{"id":12257,"date":"2023-09-11T20:00:00","date_gmt":"2023-09-11T11:00:00","guid":{"rendered":"https:\/\/xrcloud.jp\/blog\/?post_type=articles&#038;p=12257"},"modified":"2026-01-15T02:29:44","modified_gmt":"2026-01-14T17:29:44","slug":"nvidia%e3%81%aenemo-llm%e3%81%a8%e3%81%af%e4%bd%95%ef%bc%9f%e8%a9%b1%e9%a1%8c%e3%81%ae%e7%94%9f%e6%88%90ai%e3%82%92%e3%82%8f%e3%81%8b%e3%82%8a%e3%82%84%e3%81%99%e3%81%8f%e8%a7%a3%e8%aa%ac%ef%bc%81","status":"publish","type":"articles","link":"https:\/\/xrcloud.jp\/blog\/articles\/business\/12257\/","title":{"rendered":"NVIDIA\u306e&#8221;NEMO LLM&#8221;\u3068\u306f\u4f55\uff1f\u8a71\u984c\u306e\u751f\u6210AI\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\uff01"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u300cNEMO LLM\u3063\u3066\u4f55\uff1f\u300d\u3001\u300c\u3069\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u9078\u3079\u3070\u3044\u3044\u306e\uff1f\u300d\u2015\u3053\u308c\u3089\u306e\u7591\u554f\u3092\u304a\u6301\u3061\u306e\u65b9\u306f\u591a\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306f\u3001NVIDIA\u304c\u958b\u767a\u3057\u305f\u5927\u898f\u6a21\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u591a\u304f\u306e\u30d3\u30b8\u30cd\u30b9\u3084\u7814\u7a76\u306b\u9769\u65b0\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001NEMO LLM\u306e\u57fa\u672c\u7684\u306a\u7279\u9577\u304b\u3089\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u5fdc\u7528\u3001\u3055\u3089\u306b\u306f\u30e9\u30a4\u30bb\u30f3\u30b9\u30aa\u30d7\u30b7\u30e7\u30f3\u307e\u3067\u3092\u7db2\u7f85\u7684\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3080\u3053\u3068\u3067\u3001NEMO LLM\u306e\u6d3b\u7528\u6cd5\u304c\u660e\u78ba\u306b\u306a\u308a\u3001\u3088\u308a\u52b9\u7387\u7684\u306a\u9078\u629e\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u30b9\u30ad\u30de\u6642\u9593\u3067\u8aad\u307f\u5207\u308c\u308b\u5185\u5bb9\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u305c\u3072\u304a\u5f79\u7acb\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>&lt;\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3080\u3068\u308f\u304b\u308b\u3053\u3068&gt;<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>NEMO LLM\u3068\u306f\u4f55\u304b\u3001\u305d\u306e\u4e3b\u306a\u7279\u9577\u3068\u6a5f\u80fd<\/li>\n\n\n\n<li>\u30d3\u30b8\u30cd\u30b9\u3067\u306eNEMO LLM\u306e\u5fdc\u7528\u4f8b\uff08\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u5411\u4e0a\u306a\u3069\uff09<\/li>\n\n\n\n<li>NEMO LLM\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u74b0\u5883\u8a2d\u5b9a\u65b9\u6cd5<\/li>\n\n\n\n<li>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u9055\u3044\u3068\u305d\u308c\u305e\u308c\u306e\u30b3\u30b9\u30c8<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">|NEMO LLM\u3068\u306f\uff1f<\/h1>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"340\" src=\"https:\/\/xrcloud.jp\/blog\/wp-content\/uploads\/2023\/09\/image-43-1024x340.png\" alt=\"\" class=\"wp-image-12259\" srcset=\"https:\/\/xrcloud.jp\/blog\/wp-content\/uploads\/2023\/09\/image-43-1024x340.png 1024w, https:\/\/xrcloud.jp\/blog\/wp-content\/uploads\/2023\/09\/image-43-300x100.png 300w, https:\/\/xrcloud.jp\/blog\/wp-content\/uploads\/2023\/09\/image-43-768x255.png 768w, https:\/\/xrcloud.jp\/blog\/wp-content\/uploads\/2023\/09\/image-43.png 1331w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u51fa\u5178\uff1ahttps:\/\/www.nvidia.com\/ja-jp\/ai-data-science\/generative-ai\/nemo-framework\/<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306fNVIDIA\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305f\u5148\u9032\u7684\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001AI\u958b\u767a\u8005\u3068\u30d3\u30b8\u30cd\u30b9\u30ea\u30fc\u30c0\u30fc\u306e\u53cc\u65b9\u306b\u591a\u6570\u306e\u4fbf\u76ca\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u67d4\u8edf\u6027\u304b\u3089\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306e\u5b89\u5168\u6027\u307e\u3067\u3001\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001NVIDIA\u306e\u80cc\u666f\u304b\u3089NEMO