{"id":30865,"date":"2023-08-08T10:00:26","date_gmt":"2023-08-08T01:00:26","guid":{"rendered":"https:\/\/gri.jp\/media\/?p=30865"},"modified":"2023-08-02T08:09:23","modified_gmt":"2023-08-01T23:09:23","slug":"%e5%a4%a7%e8%a6%8f%e6%a8%a1%e8%a8%80%e8%aa%9e%e3%83%a2%e3%83%87%e3%83%ab%e3%81%ae%e5%ae%9f%e7%94%a8%e5%8c%96%e3%83%bb%e3%82%b9%e3%82%b1%e3%83%bc%e3%83%ab%e5%89%87%e3%81%a8%e3%81%af%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/gri.jp\/media\/entry\/30865","title":{"rendered":"\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u5b9f\u7528\u5316\u30fb\u30b9\u30b1\u30fc\u30eb\u5247\u3068\u306f\uff1f"},"content":{"rendered":"<p><strong><span style=\"color: #0000ff;\">\u5927\u898f\u6a21\u81ea\u7136\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08Large Language 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www.picaca.jp<\/td><\/tr><\/tbody><\/table><\/div>\n<h3><strong>\u4e8b\u524d\u5b66\u7fd2\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong><\/h3>\n<p>\u5927\u898f\u6a21\u306a\u753b\u50cf\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u3066\u5b66\u7fd2\u3057\u305f\u753b\u50cf\u8a8d\u8b58\u30e2\u30c7\u30eb\u3092\u8ee2\u79fb\u5b66\u7fd2\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u3068\u540c\u3058\u4ed5\u7d44\u307f\u304c\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u3082\u5fdc\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6709\u540d\u306aBERT\u3084GPT 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loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-30868 size-full\" src=\"https:\/\/gri.jp\/media\/wp\/wp-content\/uploads\/2023\/07\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2023-07-25-10.45.02.png\" alt=\"\" width=\"1364\" height=\"548\" \/>\n<h3><strong>\u30b9\u30b1\u30fc\u30eb\u5247<\/strong><\/h3>\n<p><strong><span style=\"color: #0000ff;\">\u30b9\u30b1\u30fc\u30eb\u5247\uff08Scaling Laws\uff09<\/span><\/strong>\u3068\u306f\u3001<strong>\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u3068\u305d\u308c\u306b\u4f34\u3046\u8a13\u7df4\u30c7\u30fc\u30bf\u3001\u8a08\u7b97\u91cf\u306a\u3069\u304c\u5897\u52a0\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u3082\u307b\u307c\u540c\u3058\u5272\u5408\u3067\u5411\u4e0a<\/strong>\u3059\u308b\u3068\u3044\u3046\u7d4c\u9a13\u5247\u3067\u3059\u3002\u8a00\u3044\u63db\u3048\u308b\u3068\u3001\u3088\u308a\u5927\u304d\u306a\u30e2\u30c7\u30eb\u3092\u3001\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3067\u8a13\u7df4\u3059\u308b\u3068\u3001\u69d8\u3005\u306a\u30bf\u30b9\u30af\u306b\u304a\u3051\u308b\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u304c\u5411\u4e0a\u3059\u308b\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u3002\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u5206\u91ce\u306b\u9650\u3089\u305a\u3001\u4f8b\u3048\u3070\u3001\u753b\u50cf\u306b\u4f7f\u308f\u308c\u308b\u6700\u5148\u7aef\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u306e\u591a\u304f\u306f\u3001\u3053\u306e\u30b9\u30b1\u30fc\u30eb\u5247\u3068\u3044\u3046\u539f\u52d5\u529b\u306b\u5f93\u3063\u3066\u30e2\u30c7\u30eb\u3092\u8a13\u7df4\u3057\u3066\u304d\u305f\u3053\u3068\u3067\u9054\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u78ba\u304b\u306b\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306e\u591a\u3044\u5de8\u5927\u306a\u300c\u6c4e\u7528\u7684\u81ea\u7136\u8a00\u8a9e\u30e2\u30c7\u30eb\u300d\u307b\u3069\u3001\u5e45\u5e83\u3044\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u9a5a\u7570\u7684\u306a\u6027\u80fd\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\u305d\u306e\u30b3\u30b9\u30c8\u3067\u3059\u3002<\/p>\n<p>\u8fd1\u5e74\u958b\u767a\u3055\u308c\u305f\u6709\u540d\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u9a5a\u304f\u307b\u3069\u81a8\u3089\u3093\u3067\u3044\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u30012018 \u5e74\u306b\u63d0\u6848\u3055\u308c\u305f\u300cBERT\u300d\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306f3 \u5104\u7a0b\u5ea6\u3067\u3042\u3063\u305f\u306e\u306b\u5bfe\u3057\u3066\u30012020 \u5e74\u306e\u300cGPT-3\u300d\u3067\u306f1750 \u5104\u7a0b\u5ea6\u307e\u3067\u5de8\u5927\u5316\u3057\u30012023\u5e743\u6708\u306b\u516c\u958b\u3055\u308c\u305fGPT-4\u306f\uff11\u5146\u3092\u8d85\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306a\u6df1\u5c64\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u305d\u308c\u306b\u5fdc\u3058\u3066\u3001<strong>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u91cf\u3068\u8a08\u7b97\u8cc7\u6e90\u3092\u307e\u3059\u307e\u3059\u5897\u3084\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059<\/strong>\u3002\u5b9f\u969b\u3001\u8fd1\u5e74\u306eLLM\u306e\u5b66\u7fd2\u306b\u306f\u6570\u767e\uff5e\u6570\u5343\u500b\u306eGPU \u3084TPU \u304c\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u30d1\u30e9\u30e1\u30fc\u30bf1000 \u500b\u306b\u5bfe\u3057\u3066\u304a\u3088\u305d1\u30c9\u30eb\u4f7f\u7528\u3059\u308b\u3068\u898b\u7a4d\u3082\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001GPT-3\uff08\u30d1\u30e9\u30e1\u30fc\u30bf1750 \u5104\u500b\uff09\u306e\u5b66\u7fd2\u8cbb\u7528\u306f\u65e5\u672c\u5186\u306b\u3059\u308b\u306810 \u5104\u5186\u3092\u8d85\u3048\u307e\u3059\uff01\uff08\u53c2\u8003\uff1a<a href=\"https:\/\/arxiv.org\/abs\/2004.08900\" target=\"_blank\" rel=\"noopener\">The Cost of Training NLP Models: A Concise Overview<\/a>\uff09<\/p>\n<p>\u3060\u304b\u3089\u3053\u305d\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u7814\u7a76\u958b\u767a\u306f\u3069\u3046\u3057\u3066\u3082\u8a08\u7b97\u306e\u30ea\u30bd\u30fc\u30b9\u3084\u4e88\u7b97\u3092\u4f7f\u3048\u308bIT 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