{"id":3155,"date":"2024-05-21T17:27:27","date_gmt":"2024-05-21T08:27:27","guid":{"rendered":"https:\/\/highreso.jp\/edgehub\/?p=3155"},"modified":"2024-05-21T19:18:36","modified_gmt":"2024-05-21T10:18:36","slug":"fugaku-llm","status":"publish","type":"post","link":"https:\/\/highreso.jp\/edgehub\/wordgenerationai\/fugaku-llm.html","title":{"rendered":"Fugaku-LLM(\u5bcc\u5cb3)\u306e\u4f7f\u3044\u65b9\u3084\u6599\u91d1\u3092\u521d\u5fc3\u8005\u5411\u3051\u306b\u89e3\u8aac\uff01\u3010\u753b\u50cf\u3067\u89e3\u8aac\u3011"},"content":{"rendered":"\n<p>2024\u5e745\u670810\u65e5\u3001\u6771\u4eac\u5de5\u696d\u5927\u5b66\u3001\u6771\u5317\u5927\u5b66\u3001\u5bcc\u58eb\u901a\u3001\u7406\u5316\u5b66\u7814\u7a76\u6240\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u958b\u767a\u3055\u308c\u305f\u300cFugaku-LLM(\u5bcc\u5cb3 LLM)\u300d\u304c\u516c\u958b\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u9042\u306b\u65e5\u672c\u767a\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u300cFugaku-LLM(\u5bcc\u5cb3 LLM)\u300d\u304c\u8a95\u751f\u3057\u307e\u3057\u305f\uff01<\/p>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001<span class=\"swl-format-1\"><span class=\"swl-marker mark_yellow\">Fugaku-LLM\u306e\u6027\u80fd\u3084\u4f7f\u3044\u65b9\u3092\u521d\u5fc3\u8005\u5411\u3051\u306b\u89e3\u8aac<\/span><\/span>\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Fugaku-LLM(\u5bcc\u5cb3 LLM)\u3068\u306f\uff1f<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"625\" height=\"200\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_1.png\" alt=\"\" class=\"wp-image-3160\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_1.png 625w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_1-300x96.png 300w\" sizes=\"(max-width: 625px) 100vw, 625px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178\uff1awww.r-ccs.riken.jp)<\/figcaption><\/figure>\n\n\n\n<p>\u300cFugaku-LLM(\u5bcc\u5cb3 LLM)\u300d\u3068\u306f\u3001<span class=\"swl-marker mark_yellow\"><span class=\"swl-format-1\">\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u300c\u5bcc\u5cb3\u300d\u3092\u5229\u7528\u3057\u3066\u65e5\u672c\u8a9e\u3092\u5b66\u7fd2\u3057\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3067\u3059\u3002<\/span><\/span><\/p>\n\n\n\n<p>\u300cFugaku-LLM\u300d\u306f\u3001\u7814\u7a76\u3084\u5546\u7528\u5229\u7528\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u3066<a href=\"https:\/\/github.com\/Fugaku-LLM\/DeepSpeedFugaku\" target=\"_blank\" rel=\"noreferrer noopener\">GitHub<\/a>\u3068<a href=\"https:\/\/huggingface.co\/Fugaku-LLM\/Fugaku-LLM-13B\" target=\"_blank\" rel=\"noreferrer noopener\">Hugging Face<\/a>\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u73fe\u5728\u3001Fujitsu Research Portal\u3067Web\u30d6\u30e9\u30a6\u30b6\u5229\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"swell-block-capbox cap_box is-style-onborder_ttl2\"><div class=\"cap_box_ttl\"><span>Fugaku-LLM\u306e\u7279\u5fb4<\/span><\/div><div class=\"cap_box_content\">\n<ul class=\"wp-block-list\">\n<li><span class=\"swl-format-1\">\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u300c\u5bcc\u5cb3\u300d<\/span>\u304c\u5b66\u7fd2\u306b\u5c0e\u5165<\/li>\n\n\n\n<li>\u8a08\u7b97\u8cc7\u6e90\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u3066<span class=\"swl-format-1\">\u30d0\u30e9\u30f3\u30b9\u304c\u826f\u3044130\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30e2\u30c7\u30eb<\/span><\/li>\n\n\n\n<li>\u4eba\u6587\u793e\u4f1a\u7cfb\u306e\u30bf\u30b9\u30af\u3084<span