LLM\u306e\u7279\u9577\u3001\u3055\u3089\u306b\u306f\u4ed6\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u306e\u6bd4\u8f03\u306b\u3064\u3044\u3066\u3082\u8a73\u3057\u304f\u63a2\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f1f1f1\" class=\"has-inline-color\">NVIDIA\u3068\u306f<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">NVIDIA\u306f1993\u5e74\u306b\u8a2d\u7acb\u3055\u308c\u3001\u5f53\u521d\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u30d7\u30ed\u30bb\u30c3\u30b5\u30e6\u30cb\u30c3\u30c8\uff08GPU\uff09\u306e\u958b\u767a\u3068\u8ca9\u58f2\u3067\u540d\u3092\u99b3\u305b\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u306e\u5f8c\u3001\u540c\u793e\u306f\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u3001\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u81ea\u52d5\u904b\u8ee2\u8eca\u306a\u3069\u3001\u591a\u69d8\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u9818\u57df\u306b\u304a\u3044\u3066\u753b\u671f\u7684\u306a\u88fd\u54c1\u3068\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u304cNVIDIA\u88fd\u54c1\u3067\u3042\u308b\u3053\u3068\u306f\u7279\u306b\u6ce8\u76ee\u306b\u5024\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NVIDIA\u306fAI\u3068\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u306e\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u3092\u62d3\u3044\u3066\u304a\u308a\u3001\u305d\u306e\u9ad8\u5ea6\u306aGPU\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u7528\u3044\u3066\u8a08\u7b97\u901f\u5ea6\u3068\u52b9\u7387\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u793e\u306eAI\u306b\u5bfe\u3059\u308b\u6df1\u3044\u5c02\u9580\u77e5\u8b58\u3068\u6280\u8853\u529b\u306f\u3001NEMO LLM\u304c\u6301\u3064\u9ad8\u5ea6\u306a\u5206\u6790\u80fd\u529b\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u57fa\u76e4\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a00\u3044\u63db\u3048\u308c\u3070\u3001NVIDIA\u306e\u80cc\u5f8c\u306b\u3042\u308b\u6280\u8853\u529b\u306f\u3001NEMO LLM\u304c\u696d\u754c\u6a19\u6e96\u3092\u8d85\u3048\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u591a\u6a5f\u80fd\u6027\u3092\u5099\u3048\u3066\u3044\u308b\u4e3b\u8981\u306a\u7406\u7531\u306e\u4e00\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f1f1f1\" class=\"has-inline-color\">NEMO LLM\u306e\u7279\u9577\u3068\u4e3b\u306a\u6a5f\u80fd<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306f\u3001NVIDIA\u306eAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u57fa\u3065\u3044\u3066\u958b\u767a\u3055\u308c\u305f\u5148\u9032\u7684\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u964d\u3067\u306f\u3001\u305d\u306e\u4e3b\u8981\u306a\u7279\u9577\u3068\u6a5f\u80fd\u306b\u7126\u70b9\u3092\u5f53\u3066\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a13\u7df4\u901f\u5ea6\u306e\u5927\u5e45\u306a\u5411\u4e0a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NeMo\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6700\u65b0\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306b\u3088\u308a\u3001GPT-3\u30e2\u30c7\u30eb\u306e\u8a13\u7df4\u901f\u5ea6\u304c\u6700\u5927\u306730%\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u52b9\u7387\u7684\u306a\u8a08\u7b97\u6642\u9593\u3068\u8cc7\u6e90\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u591a\u69d8\u306a\u5fdc\u7528\u30b1\u30fc\u30b9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u3001\u30c6\u30ad\u30b9\u30c8\u8981\u7d04\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3001\u5bfe\u8a71\u578bAI\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u306e\u8cea\u554f\u5fdc\u7b54\u306a\u3069\u3001\u591a\u304f\u306e\u5b9f\u7528\u30b1\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u9069\u5316\u3068\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u65b0\u6280\u8853<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306f\u3001\u30b7\u30fc\u30b1\u30f3\u30b9\u4e26\u5217\u51e6\u7406\uff08Sequence Parallelism, SP\uff09\u3068\u9078\u629e\u7684\u6d3b\u6027\u518d\u8a08\u7b97\uff08Selective Activation