\u3089\u3001\u5f71\u97ff\u3092\u53d7\u3051\u305f\u30b7\u30b9\u30c6\u30e0\u4e0a\u3067\u306e\u653b\u6483\u8005\u306b\u3088\u308b\u7d99\u7d9a\u7684\u306a\u4e0d\u6b63\u30a2\u30af\u30bb\u30b9\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u610f\u56f3\u3057\u306a\u3044\u7d50\u679c\u3092\u3082\u305f\u3089\u3059\u3053\u3068\u304c\u61f8\u5ff5\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u56f32\u306f\u3001\u3053\u306e\u67b6\u7a7a\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u305f\u3069\u3063\u305f\u30b9\u30c6\u30c3\u30d7\u306e\u6982\u8981\u3092\u793a\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<figure id=\"attachment_156050\" aria-describedby=\"caption-attachment-156050\" style=\"width: 1000px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-156050 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/JP-Frame-6-786x285.png\" alt=\"\u653b\u6483\u30d9\u30af\u30c8\u30eb\u306e\u6d41\u308c\u3092\u793a\u30595\u3064\u306e\u56f3\u306e\u30b7\u30fc\u30b1\u30f3\u30b9\u30021:Hugging Face\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30022:\u30e2\u30c7\u30eb\u306eAuthor\u306f\u524a\u9664\u3055\u308c\u3001\u4e00\u610f\u306e\u540d\u524d\u304c\u6b8b\u3055\u308c\u3066\u3044\u308b\u30023:Author\u304c\u524a\u9664\u3055\u308c\u305f\u305f\u3081\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u3082\u5229\u7528\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3044\u308b\u30024:\u653b\u6483\u8005\u306f\u6b63\u78ba\u306a\u540d\u524d\u3067\u30e2\u30c7\u30eb\u3092\u518d\u4f5c\u6210\u3057\u3001\u6709\u5bb3\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u8ffd\u52a0\u30025:\u7121\u9632\u5099\u306a\u30e6\u30fc\u30b6\u30fc\u304c\u60aa\u610f\u306e\u3042\u308b\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u4f7f\u7528\u3002\" width=\"1000\" height=\"363\" srcset=\"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/JP-Frame-6-786x285.png 786w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/JP-Frame-6-768x279.png 768w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/JP-Frame-6.png 1290w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><figcaption id=\"caption-attachment-156050\" class=\"wp-caption-text\">\u56f32.\u653b\u6483\u30d9\u30af\u30c8\u30eb\u30d5\u30ed\u30fc\u306e\u4fef\u77b0\u56f3\u3002<\/figcaption><\/figure>\n<p>\u3082\u3046\u4e00\u3064\u306e\u6f5c\u5728\u7684\u306a\u653b\u6483\u30d9\u30af\u30c8\u30eb\u306f\u3001Hugging Face\u304c\u30e2\u30c7\u30eb\u6240\u6709\u6a29\u306e\u79fb\u8ee2\u3092\u7ba1\u7406\u3059\u308b\u65b9\u6cd5\u306b\u8d77\u56e0\u3059\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<h3><a id=\"post-155875-_ny7ux8mpdwg6\"><\/a>Hugging Face\u306b\u304a\u3051\u308b\u6240\u6709\u6a29\u79fb\u8ee2<\/h3>\n<p>Hugging Face\u306f\u3001\u73fe\u5728\u306e\u6240\u6709\u8005\u304b\u3089\u5225\u306e\u6240\u6709\u8005\u306b\u6240\u6709\u6a29\u3092\u79fb\u3059\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u30e2\u30c7\u30eb\u306eAuthor\u3092\u5909\u66f4\u3059\u308b\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u79fb\u884c\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u306b\u65b0\u3057\u3044\u540d\u524d\u7a7a\u9593\u304c\u5272\u308a\u5f53\u3066\u3089\u308c\u3001\u4f8b\u3048\u3070\u3001<span style=\"font-family: 'courier new', courier, monospace;\">AIOrg\/Translator_v1<\/span>\u304b\u3089 <span style=\"font-family: 'courier new', courier, monospace;\">AIOrgNew\/Translator_v1<\/span>\u3078\u5909\u66f4\u3055\u308c\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3053\u306e\u65b0\u3057\u3044\u540d\u524d\u7a7a\u9593\u3092\u4f7f\u3063\u3066\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5143\u306e\u540d\u524d\u7a7a\u9593\u306f\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3067\u3082\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u306a\u307e\u307e\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30e6\u30fc\u30b6\u30fc\u304c\u53e4\u3044\u540d\u524d\u7a7a\u9593\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u4fe1\u3059\u308b\u3068\u3001Hugging Face\u306f\u81ea\u52d5\u7684\u306b\u30e6\u30fc\u30b6\u30fc\u3092\u65b0\u3057\u3044\u73fe\u5728\u306e\u540d\u524d\u7a7a\u9593\u306b\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u3057\u307e\u3059\u3002\u3053\u306e\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9(UI)\u3001REST API\u3001 \u4e00\u822c\u7684\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30ad\u30c3\u30c8(SDK)\u3092\u542b\u3080\u3001\u3059\u3079\u3066\u306e\u30a2\u30af\u30bb\u30b9\u30dd\u30a4\u30f3\u30c8\u306b\u9069\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u632f\u308b\u821e\u3044\u306f\u8ad6\u7406\u7684\u304b\u3064\u610f\u56f3\u7684\u306a\u3082\u306e\u3067\u3059\u3002Hugging Face\u306f\u3001\u540d\u524d\u7a7a\u9593\u306e\u5909\u66f4\u5f8c\u3082\u65e2\u5b58\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304c\u30b9\u30e0\u30fc\u30ba\u306b\u6a5f\u80fd\u3057\u7d9a\u3051\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u304b\u3089\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u4e0a\u8a18\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u793a\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u5143\u306e\u30e2\u30c7\u30eb\u306e\u6240\u6709\u8005\u304c\u305d\u306e\u7d44\u7e54\u3092\u524a\u9664\u3057\u305f\u5834\u5408\u3001\u540d\u524d\u7a7a\u9593\u306f\u518d\u767b\u9332\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u60aa\u610f\u306e\u3042\u308b\u30a2\u30af\u30bf\u30fc\u304c\u540d\u524d\u7a7a\u9593\u3092\u767b\u9332\u3059\u308b\u3068\u3001\u30ea\u30c0\u30a4\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u4ed5\u7d44\u307f\u304c\u58ca\u308c\u3001\u6b63\u5f53\u306a\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u3088\u308a\u3082\u4fb5\u5bb3\u3055\u308c\u305f\u30e2\u30c7\u30eb\u304c\u512a\u5148\u3055\u308c\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u67b6\u7a7a\u306e\u30b7\u30ca\u30ea\u30aa\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u306b\u3001\u518d\u3073\u30c7\u30f3\u30bf\u30eb\u30d8\u30eb\u30b9\u306e\u4e8b\u4f8b\u3092\u5f15\u304d\u5408\u3044\u306b\u51fa\u3057\u307e\u3059\u3002<\/p>\n<p>\u5225\u306e\u7d44\u7e54\u3067\u3042\u308b<span style=\"font-family: 'courier new', courier, monospace;\">Dentalligence<\/span>\u306f<span style=\"font-family: 'courier new', courier, monospace;\">DentalAI<\/span>\u3092\u8cb7\u53ce\u3057\u3066\u3044\u307e\u3059\u3002\u8cb7\u53ce\u306e\u4e00\u74b0\u3068\u3057\u3066\u3001<span style=\"font-family: 'courier new', courier, monospace;\">DentalAI<\/span>\u306f\u3059\u3079\u3066\u306eAI\u30e2\u30c7\u30eb\u3092<span style=\"font-family: 'courier new', courier, monospace;\">Dentalligence<\/span>\u306e\u7d44\u7e54\u306b\u79fb\u7ba1\u3057\u307e\u3057\u305f\u3002\u79fb\u7ba1\u5f8c\u3001<span style=\"font-family: 'courier new', courier, monospace;\">DentalAI<\/span>\u306e\u7ba1\u7406\u8005\u306fHugging Face\u304b\u3089\u5143\u306e\u7d44\u7e54\u3092\u524a\u9664\u3057\u3001<span style=\"font-family: 'courier new', courier, monospace;\">Dentalligence<\/span>\u306b\u5b8c\u5168\u306b\u5438\u53ce\u3055\u308c\u305f\u305f\u3081\u3067\u3059\u3002<\/p>\n<p><span style=\"font-family: 'courier new', courier, monospace;\">DentalAI\/toothfAIry<\/span>\u306a\u3069\u3001\u4ee5\u524d\u306f<span style=\"font-family: 'courier new', courier, monospace;\">DentalAI<\/span>\u306e\u4e0b\u306b\u3042\u3063\u305f\u3059\u3079\u3066\u306e\u30e2\u30c7\u30eb\u306f\u3001<span style=\"font-family: 'courier new', courier, monospace;\">Dentalligence\/toothfAIry<\/span>\u306e\u3088\u3046\u306a\u65b0\u3057\u3044\u30d1\u30b9\u3067\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7d99\u7d9a\u6027\u3092\u4fdd\u3064\u305f\u3081\u3001Hugging Face\u306f\u53e4\u3044\u540d\u524d\u7a7a\u9593\u304b\u3089\u65b0\u3057\u3044\u540d\u524d\u7a7a\u9593\u3078\u306e\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u3092\u7dad\u6301\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30b3\u30fc\u30c9\u3092\u66f4\u65b0\u3059\u308b\u3053\u3068\u306a\u304f\u30e2\u30c7\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u60aa\u610f\u306e\u3042\u308b\u30a2\u30af\u30bf\u30fc\u306f\u3001\u30aa\u30ea\u30b8\u30ca\u30eb\u306e<span style=\"font-family: 'courier new', courier, monospace;\">DentalAI<\/span>\u7d44\u7e54\u304c\u5229\u7528\u53ef\u80fd\u3067\u3042\u308b\u3053\u3068\u306b\u6c17\u3065\u304d\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u305d\u306e\u540d\u524d\u3067\u65b0\u3057\u3044\u7d44\u7e54\u3092\u767b\u9332\u3057\u3001\u8cb7\u53ce\u524d\u306b<span style=\"font-family: 'courier new', courier, monospace;\">DentalAI<\/span>\u304c\u30db\u30b9\u30c8\u3057\u3066\u3044\u305f\u3082\u306e\u3068\u540c\u3058\u540d\u524d\u3092\u4f7f\u3063\u3066\u60aa\u610f\u306e\u3042\u308b\u30e2\u30c7\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u306e\u3067\u3059\u3002<\/p>\n<p>\u79fb\u884c\u671f\u9593\u4e2d\u3082\u5143\u306e\u30e2\u30c7\u30eb\u540d\u306f\u6709\u52b9\u3067\u3042\u308a\u3001\u30c7\u30d7\u30ed\u30a4\u53ef\u80fd\u3067\u3042\u3063\u305f\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u3053\u306e\u5909\u66f4\u306b\u6c17\u3065\u304f\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u5f7c\u3089\u306f\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u3092\u611f\u3058\u305a\u3001\u30b3\u30fc\u30c9\u5185\u306e\u30e2\u30c7\u30eb\u540d\u3092\u5909\u66f4\u3059\u308b\u5fc5\u8981\u3082\u306a\u304b\u3063\u305f\u305f\u3081\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001<span style=\"font-family: 'courier