class=\"swl-format-1\">\u656c\u8a9e\u306a\u3069\u306e\u7406\u89e3\u304c\u5f37\u3044<\/span><\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u300c\u5bcc\u5cb3\u300d\u304c\u5b66\u7fd2\u306b\u5c0e\u5165\u3055\u308c\u305f<\/h3>\n\n\n\n<p>\u65e5\u672c\u6700\u5927\u306e\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u300c\u5bcc\u5cb3\u300d\u3092\u7528\u3044\u3066\u3001\u4e26\u5217\u5206\u6563\u5b66\u7fd2\u624b\u6cd5\u3092\u958b\u767a\u3057\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001<span class=\"swl-format-1\"><span class=\"swl-marker mark_yellow\">\u8a00\u8a9e\u5b66\u7fd2\u901f\u5ea6\u3092\u6a19\u6e96\u306e6\u500d\u306b\u3059\u308b\u3053\u3068\u306b\u6210\u529f<\/span><\/span>\u3057\u6210\u679c\u3092\u4e0a\u3052\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u901a\u5e38\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306b\u306f\u9ad8\u6027\u80fd\u306eGPU\u304c\u5fc5\u8981\u3068\u3055\u308c\u307e\u3059\u304c\u3001<span class=\"swl-marker mark_yellow\"><span class=\"swl-format-1\">Fugaku-LLM\u3067\u306f\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u300c\u5bcc\u5cb3\u300d\u306eCPU\u3092\u5229\u7528\u3057\u3066\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u307e\u3057\u305f\u3002<\/span><\/span><\/p>\n\n\n\n<p>\u3053\u306e\u624b\u6cd5\u306b\u3088\u308a\u3001\u6d77\u5916\u88fd\u306eGPU\u3084\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306b\u983c\u3089\u305a\u3001\u7d14\u7c8b\u306a\u56fd\u7523LLM\u3068\u3057\u3066\u3001\u5927\u304d\u306a\u9032\u6b69\u3092\u9042\u3052\u305f\u3068\u8a00\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a08\u7b97\u8cc7\u6e90\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u3066\u30d0\u30e9\u30f3\u30b9\u304c\u826f\u3044130\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30e2\u30c7\u30eb<\/h3>\n\n\n\n<p>\u56fd\u5185\u3067\u958b\u767a\u3055\u308c\u3066\u3044\u308bLLM\u306f\u3001\u304a\u3088\u305d70\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u3042\u308b\u306e\u306b\u5bfe\u3057\u3001Fugaku-LLM\u306f2\u500d\u8fd1\u3044\u6027\u80fd\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u5927\u304d\u304f\u306a\u308b\u3068\u4e00\u5b9a\u306e\u8a08\u7b97\u8cc7\u6e90\u3067\u306f\u5b9f\u884c\u3057\u306b\u304f\u3044\u30c7\u30e1\u30ea\u30c3\u30c8\u304c\u751f\u307e\u308c\u308b\u305f\u3081\u3001\u30d0\u30e9\u30f3\u30b9\u304c\u826f\u3044130\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u63a1\u7528\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001<span class=\"swl-marker mark_yellow\"><span class=\"swl-format-1\">\u6295\u8cc7\u304c\u5c11\u306a\u304f\u5931\u6557\u3057\u306b\u304f\u3044\u74b0\u5883\u3067\u958b\u767a\u3092\u9032\u3081\u308b<\/span><\/span>\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4eba\u6587\u793e\u4f1a\u7cfb\u306e\u30bf\u30b9\u30af\u3084\u656c\u8a9e\u306a\u3069\u306e\u7406\u89e3\u304c\u5f37\u3044<\/h3>\n\n\n\n<p>Fugaku-LLM\u306f\u3001<span class=\"swl-marker mark_yellow\"><span class=\"swl-format-1\">\u65e5\u672c\u8a9e\u306e\u51e6\u7406\u80fd\u529b\u306b\u512a\u308c\u3066\u3044\u308b<\/span><\/span>\u3053\u3068\u304c\u5927\u304d\u306a\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u72ec\u81ea\u306e\u65e5\u672c\u8a9e\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u3001\u4e00\u304b\u3089\u5b66\u7fd2\u3092\u884c\u3063\u305f\u305f\u3081\u3001\u65e5\u672c\u8a9e\u306e\u6587\u8108\u3084\u656c\u8a9e\u306a\u3069\u306e\u7279\u5fb4\u3092\u7684\u78ba\u306b\u6349\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u65e5\u672c\u8a9e\u3067LLM\u3092\u4f7f\u3046\u969b\u306e\u6027\u80fd\u8a55\u4fa1\u3068\u3057\u3066\u306f\u3001\u56fd\u7523\u3067\u72ec\u81ea\u306b\u5b66\u7fd2\u3092\u884c\u3063\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u306a\u30e2\u30c7\u30eb\u306e\u4e2d\u3067\u306f\u6700\u9ad8\u6027\u80fd\u3092\u9054\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/02\/ainews-300x158.