Recomputation, SAR\uff09\u3068\u3044\u3063\u305f\u65b0\u6280\u8853\u3092\u53d6\u308a\u5165\u308c\u3066\u304a\u308a\u3001\u3053\u308c\u306b\u3088\u308a\u52b9\u7387\u7684\u306a\u30e2\u30c7\u30eb\u8a13\u7df4\u304c\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9ad8\u5ea6\u306a\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u30c4\u30fc\u30eb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a13\u7df4\u3068\u63a8\u8ad6\u306e\u8a2d\u5b9a\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u30c4\u30fc\u30eb\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u304a\u308a\u3001\u30b3\u30fc\u30c9\u5909\u66f4\u306a\u3057\u3067\u52b9\u7387\u7684\u306a\u30e2\u30c7\u30eb\u8a2d\u5b9a\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">NVIDIA AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30b5\u30dd\u30fc\u30c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306f\u3001NVIDIA DGX SuperPODs\u3084Microsoft Azure\u30af\u30e9\u30a6\u30c9\u306a\u3069\u3001\u5e45\u5e83\u3044GPU\u30af\u30e9\u30b9\u30bf\u69cb\u6210\u3067\u306e\u8a13\u7df4\u3068\u63a8\u8ad6\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4ed6\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306f\u3001NVIDIA\u306e\u9ad8\u5ea6\u306aAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u8a08\u7b97\u901f\u5ea6\u3084\u591a\u69d8\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u9069\u7528\u6027\u306b\u304a\u3044\u3066\u4ed6\u306e\u30e2\u30c7\u30eb\u3068\u4e00\u6b69\u30ea\u30fc\u30c9\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3089\u306b\u3001\u8a13\u7df4\u304b\u3089\u63a8\u8ad6\u307e\u3067\u306e\u5168\u30d5\u30ed\u30fc\u304c\u9ad8\u5ea6\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u308b\u70b9\u3082\u3001\u4ed6\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u306f\u7570\u306a\u308b\u91cd\u8981\u306a\u7279\u9577\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f1f1f1\" class=\"has-inline-color\">NEMO LLM vs \u4ed6\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb<\/mark><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>\u7279\u6027 \/ \u30e2\u30c7\u30eb<\/strong><\/td><td><strong>NEMO LLM<\/strong><\/td><td><strong>GPT-4<\/strong><\/td><td><strong>BERT<\/strong><\/td><\/tr><tr><td>\u958b\u767a\u8005<\/td><td>NVIDIA<\/td><td>OpenAI<\/td><td>Google<\/td><\/tr><tr><td>\u8a13\u7df4\u901f\u5ea6<\/td><td>\u9ad8\u901f\uff08\u6700\u592730%\u9ad8\u901f\uff09<\/td><td>\u9ad8\u901f<\/td><td>\u9ad8\u901f<\/td><\/tr><tr><td>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/td><td>\u9ad8\u3044\uff08NVIDIA\u4f9d\u5b58\uff09<\/td><td>\u9ad8\u3044\uff08\u6c4e\u7528\u6027\u3042\u308a\uff09<\/td><td>\u4e2d\u7a0b\u5ea6<\/td><\/tr><tr><td>\u7528\u9014<\/td><td>\u5bfe\u8a71\u578bAI, \u30c6\u30ad\u30b9\u30c8\u751f\u6210<\/td><td>\u6c4e\u7528<\/td><td>\u30c6\u30ad\u30b9\u30c8\u5206\u6790<\/td><\/tr><tr><td>\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4f9d\u5b58<\/td><td>\u3042\u308a\uff08NVIDIA\uff09<\/td><td>\u306a\u3057<\/td><td>\u306a\u3057<\/td><\/tr><tr><td>\u30d1\u30e9\u30e1\u30fc\u30bf\u8abf\u6574<\/td><td>\u81ea\u52d5\u8abf\u6574\u30c4\u30fc\u30eb\u3042\u308a<\/td><td>\u9650\u5b9a\u7684<\/td><td>\u9650\u5b9a\u7684<\/td><\/tr><tr><td>\u30c8\u30fc\u30af\u30f3\u30b5\u30a4\u30ba<\/td><td>\u9ad8\u3044<\/td><td>\u9ad8\u3044<\/td><td>\u4e2d\u7a0b\u5ea6<\/td><\/tr><tr><td>\u8a00\u8a9e\u5bfe\u5fdc<\/td><td>\u591a\u8a00\u8a9e<\/td><td>\u4e3b\u306b\u82f1\u8a9e<\/td><td>\u591a\u8a00\u8a9e<\/td><\/tr><tr><td>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/td><td>\u52b9\u7387\u7684\u306a\u4ee3\u66ff\u624b\u6cd5\u3042\u308a<\/td><td>\u4e00\u822c\u7684\u306a\u624b\u6cd5<\/td><td>\u4e00\u822c\u7684\u306a\u624b\u6cd5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u3068\u4ed6\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08\u4f8b\uff1aGPT-4\u3001BERT\uff09\u3092\u6bd4\u8f03\u3059\u308b\u3068\u3001\u3044\u304f\u3064\u304b\u306e\u660e\u78ba\u306a\u9055\u3044\u304c\u898b\u53d7\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306fNVIDIA\u306e\u5148\u9032\u7684\u306aAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e0a\u3067\u958b\u767a\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u305f\u3081\u8a08\u7b97\u901f\u5ea6\u3084\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u306b\u3001\u6700\u65b0\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067\u306fGPT-3\u30e2\u30c7\u30eb\u306e\u8a13\u7df4\u901f\u5ea6\u304c\u6700\u5927\u306730%\u5411\u4e0a\u3059\u308b\u306a\u3069\u3001\u8a13\u7df4\u52b9\u7387\u306b\u304a\u3044\u3066\u4ed6\u306e\u30e2\u30c7\u30eb\u3092\u51cc\u99d5\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001NEMO