{"id":9097,"date":"2025-10-10T18:05:00","date_gmt":"2025-10-10T09:05:00","guid":{"rendered":"https:\/\/yorozu.cloudfree.jp\/wordpress\/?p=9097"},"modified":"2025-11-30T18:56:08","modified_gmt":"2025-11-30T09:56:08","slug":"%ef%bd%87%ef%bd%90%ef%bd%94","status":"publish","type":"post","link":"https:\/\/yorozu.cloudfree.jp\/wordpress\/?p=9097","title":{"rendered":"\uff27\uff30\uff34\uff08Generative Pre-trained Transforme\uff09"},"content":{"rendered":"\n

\uff11\uff0e\u6982\u8981<\/strong><\/h4>\n\n\n\n

\u3000OpenAI\u793e\u304c\u958b\u767a\u3057\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb
\u3000\u3000\u3000AI\u306b\u3088\u3063\u3066\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3057
\u3000\u3000\u3000\u6587\u7ae0\u751f\u6210\u3084\u8a00\u8a9e\u7406\u89e3\u306e\u80fd\u529b\u3092\u3082\u3061\u3001
\u3000\u3000\u3000\u4e88\u6e2c\u3084\u63a8\u6e2c\u304c\u3067\u304d\u308b\u6b21\u4e16\u4ee3\u578b\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb

\u3000\u4f1a\u8a71\u5f62\u5f0f\u3067\u8cea\u554f\u306b\u7b54\u3048\u3001\u753b\u50cf\u3084\u97f3\u697d\u306e\u4f5c\u6210\u304c\u53ef\u80fd
\u3000\u3000\u3000\u8cea\u7591\u5fdc\u7b54\u30dc\u30c3\u30c8\u3001\u30c6\u30ad\u30b9\u30c8\u306e\u8981\u7d04\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u751f\u6210\u7b49\u306b\u6d3b\u304b\u3055\u308c\u308b<\/p>\n\n\n\n

\uff12\uff0e\u5909\u9077<\/strong><\/h4>\n\n\n\n

\u3000GPT-1
\u3000\u3000\u30001\u51041,700\u4e07\u3082\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u3082\u3064\u521d\u671f\u30e2\u30c7\u30eb

\u3000GPT-2
\u3000\u3000\u3000\u591a\u69d8\u306a\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u3001\u6c4e\u7528\u7684\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u76ee\u6307\u3057\u958b\u767a

\u3000GPT-3
\u3000\u3000\u3000\u3055\u3089\u306b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u3055\u305b\u3001\u7cbe\u5ea6\u306e\u5411\u4e0a\u3092\u56f3\u308b

\u3000GPT-3.5
\u3000\u3000\u3000\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u7d042\u500d\u306b\u5897\u3048\u308b

\u3000GPT-4
\u3000\u3000\u3000\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3060\u3051\u3067\u306a\u304f\u3001\u753b\u50cf\u306e\u5165\u529b\u304c\u53ef\u80fd\u306b\u306a\u308b<\/p>\n\n\n\n

\uff13\uff0e\u6d3b\u7528\u4e8b\u4f8b<\/strong><\/h4>\n\n\n\n

\u3000\u30c6\u30ad\u30b9\u30c8\u306e\u4f5c\u6210\u30fb\u5909\u63db
\u3000\u3000\u3000\u76ee\u7684\u306b\u3042\u3063\u305f\u6587\u7ae0\u3092\u4f5c\u6210\u3059\u308b\u3001\u6587\u7ae0\u3092\u8981\u7d04\u3059\u308b\u306a\u3069\u304c\u53ef\u80fd
\u3000\u3000\u3000\u3000\u3000\u30e1\u30fc\u30eb\u306e\u6587\u9762\u3092\u4f5c\u6210\u3067\u304d\u308b\u3001\u8fd4\u4fe1\u3082\u53ef\u80fd

\u3000\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u7528\u3044\u305f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u8a18\u8ff0
\u3000\u3000\u3000\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u751f\u6210\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c1\u30a7\u30c3\u30af\u3082\u53ef\u80fd
\u3000\u3000\u3000\u3000\u3000\u8a00\u8a9e\u3084\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u6761\u4ef6\u3092\u6307\u5b9a\u3059\u308b\u3060\u3051\u3067\u3001\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b
\u3000\u3000\u3000\u3000\u3000\u30b3\u30fc\u30c9\u306e\u30a8\u30e9\u30fc\u4fee\u6b63\u3082\u53ef\u80fd

\u3000\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u5206\u6790
\u3000\u3000\u3000\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3084\u5206\u6790\u4f5c\u696d\u3082\u53ef\u80fd
\u3000\u3000\u3000\u3000\u3000\u65b0\u3057\u3044\u5e02\u5834\u306b\u53c2\u5165\u3059\u308b\u969b\u306b\u3001\u60c5\u5831\u3092\u53ce\u96c6\u3057\u3001\u5206\u6790\u3059\u308b

\u3000\u591a\u8a00\u8a9e\u7ffb\u8a33
\u3000\u3000\u3000\u3055\u307e\u3056\u307e\u306a\u8a00\u8a9e\u306e\u7ffb\u8a33\u304c\u53ef\u80fd
\u3000\u3000\u3000\u3000\u3000GPT\u3092\u642d\u8f09\u3057\u305f\u7ffb\u8a33\u30bd\u30d5\u30c8\u3092\u6d3b\u7528\u3059\u308b

\u3000\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8
\u3000\u3000\u3000\u97f3\u58f0\u8aad\u307f\u3042\u3052\u3084\u97f3\u58f0\u3067\u306e\u5fdc\u7b54\u304c\u53ef\u80fd
\u3000\u3000\u3000\u3000\u3000GPT\u304c\u642d\u8f09\u3055\u308c\u305f\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u6d3b\u7528\u3059\u308b<\/p>\n\n\n\n