new', courier, monospace;\">DentalAI\/toothfAIry<\/span>\u3068\u3044\u3046\u30e2\u30c7\u30eb\u3092\u30d7\u30eb\u3059\u308b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u3059\u308b\u3068\u3001\u81ea\u52d5\u7684\u306b<span style=\"font-family: 'courier new', courier, monospace;\">Dentalligence\/toothfAIry<\/span>\u304c\u30d7\u30eb\u3055\u308c\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u60aa\u610f\u306e\u3042\u308b\u30a2\u30af\u30bf\u30fc\u304c\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u540d\u524d\u3092\u4f7f\u3063\u305f\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u633f\u5165\u3059\u308b\u3068\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u77e5\u3089\u305a\u77e5\u3089\u305a\u306e\u3046\u3061\u306b\u3001\u3082\u3068\u3082\u3068\u7d71\u5408\u3057\u3066\u3044\u305f\u4fe1\u983c\u3067\u304d\u308b\u30e2\u30c7\u30eb\u306e\u4ee3\u308f\u308a\u306b\u3001\u60aa\u610f\u306e\u3042\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u59cb\u3081\u308b\u3053\u3068\u306b\u306a\u308b\u306e\u3067\u3059\u3002<\/p>\n<h3><a id=\"post-155875-_koz2jc2bzpfu\"><\/a>\u30b7\u30ca\u30ea\u30aa\u306e\u6bd4\u8f03<\/h3>\n<p>\u30cf\u30fc\u30c9\u30b3\u30fc\u30c9\u3055\u308c\u305f\u518d\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u306e\u540d\u524d\u7a7a\u9593\u306f\u3001\u4f55\u5343\u3082\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5b58\u5728\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u306f\u3001\u4eba\u6c17\u304c\u3042\u308a\u3001\u9ad8\u3044\u8a55\u4fa1\u3092\u5f97\u3066\u3044\u308b\u30ea\u30dd\u30b8\u30c8\u30ea\u3084\u3001\u696d\u754c\u306e\u8457\u540d\u306a\u7d44\u7e54\u306b\u5c5e\u3059\u308b\u30ea\u30dd\u30b8\u30c8\u30ea\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u3053\u306e\u3088\u3046\u306a\u30e2\u30c7\u30eb\u306f\u3001\u4e3b\u8981\u306aAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u8105\u5a01\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u88681\u306f\u30012\u3064\u306e\u30b7\u30ca\u30ea\u30aa\u306e\u9055\u3044\u3092\u307e\u3068\u3081\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td style=\"text-align: center;\"><strong>\u6240\u6709\u6a29\u306e\u524a\u9664<\/strong><\/td>\n<td style=\"text-align: center;\"><strong>\u6240\u6709\u6a29\u79fb\u8ee2<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>\u539f\u56e0<\/strong><\/td>\n<td>Hugging Face\u304b\u3089\u30e2\u30c7\u30ebAuthor\u304c\u524a\u9664\u3055\u308c\u305f\u3002<\/td>\n<td>\u30e2\u30c7\u30eb\u306f\u65b0\u3057\u3044\u6240\u6709\u8005\u306b\u8b72\u6e21\u3055\u308c\u3001\u65e7Author\u306fHugging Face\u304b\u3089\u524a\u9664\u3055\u308c\u305f\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30e6\u30fc\u30b6\u30fc \u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9<\/strong><\/td>\n<td>\u30e2\u30c7\u30eb\u304c\u5b58\u5728\u3057\u306a\u3044\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u3092\u7d4c\u9a13\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u3002<\/td>\n<td>\u30e6\u30fc\u30b6\u30fc\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u306f\u65b0\u30e2\u30c7\u30eb\u306b\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u3055\u308c\u308b\u305f\u3081\u3001\u5f71\u97ff\u3092\u53d7\u3051\u308b\u3053\u3068\u306f\u306a\u3044\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30e2\u30c7\u30eb \u30a2\u30af\u30bb\u30b9\u6642\u306eHTTP\u30b9\u30c6\u30fc\u30bf\u30b9 \u30b3\u30fc\u30c9<\/strong><\/td>\n<td>404<\/td>\n<td>307<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5146\u5019\u306e\u7279\u5b9a<\/strong><\/td>\n<td>\u3053\u306e\u30e2\u30c7\u30eb\u306eAuthor\u306f\u3001Hugging Face\u3067\u306f\u3082\u3046\u4f7f\u7528\u3067\u304d\u306a\u3044\u3002<\/td>\n<td>\u30e2\u30c7\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3001Hugging Face\u306f\u5225\u306eAuthor\u306b\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u3055\u308c\u308b\u3002\u52a0\u3048\u3066\u3001\u6614\u306eAuhtor\u306f\u3082\u3046\u5b58\u5728\u3057\u306a\u3044\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><em>\u88681.\u518d\u5229\u7528\u53ef\u80fd\u306a\u524a\u9664\u30e2\u30c7\u30eb\u3068\u518d\u5229\u7528\u53ef\u80fd\u306a\u8ee2\u9001\u30e2\u30c7\u30eb\u306e\u4e3b\u306a\u9055\u3044\u3002<\/em><\/p>\n<h2><a id=\"post-155875-_739agevu5dkm\"><\/a>\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u306e\u5b9f\u614b<\/h2>\n<h3><a id=\"post-155875-_d4opfvjizsu\"><\/a>\u30b1\u30fc\u30b9 \u30b9\u30bf\u30c7\u30a31:Vertex AI<\/h3>\n<p>Google Vertex AI\u306f\u3001Google Cloud Platform(GCP)\u4e0a\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u6a5f\u68b0\u5b66\u7fd2(ML)\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u958b\u767a\u8005\u306fVertex AI\u3092\u4f7f\u7528\u3057\u3066\u3001\u4ed6\u306eGoogle Cloud\u30b5\u30fc\u30d3\u30b9\u3068\u7d71\u5408\u3059\u308b\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3001\u62e1\u5f35\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Vertex AI\u306e\u4e3b\u306a\u7279\u5fb4\u306f\u3001Google\u3084\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u63d0\u4f9b\u3059\u308b\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u306e\u96c6\u4e2d\u30ec\u30dd\u30b8\u30c8\u30ea\u3067\u3042\u308b\u30e2\u30c7\u30eb\u30ac\u30fc\u30c7\u30f3\u3067\u3042\u308b\u3053\u3068\u3067\u3059\u3002\u6ce8\u76ee\u3059\u3079\u304d\u306f\u3001Vertex\u306eAI\u306e\u30e2\u30c7\u30eb \u30ac\u30fc\u30c7\u30f3\u304c\u3001Hugging Face\u304b\u3089\u306e\u30e2\u30c7\u30eb\u306e\u76f4\u63a5\u5c55\u958b\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306fHugging Face\u304b\u3089\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u3001\u30ab\u30b9\u30bf\u30e0\u30d1\u30c3\u30b1\u30fc\u30b8\u30f3\u30b0\u306a\u3057\u3067\u3001\u308f\u305a\u304b\u6570\u30b9\u30c6\u30c3\u30d7\u3067Vertex AI\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u56f33\u306f\u3001\u30e2\u30c7\u30eb<span style=\"font-family: 'courier new', courier, monospace;\">distilbert\/distilgpt2<\/span>\u306e\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3092\u793a\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<figure id=\"attachment_155887\" aria-describedby=\"caption-attachment-155887\" style=\"width: 695px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155887 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-55493-155875-2.png\" alt=\"Hugging Face\u306eAI\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u305f\u3081\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3002Vertex AI\u307e\u305f\u306fGoogle Kubernetes Engine\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u3042\u308b\u3002\u30c7\u30d7\u30ed\u30a4\u3001\u30ad\u30e3\u30f3\u30bb\u30eb\u3001\u540c\u7b49\u306e\u30b3\u30fc\u30c9\u3092\u898b\u308b\u305f\u3081\u306e\u30dc\u30bf\u30f3\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u3002\" width=\"695\" height=\"515\" srcset=\"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-55493-155875-2.png 695w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-55493-155875-2-594x440.png 594w\" sizes=\"(max-width: 695px) 100vw, 695px\" \/><figcaption id=\"caption-attachment-155887\" class=\"wp-caption-text\">\u56f33.Hugging Face\u304b\u3089Vertex AI\u306b\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3002<\/figcaption><\/figure>\n<p>\u6ce8\u610f\u3059\u3079\u304d\u306f\u3001\u3059\u3079\u3066\u306e\u30e2\u30c7\u30eb\u304cVertex AI\u3067\u3059\u3050\u306b\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3053\u3068\u3067\u3059\u3002\u30e2\u30c7\u30eb\u540d\u306e\u96a3\u306b\u3042\u308b\u7dd1\u8272\u306e\u30c1\u30a7\u30c3\u30af\u30de\u30fc\u30af\u306f\u3001\u305d\u306e\u30e2\u30c7\u30eb\u304cVertex AI\u306b\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u3053\u3068\u3092Google\u304c\u78ba\u8a8d\u3057\u305f\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u3053\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306fHugging Face\u306e\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9\u3078\u306e\u4fbf\u5229\u306a\u30ea\u30f3\u30af\u3092\u63d0\u4f9b\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u30e9\u30a4\u30bb\u30f3\u30b9\u3001\u305d\u306e\u4ed6\u306e\u91cd\u8981\u306a\u8a73\u7d30\u3092\u7d20\u65e9\u304f\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u56f34\u306f\u3001\u30e2\u30c7\u30eb\u84b8\u7559\u5668 (<span style=\"font-family: 'courier new', courier, monospace;\">distilbert\/distilgpt2)<\/span>\u306e\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9\u306e\u4e00\u4f8b\u3067\u3059<em>\u3002<\/em><\/p>\n<figure id=\"attachment_155898\" aria-describedby=\"caption-attachment-155898\" style=\"width: 1000px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155898 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-58362-155875-3.png\" alt=\"\u52b9\u7387\u7684\u306a\u8a00\u8a9e\u51e6\u7406\u30bf\u30b9\u30af\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305fGPT-2\u30e2\u30c7\u30eb\u306e\u84b8\u7559\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3042\u308bDistilGPT2\u306e\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9\u3092\u8868\u793a\u3057\u305fHugging Face\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3002\" width=\"1000\" height=\"751\" srcset=\"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-58362-155875-3.png 1178w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-58362-155875-3-586x440.png 586w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-58362-155875-3-932x700.png 932w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-58362-155875-3-768x577.png 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><figcaption