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/ainews\/claude3sugoi.html\">Anthropic\u304c\u516c\u958b\u3057\u305f\u6b21\u4e16\u4ee3AI\u30e2\u30c7\u30eb\u300cClaude3\u300d\u304c\u51c4\u3044\uff01<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">Anthropic\u793e\u306f\u30012024\u5e743\u67084\u65e5\u306b\u65b0\u578bAI\u30e2\u30c7\u30eb\u300cClaude 3\u300d\u30d5\u30a1\u30df\u30ea\u30fc\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u6027\u80fd\u306b\u5fdc\u3058\u3066Claude 3 Haiku\u3001Claude 3 Sonnet\u3001Claude 3 Opus\u306e3\u7a2e\u985e\u306e\u30b5\u30fc\u30d3\u30b9\u304c\u767b\u5834\u3057\u307e\u3057\u305f\u3002<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<h2 class=\"wp-block-heading\">Fugaku-LLM(\u5bcc\u5cb3 LLM)\u306e\u59cb\u3081\u65b9\u30fb\u4f7f\u3044\u65b9<\/h2>\n\n\n\n<p>\u300cFugaku-LLM\u300d\u306f\u3001\u8ab0\u3067\u3082\u7c21\u5358\u306b\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u3053\u3067\u306f\u3001<span class=\"swl-marker mark_yellow\"><span class=\"swl-format-1\">\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308bWeb\u30b5\u30a4\u30c8\u300cFujitsu Research Portal\u300d\u3092\u4f7f\u3063\u305f\u624b\u9806\u3068\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/span><\/span><\/p>\n\n\n\n<p>Fujitsu Research Portal\u3068\u306f\u3001\u5bcc\u58eb\u901a\u304c\u516c\u958b\u3057\u3066\u3044\u308b\u5148\u9032\u6280\u8853\u3092\u7121\u6599\u3067\u4f53\u9a13\u3067\u304d\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"swell-block-step\" data-num-style=\"circle\">\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">\u300cFujitsu Research Portal\u300d\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059<\/div><div class=\"swell-block-step__body\">\n<p>\u307e\u305a\u306f<a href=\"https:\/\/portal.research.global.fujitsu.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Fujitsu Research Portal<\/a>\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30fc\u30d3\u30b9\u306e\u6982\u8981\u3084\u4ed5\u7d44\u307f\u304c\u30da\u30fc\u30b8\u306b\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b5\u30fc\u30d3\u30b9\u3092\u958b\u59cb\u3059\u308b\u306b\u306f\u300c<span class=\"swl-format-1\"><span class=\"swl-marker mark_yellow\">\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210<\/span><\/span>\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u9032\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"453\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/fugaku_2-1024x453.jpg\" alt=\"\" class=\"wp-image-3172\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/fugaku_2-1024x453.jpg 1024w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/fugaku_2-300x133.jpg 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/fugaku_2-768x340.jpg 768w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/fugaku_2.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178\uff1aportal.research.global.fujitsu.com)<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">\u30e6\u30fc\u30b6\u30fc\u767b\u9332\u3092\u3057\u3066\u96fb\u8a71\u756a\u53f7\u8a8d\u8a3c\u3059\u308b<\/div><div class=\"swell-block-step__body\">\n<p>Fujitsu Research Portal\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u306b\u5fc5\u8981\u306a\u4e0b\u8a18\u60c5\u5831\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30fb\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\uff08\u8981\u8a8d\u8a3c\uff09<br>\u30fb\u30e6\u30fc\u30b6\u30fc\u540d<br>\u30fb\u30d1\u30b9\u30ef\u30fc\u30c9<br>\u30fb\u540d\u524d<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"263\" height=\"500\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_3.png\" alt=\"\" class=\"wp-image-3174\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_3.png 263w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_3-158x300.png 158w\" sizes=\"(max-width: 263px) 100vw, 