LLM\u306f\u591a\u69d8\u306a\u5fdc\u7528\u30b1\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u7279\u306b\u5bfe\u8a71\u578bAI\u3084\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u306b\u95a2\u3059\u308b\u591a\u304f\u306e\u5b9f\u7528\u30b1\u30fc\u30b9\u304c\u8003\u616e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u3067\u3001GPT-4\u306f\u6c4e\u7528\u6027\u306b\u512a\u308c\u308b\u3082\u306e\u306e\u3001\u7279\u5b9a\u306e\u30cb\u30fc\u30ba\u306b\u5bfe\u3059\u308b\u6700\u9069\u5316\u304c\u5c11\u306a\u3044\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">BERT\u306f\u4e3b\u306b\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u306b\u5f37\u304f\u3001\u305d\u306e\u4ed6\u306e\u7528\u9014\u3067\u306e\u9069\u7528\u306f\u9650\u5b9a\u7684\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306e\u77ed\u6240\u3068\u3057\u3066\u306f\u3001NVIDIA\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u70b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306f\u3001NVIDIA\u306e\u74b0\u5883\u5916\u3067\u306e\u904b\u7528\u306b\u5236\u7d04\u304c\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308a\u3001\u67d4\u8edf\u6027\u306b\u6b20\u3051\u308b\u3053\u3068\u304c\u3042\u308b\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">|NEMO LLM\u306e\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u5fdc\u7528<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306f\u305f\u3060\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u4ee5\u4e0a\u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306e\u6280\u8853\u306f\u30d3\u30b8\u30cd\u30b9\u306e\u591a\u9762\u7684\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u53ef\u80fd\u3067\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u696d\u52d9\u52b9\u7387\u306e\u5411\u4e0a\u304b\u3089\u3001\u9867\u5ba2\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u8cea\u3092\u9ad8\u3081\u308b\u307e\u3067\u591a\u5c90\u306b\u6e21\u308b\u5fdc\u7528\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5177\u4f53\u7684\u306b\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3067\u306e\u9867\u5ba2\u5bfe\u5fdc\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3088\u308b\u6226\u7565\u7684\u610f\u601d\u6c7a\u5b9a\u3001\u305d\u3057\u3066\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u306e\u8cea\u5411\u4e0a\u3068\u3044\u3063\u305f\u5206\u91ce\u3067\u305d\u306e\u80fd\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u30d3\u30b8\u30cd\u30b9\u30b1\u30fc\u30b9\u306b\u7126\u70b9\u3092\u5f53\u3066\u3001NEMO LLM\u306e\u53ef\u80fd\u6027\u3092\u63a2\u3063\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f0f0f0\" class=\"has-inline-color\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u3057\u3066\u306e\u6d3b\u7528<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u3092\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u3057\u3066\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4e00\u822c\u7684\u306a\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u57fa\u3065\u304f\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3088\u308a\u3082\u306f\u308b\u304b\u306b\u81ea\u7136\u3067\u9ad8\u5ea6\u306a\u5bfe\u8a71\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30e2\u30c7\u30eb\u306f\u8907\u96d1\u306a\u8cea\u554f\u306b\u5bfe\u3057\u3066\u3082\u72ec\u81ea\u306e\u89e3\u91c8\u3092\u751f\u6210\u3059\u308b\u80fd\u529b\u304c\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u6df1\u307f\u306e\u3042\u308b\u5bfe\u8a71\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3001\u91d1\u878d\u696d\u754c\u3067\u306e\u6210\u529f\u4e8b\u4f8b\u3068\u3057\u3066\u306f\u3001NEMO