id=\"caption-attachment-155898\" class=\"wp-caption-text\">\u56f34.Hugging Face\u306e<span style=\"font-family: 'courier new', courier, monospace;\">DistilGPT2<\/span>\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9\u3002<\/figcaption><\/figure>\n<p>Vertex AI\u304cHugging Face\u304b\u3089\u76f4\u63a5\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u3088\u3046\u306b\u63d0\u4f9b\u3057\u3066\u3044\u308b\u30e2\u30c7\u30eb\u306e\u30ea\u30b9\u30c8\u3092\u8abf\u3079\u3001\u5143\u306eAuthor\u304c\u524a\u9664\u3055\u308c\u3066\u3044\u306a\u3044\u304b\u3069\u3046\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b\u3053\u3068\u3067\u3001\u5f0a\u793e\u3067\u306f\u518d\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u3092\u3044\u304f\u3064\u304b\u7279\u5b9a\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306f\u4ee5\u4e0b\u306e\u4e21\u65b9\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3059\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u30e2\u30c7\u30eb\u306e\u6240\u6709\u8005\u306f\u3001Hugging Face\u306eAuthor\u7d44\u7e54\u3092\u524a\u9664\u3057\u3066\u3044\u308b<\/li>\n<li>Vertex AI\u306f\u307e\u3060\u30e2\u30c7\u30eb\u3092\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3057\u3066\u691c\u8a3c\u3057\u3066\u3044\u308b<\/li>\n<\/ul>\n<p>\u56f35\u3068\u56f36\u306f\u305d\u306e\u3088\u3046\u306a\u30e2\u30c7\u30eb\u306e\u4e00\u4f8b\u3067\u3042\u308a\u3001Author\u304cHugging Face\u306b\u5b58\u5728\u3057\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001Vertex AI\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u8cc7\u683c\u304c\u3042\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n<figure id=\"attachment_155909\" aria-describedby=\"caption-attachment-155909\" style=\"width: 613px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155909 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-62071-155875-4.png\" alt=\"Hugging Face\u306e\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8 \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3002Hugging Face\u30e2\u30c7\u30eb\u306eURL\u3092\u5165\u529b\u3059\u308b\u6b04\u3068\u3001Vertex AI\u3092\u63a8\u5968\u3059\u308b\u914d\u5099\u74b0\u5883\u3092\u9078\u629e\u3059\u308b\u6b04\u304c\u3042\u308b\u3002\" width=\"613\" height=\"373\" \/><figcaption id=\"caption-attachment-155909\" class=\"wp-caption-text\">\u56f35.\u518d\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u306f\u3001Vertex AI\u4e0a\u3067\u30c7\u30d7\u30ed\u30a4\u53ef\u80fd\u3002<\/figcaption><\/figure>\n<figure id=\"attachment_155920\" aria-describedby=\"caption-attachment-155920\" style=\"width: 865px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155920 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-64717-155875-5.png\" alt=\"hugging emoji\u306e\u60b2\u3057\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30d5\u30a3\u30fc\u30c1\u30e3\u30fc\u3057\u305fHugging Face\u306eWeb\u30b5\u30a4\u30c8\u306e404\u30a8\u30e9\u30fc\u30da\u30fc\u30b8\u3002\u77e2\u5370\u306fURL\u3092\u6307\u3057\u3066\u3044\u308b\u3002\" width=\"865\" height=\"836\" srcset=\"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-64717-155875-5.png 865w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-64717-155875-5-455x440.png 455w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-64717-155875-5-724x700.png 724w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-64717-155875-5-768x742.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><figcaption id=\"caption-attachment-155920\" class=\"wp-caption-text\">\u56f36.Hugging Face\u306bAuthor\u306f\u5b58\u5728\u3057\u306a\u3044\u3002<\/figcaption><\/figure>\n<p>\u56f37\u304c\u793a\u3059\u3088\u3046\u306b\u3001\u5f0a\u793e\u30c1\u30fc\u30e0\u306fAuthor\u540d\u524d\u7a7a\u9593\u306e1\u3064\u3092\u767b\u9332\u3057\u3001\u305d\u306e\u4e2d\u306b\u540c\u3058\u540d\u524d\u306e\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\n<figure id=\"attachment_155931\" aria-describedby=\"caption-attachment-155931\" style=\"width: 1000px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155931 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-67743-155875-6.png\" alt=\"\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u306e\u305f\u3081\u306e\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9\u3092\u7d39\u4ecb\u3059\u308bHugging Face\u306eWeb\u30b5\u30a4\u30c8\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3002\u753b\u9762\u306b\u306f\u3001\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9\u3001\u30d5\u30a1\u30a4\u30eb\u3068\u30d0\u30fc\u30b8\u30e7\u30f3\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3001\u8a2d\u5b9a\u306e\u30bf\u30d6\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u3002\u30e6\u30fc\u30b6\u30fc \u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u306f\u3001\u300c\u3044\u3044\u306d\uff01\u300d\u304c0\u306e\u5834\u5408\u3001\u300c\u30d5\u30a9\u30ed\u30fc\u4e2d\u300d\u3068\u8868\u793a\u3055\u308c\u308b\u3002\u60c5\u5831\u306e\u4e00\u90e8\u306f\u6d88\u53bb\u3055\u308c\u3066\u3044\u308b\u3002\" width=\"1000\" height=\"425\" srcset=\"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-67743-155875-6.png 1898w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-67743-155875-6-786x334.png 786w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-67743-155875-6-1648x700.png 1648w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-67743-155875-6-768x326.png 768w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-67743-155875-6-1536x652.png 1536w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><figcaption id=\"caption-attachment-155931\" class=\"wp-caption-text\">\u56f37.Hugging Face\u306eAuthor\u3068\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u3053\u3068\u306b\u6210\u529f\u3002<\/figcaption><\/figure>\n<p>\u30c6\u30a4\u30af\u30aa\u30fc\u30d0\u30fc\u3092\u5b9f\u884c\u3057\u305f\u5f8c\u3001\u30aa\u30ea\u30b8\u30ca\u30eb\u306e\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3068\u3001\u4ee3\u308f\u308a\u306b\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u304c\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u30c6\u30af\u30cb\u30c3\u30af\u306e\u6f5c\u5728\u7684\u306a\u5f71\u97ff\u3092\u5b9f\u8a3c\u3059\u308b\u305f\u3081\u306b\u3001\u79c1\u305f\u3061\u306f\u3001\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3092\u5b9f\u884c\u3057\u3066\u3044\u308b\u30de\u30b7\u30f3\u304b\u3089\u79c1\u305f\u3061\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u623b\u308b\u30ea\u30d0\u30fc\u30b9\u30b7\u30a7\u30eb\u3092\u958b\u59cb\u3059\u308b\u30da\u30a4\u30ed\u30fc\u30c9\u3092\u30e2\u30c7\u30eb\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3057\u305f\u3002Vertex AI\u304c\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3068\u3001\u79c1\u305f\u3061\u306f\u30e2\u30c7\u30eb\u3092\u30db\u30b9\u30c8\u3059\u308b\u57fa\u76e4\u30a4\u30f3\u30d5\u30e9\u3001\u5177\u4f53\u7684\u306b\u306f\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u74b0\u5883\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u56f38\u306f\u3001\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u304b\u3089\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u30de\u30b7\u30f3\u3078\u306e\u30ea\u30d0\u30fc\u30b9\u30b7\u30a7\u30eb\u3092\u793a\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<figure id=\"attachment_155415\" aria-describedby=\"caption-attachment-155415\" style=\"width: 624px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155415 size-full lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/F8.png\" alt=\"\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u74b0\u5883\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3002bash\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u95a2\u9023\u3059\u308b\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u542b\u3080\u8907\u6570\u884c\u306e\u30c6\u30ad\u30b9\u30c8\u3067\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u305f\u3081\u306b\u7279\u5b9a\u306e\u8a73\u7d30\u304c\u307c\u304b\u3055\u308c\u305f\u308a\u3001\u30d6\u30ed\u30c3\u30af\u3055\u308c\u305f\u308a\u3057\u3066\u3044\u308b\u3002\u8868\u793a\u3055\u308c\u308b\u30c6\u30ad\u30b9\u30c8\u306b\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u3068\u30b7\u30b9\u30c6\u30e0\u30b3\u30de\u30f3\u30c9\u304c\u542b\u307e\u308c\u308b\u3002\" width=\"624\" height=\"79\" \/><figcaption id=\"caption-attachment-155415\" class=\"wp-caption-text\">\u56f38.Vertex AI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3002<\/figcaption><\/figure>\n<p>\u30a2\u30af\u30bb\u30b9\u3055\u308c\u308b\u74b0\u5883\u306f\u3001GCP\u74b0\u5883\u5185\u306e\u9650\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u3092\u6301\u3064\u5c02\u7528\u30b3\u30f3\u30c6\u30ca\u3067\u3059\u3002\u3053\u306e\u30d9\u30af\u30c8\u30eb\u3092\u5b9f\u8a3c\u3057\u305f\u5f8c\u3001\u30e2\u30c7\u30eb\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u304b\u3089\u30d0\u30c3\u30af\u30c9\u30a2\u3092\u524a\u9664\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>2025\u5e742\u6708\u306b\u3053\u306e\u554f\u984c\u3092Google\u306b\u5831\u544a\u3057\u3066\u4ee5\u6765\u3001Google\u306f\u73fe\u5728\u3001\u5b64\u5150\u3068\u306a\u3063\u305f\u30e2\u30c7\u30eb\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306b\u6bce\u65e5\u30b9\u30ad\u30e3\u30f3\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u30b9\u30ad\u30e3\u30f3\u306f\u3001\u5b64\u5150\u3068\u306a\u3063\u305f\u30e2\u30c7\u30eb\u3092\u300c\u691c\u8a3c\u5931\u6557\u300d\u3068\u3057\u3066\u30de\u30fc\u30af\u3059\u308b\u3082\u306e\u3067\u3001\u3053\u308c\u306b\u3088\u308aVertex\u306b\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u306a\u3044\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3><a