263px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178\uff1aportal.research.global.fujitsu.com)<\/figcaption><\/figure>\n\n\n\n<p>\u5165\u529b\u304c\u7d42\u308f\u3063\u305f\u3089\u5229\u7528\u898f\u7d04\u306b\u540c\u610f\u3057\u3066\u4f5c\u6210\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6b21\u306b\u3001<span class=\"swl-format-1\"><span class=\"swl-marker mark_yellow\">\u65e5\u672c\u3092\u9078\u629e\u3057SMS\u304c\u53d7\u3051\u53d6\u308c\u308b\u96fb\u8a71\u756a\u53f7\u3092\u5165\u529b<\/span><\/span>\u3057\u3066\u9032\u307f\u3001\u8a8d\u8a3c\u3092\u5b8c\u4e86\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"403\" height=\"367\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_4.png\" alt=\"\" class=\"wp-image-3176\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_4.png 403w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_4-300x273.png 300w\" sizes=\"(max-width: 403px) 100vw, 403px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178\uff1aportal.research.global.fujitsu.com)<\/figcaption><\/figure>\n\n\n\n<p>\u305d\u306e\u5f8c\u3001\u5165\u529b\u304c\u5b8c\u4e86\u3059\u308b\u3068\u81ea\u52d5\u3067\u30ed\u30b0\u30a4\u30f3\u304c\u5b8c\u4e86\u3057\u3066\u30e1\u30cb\u30e5\u30fc\u3092\u9078\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">\u30c1\u30e3\u30c3\u30c8\u30a2\u30d7\u30ea\u3092\u7acb\u3061\u4e0a\u3052\u307e\u3057\u3087\u3046<\/div><div class=\"swell-block-step__body\">\n<p>\u767b\u9332\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001<a href=\"https:\/\/portal.research.global.fujitsu.com\/chat-gen-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5bfe\u8a71\u578b\u751f\u6210AI\u30da\u30fc\u30b8<\/a>\u306b\u9032\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"479\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_5-1024x479.png\" alt=\"\" class=\"wp-image-3178\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_5-1024x479.png 1024w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_5-300x140.png 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_5-768x359.png 768w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_5.png 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178\uff1aportal.research.global.fujitsu.com)<\/figcaption><\/figure>\n\n\n\n<p>\u300c\u6280\u8853\u3092\u8a66\u3059\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u518d\u5ea6\u30ed\u30b0\u30a4\u30f3\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u306e\u3067\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3057\u9032\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"900\" height=\"399\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_6.png\" alt=\"\" class=\"wp-image-3184\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_6.png 900w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_6-300x133.png 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_6-768x340.png 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178\uff1aportal.research.global.fujitsu.com)<\/figcaption><\/figure>\n\n\n\n<p>\u300c\u30a2\u30d7\u30ea\u3092\u8a66\u3059\u300d\u30dc\u30bf\u30f3\u306b\u5909\u308f\u308a\u307e\u3059\u306e\u3067\u3001\u30af\u30ea\u30c3\u30af\u3057\u3066\u9032\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"620\" height=\"413\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_7.png\" alt=\"\" class=\"wp-image-3188\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_7.png 620w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_7-300x200.png 300w\" sizes=\"(max-width: 620px) 100vw, 620px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178\uff1aportal.research.global.fujitsu.com)<\/figcaption><\/figure>\n\n\n\n<p>\u518d\u5ea6\u30ed\u30b0\u30a4\u30f3\u3092\u6c42\u3081\u3089\u308c\u307e\u3059\u306e\u3067\u3001\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3057\u9032\u307f\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">Fugaku-LLM\u3092\u8a2d\u5b9a<\/div><div