LLM\u304c\u9867\u5ba2\u304b\u3089\u306e\u591a\u69d8\u306a\u6295\u8cc7\u306b\u95a2\u3059\u308b\u8cea\u554f\u306b\u9ad8\u5ea6\u306a\u5c02\u9580\u77e5\u8b58\u3092\u6301\u3063\u3066\u5bfe\u5fdc\u3057\u3001\u7d50\u679c\u3068\u3057\u3066\u9867\u5ba2\u6e80\u8db3\u5ea6\u306e\u5411\u4e0a\u3068\u30b3\u30fc\u30eb\u30bb\u30f3\u30bf\u30fc\u3078\u306e\u554f\u3044\u5408\u308f\u305b\u6570\u306e\u524a\u6e1b\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u3053\u306e\u30e2\u30c7\u30eb\u306f\u7d99\u7d9a\u7684\u306b\u5b66\u7fd2\u3057\u3001\u9032\u5316\u3059\u308b\u305f\u3081\u3001\u6642\u9593\u3068\u3068\u3082\u306b\u305d\u306e\u6027\u80fd\u306f\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u81ea\u52d5\u5b66\u7fd2\u6a5f\u80fd\u306f\u3001\u6700\u65b0\u306e\u5e02\u5834\u30c8\u30ec\u30f3\u30c9\u3084\u9867\u5ba2\u306e\u30cb\u30fc\u30ba\u306b\u8fc5\u901f\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3068\u3044\u3046\u70b9\u3067\u7279\u306b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u5c02\u9580\u5bb6\u306e\u624b\u3092\u501f\u308a\u305a\u306b\u3082\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7dad\u6301\u3001\u3042\u308b\u3044\u306f\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f1f1f1\" class=\"has-inline-color\">\u30c7\u30fc\u30bf\u5206\u6790\u3068\u610f\u601d\u6c7a\u5b9a<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u3092\u30c7\u30fc\u30bf\u5206\u6790\u3068\u610f\u601d\u6c7a\u5b9a\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u9ad8\u5ea6\u306a\u6d1e\u5bdf\u529b\u3068\u8fc5\u901f\u306a\u30a2\u30af\u30b7\u30e7\u30f3\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30e2\u30c7\u30eb\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u9ad8\u5ea6\u306a\u30b9\u30ad\u30eb\u3092\u6d3b\u7528\u3057\u3066\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304b\u3089\u6709\u7528\u306a\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u3088\u308a\u7406\u89e3\u3057\u3084\u3059\u3044\u5f62\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3068\u3048\u3070\u3001\u88fd\u85ac\u696d\u754c\u3067\u306f\u3001NEMO LLM\u304c\u81a8\u5927\u306a\u533b\u7642\u6587\u732e\u304b\u3089\u65b0\u3057\u3044\u6cbb\u7642\u6cd5\u3084\u85ac\u7269\u76f8\u4e92\u4f5c\u7528\u306b\u95a2\u3059\u308b\u6d1e\u5bdf\u3092\u63d0\u4f9b\u3057\u3001\u7814\u7a76\u958b\u767a\u306e\u65b9\u5411\u6027\u3092\u6539\u5584\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u306b\u3088\u308a\u3001\u5e02\u5834\u306e\u30c8\u30ec\u30f3\u30c9\u3084\u6d88\u8cbb\u8005\u306e\u611f\u60c5\u306a\u3069\u3001\u304b\u3086\u3044\u3068\u3053\u308d\u306b\u624b\u304c\u5c4a\u304f\u3088\u3046\u306a\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306f\u7279\u306b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u88fd\u54c1\u958b\u767a\u306b\u304a\u3044\u3066\u6975\u3081\u3066\u4fa1\u5024\u306e\u3042\u308b\u60c5\u5831\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u969b\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u3053\u306e\u6a5f\u80fd\u3092\u5229\u7528\u3057\u3066\u3001\u88fd\u54c1\u306e\u30ed\u30fc\u30f3\u30c1\u6226\u7565\u3092\u898b\u76f4\u3057\u305f\u308a\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306eROI\u3092\u9ad8\u3081\u305f\u308a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f0f0f0\" class=\"has-inline-color\">\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u5411\u4e0a<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u5fdc\u7528\u306f\u3001\u9867\u5ba2\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u8cea\u3092\u5927\u5e45\u306b\u9ad8\u3081\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u9867\u5ba2\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u3057\u3066\u5373\u5ea7\u306b\u304b\u3064\u7cbe\u5ea6\u9ad8\u304f\u5fdc\u3058\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u4eba\u9593\u306e\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u304c\u4ecb\u5165\u3059\u308b\u524d\u306b\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3001\u91d1\u878d\u696d\u754c\u306b\u304a\u3044\u3066\u306f\u3001NEMO LLM\u304c\u9ad8\u5ea6\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d7\u30ed\u30c8\u30b3\u30eb\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528\u3055\u308c\u3001\u9867\u5ba2\u304c\u5b89\u5168\u304b\u3064\u52b9\u7387\u7684\u306b\u30a2\u30ab\u30a6\u30f3\u30c8\u7ba1\u7406\u3084\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u884c\u3048\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u3053\u306e\u30e2\u30c7\u30eb\u306fFAQ\u30bb\u30af\u30b7\u30e7\u30f3\u306e\u81ea\u52d5\u751f\u6210\u3084\u3001\u88fd\u54c1\u306b\u95a2\u3059\u308b\u8cea\u554f\u306b\u5bfe\u3059\u308b\u8a73\u7d30\u306a\u56de\u7b54\u63d0\u4f9b\u306a\u3069\u3001\u591a\u5c90\u306b\u308f\u305f\u308b\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u6d3b\u7528\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u306b\u3001E\u30b3\u30de\u30fc\u30b9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001NEMO