id=\"post-155875-_ek0tdsa0dnqe\"><\/a>\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a32: Azure AI Foundry<\/h3>\n<p>Azure AI Foundry\u306f\u3001ML\u304a\u3088\u3073\u751f\u6210AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306eMicrosoft\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3001\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u3001AI\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u306e\u3055\u307e\u3056\u307e\u306a\u6bb5\u968e\u306b\u5bfe\u5fdc\u3059\u308b\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Azure AI Studio\u306e\u4e2d\u6838\u3068\u306a\u308b\u306e\u306f\u3001Microsoft\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30b3\u30f3\u30c8\u30ea\u30d3\u30e5\u30fc\u30bf\u30fc\u3001\u5546\u7528\u30d9\u30f3\u30c0\u30fc\u306e\u57fa\u76e4\u30e2\u30c7\u30eb\u3092\u96c6\u3081\u305f\u30cf\u30d6\u3067\u3042\u308b\u30e2\u30c7\u30eb \u30ab\u30bf\u30ed\u30b0\u3067\u3059\u3002Azure AI Foundry\u306e\u30ab\u30bf\u30ed\u30b0\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u306b\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u56f39\u306f\u3001\u30ab\u30bf\u30ed\u30b0\u304cHugging Face\u304b\u3089\u591a\u304f\u306e\u30e2\u30c7\u30eb\u3092\u8abf\u9054\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<figure id=\"attachment_155953\" aria-describedby=\"caption-attachment-155953\" style=\"width: 1000px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155953 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-73954-155875-8.png\" alt=\"Azure AI Foundry\u306e\u30e2\u30c7\u30eb\u30ab\u30bf\u30ed\u30b0 \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3002Google Bert\u30e2\u30c7\u30eb\u3084OpenAI GPT\u30e2\u30c7\u30eb\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306aAI\u30e2\u30c7\u30eb\u304c\u30b0\u30ea\u30c3\u30c9\u30ec\u30a4\u30a2\u30a6\u30c8\u3067\u8868\u793a\u3055\u308c\u3001\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3084\u691c\u7d22\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3002\" width=\"1000\" height=\"806\" srcset=\"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-73954-155875-8.png 1106w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-73954-155875-8-546x440.png 546w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-73954-155875-8-869x700.png 869w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-73954-155875-8-768x619.png 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><figcaption id=\"caption-attachment-155953\" class=\"wp-caption-text\">\u56f39.AI Foundry\u306e\u69d8\u3005\u306aHugging Face\u30e2\u30c7\u30eb\u3002<\/figcaption><\/figure>\n<p>\u5f0a\u793e\u306f\u3001Azure AI Foundry\u3067\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u306e\u30ea\u30b9\u30c8\u3092\u898b\u76f4\u3057\u3001Hugging Face\u304b\u3089\u63d0\u4f9b\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3057\u305f\u3002\u5404\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u3001\u5143\u306eAuthor\u30a2\u30ab\u30a6\u30f3\u30c8\u304c\u524a\u9664\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306e\u30c1\u30a7\u30c3\u30af\u3092\u884c\u3044\u3001\u4eca\u56de\u3082\u3001\u3044\u304f\u3064\u304b\u306e\u518d\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb(Author\u306e\u540d\u524d\u7a7a\u9593\u304c\u4e3b\u5f35\u3055\u308c\u306a\u304f\u306a\u3063\u305f\u304c\u3001\u307e\u3060\u30c7\u30d7\u30ed\u30a4\u53ef\u80fd\u306a\u30e2\u30c7\u30eb)\u304c\u306a\u3044\u304b\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u30ea\u30b9\u30af\u3092\u5b9f\u8a3c\u3059\u308b\u305f\u3081\u306b\u3001\u79c1\u305f\u3061\u306fHugging Face\u306b\u3053\u308c\u3089\u306e\u672a\u8acb\u6c42\u306eAuthor\u540d\u306e1\u3064\u3092\u767b\u9332\u3057\u3001\u30ea\u30d0\u30fc\u30b9\u30b7\u30a7\u30eb\u3092\u57cb\u3081\u8fbc\u3093\u3060\u30e2\u30c7\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u307e\u3057\u305f\u3002\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3068\u3001\u56f310\u304c\u793a\u3059\u3088\u3046\u306b\u3001\u30ea\u30d0\u30fc\u30b9 \u30b7\u30a7\u30eb\u304c\u6b63\u5e38\u306b\u5b9f\u884c\u3055\u308c\u3001\u57fa\u76e4\u3068\u306a\u308b\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<figure id=\"attachment_155964\" aria-describedby=\"caption-attachment-155964\" style=\"width: 800px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155964 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-77023-155875-9.png\" alt=\"\u57fa\u790e\u3068\u306a\u308b\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3002\u30db\u30b9\u30c8\u540d\u3001\u30e6\u30fc\u30b6\u30fcID\u3001\u74b0\u5883\u5909\u6570\u3092\u8868\u793a\u3059\u308b\u30b3\u30de\u30f3\u30c9\u3092\u6301\u3064\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u8868\u793a\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u3002\" width=\"800\" height=\"229\" srcset=\"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-77023-155875-9.png 1710w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-77023-155875-9-786x225.png 786w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-77023-155875-9-768x220.png 768w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-77023-155875-9-1536x440.png 1536w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-155964\" class=\"wp-caption-text\">\u56f310.\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u306e\u7d99\u7d9a\u7684\u306a\u30a2\u30af\u30bb\u30b9\u3002<\/figcaption><\/figure>\n<p>\u3053\u306e\u653b\u6483\u30d9\u30af\u30c8\u30eb\u3092\u60aa\u7528\u3059\u308b\u3053\u3068\u3067\u3001Azure\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u6a29\u9650\u306b\u5bfe\u5fdc\u3059\u308b\u6a29\u9650\u3092\u53d6\u5f97\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306eAzure\u74b0\u5883\u3078\u306e\u521d\u671f\u30a2\u30af\u30bb\u30b9\u30dd\u30a4\u30f3\u30c8\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002\u3053\u306e\u30d9\u30af\u30c8\u30eb\u3092\u5b9f\u8a3c\u3057\u305f\u5f8c\u3001\u30e2\u30c7\u30eb\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u304b\u3089\u30d0\u30c3\u30af\u30c9\u30a2\u3092\u524a\u9664\u3057\u307e\u3057\u305f\u3002<\/p>\n<h3><a id=\"post-155875-_wohvxtx1pg58\"><\/a>\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a33: \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30ea\u30dd\u30b8\u30c8\u30ea<\/h3>\n<p>\u4e3b\u8981\u306a\u30af\u30e9\u30a6\u30c9AI\u30b5\u30fc\u30d3\u30b9\u306b\u304a\u3051\u308b\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u306e\u5f71\u97ff\u3092\u89b3\u5bdf\u3057\u305f\u5f8c\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u5e83\u7bc4\u56f2\u306b\u8abf\u67fb\u3057\u307e\u3057\u305f\u3002\u76ee\u7684\u306f\u3001Hugging Face\u306e\u30e2\u30c7\u30eb\u3092\u53c2\u7167\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u3001<span style=\"font-family: 'courier new', courier, monospace;\">Author\/ModelName<\/span>\u306e\u8b58\u5225\u5b50\u306b\u3088\u3063\u3066\u7279\u5b9a\u3059\u308b\u3053\u3068\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u3092\u91cd\u5927\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u306b\u3055\u3089\u3059\u3082\u306e\u3067\u3059\u3002\u653b\u6483\u8005\u306f\u3001\u5229\u7528\u53ef\u80fd\u306a<span style=\"font-family: 'courier new', courier, monospace;\">Author\/ModelName<\/span>\u3092\u7279\u5b9a\u3057\u3001\u305d\u308c\u3092\u767b\u9332\u3057\u3001\u60aa\u610f\u306e\u3042\u308b\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u3067\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30c7\u30d7\u30ed\u30a4\u6642\u3084\u5b9f\u884c\u6642\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u74b0\u5883\u306b\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3067\u3059\u3002<\/p>\n<p>\u79c1\u305f\u3061\u306f\u307e\u305a\u3001Hugging Face\u304b\u3089\u30e2\u30c7\u30eb\u3092\u53d6\u5f97\u3059\u308bSDK\u30e1\u30bd\u30c3\u30c9\u3092\u6301\u3064\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u3092GitHub\u3067\u8abf\u67fb\u3057\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u3053\u308c\u3089\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u3042\u308b\u30e2\u30c7\u30eb\u540d\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3067\u8abf\u67fb\u5bfe\u8c61\u306e\u7d5e\u308a\u8fbc\u307f\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u518d\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u3092\u767a\u898b\u3059\u308b\u305f\u3081\u306b\u3001\u5404\u30e2\u30c7\u30eb\u306eAuthor\u304c\u524a\u9664\u3055\u308c\u3001\u767b\u9332\u53ef\u80fd\u304b\u3069\u3046\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u8abf\u67fb\u306e\u7d50\u679c\u3001\u4f55\u5343\u3082\u306e\u5f71\u97ff\u3092\u53d7\u3051\u3084\u3059\u3044\u30ea\u30dd\u30b8\u30c8\u30ea\u304c\u898b\u3064\u304b\u308a\u3001\u305d\u306e\u4e2d\u306b\u306f\u6709\u540d\u3067\u975e\u5e38\u306b\u30b9\u30bf\u30fc\u6027\u306e\u9ad8\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3082\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u3089\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u306f\u3001\u524a\u9664\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3068\u3001\u5143\u306eAuthor\u304c\u524a\u9664\u3055\u308c\u3066\u8ee2\u9001\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306e\u4e21\u65b9\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u3053\u308c\u3089\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u6b63\u5e38\u306b\u6a5f\u80fd\u3057\u7d9a\u3051\u3066\u3044\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u8105\u5a01\u306b\u6c17\u3065\u304b\u306a\u3044\u72b6\u614b\u306b\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u56f311\u3068\u56f312\u306f\u3001\u4eba\u6c17\u306e\u3042\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u518d\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u3068\u540d\u524d\u304c\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<figure