class=\"swell-block-step__body\">\n<p>\u30a2\u30d7\u30ea\u753b\u9762\u3092\u958b\u3044\u305f\u3089\u65b0\u898f\u30c1\u30e3\u30c3\u30c8\u306e\u4f5c\u6210\u306b\u9032\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u65e5\u672c\u8a9e\u306b\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u30d6\u30e9\u30a6\u30b6\u306e\u65e5\u672c\u8a9e\u7ffb\u8a33\u6a5f\u80fd\u306e\u4f7f\u7528\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"342\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_8-1024x342.png\" alt=\"\" class=\"wp-image-3193\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_8-1024x342.png 1024w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_8-300x100.png 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_8-768x257.png 768w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_8.png 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178\uff1aportal.research.global.fujitsu.com)<\/figcaption><\/figure>\n\n\n\n<p>\u6b21\u306b\u3001\u30c1\u30e3\u30c3\u30c8\u4f5c\u6210\u306e\u30bf\u30a4\u30c8\u30eb\u3068\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"650\" height=\"524\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_9.png\" alt=\"\" class=\"wp-image-3197\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_9.png 650w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_9-300x242.png 300w\" sizes=\"(max-width: 650px) 100vw, 650px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178\uff1aportal.research.global.fujitsu.com)<\/figcaption><\/figure>\n\n\n\n<p>\u66f8\u985e\u306f\u7a7a\u6b04\u306e\u307e\u307e\u3067\u5927\u4e08\u592b\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30e2\u30c7\u30eb\u306f\u3001GPT-3.5\u30bf\u30fc\u30dc\uff5eCPU\u5bcc\u5cb3-LLM\u307e\u3067\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><span class=\"swl-format-1\"><span class=\"swl-marker mark_yellow\">\u30d6\u30e9\u30a6\u30b6\u306e\u7ffb\u8a33\u6a5f\u80fd<\/span><\/span>\u3092\u4f7f\u3063\u3066\u65e5\u672c\u8a9e\u8868\u793a\u306b\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"is-style-icon_good\"><span class=\"swl-format-1\">\u3010\u30d6\u30e9\u30a6\u30b6\u306e\u7ffb\u8a33\u6a5f\u80fd\u3011<\/span><br>Chrome\u3084Edge\u306e\u5834\u5408\uff1a<br>\u65e5\u672c\u8a9e\u7ffb\u8a33\u3057\u305f\u3044\u30b5\u30a4\u30c8\u306e\u4e0a\u3067\u300c\u53f3\u30af\u30ea\u30c3\u30af\u300d\u2192\u300c\u65e5\u672c\u8a9e\u306b\u7ffb\u8a33\u300d\u3092\u9078\u629e<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"swell-block-step__item\"><div class=\"swell-block-step__number u-bg-main\"><span class=\"__label\">STEP<\/span><\/div><div class=\"swell-block-step__title u-fz-l\">\u30c1\u30e3\u30c3\u30c8\u3092\u59cb\u3081\u3088\u3046\uff01<\/div><div class=\"swell-block-step__body\">\n<p>\u30c1\u30e3\u30c3\u30c8\u306e\u4f5c\u6210\u304c\u5b8c\u4e86\u3057\u305f\u3089\u65e9\u901fFugaku-LLM\u306b\u8cea\u554f\u3092\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u508d\u76ee\u516b\u76ee\uff08\u304a\u304b\u3081\u306f\u3061\u3082\u304f\uff09\u306e\u610f\u5473\u3092\u6559\u3048\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8cea\u554f\u306e\u5165\u529b\u306f\u65e5\u672c\u8a9e\u3067\u5927\u4e08\u592b\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"900\" height=\"616\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_10.png\" alt=\"\" class=\"wp-image-3207\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_10.png 900w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_10-300x205.png 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_10-768x526.png 