LLM\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u30ab\u30fc\u30c8\u653e\u68c4\u7387\u304c\u4f4e\u4e0b\u3057\u3001\u9867\u5ba2\u6e80\u8db3\u5ea6\u304c\u5411\u4e0a\u3057\u3066\u3044\u308b\u3068\u306e\u5831\u544a\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d50\u679c\u3068\u3057\u3066\u3001NEMO LLM\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u306e\u52b9\u7387\u5316\u3068\u54c1\u8cea\u5411\u4e0a\u3092\u4e21\u7acb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u9577\u671f\u7684\u306b\u306f\u9867\u5ba2\u30ed\u30a4\u30e4\u30ea\u30c6\u30a3\u3068\u58f2\u4e0a\u306e\u5897\u52a0\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">|NEMO LLM\u3092\u4f7f\u3063\u3066\u4f55\u304c\u3067\u304d\u308b\uff1f<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306f\u591a\u304f\u306e\u7528\u9014\u3067\u6d3b\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u529b\u5f37\u3044\u6a5f\u80fd\u3092\u6700\u5927\u9650\u306b\u5229\u7528\u3059\u308b\u305f\u3081\u306e\u5e45\u5e83\u3044\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001NEMO LLM\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304b\u3089\u74b0\u5883\u8a2d\u5b9a\u3001API\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6d3b\u7528\u65b9\u6cd5\u307e\u3067\u3001\u3053\u306e\u5148\u9032\u7684\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u52b9\u679c\u7684\u306b\u904b\u7528\u3059\u308b\u305f\u3081\u306e\u60c5\u5831\u3092\u7db2\u7f85\u7684\u306b\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f1f1f1\" class=\"has-inline-color\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u74b0\u5883\u8a2d\u5b9a\u65b9\u6cd5<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u74b0\u5883\u8a2d\u5b9a\u306f\u624b\u8efd\u304b\u3064\u76f4\u611f\u7684\u306b\u884c\u3048\u307e\u3059\u304c\u3001\u3044\u304f\u3064\u304b\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u6761\u4ef6\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001Python\u306e\u4eee\u60f3\u74b0\u5883\u3092\u4f5c\u6210\u3057\u3001\u305d\u308c\u3092NEMO LLM\u5c02\u7528\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Python 3.x \u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u305f\u74b0\u5883\u304c\u5fc5\u9808\u3067\u3042\u308a\u3001\u3055\u3089\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308bpip\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u3001\u7279\u5b9a\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092pip\u30b3\u30de\u30f3\u30c9\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306b\u3088\u308a\u3001\u30d7\u30ed\u30b0\u30e9\u30de\u30d6\u30eb\u306a\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u6a5f\u80fd\u3084API\u306e\u5229\u7528\u306a\u3069\u3001NEMO LLM\u306e\u591a\u69d8\u306a\u6a5f\u80fd\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u74b0\u5883\u304c\u6574\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u74b0\u5883\u8a2d\u5b9a\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u7279\u5b9a\u306eAPI\u30ad\u30fc\u3092\u74b0\u5883\u5909\u6570\u3067\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u624b\u9806\u3092\u7d4c\u3066\u3001NEMO LLM\u3092\u52b9\u679c\u7684\u306b\u5229\u7528\u3057\u3001\u5b89\u5168\u304b\u3064\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u5bfe\u8a71\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u57fa\u76e4\u304c\u6574\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f1f1f1\" class=\"has-inline-color\">API\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6d3b\u7528<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u3092\u52b9\u7387\u7684\u306b\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001API\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u7406\u89e3\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306eAPI\u3092\u7528\u3044\u308c\u3070\u3001\u7814\u7a76\u8005\u3084\u958b\u767a\u8005\u306f\u7c21\u5358\u306a\u30b3\u30fc\u30c9\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306e\u30e2\u30c7\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u3001\u81ea\u5206\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u76f4\u63a5\u9069\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u3001BioNeMo