id=\"attachment_155975\" aria-describedby=\"caption-attachment-155975\" style=\"width: 1000px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155975 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-80711-155875-10.png\" alt=\"Hugging Face Transformers\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u305f\u30b3\u30fc\u30c9\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3002\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u306e\u305f\u3081\u306b\u7d30\u90e8\u304c\u307c\u304b\u3055\u308c\u305f\u308a\u3001\u30d6\u30ed\u30c3\u30af\u3055\u308c\u305f\u308a\u3057\u3066\u3044\u308b\u3002\u30b3\u30fc\u30c9\u306fAutoTokenizer\u3068AutoModel\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3001\u4e8b\u524d\u306b\u5b66\u7fd2\u3055\u308c\u305f\u30e2\u30c7\u30eb\u304b\u3089\u7279\u5b9a\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u521d\u671f\u5316\u3059\u308b\u3002\" width=\"1000\" height=\"143\" srcset=\"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-80711-155875-10.png 2048w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-80711-155875-10-786x112.png 786w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-80711-155875-10-1920x275.png 1920w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-80711-155875-10-768x110.png 768w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-80711-155875-10-1536x220.png 1536w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><figcaption id=\"caption-attachment-155975\" class=\"wp-caption-text\">\u56f311.\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u304a\u3051\u308b\u518d\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u3002<\/figcaption><\/figure>\n<figure id=\"attachment_155986\" aria-describedby=\"caption-attachment-155986\" style=\"width: 1000px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155986 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-84191-155875-11.png\" alt=\"argparse\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3063\u3066\u3001\u300cmodel_name\u300d\u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u5f15\u6570\u3092\u30c7\u30d5\u30a9\u30eb\u30c8\u5024\u3067\u8ffd\u52a0\u3059\u308b\u30b3\u30fc\u30c9\u306e\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3002\" width=\"1000\" height=\"226\" srcset=\"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-84191-155875-11.png 1890w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-84191-155875-11-786x178.png 786w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-84191-155875-11-768x174.png 768w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-84191-155875-11-1536x348.png 1536w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><figcaption id=\"caption-attachment-155986\" class=\"wp-caption-text\">\u56f312.\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u5f15\u6570\u3068\u3057\u3066\u4f7f\u308f\u308c\u308b\u518d\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u540d\u3002<\/figcaption><\/figure>\n<h3><a id=\"post-155875-_d2g2opc7hetz\"><\/a>\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a34: \u30e2\u30c7\u30eb\u767b\u9332\u30ea\u30fc\u30af\u30c1\u30a7\u30fc\u30f3<\/h3>\n<p>\u3053\u308c\u307e\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u3084\u958b\u767a\u8005\u304cHugging Face\u304b\u3089\u76f4\u63a5\u30e2\u30c7\u30eb\u3092\u30d5\u30a7\u30c3\u30c1\u3059\u308b\u30b7\u30ca\u30ea\u30aa\u3092\u691c\u8a3c\u3057\u3066\u304d\u307e\u3057\u305f\u3002\u30de\u30cd\u30fc\u30b8\u30c9AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u3046\u306b\u305b\u3088\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eSDK\u3092\u4f7f\u3046\u306b\u305b\u3088\u3001\u591a\u304f\u306e\u74b0\u5883\u3067AI\u304c\u4e3b\u8981\u306a\u30bd\u30fc\u30b9\u3068\u3057\u3066\u4f7f\u308f\u308c\u3066\u3044\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u4ed6\u306e\u30e2\u30c7\u30eb\u30ec\u30b8\u30b9\u30c8\u30ea(ML\u30e2\u30c7\u30eb\u306e\u4fdd\u7ba1\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3001\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u3092\u7ba1\u7406\u3059\u308b\u96c6\u4e2d\u30b7\u30b9\u30c6\u30e0)\u3082\u307e\u305f\u3001Hugging Face\u304b\u3089\u30e2\u30c7\u30eb\u3092\u5f15\u304d\u51fa\u3057\u3066\u304a\u308a\u3001\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u306e\u4e00\u90e8\u3068\u3057\u3066\u30e6\u30fc\u30b6\u30fc\u306b\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u306f\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u30ea\u30b9\u30af\u3068\u306a\u308a\u307e\u3059\u3002\u30e2\u30c7\u30eb \u30ec\u30b8\u30b9\u30c8\u30ea\u304cHugging Face\u304b\u3089\u518d\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u3092\u53d6\u308a\u8fbc\u3081\u3070\u3001\u305d\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u4e0b\u6d41\u306b\u4f1d\u64ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3089\u3067\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u305d\u306e\u3088\u3046\u306a\u767b\u9332\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u30e6\u30fc\u30b6\u30fc\u306f\u3001 Hugging Face\u3068\u76f4\u63a5\u3084\u308a\u3068\u308a\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u5371\u6b86\u5316\u3057\u305f\u30e2\u30c7\u30eb\u306b\u3055\u3089\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>Vertex AI\u306e\u4f8b\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u524d\u8ff0\u3057\u305f\u3088\u3046\u306b\u3001Vertex AI\u306f\u3001GCP\u74b0\u5883\u5185\u3067Hugging Face\u306e\u30e2\u30c7\u30eb\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u56f313\u304c\u793a\u3059\u3088\u3046\u306b\u3001\u30e6\u30fc\u30b6\u30fc\u306fVertex AI SDK\u3092\u4f7f\u3063\u3066\u7c21\u5358\u306b\u30e2\u30c7\u30eb\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<figure id=\"attachment_155426\" aria-describedby=\"caption-attachment-155426\" style=\"width: 528px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155426 size-full lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/F13.png\" alt=\"AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u30e2\u30c7\u30eb\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u542b\u3080\u3001Google Cloud\u306eVertex AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304b\u3089\u306ePython\u30a4\u30f3\u30dd\u30fc\u30c8\u3092\u793a\u3059\u30b3\u30fc\u30c9 \u30b9\u30cb\u30da\u30c3\u30c8\u3002\" width=\"528\" height=\"132\" \/><figcaption id=\"caption-attachment-155426\" class=\"wp-caption-text\">\u56f313.Vertex AI Model Catalog\u304b\u3089\u30e2\u30c7\u30eb\u3092\u30d7\u30eb\u3059\u308b\u3002<\/figcaption><\/figure>\n<p>\u3053\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30e2\u30c7\u30eb\u306e<span style=\"font-family: 'courier new', courier, monospace;\">model_name<\/span>\u3092Vertex AI\u304b\u3089\u76f4\u63a5\u53d6\u5f97\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u30e2\u30c7\u30eb\u304cHugging Face\u304b\u3089\u63d0\u4f9b\u3055\u308c\u3001\u30e2\u30c7\u30eb \u30ab\u30bf\u30ed\u30b0\u3067\u5229\u7528\u53ef\u80fd\u306a\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u8aa4\u3063\u3066\u611f\u67d3\u3057\u305f\u30e2\u30c7\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u3057\u307e\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>Hugging Face\u3092\u30e2\u30c7\u30eb\u30bd\u30fc\u30b9\u3068\u3057\u3066\u7d44\u307f\u8fbc\u3093\u3067\u3044\u308bGoogle\u5098\u4e0b\u306e\u3082\u3046\u4e00\u3064\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306fKaggle\u3067\u3059\u3002Kaggle\u306f\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068ML\u306e\u305f\u3081\u306e\u6709\u540d\u306a\u30cf\u30d6\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3001\u8a13\u7df4\u6e08\u307f\u30e2\u30c7\u30eb\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u56f314\u306f\u3001\u30e2\u30c7\u30eb\u30ab\u30bf\u30ed\u30b0\u306b\u304a\u3044\u3066\u3001Kaggle\u304c\u4f55\u5343\u3082\u306eHugging Face\u306b\u7531\u6765\u3059\u308b\u30e2\u30c7\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n<figure id=\"attachment_155997\" aria-describedby=\"caption-attachment-155997\" style=\"width: 1000px\" class=\"wp-caption alignnone\"><img  class=\"wp-image-155997 lozad\"  data-src=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-87039-155875-12.png\" alt=\"Hugging Face\u306e\u30e2\u30c7\u30eb \u30ab\u30fc\u30c9\u3092\u4e26\u3079\u305f\u753b\u50cf\u3002\u5404\u30ab\u30fc\u30c9\u306b\u306f\u3001\u30ea\u30f3\u30af\u3055\u308c\u3066\u3044\u308b\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u6570\u3068\u6700\u7d42\u66f4\u65b0\u30b9\u30c6\u30fc\u30bf\u30b9\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u3002\" width=\"1000\" height=\"345\" srcset=\"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-87039-155875-12.png 2048w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-87039-155875-12-786x271.png 786w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-87039-155875-12-1920x663.png 1920w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-87039-155875-12-768x265.png 768w, https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/09\/word-image-87039-155875-12-1536x530.png 