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178\uff1aportal.research.global.fujitsu.com)<\/figcaption><\/figure>\n\n\n\n<p>\u8cea\u554f\u3092\u5165\u529b\u3057\u7d42\u308f\u3063\u305f\u3089\u300csend\u300d\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"862\" height=\"725\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_11.png\" alt=\"\" class=\"wp-image-3208\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_11.png 862w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_11-300x252.png 300w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/05\/Fugaku_11-768x646.png 768w\" sizes=\"(max-width: 862px) 100vw, 862px\" \/><figcaption class=\"wp-element-caption\">(\u51fa\u5178\uff1aportal.research.global.fujitsu.com)<\/figcaption><\/figure>\n\n\n\n<p>Fugaku-LLM\u306f\u3001\u65e5\u672c\u306b\u95a2\u9023\u3059\u308b\u8cea\u554f\u306b\u3082\u8a73\u3057\u304f\u7b54\u3048\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<\/div><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Fugaku-LLM(\u5bcc\u5cb3 LLM)\u306e\u6599\u91d1\u30d7\u30e9\u30f3<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/03\/moneyplan.jpg\" alt=\"\u6599\u91d1\u30a4\u30e1\u30fc\u30b8\u306e\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-882\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/03\/moneyplan.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/03\/moneyplan-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p>Fugaku-LLM\u306f\u3001<span class=\"swl-marker mark_yellow\"><span class=\"swl-format-1\">\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3059\u3002<\/span><\/span><\/p>\n\n\n\n<p>\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f<a href=\"https:\/\/github.com\/Fugaku-LLM\/DeepSpeedFugaku\" target=\"_blank\" rel=\"noreferrer noopener\">GitHub<\/a> \u3068 <a href=\"https:\/\/huggingface.co\/Fugaku-LLM\/Fugaku-LLM-13B\" target=\"_blank\" rel=\"noreferrer noopener\">Hugging Face<\/a> \u3067\u516c\u958b\u3055\u308c\u3066\u3044\u3066\u3001\u898f\u7d04\u306b\u540c\u610f\u3059\u308c\u3070\u5546\u7528\u5229\u7528\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u73fe\u5728\u306e\u30b5\u30fc\u30d3\u30b9\u306f\u3001Web\u7248\u300cFujitsu Research Portal\u300d\u3067\u306e\u307f\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div class=\"p-blogCard__inner\">\n\t\t\t\t\t<span class=\"p-blogCard__caption\">\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/span>\n\t\t\t\t\t<div class=\"p-blogCard__thumb c-postThumb\"><figure class=\"c-postThumb__figure\"><img decoding=\"async\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/02\/wordgenerationai-1-300x158.jpg\" alt=\"\" class=\"c-postThumb__img u-obf-cover\" width=\"320\" height=\"180\"><\/figure><\/div>\t\t\t\t\t<div class=\"p-blogCard__body\">\n\t\t\t\t\t\t<a class=\"p-blogCard__title\" href=\"https:\/\/highreso.jp\/edgehub\/wordgenerationai\/osusume6.html\">\u7121\u6599\u6587\u7ae0\u4f5c\u6210AI\u53b3\u90787\uff01\u304a\u3059\u3059\u3081\u30b5\u30a4\u30c8\u3084\u30a2\u30d7\u30ea\u3092\u3054\u7d39\u4ecb<\/a>\n\t\t\t\t\t\t<span class=\"p-blogCard__excerpt\">AI\u3092\u4f7f\u3063\u3066\u306e\u6587\u7ae0\u4f5c\u6210\u306f\u3001ChatGPT\u306a\u3069\u306e\u51fa\u73fe\u306b\u3088\u308a\u6025\u901f\u306b\u767a\u5c55\u3057\u69d8\u3005\u306a\u5834\u9762\u3084\u4ed5\u4e8b\u3067\u6d3b\u7528\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u307e\u3059\u3002 \u4f55\u304b\u3089\u59cb\u3081\u3066\u3044\u3044\u306e\u304b\u5206\u304b\u3089\u306a\u3044\u4eba\u3084\u6570\u3042\u308b\u30b5\u30fc&#8230;<\/span>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\n<h2 class=\"wp-block-heading\">Fugaku-LLM(\u5bcc\u5cb3 LLM)\u306e\u30a2\u30d7\u30ea\u306f\u3042\u308b\uff1f<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/02\/aiapp_midashi.jpg\" alt=\"AI\u30a2\u30d7\u30ea\u306e\u898b\u51fa\u3057\u753b\u50cf\" class=\"wp-image-249\" srcset=\"https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/02\/aiapp_midashi.jpg 