LLM\u30b5\u30fc\u30d3\u30b9\u306f\u79d1\u5b66\u7684\u30c7\u30fc\u30bf\u306b\u7279\u5316\u3057\u305f\u30e2\u30c7\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u751f\u7269\u5b66\u3084\u5316\u5b66\u306e\u7814\u7a76\u306b\u5f79\u7acb\u3064\u60c5\u5831\u3092\u5bb9\u6613\u306b\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001NEMO LLM\u306fNVIDIA NeMo Megatron \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3082\u7dca\u5bc6\u306b\u9023\u643a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u306f\u3001T5\u3084GPT-3\u3068\u3044\u3063\u305f\u591a\u69d8\u306a\u30e2\u30c7\u30eb\u3092\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u305f\u3081\u3001\u7279\u5b9a\u306e\u696d\u754c\u3084\u8a00\u8a9e\u306b\u9069\u3057\u305f\u89e3\u6c7a\u7b56\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NVIDIA\u306e\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306fAWS\u3001Azure\u3001Oracle Cloud\u306a\u3069\u591a\u304f\u306e\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3067\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u8abf\u6574\u3082\u5bb9\u6613\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7dcf\u3058\u3066\u3001API\u3068\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6d3b\u7528\u306b\u3088\u308a\u3001NEMO LLM\u306e\u30d1\u30ef\u30d5\u30eb\u306a\u6a5f\u80fd\u3092\u30d5\u30eb\u306b\u5f15\u304d\u51fa\u3057\u3001\u591a\u69d8\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306e\u4f7f\u7528\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">|NEMO LLM\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u30aa\u30d7\u30b7\u30e7\u30f3<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u3092\u5229\u7528\u3059\u308b\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001NVIDIA NEMO\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30b3\u30b9\u30c8\u69cb\u9020\u3084\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u9055\u3044\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u7279\u6027\u3068\u3001\u3069\u306e\u3088\u3046\u306a\u30b1\u30fc\u30b9\u3067\u6700\u9069\u306a\u9078\u629e\u3068\u306a\u308b\u304b\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f1f1f1\" class=\"has-inline-color\">NVIDIA NEMO\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u305d\u306e\u30b3\u30b9\u30c8\u4e00\u89a7\u8868<\/mark><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>\u30e9\u30a4\u30bb\u30f3\u30b9\u30aa\u30d7\u30b7\u30e7\u30f3<\/strong><\/td><td><strong>\u5bfe\u8c61\u30e6\u30fc\u30b6\u30fc<\/strong><\/td><td><strong>\u4e3b\u306a\u7279\u9577<\/strong><\/td><td><strong>\u30b3\u30b9\u30c8<\/strong><\/td><\/tr><tr><td>GitHub NeMo<\/td><td>\u500b\u4eba\u958b\u767a\u8005<\/td><td>\u57fa\u672c\u6a5f\u80fd\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/td><td>\u7121\u6599<\/td><\/tr><tr><td>NVIDIA NGC<\/td><td>\u500b\u4eba\u958b\u767a\u8005<\/td><td>\u7121\u6599NeMo\u30b3\u30f3\u30c6\u30ca\u3001\u57fa\u672c\u6a5f\u80fd<\/td><td>\u7121\u6599<\/td><\/tr><tr><td>NVIDIA AI Enterprise<\/td><td>\u4f01\u696d<\/td><td>24\/7\u30c6\u30af\u30cb\u30ab\u30eb\u30b5\u30dd\u30fc\u30c8\u3001\u9ad8\u5ea6\u306aAI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001\u672c\u756a\u74b0\u5883\u5bfe\u5fdc<\/td><td>\u6709\u6599<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">NVIDIA NEMO\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u306f\u4e3b\u306b3\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u3001GitHub NeMo\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u305f\u3044\u500b\u4eba\u958b\u767a\u8005\u5411\u3051\u3067\u3001\u57fa\u672c\u6a5f\u80fd\u304c\u7121\u6599\u3067\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u3001NVIDIA NGC\u306f\u7121\u6599\u3067\u63d0\u4f9b\u3055\u308c\u308bNeMo\u30b3\u30f3\u30c6\u30ca\u3092\u4f7f\u7528\u3057\u3066\u958b\u767a\u3059\u308b\u500b\u4eba\u958b\u767a\u8005\u5411\u3051\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\u306b\u3001NVIDIA AI