1536w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><figcaption id=\"caption-attachment-155997\" class=\"wp-caption-text\">\u56f314.Kaggle\u306eHugging Face\u30e2\u30c7\u30eb<\/figcaption><\/figure>\n<p>\u5148\u306b\u8aac\u660e\u3057\u305f\u30e2\u30c7\u30eb\u767b\u9332\u3068\u540c\u69d8\u306b\u3001Kaggle\u3082\u30e2\u30c7\u30eb\u540d\u7a7a\u9593\u306e\u518d\u5229\u7528\u306b\u5bfe\u3057\u3066\u8106\u5f31\u306a\u30e2\u30c7\u30eb\u3092\u3044\u304f\u3064\u304b\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u76f4\u63a5\u7684\u306a\u30ea\u30b9\u30af\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2><a id=\"post-155875-_hyixyugyfei\"><\/a>AI\u306b\u304a\u3051\u308b\u30e2\u30c7\u30eb\u306e\u5b8c\u5168\u6027\u3078\u306e\u6311\u6226<\/h2>\n<p>ML\u30e2\u30c7\u30eb\u3092\u8ffd\u8de1\u3057\u7d9a\u3051\u308b\u3053\u3068\u306f\u3001\u8907\u96d1\u304b\u3064\u7d99\u7d9a\u7684\u306a\u8ab2\u984c\u3068\u3055\u308c\u307e\u3059\u3002\u958b\u767a\u8005\u306f\u5e38\u306b\u30e2\u30c7\u30eb\u3092\u66f4\u65b0\u3057\u3001\u5fae\u8abf\u6574\u3057\u3001\u30d5\u30a9\u30fc\u30af\u3057\u3001\u518d\u516c\u958b\u3057\u3066\u304a\u308a\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u8907\u6570\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3084\u7d44\u7e54\u306b\u307e\u305f\u304c\u3063\u3066\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u5f0a\u793e\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u30de\u30eb\u30c1\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 \u30b7\u30b9\u30c6\u30e0\u306e\u3055\u307e\u3056\u307e\u306a\u90e8\u5206\u306b\u308f\u305f\u3063\u3066\u3001\u30e2\u30c7\u30eb\u306e\u540d\u524d\u7a7a\u9593\u3092\u518d\u5229\u7528\u3059\u308b\u6a5f\u4f1a\u3092\u89b3\u5bdf\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u6700\u3082\u76f4\u63a5\u7684\u3067\u91cd\u5927\u306a\u30ea\u30b9\u30af\u3092\u3082\u305f\u3089\u3059\u30e2\u30c7\u30eb \u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306b\u9650\u3063\u305f\u3053\u3068\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30c7\u30d5\u30a9\u30eb\u30c8 \u30d1\u30e9\u30e1\u30fc\u30bf\u3001\u30b5\u30f3\u30d7\u30eb \u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u3082\u518d\u5229\u7528\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u53c2\u7167\u304c\u898b\u53d7\u3051\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>GCP\u3001Azure\u3001\u305d\u3057\u3066\u591a\u304f\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u540c\u3058\u30e2\u30c7\u30eb\u306e\u518d\u5229\u7528\u306e\u554f\u984c\u304c\u898b\u3064\u304b\u3063\u305f\u3053\u3068\u3067\u3001AI\u3068ML\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u304a\u3044\u3066\u6700\u3082\u91cd\u8981\u3067\u3001\u898b\u843d\u3068\u3055\u308c\u304c\u3061\u306a\u5074\u9762\u306e1\u3064\u304c\u6d6e\u304d\u5f6b\u308a\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u30d1\u30d6\u30ea\u30c3\u30af \u30ec\u30b8\u30b9\u30c8\u30ea\u304b\u3089\u30e2\u30c7\u30eb\u3092\u5f15\u304d\u51fa\u305d\u3046\u304c\u3001\u5185\u90e8\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304b\u3089\u518d\u5229\u7528\u3057\u3088\u3046\u304c\u3001\u30de\u30cd\u30fc\u30b8\u30c9 \u30b5\u30fc\u30d3\u30b9\u3092\u901a\u3058\u3066\u30c7\u30d7\u30ed\u30a4\u3057\u3088\u3046\u304c\u3001\u8ab0\u304b\u304c\u30e2\u30c7\u30eb\u306e\u30ea\u30c0\u30a4\u30ec\u30af\u30c8\u3092\u7f6e\u304d\u63db\u3048\u305f\u308a\u3001\u6539\u3056\u3093\u3057\u305f\u308a\u3001\u60aa\u7528\u3057\u305f\u308a\u3059\u308b\u30ea\u30b9\u30af\u306f\u5e38\u306b\u5b58\u5728\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u30e2\u30c7\u30eb\u306fHugging Face\u3060\u3051\u3067\u306a\u304f\u3001\u3055\u307e\u3056\u307e\u306a\u767b\u9332\u304b\u3089\u751f\u307e\u308c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Vertex AI Model Garden\u3001Azure AI Foundry Model Catalog\u3001Kaggle\u306f\u3059\u3079\u3066\u3001Hugging Face\u304b\u3089\u76f4\u63a5\u5165\u624b\u3057\u305f\u3082\u306e\u3082\u542b\u3081\u3001\u5e45\u5e83\u3044\u30e2\u30c7\u30eb\u3092\u53d6\u308a\u63c3\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u7d71\u5408\u306f\u4fbf\u5229\u3067\u306f\u3042\u308b\u304c\u3001\u30ea\u30b9\u30af\u3082\u4f34\u3046\u3082\u306e\u306a\u306e\u3067\u3059\u3002\u4e3b\u8981\u306a\u30af\u30e9\u30a6\u30c9AI\u30b5\u30fc\u30d3\u30b9\u306e\u4fe1\u983c\u3055\u308c\u305f\u30e2\u30c7\u30eb\u30ab\u30bf\u30ed\u30b0\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u958b\u767a\u8005\u306f\u3001Hugging Face\u3068\u76f4\u63a5\u3084\u308a\u3068\u308a\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u3082\u3068\u3082\u3068Hugging Face\u306b\u30db\u30b9\u30c8\u3055\u308c\u3066\u3044\u305f\u60aa\u610f\u306e\u3042\u308b\u30e2\u30c7\u30eb\u3092\u77e5\u3089\u305a\u77e5\u3089\u305a\u306e\u3046\u3061\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u65ad\u3063\u3066\u304a\u304f\u3068\u3001\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3059\u3079\u3066\u3001\u30e2\u30c7\u30eb\u767b\u9332\u306e\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u591a\u5927\u306a\u52aa\u529b\u3092\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5f0a\u793e\u304c\u5b9f\u8a3c\u3057\u3066\u304d\u305f\u3088\u3046\u306b\u3001\u540d\u524d\u7a7a\u9593\u306e\u30cf\u30a4\u30b8\u30e3\u30c3\u30af\u3084\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u8106\u5f31\u6027\u3092\u5b8c\u5168\u306b\u514d\u308c\u308b\u30b7\u30b9\u30c6\u30e0\u306f\u5b58\u5728\u3057\u306a\u3044\u3068\u3044\u3046\u306e\u304c\u4e8b\u5b9f\u3067\u3059\u3002\u5f37\u529b\u306a\u30bb\u30fc\u30d5\u30ac\u30fc\u30c9\u3092\u5c0e\u5165\u3057\u3066\u3044\u3066\u3082\u3001\u305f\u3063\u305f\u4e00\u3064\u306e\u30a8\u30c3\u30b8\u30b1\u30fc\u30b9\u306e\u898b\u843d\u3068\u3057\u304c\u3001\u7834\u58ca\u7684\u306a\u60aa\u7528\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n<p>AI\u30c4\u30fc\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u78ba\u4fdd\u306f\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 \u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3060\u3051\u306e\u8cac\u4efb\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u958b\u767a\u8005\u306f\u307e\u305f\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3068\u74b0\u5883\u306e\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u7a4d\u6975\u7684\u306a\u63aa\u7f6e\u3092\u8b1b\u3058\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2><a id=\"post-155875-_w0b7vdpgwdwy\"><\/a>\u5b89\u5168\u306aML\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u306e\u305f\u3081\u306e\u5b9f\u8df5\u7684\u30b9\u30c6\u30c3\u30d7<\/h2>\n<p>\u5f0a\u793e\u3067\u306fML\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3059\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u5185\u5728\u3059\u308b\u8ab2\u984c\u3092\u3044\u304f\u3064\u304b\u63a2\u3063\u3066\u304d\u307e\u3057\u305f\u3002\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u307e\u3067\u3001\u3059\u3079\u3066\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u5b8c\u5168\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u554f\u984c\u3092\u524d\u306b\u3057\u3066\u3082\u3001\u79c1\u305f\u3061\u306f\u7121\u529b\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u306e\u304c\u826f\u3044\u30cb\u30e5\u30fc\u30b9\u3067\u3059\u3002AI\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u4fe1\u983c\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3046\u3048\u3067\u5f79\u306b\u7acb\u3064\u3001\u5177\u4f53\u7684\u306a\u624b\u6bb5\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u305d\u306e\u91cd\u8981\u306a\u5b9f\u8df5\u4f8b\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u56fa\u5b9a: <\/strong><span style=\"font-family: 'courier new', courier, monospace;\">from_pretrained(\"Author\/ModelName\"<\/span>)\u306e\u3088\u3046\u306a\u30e1\u30bd\u30c3\u30c9\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u53d6\u5f97\u3059\u308b\u3068\u3001\u4e88\u671f\u3057\u306a\u3044\u52d5\u4f5c\u3084\u5b89\u5b9a\u6027\u306e\u61f8\u5ff5\u3001\u3042\u308b\u3044\u306f\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u81ea\u52d5\u53d6\u5f97\u306b\u3088\u308b\u60aa\u610f\u306e\u3042\u308b\u30e2\u30c7\u30eb\u306e\u7d71\u5408\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u89e3\u6c7a\u7b56\u306f\u3001\u30ea\u30d3\u30b8\u30e7\u30f3 \u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u7279\u5b9a\u306e\u30b3\u30df\u30c3\u30c8\u306b\u56fa\u5b9a\u3059\u308b\u3053\u3068\u3067\u3059\u3002<span style=\"font-family: 'courier new', courier, monospace;\">from_pretrained(\"Author\/ModelName\", revision=\"abcdef1234567890\")<\/span>\u3068\u3044\u3046\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u304c\u671f\u5f85\u3055\u308c\u305f\u72b6\u614b\u306b\u3042\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3057\u3001\u30e2\u30c7\u30eb\u306e\u52d5\u4f5c\u304c\u4e88\u671f\u305b\u305a\u5909\u66f4\u3055\u308c\u308b\u3053\u3068\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u958b\u767a\u8005\u304c\u30c7\u30d0\u30c3\u30b0\u3084\u5b9f\u884c\u6642\u306b\u4e00\u8cab\u3057\u305f\u30e2\u30c7\u30eb\u306e\u52d5\u4f5c\u3092\u4fdd\u8a3c\u3059\u308b\u306e\u306b\u52b9\u679c\u7684\u3067\u3059\u3002<\/li>\n<li><strong>\u30e2\u30c7\u30eb\u306e\u30af\u30ed\u30fc\u30cb\u30f3\u30b0\u3068\u7ba1\u7406\u3055\u308c\u305f\u4fdd\u7ba1: <\/strong>\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u74b0\u5883\u3084\u672c\u756a\u74b0\u5883\u3067\u306f\u3001\u30ed\u30fc\u30ab\u30eb\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u5185\u90e8\u30ec\u30b8\u30b9\u30c8\u30ea\u3001\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8\u306a\u3069\u3001\u4fe1\u983c\u3067\u304d\u308b\u5834\u6240\u306b\u30e2\u30c7\u30eb\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u30e2\u30c7\u30eb\u306e\u30ed\u30fc\u30c9\u3092\u5916\u90e8\u30bd\u30fc\u30b9\u304b\u3089\u5207\u308a\u96e2\u3059\u3053\u3068\u304c\u3067\u304d\u3001\u4e0a\u6d41\u306e\u5909\u66f4\u3084\u63a5\u7d9a\u6027\u306e\u554f\u984c\u306e\u30ea\u30b9\u30af\u3092\u6392\u9664\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3082\u3061\u308d\u3093\u3001\u30e2\u30c7\u30eb\u306e\u30af\u30ed\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u3057\u3063\u304b\u308a\u3068\u3057\u305f\u30b9\u30ad\u30e3\u30f3\u3068\u691c\u8a3c\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u7d4c\u3066\u304b\u3089\u884c\u3046\u3079\u304d\u3067\u3059\u3002<\/li>\n<li><strong>\u518d\u5229\u7528\u53ef\u80fd\u306a\u53c2\u7167\u3092\u30b9\u30ad\u30e3\u30f3\u3059\u308b: <\/strong>\u30b3\u30fc\u30c9\u30ea\u30dd\u30b8\u30c8\u30ea\u5185\u306e\u30e2\u30c7\u30eb\u53c2\u7167\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3001\u30dd\u30ea\u30b7\u30fc\u3068\u30ec\u30d3\u30e5\u30fc\u306e\u5bfe\u8c61\u3068\u306a\u308b\u4ed6\u306e\u4f9d\u5b58\u95a2\u4fc2\u3068\u540c\u69d8\u306b\u30e2\u30c7\u30eb\u53c2\u7167\u3092\u6271\u3044\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u5f15\u6570\u306e\u3088\u3046\u306a\u4e88\u671f\u305b\u306c\u5834\u6240\u306b\u5b58\u5728\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3001\u30b9\u30ad\u30e3\u30f3\u306f\u5305\u62ec\u7684\u306b\u884c\u308f\u308c\u308b\u3079\u304d\u3067\u3059\u3002 \u3053\u308c\u306f<a href=\"https:\/\/www.geeksforgeeks.org\/python\/python-docstrings\/\" target=\"_blank\" rel=\"noopener\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6587\u5b57\u5217<\/a>\u3084\u30b3\u30e1\u30f3\u30c8\u306a\u3069\u3001\u4e88\u671f\u305b\u306c\u5834\u6240\u306b\u30e2\u30c7\u30eb\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u304c\u3042\u308b\u304b\u3089\u3067\u3059\u3002\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u53c2\u7167\u3092\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6\u306b\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u306b\u3088\u3063\u3066\u5f15\u304d\u8d77\u3053\u3055\u308c\u308b\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u653b\u6483\u306e\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<h2><a id=\"post-155875-_9jgzgeb78w3\"><\/a>\u307e\u3068\u3081: AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u65b0\u305f\u306a\u73fe\u5b9f<\/h2>\n<p>\u672c\u7a3f\u3067\u306f\u3001\u653b\u6483\u8005\u304cGoogle Vertex AI\u3001Azure AI Foundry\u3001\u304a\u3088\u3073\u69d8\u3005\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9 \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306a\u3069\u306e\u4e00\u822c\u7684\u306aAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u5185\u3067\u30ea\u30e2\u30fc\u30c8\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u3001Hugging Face\u4e0a\u306e\u30e2\u30c7\u30eb\u8b58\u5225\u5b50\u3092\u518d\u751f\u6210\u3057\u3001\u518d\u5229\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u307e\u3057\u305f\u3002\u3069\u3061\u3089\u306e\u5834\u5408\u3082\u3001\u30e2\u30c7\u30eb\u306e\u540d\u524d\u3060\u3051\u3067\u306f\u3001\u305d\u306e\u30e2\u30c7\u30eb\u306e\u5b8c\u5168\u6027\u3084\u4fe1\u983c\u6027\u3092\u4fdd\u8a3c\u3059\u308b\u306e\u306b\u5341\u5206\u3067\u306a\u3044\u305f\u3081\u3001\u554f\u984c\u304c\u751f\u3058\u307e\u3059\u3002<\/p>\n<p>\u5f0a\u793e\u306f\u3053\u306e\u8a18\u4e8b\u3067\u7d39\u4ecb\u3057\u305f\u30d9\u30f3\u30c0\u30fc\u3068\u672c\u554f\u984c\u306b\u3064\u3044\u3066\u8a71\u3057\u5408\u3063\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u306a\u304c\u3089\u3001\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u306f\u89e3\u6c7a\u3059\u3079\u304d\u8907\u96d1\u306a\u554f\u984c\u3067\u3042\u308a\u3001\u305d\u306e\u30ea\u30b9\u30af\u306f\u4f9d\u7136\u3068\u3057\u3066\u5b58\u5728\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u5b64\u7acb\u3057\u305f\u554f\u984c\u3067\u306f\u306a\u304f\u3001AI\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u5171\u6709\u30e2\u30c7\u30eb\u306e\u6574\u5408\u6027\u3092\u3069\u306e\u3088\u3046\u306b\u7ba1\u7406\u3057\u3001\u691c\u8a3c\u3059\u308b\u304b\u3068\u3044\u3046\u30b7\u30b9\u30c6\u30e0\u7684\u306a\u8ab2\u984c\u3067\u3059\u3002\u3053\u306e\u8ab2\u984c\u306f\u3001\u5358\u7d14\u306a\u540d\u524d\u7a7a\u9593\u306e\u7ba1\u7406\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u6025\u901f\u306b\u9032\u5316\u3059\u308bAI\u30a4\u30f3\u30d5\u30e9\u306e\u57fa\u790e\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3059\u308b\u7591\u554f\u306b\u3082\u76f4\u9762\u305b\u3056\u308b\u3092\u5f97\u306a\u3044\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u30d4\u30f3\u7559\u3081\u3001\u4fe1\u983c\u3067\u304d\u308b\u30b9\u30c8\u30ec\u30fc\u30b8\u3078\u306e\u30e2\u30c7\u30eb \u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30af\u30ed\u30fc\u30f3\u5316\u3001\u518d\u5229\u7528\u53ef\u80fd\u306a\u53c2\u7167\u306e\u30b9\u30ad\u30e3\u30f3\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u3067\u3001\u4e0a\u8a18\u306e\u8105\u5a01\u306b\u5bfe\u3059\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u7d44\u7e54\u306f<a href=\"https:\/\/www.paloaltonetworks.com\/resources\/datasheets\/unit-42-cloud-security-assessment\" target=\"_blank\" rel=\"noopener\">Unit 42\u30af\u30e9\u30a6\u30c9 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a55\u4fa1<\/a>\u3092\u901a\u3058\u3066\u3001\u81ea\u793e\u306e\u30af\u30e9\u30a6\u30c9 \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4f53\u5236\u3092\u8a55\u4fa1\u3059\u308b\u652f\u63f4\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.paloaltonetworks.com\/unit42\/assess\/ai-security-assessment\" target=\"_blank\" rel=\"noopener\">Unit 42\u306eAI\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a55\u4fa1<\/a>\u306f\u3001\u7d44\u7e54\u306e\u5b89\u5168\u306aAI\u306e\u5229\u7528\u3068\u958b\u767a\u3092\u652f\u63f4\u3059\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u60c5\u5831\u6f0f\u3048\u3044\u306e\u53ef\u80fd\u6027\u304c\u3042\u308b\u5834\u5408\u3001\u307e\u305f\u306f\u7dca\u6025\u306e\u6848\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001<a href=\"https:\/\/start.paloaltonetworks.com\/contact-unit42.html\" target=\"_blank\" rel=\"noopener\">Unit 42\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8 \u30ec\u30b9\u30dd\u30f3\u30b9 \u30c1\u30fc\u30e0<\/a>\u307e\u3067\u3054\u9023\u7d61\u304f\u3060\u3055\u3044\u3002<\/p>\n<ul>\n<li>\u5317\u7c73:\u30d5\u30ea\u30fc\u30c0\u30a4\u30e4\u30eb: +1 (866) 486-4842 (866.4.UNIT42)<\/li>\n<li>\u82f1\u56fd: +44.20.3743.3660<\/li>\n<li>\u30e8\u30fc\u30ed\u30c3\u30d1\u304a\u3088\u3073\u4e2d\u6771: +31.20.299.3130<\/li>\n<li>\u30a2\u30b8\u30a2: +65.6983.8730<\/li>\n<li>\u65e5\u672c: +81.50.1790.0200<\/li>\n<li>\u30aa\u30fc\u30b9\u30c8\u30e9\u30ea\u30a2: +61.2.4062.7950<\/li>\n<li>\u30a4\u30f3\u30c9: 000 800 050 45107<\/li>\n<\/ul>\n<p>\u30d1\u30ed\u30a2\u30eb\u30c8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30b9\u306f\u3001\u672c\u8abf\u67fb\u7d50\u679c\u3092\u30b5\u30a4\u30d0\u30fc\u8105\u5a01\u30a2\u30e9\u30a4\u30a2\u30f3\u30b9(CTA)\u306e\u30e1\u30f3\u30d0\u30fc\u3068\u5171\u6709\u3057\u3066\u3044\u307e\u3059\u3002CTA\u306e\u4f1a\u54e1\u306f\u3001\u3053\u306e\u60c5\u5831\u3092\u5229\u7528\u3057\u3066\u3001\u305d\u306e\u9867\u5ba2\u306b\u5bfe\u3057\u3066\u8fc5\u901f\u306b\u4fdd\u8b77\u3092\u63d0\u4f9b\u3057\u3001\u60aa\u610f\u306e\u3042\u308b\u30b5\u30a4\u30d0\u30fc \u30a2\u30af\u30bf\u30fc\u3092\u7d44\u7e54\u7684\u306b\u59a8\u5bb3\u3057\u3066\u3044\u307e\u3059\u3002<a href=\"https:\/\/www.cyberthreatalliance.org\" target=\"_blank\" rel=\"noopener\">\u30b5\u30a4\u30d0\u30fc\u8105\u5a01\u30a2\u30e9\u30a4\u30a2\u30f3\u30b9<\/a>\u306b\u3064\u3044\u3066\u8a73\u7d30\u3092\u898b\u308b\u3002<\/p>\n<h2><a id=\"post-155875-_936izqxsmi2d\"><\/a>\u305d\u306e\u4ed6\u306e\u8cc7\u6599<\/h2>\n<ul>\n<li><a href=\"https:\/\/huggingface.co\/docs\/hub\/repositories-settings#renaming-or-transferring-a-repo\" target=\"_blank\" rel=\"noopener\">Hugging Face\u6240\u6709\u6a29\u79fb\u8ee2\u66f8\u985e<\/a> - Hugging Face<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u30e2\u30c7\u30eb\u306e\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u306f\u3001AI\u306e\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306b\u304a\u3051\u308b\u6f5c\u5728\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3067\u3059\u3002\u672c\u7a3f\u3067\u306f\u3001Hugging Face\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u60aa\u7528\u3057\u3001\u30ea\u30e2\u30fc\u30c8\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u653b\u6483\u8005\u306e\u624b\u53e3\u306b\u8feb\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"author":366,"featured_media":155227,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[4436,4428],"tags":[4623,8355,4787,5547,5209],"product_categories":[9168,4465],"coauthors":[8916,8557],"class_list":["post-155875","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cloud-cybersecurity-research-ja","category-threat-research-ja","tag-azure-ja","tag-genai-ja","tag-google-ja","tag-microsoft-ja","tag-supply-chain-ja","product_categories-ai-security-assessment-ja","product_categories-unit-42-incident-response-ja"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.0 (Yoast SEO v27.