\uff14\uff0e\u4ed5\u7d44\u307f\u3068\u6700\u65b0\u6280\u8853<\/strong><\/h4>\n\n\n\n

\u3000Transformer
\u3000\u3000\u3000\u4eba\u9593\u306e\u8133\u306e\u69cb\u9020\u3068\u50cd\u304d\u3092\u30e2\u30c7\u30eb\u306b\u3057\u305f\u300c\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u300d
\u3000\u3000\u3000\u3000\u3000\u51e6\u7406\u306e\u306f\u3084\u3055\u3001\u7cbe\u5ea6\u3068\u6c4e\u7528\u6027\u306e\u9ad8\u3055\u304b\u3089\u73fe\u5728\u306eAI\u306e\u9032\u5316\u306b\u6b20\u304b\u305b\u306a\u3044

\u3000\u3000\u3000Transformer\u306e\u767b\u5834\u306b\u3088\u308a\u3001\u5f93\u6765\u30e2\u30c7\u30eb\u304c\u3067\u304d\u306a\u304b\u3063\u305f\u3001
\u3000\u3000\u3000\u3000\u3000\u540c\u6642\u306b\u8907\u6570\u306e\u30bf\u30b9\u30af\u3092\u4e26\u884c\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b

\u3000Encoder\u3068Decoder
\u3000\u3000\u3000\u5165\u529b\u3055\u308c\u305f\u6587\u7ae0\u3092\u8a8d\u8b58\u3057\u3066\u7d50\u679c\u3092\u51fa\u529b\u3059\u308b\u969b\u306b\u3001
\u3000\u3000\u3000Encoder\u304c\u4e00\u5ea6\u51e6\u7406\u3057\u3084\u3059\u3044\u5f62\u306b\u5909\u63db\u3057\u3066\u304b\u3089\u3001Decoder\u3067\u51fa\u529b\u3059\u308b

\u3000\u3000\u3000GPT\u3067\u306f\u3001Transformer\u306e\u767b\u5834\u3067
\u3000\u3000\u3000\u3000\u3000Encoder\u90e8\u5206\u304c\u4e26\u5217\u51e6\u7406\u3067\u304d\u3001\u51e6\u7406\u901f\u5ea6\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3059\u308b

\u3000Attention
\u3000\u3000\u3000\u3069\u306e\u5358\u8a9e\u304c\u91cd\u8981\u304b\u3001\u3069\u3053\u306b\u6ce8\u76ee\u3059\u3079\u304d\u304b\u3092\u6559\u3048\u308b\u4ed5\u7d44\u307f
\u3000\u3000\u3000\u3000\u3000Attention\u306e\u4ed5\u7d44\u307f\u306b\u3088\u3063\u3066\u5fc5\u8981\u306a\u60c5\u5831\u3060\u3051\u3092\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001
\u3000\u3000\u3000\u3000\u3000\u51e6\u7406\u6027\u80fd\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u305f<\/p>\n\n\n\n

\uff15\uff0e\u6ce8\u610f\u70b9<\/strong><\/h4>\n\n\n\n

\u3000\u751f\u6210\u3055\u308c\u305f\u7d50\u679c\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b
\u3000\u3000\u3000\u5fc5\u305a\u751f\u6210\u7d50\u679c\u3092\u7cbe\u67fb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b
\u3000\u3000\u3000\u7cbe\u67fb\u3067\u304d\u306a\u3044\u30e2\u30ce\u3092\u51e6\u7406\u4f9d\u983c\u3057\u3066\u306f\u3044\u3051\u306a\u3044

\u3000\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u9762\u3067\u8ab2\u984c
\u3000\u3000\u3000\u6271\u3046\u60c5\u5831\u306f\u8ab0\u306b\u516c\u958b\u307e\u305f\u306f\u975e\u516c\u958b\u306b\u3059\u308b\u304b\u306e\u5224\u65ad\u304c\u3067\u304d\u306a\u3044
\u3000\u3000\u3000\u539f\u5247\u6307\u793a\u3057\u3066\u3082\u3001\u3069\u3053\u307e\u3067\u6307\u793a\u3092\u5b88\u308b\u304b\u306e\u5224\u65ad\u306f\u3067\u304d\u306a\u3044

\u3000\u3046\u307e\u304f\u6d3b\u7528\u3059\u308b\u306b\u306f\u7fd2\u719f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b
\u3000\u3000\u3000\u7c21\u5358\u306b\u7d50\u679c\u3092\u51fa\u3059\u306e\u3067\u3001\u5185\u5bb9\u3092\u541f\u5473\u3067\u304d\u308b\u4eba\u6750\u304c\u5fc5\u8981\u306b\u306a\u308b<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

\u30fb\uff27\uff30\uff34\u306b\u3064\u3044\u3066<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[54],"tags":[92],"class_list":["post-9097","post","type-post","status-publish","format-standard","hentry","category-99_","tag-literacy-2"],"_links":{"self":[{"href":"https:\/\/yorozu.cloudfree.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/9097","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/yorozu.cloudfree.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/yorozu.cloudfree.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/yorozu.cloudfree.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/yorozu.cloudfree.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9097"}],"version-history":[{"count":8,"href":"https:\/\/yorozu.cloudfree.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/9097\/revisions"}],"predecessor-version":[{"id":9107,"href":"https:\/\/yorozu.cloudfree.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/9097\/revisions\/9107"}],"wp:attachment":[{"href":"https:\/\/yorozu.cloudfree.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9097"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/yorozu.cloudfree.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9097"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/yorozu.cloudfree.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9097"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}