600w, https:\/\/highreso.jp\/edgehub\/wp-content\/uploads\/2024\/02\/aiapp_midashi-300x150.jpg 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<p>Fugaku-LLM\u306e\u30a2\u30d7\u30ea\u306f\u3001<span class=\"swl-format-1\"><span class=\"swl-marker mark_blue\">\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/span><\/span><\/p>\n\n\n\n<p>\u6b8b\u5ff5\u306a\u304c\u3089Fujitsu Research Portal\u306f\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u30d6\u30e9\u30a6\u30b6\u3067\u306f\u5fdc\u7b54\u3057\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u624b\u8efd\u306b\u30b9\u30de\u30db\u30a2\u30d7\u30ea\u3067\u4f7f\u3048\u308b\u65e5\u304c\u5f85\u3061\u9060\u3057\u3044\u3067\u3059\u306d\u3002<\/p>\n\n\n<div class=\"swell-block-postLink\">\t\t\t<div class=\"p-blogCard -internal\" data-type=\"type1\" data-onclick=\"clickLink\">\n\t\t\t\t<div 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class=\"wp-block-heading\">\u56fd\u7523\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u300cFugaku-LLM\u300d\u306e\u672a\u6765\u306f\u660e\u308b\u3044\uff01<\/h2>\n\n\n\n<p>\u4eca\u56de\u306f\u3001\u300c\u5bcc\u5cb3\u300d\u3092\u4f7f\u3063\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u300cFugaku-LLM\u300d\u306e\u4f7f\u3044\u65b9\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u56fd\u7523\u521d\u306eLLM\u3068\u3044\u3046\u3053\u3068\u3067\u3001\u5c0e\u5165\u3059\u308b\u4f01\u696d\u3084\u30b5\u30fc\u30d3\u30b9\u3082\u591a\u304f\u51fa\u3066\u304f\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u6ce2\u306b\u4e57\u308a\u9045\u308c\u306a\u3044\u3088\u3046\u306b\u3001\u4eca\u306e\u3046\u3061\u306b\u4f7f\u3044\u3053\u306a\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n<div class=\"p-blogParts post_content\" data-partsID=\"504\">\n<p class=\"is-style-icon_announce\">GPUSOROBAN<br><a href=\"https:\/\/soroban.highreso.jp\/?utm_medium=edgehub&amp;utm_source=edgehub&amp;utm_campaign=boxword&amp;adid=edgehub\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/soroban.highreso.jp\/<\/a><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>2024\u5e745\u670810\u65e5\u3001\u6771\u4eac\u5de5\u696d\u5927\u5b66\u3001\u6771\u5317\u5927\u5b66\u3001\u5bcc\u58eb\u901a\u3001\u7406\u5316\u5b66\u7814\u7a76\u6240\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u958b\u767a\u3055\u308c\u305f\u300cFugaku-LLM(\u5bcc\u5cb3 LLM)\u300d\u304c\u516c\u958b\u3055\u308c\u307e\u3057\u305f\u3002 \u9042\u306b\u65e5\u672c\u767a\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u300cFugaku-LLM(\u5bcc\u5cb3 LLM)\u300d\u304c\u8a95 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3269,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","footnotes":""},"categories":[7],"tags":[],"class_list":["post-3155","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-wordgenerationai"],"_links":{"self":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts\/3155","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/comments?post=3155"}],"version-history":[{"count":3,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts\/3155\/revisions"}],"predecessor-version":[{"id":3272,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/posts\/3155\/revisions\/3272"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/media\/3269"}],"wp:attachment":[{"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/media?parent=3155"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/categories?post=3155"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/highreso.jp\/edgehub\/wp-json\/wp\/v2\/tags?post=3155"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}