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u30c6\u30af\u30cb\u30c3\u30af: AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u57fa\u672c\u7684\u5074\u9762\u3092\u8aa4\u7528\u3059\u308b<\/title>\n<meta name=\"description\" content=\"\u30e2\u30c7\u30eb\u306e\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u306f\u3001AI\u306e\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306b\u304a\u3051\u308b\u6f5c\u5728\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3067\u3059\u3002\u672c\u7a3f\u3067\u306f\u3001Hugging Face\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u60aa\u7528\u3057\u3001\u30ea\u30e2\u30fc\u30c8\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u653b\u6483\u8005\u306e\u624b\u53e3\u306b\u8feb\u308a\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u30c6\u30af\u30cb\u30c3\u30af: AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u57fa\u672c\u7684\u5074\u9762\u3092\u8aa4\u7528\u3059\u308b\" \/>\n<meta property=\"og:description\" content=\"\u30e2\u30c7\u30eb\u306e\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u306f\u3001AI\u306e\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306b\u304a\u3051\u308b\u6f5c\u5728\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3067\u3059\u3002\u672c\u7a3f\u3067\u306f\u3001Hugging Face\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u60aa\u7528\u3057\u3001\u30ea\u30e2\u30fc\u30c8\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u653b\u6483\u8005\u306e\u624b\u53e3\u306b\u8feb\u308a\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/\" \/>\n<meta property=\"og:site_name\" content=\"Unit 42\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-03T18:56:05+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-09T16:40:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/08\/05_Cloud_cybersecurity_research_Overview_1920x900.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"900\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Itay Saraf, Ofir Balassiano\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u30c6\u30af\u30cb\u30c3\u30af: AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u57fa\u672c\u7684\u5074\u9762\u3092\u8aa4\u7528\u3059\u308b","description":"\u30e2\u30c7\u30eb\u306e\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u306f\u3001AI\u306e\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306b\u304a\u3051\u308b\u6f5c\u5728\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3067\u3059\u3002\u672c\u7a3f\u3067\u306f\u3001Hugging Face\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u60aa\u7528\u3057\u3001\u30ea\u30e2\u30fc\u30c8\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u653b\u6483\u8005\u306e\u624b\u53e3\u306b\u8feb\u308a\u307e\u3059\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/","og_locale":"ja_JP","og_type":"article","og_title":"\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u30c6\u30af\u30cb\u30c3\u30af: AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u57fa\u672c\u7684\u5074\u9762\u3092\u8aa4\u7528\u3059\u308b","og_description":"\u30e2\u30c7\u30eb\u306e\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u306f\u3001AI\u306e\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306b\u304a\u3051\u308b\u6f5c\u5728\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3067\u3059\u3002\u672c\u7a3f\u3067\u306f\u3001Hugging Face\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u60aa\u7528\u3057\u3001\u30ea\u30e2\u30fc\u30c8\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u653b\u6483\u8005\u306e\u624b\u53e3\u306b\u8feb\u308a\u307e\u3059\u3002","og_url":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/","og_site_name":"Unit 42","article_published_time":"2025-09-03T18:56:05+00:00","article_modified_time":"2025-09-09T16:40:15+00:00","og_image":[{"width":1920,"height":900,"url":"https:\/\/unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/08\/05_Cloud_cybersecurity_research_Overview_1920x900.jpg","type":"image\/jpeg"}],"author":"Itay Saraf, Ofir Balassiano","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/#article","isPartOf":{"@id":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/"},"author":{"name":"Sheida Azimi","@id":"https:\/\/unit42.paloaltonetworks.com\/#\/schema\/person\/7ee97ec6f224446d57c0383eb5fd3639"},"headline":"\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u30c6\u30af\u30cb\u30c3\u30af: AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u57fa\u672c\u7684\u5074\u9762\u3092\u8aa4\u7528\u3059\u308b","datePublished":"2025-09-03T18:56:05+00:00","dateModified":"2025-09-09T16:40:15+00:00","mainEntityOfPage":{"@id":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/"},"wordCount":474,"image":{"@id":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/#primaryimage"},"thumbnailUrl":"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/08\/05_Cloud_cybersecurity_research_Overview_1920x900.jpg","keywords":["Azure","GenAI","Google","Microsoft","supply chain"],"articleSection":["\u30af\u30e9\u30a6\u30c9 \u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3 \u30ea\u30b5\u30fc\u30c1","\u8105\u5a01\u30ea\u30b5\u30fc\u30c1"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/","url":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/","name":"\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u30c6\u30af\u30cb\u30c3\u30af: AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u57fa\u672c\u7684\u5074\u9762\u3092\u8aa4\u7528\u3059\u308b","isPartOf":{"@id":"https:\/\/unit42.paloaltonetworks.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/#primaryimage"},"image":{"@id":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/#primaryimage"},"thumbnailUrl":"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/08\/05_Cloud_cybersecurity_research_Overview_1920x900.jpg","datePublished":"2025-09-03T18:56:05+00:00","dateModified":"2025-09-09T16:40:15+00:00","author":{"@id":"https:\/\/unit42.paloaltonetworks.com\/#\/schema\/person\/7ee97ec6f224446d57c0383eb5fd3639"},"description":"\u30e2\u30c7\u30eb\u306e\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u306f\u3001AI\u306e\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306b\u304a\u3051\u308b\u6f5c\u5728\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ea\u30b9\u30af\u3067\u3059\u3002\u672c\u7a3f\u3067\u306f\u3001Hugging Face\u306e\u3088\u3046\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u60aa\u7528\u3057\u3001\u30ea\u30e2\u30fc\u30c8\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u653b\u6483\u8005\u306e\u624b\u53e3\u306b\u8feb\u308a\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/#primaryimage","url":"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/08\/05_Cloud_cybersecurity_research_Overview_1920x900.jpg","contentUrl":"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2025\/08\/05_Cloud_cybersecurity_research_Overview_1920x900.jpg","width":1920,"height":900,"caption":"Pictorial representation of model namespace reuse. A vibrant digital illustration featuring a glowing cloud icon with a padlock, symbolizing cloud security technology, set against a backdrop of glowing circuit lines in blue and orange."},{"@type":"BreadcrumbList","@id":"https:\/\/unit42.paloaltonetworks.com\/ja\/model-namespace-reuse\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/unit42.paloaltonetworks.com\/ja\/"},{"@type":"ListItem","position":2,"name":"\u30e2\u30c7\u30eb\u540d\u524d\u7a7a\u9593\u306e\u518d\u5229\u7528\u30c6\u30af\u30cb\u30c3\u30af: AI\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u57fa\u672c\u7684\u5074\u9762\u3092\u8aa4\u7528\u3059\u308b"}]},{"@type":"WebSite","@id":"https:\/\/unit42.paloaltonetworks.com\/#website","url":"https:\/\/unit42.paloaltonetworks.com\/","name":"Unit 42","description":"Palo Alto Networks","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/unit42.paloaltonetworks.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/unit42.paloaltonetworks.com\/#\/schema\/person\/7ee97ec6f224446d57c0383eb5fd3639","name":"Sheida Azimi","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/unit42.paloaltonetworks.com\/#\/schema\/person\/image\/9213e49ea48b7676660bac40d05c9e3e","url":"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2018\/11\/unit-news-meta.svg","contentUrl":"https:\/\/origin-unit42.paloaltonetworks.com\/wp-content\/uploads\/2018\/11\/unit-news-meta.svg","caption":"Sheida Azimi"},"url":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/author\/sheida-azimi\/"}]}},"_links":{"self":[{"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/posts\/155875","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/users\/366"}],"replies":[{"embeddable":true,"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/comments?post=155875"}],"version-history":[{"count":6,"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/posts\/155875\/revisions"}],"predecessor-version":[{"id":156061,"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/posts\/155875\/revisions\/156061"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/media\/155227"}],"wp:attachment":[{"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/media?parent=155875"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/categories?post=155875"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/tags?post=155875"},{"taxonomy":"product_categories","embeddable":true,"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/product_categories?post=155875"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/origin-unit42.paloaltonetworks.com\/ja\/wp-json\/wp\/v2\/coauthors?post=155875"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}