Enterprise\u306f\u3001\u4f01\u696d\u304c\u672c\u756a\u74b0\u5883\u3067NEMO\u3092\u6d3b\u7528\u3059\u308b\u305f\u3081\u306e\u6709\u6599\u30d7\u30e9\u30f3\u3067\u300124\/7\u306e\u30c6\u30af\u30cb\u30ab\u30eb\u30b5\u30dd\u30fc\u30c8\u3068\u9ad8\u5ea6\u306aAI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:#f1f1f1\" class=\"has-inline-color\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u9055\u3044<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e9\u30a4\u30bb\u30f3\u30b9\u3068\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u3001\u305d\u306e\u540d\u79f0\u304c\u793a\u3059\u3088\u3046\u306b\u3001\u4f7f\u7528\u8a31\u8afe\u3084\u30b5\u30dd\u30fc\u30c8\u306e\u7bc4\u56f2\u304c\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30aa\u30d7\u30b7\u30e7\u30f3\uff08GitHub NeMo\u3001NVIDIA NGC\uff09\u306f\u7121\u6599\u3067\u63d0\u4f9b\u3055\u308c\u3001\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u306b\u306f\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u304c\u3001\u30c6\u30af\u30cb\u30ab\u30eb\u30b5\u30dd\u30fc\u30c8\u3084\u7279\u5225\u306aAI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u542b\u307e\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u3067\u3001\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\uff08NVIDIA AI Enterprise\uff09\u306f\u6709\u6599\u3067\u3059\u304c\u300124\/7\u306e\u30c6\u30af\u30cb\u30ab\u30eb\u30b5\u30dd\u30fc\u30c8\u3001\u9ad8\u5ea6\u306aAI\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3001\u672c\u756a\u74b0\u5883\u3067\u306e\u5b89\u5168\u306a\u4f7f\u7528\u304c\u4fdd\u8a3c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d3\u30b8\u30cd\u30b9\u3067NEMO LLM\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u7d99\u7d9a\u7684\u306a\u30b5\u30dd\u30fc\u30c8\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u975e\u5e38\u306b\u91cd\u8981\u306a\u8981\u7d20\u3068\u306a\u308b\u305f\u3081\u3001\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u306b\u3001\u8907\u96d1\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3084\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u3088\u3063\u3066\u30ea\u30b9\u30af\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u52b9\u7387\u7684\u306a\u904b\u7528\u3092\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">|\u307e\u3068\u3081\uff1a\u534a\u5c0e\u4f53\u306e\u4e16\u754c\u7684\u4f01\u696d\u3067\u3042\u308bNVIDIA\u306e\u81ea\u7136\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u306f\u4eca\u5f8c\u3082\u6ce8\u76ee\uff01<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u8a18\u4e8b\u3092\u901a\u3058\u3066\u3001NVIDIA\u304c\u63d0\u4f9b\u3059\u308b\u300cNEMO LLM\u300d\u306e\u57fa\u672c\u7684\u306a\u7279\u9577\u304b\u3089\u3001\u30d3\u30b8\u30cd\u30b9\u3078\u306e\u5fdc\u7528\u65b9\u6cd5\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u3084\u30b3\u30b9\u30c8\u306b\u95a2\u3059\u308b\u60c5\u5831\u307e\u3067\u3001\u591a\u5c90\u306b\u308f\u305f\u308b\u5185\u5bb9\u3092\u6df1\u5800\u308a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NEMO LLM\u306f\u3001\u5358\u306a\u308b\u6280\u8853\u7684\u306a\u9032\u5316\u3092\u8d85\u3048\u3001\u30d3\u30b8\u30cd\u30b9\u3084\u7814\u7a76\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3067\u9769\u547d\u7684\u306a\u5909\u5316\u3092\u3082\u305f\u3089\u3059\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u534a\u5c0e\u4f53\u306e\u4e16\u754c\u7684\u4f01\u696d\u3067\u3042\u308bNVIDIA\u304c\u3001\u3053\u306e\u5206\u91ce\u306b\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3057\u305f\u3053\u3068\u306f\u3001\u4eca\u5f8c\u306eAI\u6280\u8853\u306e\u9032\u5316\u3084\u666e\u53ca\u306e\u5146\u3057\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u306e\u305f\u3081\u3001NEMO LLM\u3092\u52b9\u679c\u7684\u306b\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u305d\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3092\u5e38\u306b\u30c1\u30a7\u30c3\u30af\u3057\u3001\u65b0\u3057\u3044\u6a5f\u80fd\u3084\u6539\u5584\u3055\u308c\u305f\u70b9\u306b\u5373\u5ea7\u306b\u5bfe\u5fdc\u3059\u308b\u59ff\u52e2\u304c\u6c42\u3081\u3089\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3092\u624b\u5143\u306b\u3001NEMO 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