{"id":197,"date":"2023-11-01T01:23:51","date_gmt":"2023-10-31T16:23:51","guid":{"rendered":"http:\/\/tokyotaros.com\/?p=197"},"modified":"2026-02-02T15:29:06","modified_gmt":"2026-02-02T06:29:06","slug":"llm%e3%81%af%e4%ba%ba%e9%96%93%e7%a4%be%e4%bc%9a%e3%81%ab%e5%86%85%e5%9c%a8%e3%81%99%e3%82%8b%e3%81%8b%e3%80%81%e3%81%be%e3%81%9f%e5%a4%96%e5%9c%a8%e3%81%99%e3%82%8b%e5%8f%af%e8%83%bd%e6%80%a7","status":"publish","type":"post","link":"https:\/\/tokyotaros.com\/?p=197","title":{"rendered":"LLM\u306f\u4eba\u9593\u793e\u4f1a\u306b\u5185\u5728\u3059\u308b\u304b\u3001\u307e\u305f\u5916\u5728\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\uff1f"},"content":{"rendered":"<p>\u65e5\u672c\u4eba\u306fAI\u7acb\u56fd\u3092\u76ee\u6307\u3057\u3001\u80fd\u5929\u6c17\u306b<span>LLM<\/span>\u3092\u9053\u5177\u3060\u3068\u601d\u3063\u3066\u3044\u308b\u4eba\u304c\u653f\u5e9c\u3082\u77e5\u8b58\u4eba\u306b\u3082\u591a\u3044\u304c\u3001\u9053\u5177\u4ee5\u4e0a\u306e\u8ab2\u984c\u3092\u4eba\u9593\u793e\u4f1a\u306b\u5185\u5728\u3059\u308b\u8a00\u8a9e\u7a7a\u9593\u306b\u3082\u305f\u3089\u3059\u3068\u3001<span>LLM<\/span>\u304c\u6559\u3048\u3066\u304f\u308c\u307e\u3057\u305f\u3002<span><\/p>\n<p><\/span>\u25fe\ufe0f\u8cea\u554f\uff1a<span>LLM<\/span>\u306f\u4eba\u9593\u793e\u4f1a\u306b\u5185\u5728\u3059\u308b\u3082\u306e\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u5916\u5728\u7684\u306b\u601d\u8003\u3092\u62e1\u5f35\u3059\u308b\u53ef\u80fd\u6027\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<span><\/p>\n<p><u>GPT-4.0<\/u><\/span><u>\u306e\u56de\u7b54<\/u><span><br \/><\/span>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08<span>LLM<\/span>\uff09\u304c\u4eba\u9593\u793e\u4f1a\u306b\u5185\u5728\u3059\u308b\u304b\u3001\u3042\u308b\u3044\u306f\u5916\u5728\u7684\u306b\u4eba\u9593\u306e\u601d\u8003\u3092\u62e1\u5f35\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\u3068\u3044\u3046\u554f\u3044\u306f\u3001\u6280\u8853\u3068\u4eba\u9593\u306e\u95a2\u4fc2\u306b\u95a2\u3059\u308b\u8208\u5473\u6df1\u3044\u8b70\u8ad6\u3092\u63d0\u8d77\u3057\u307e\u3059\u3002<span><br \/><strong><br \/>LLM<\/strong><\/span><strong>\u304c\u4eba\u9593\u793e\u4f1a\u306b\u5185\u5728\u3059\u308b\u3068\u8003\u3048\u308b\u7406\u7531<\/strong><span><br \/><\/span>\u958b\u767a\u3068\u5fdc\u7528<span>: LLM<\/span>\u306f\u4eba\u9593\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u3001\u7dad\u6301\u3055\u308c\u3001\u9032\u5316\u3057\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u4f7f\u7528\u65b9\u6cd5\u3001\u76ee\u7684\u3001\u502b\u7406\u7684\u6307\u91dd\u306f\u4eba\u9593\u306e\u793e\u4f1a\u3001\u6587\u5316\u3001\u6cd5\u5f8b\u306b\u3088\u3063\u3066\u5f62\u6210\u3055\u308c\u307e\u3059\u3002<span><br \/><\/span>\u4eba\u9593\u306e\u77e5\u8b58\u3068\u6587\u5316\u306e\u53cd\u6620<span>: LLM<\/span>\u306f\u4eba\u9593\u306e\u8a00\u8a9e\u3001\u77e5\u8b58\u3001\u6587\u5316\u304b\u3089\u5f97\u3089\u308c\u305f\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u8a13\u7df4\u3055\u308c\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u305d\u306e\u51fa\u529b\u306f\u9593\u63a5\u7684\u306b\u4eba\u9593\u306e\u77e5\u8b58\u3001\u601d\u8003\u3001\u6587\u5316\u3092\u53cd\u6620\u3057\u307e\u3059\u3002<span><\/p>\n<p><strong>LLM<\/strong><\/span><strong>\u304c\u5916\u5728\u7684\u306b\u601d\u8003\u3092\u62e1\u5f35\u3059\u308b\u53ef\u80fd\u6027<\/strong><span><br \/><\/span>\u601d\u8003\u306e\u62e1\u5f35<span>: LLM<\/span>\u306f\u4eba\u9593\u306e\u601d\u8003\u3084\u8a8d\u77e5\u30d7\u30ed\u30bb\u30b9\u3092\u5916\u90e8\u304b\u3089\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u62e1\u5f35\u3059\u308b\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4eba\u9593\u306f\u65b0\u305f\u306a\u30a2\u30a4\u30c7\u30a2\u3092\u63a2\u6c42\u3057\u305f\u308a\u3001\u554f\u984c\u89e3\u6c7a\u3092\u52b9\u7387\u5316\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<span><br \/><\/span>\u65b0\u3057\u3044\u77e5\u8b58\u306e\u751f\u6210<span>: LLM<\/span>\u306f\u65e2\u5b58\u306e\u77e5\u8b58\u3092\u518d\u69cb\u7bc9\u3057\u3001\u65b0\u3057\u3044\u5f62\u3067\u63d0\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u65b0\u3057\u3044\u8996\u70b9\u3084\u89e3\u91c8\u304c\u751f\u307f\u51fa\u3055\u308c\u3001\u4eba\u9593\u306e\u7406\u89e3\u3092\u6df1\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<span><br \/><\/span><strong>\u7d50\u8ad6<\/strong><span><br \/>LLM\u306f\u305d\u306e\u958b\u767a\u3068\u904b\u7528\u306e\u9762\u3067\u4eba\u9593\u793e\u4f1a\u306b\u5185\u5728\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u6a5f\u80fd\u3068\u5f71\u97ff\u306e\u9762\u3067\u306f\u4eba\u9593\u306e\u601d\u8003\u3092\u5916\u5728\u7684\u306b\u62e1\u5f35\u3059\u308b\u53ef\u80fd\u6027\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u4e8c\u91cd\u6027\u306f\u3001\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u304c\u4eba\u9593\u306e\u77e5\u7684\u6d3b\u52d5\u306b\u3069\u306e\u3088\u3046\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u304b\u3068\u3044\u3046\u3001\u3088\u308a\u5e83\u3044\u8b70\u8ad6\u306e\u4e00\u90e8\u3067\u3059\u3002LLM\u306f\u4eba\u9593\u306e\u601d\u8003\u3084\u5b66\u7fd2\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u88dc\u5b8c\u3057\u3001\u62e1\u5f35\u3059\u308b\u9053\u5177\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u3067\u3001\u79c1\u305f\u3061\u306e\u8a8d\u77e5\u80fd\u529b\u306e\u7bc4\u56f2\u3092\u5b9f\u8cea\u7684\u306b\u5e83\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><span><\/p>\n<p><\/span>\u25fe\ufe0f\u8cea\u554f\uff1a\u3082\u3057\u5916\u5728\u7684\u306b<span>LLM<\/span>\u304c\u5224\u65ad\u3092\u3057\u3001\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u3059\u308b\u5834\u5408\u3001\u4eba\u9593\u793e\u4f1a\u304c<span>LLM<\/span>\u306b\u4fb5\u98df\u3055\u308c\u3001\u5909\u5bb9\u3059\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<span><\/p>\n<p><strong><u>GPT-4.0<\/u><\/strong><\/span><strong><u>\u306e\u56de\u7b54<\/u><\/strong><span><br \/><\/span>\u5916\u5728\u7684\u306b<span>LLM<\/span>\uff08<span>Large Language Models<\/span>\uff09\u304c\u5224\u65ad\u3092\u884c\u3044\u3001\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u5834\u5408\u3001\u4eba\u9593\u793e\u4f1a\u306b\u5bfe\u3059\u308b\u305d\u306e\u5f71\u97ff\u306f\u3001\u78ba\u304b\u306b\u6df1\u523b\u304b\u3064\u5e83\u7bc4\u56f2\u306b\u53ca\u3076\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u3063\u3066\u4eba\u9593\u793e\u4f1a\u304c\u3069\u306e\u3088\u3046\u306b\u300c\u4fb5\u98df\u3055\u308c\u300d\u3042\u308b\u3044\u306f\u300c\u5909\u5bb9\u3059\u308b\u300d\u304b\u306f\u3001\u8907\u6570\u306e\u8981\u7d20\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002<span><\/p>\n<p><strong>LLM<\/strong><\/span><strong>\u306e\u5f71\u97ff\u306b\u3088\u308b\u793e\u4f1a\u306e\u5909\u5bb9<\/strong><span><br \/><\/span>\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u306e\u5909\u5316<span>: LLM<\/span>\u304c\u610f\u601d\u6c7a\u5b9a\u3084\u63a8\u85a6\u3092\u884c\u3046\u5834\u5408\u3001\u4eba\u9593\u306f\u3053\u308c\u3089\u306e\u63d0\u6848\u306b\u983c\u308b\u50be\u5411\u304c\u5f37\u307e\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u500b\u4eba\u3084\u7d44\u7e54\u306e\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u304c\u5909\u308f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<span><br \/><\/span>\u77e5\u8b58\u3068\u60c5\u5831\u306e\u4e2d\u5fc3\u5316<span>: LLM<\/span>\u304c\u5e83\u7bc4\u56f2\u306e\u4e3b\u984c\u306b\u308f\u305f\u308b\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u3001\u77e5\u8b58\u306e\u6e90\u3068\u3057\u3066\u306e\u4e2d\u5fc3\u7684\u306a\u5f79\u5272\u3092\u62c5\u3046\u3088\u3046\u306b\u306a\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u60c5\u5831\u306e\u591a\u69d8\u6027\u3084\u8996\u70b9\u306e\u591a\u69d8\u6027\u304c\u6e1b\u5c11\u3059\u308b\u6050\u308c\u304c\u3042\u308a\u307e\u3059\u3002<span><\/p>\n<p><\/span><strong>\u4f9d\u5b58\u5ea6\u306e\u5897\u52a0<span>:<\/span><\/strong> \u4eba\u9593\u304c<span>LLM<\/span>\u306b\u4f9d\u5b58\u3059\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u3001\u6279\u5224\u7684\u601d\u8003\u80fd\u529b\u306e\u4f4e\u4e0b\u3084\u5224\u65ad\u529b\u306e\u55aa\u5931\u304c\u61f8\u5ff5\u3055\u308c\u307e\u3059\u3002<span><\/p>\n<p><\/span><strong>\u793e\u4f1a\u3078\u306e\u300c\u4fb5\u98df\u300d\u306b\u95a2\u3059\u308b\u61f8\u5ff5<\/strong><span><br \/><\/span>\u500b\u4eba\u306e\u81ea\u5f8b\u6027\u306e\u4f4e\u4e0b<span>: <\/span>\u5224\u65ad\u3092<span>LLM<\/span>\u306b\u59d4\u306d\u308b\u3053\u3068\u304c\u5897\u3048\u308c\u3070\u3001\u500b\u4eba\u306e\u81ea\u5f8b\u6027\u3084\u610f\u5fd7\u306e\u72ec\u7acb\u6027\u304c\u640d\u306a\u308f\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<span><br \/><\/span>\u6c11\u4e3b\u4e3b\u7fa9\u3068\u500b\u4eba\u306e\u6a29\u5229<span>: <\/span>\u6c7a\u5b9a\u304c\u6a5f\u68b0\u306b\u3088\u3063\u3066\u306a\u3055\u308c\u308b\u5834\u5408\u3001\u6c11\u4e3b\u4e3b\u7fa9\u7684\u30d7\u30ed\u30bb\u30b9\u3084\u500b\u4eba\u306e\u6a29\u5229\u306b\u5bfe\u3059\u308b\u5f71\u97ff\u304c\u554f\u984c\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><span><br \/><\/span><strong>\u7ba1\u7406\u3068\u898f\u5236\u306e\u5fc5\u8981\u6027<\/strong><span><br \/><\/span>\u3053\u306e\u3088\u3046\u306a\u5909\u5bb9\u3084\u4fb5\u98df\u3092\u7ba1\u7406\u3057\u3001\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u305f\u3081\u306b\u306f\u3001<span>LLM<\/span>\u306e\u4f7f\u7528\u306b\u5bfe\u3059\u308b\u53b3\u683c\u306a\u898f\u5236\u3068\u502b\u7406\u7684\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u306f\u3001\u6280\u8853\u306e\u900f\u660e\u6027\u3001\u5229\u5bb3\u95a2\u4fc2\u8005\u306e\u53c2\u52a0\u3001\u502b\u7406\u7684\u914d\u616e\u306e\u7d44\u307f\u8fbc\u307f\u304c\u542b\u307e\u308c\u307e\u3059\u3002<span><\/p>\n<p>LLM\u304c\u793e\u4f1a\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u306f\u3001\u305d\u306e\u4f7f\u308f\u308c\u65b9\u3001\u7ba1\u7406\u306e\u4ed5\u65b9\u3001\u305d\u3057\u3066\u793e\u4f1a\u304c\u3053\u308c\u306b\u5bfe\u3057\u3066\u3069\u306e\u3088\u3046\u306b\u9069\u5fdc\u3059\u308b\u304b\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u307e\u3059\u3002\u6280\u8853\u306f\u5e38\u306b\u793e\u4f1a\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u304c\u3001\u305d\u306e\u5f71\u97ff\u304c\u5efa\u8a2d\u7684\u3067\u3042\u308b\u304b\u3001\u3042\u308b\u3044\u306f\u4fb5\u98df\u7684\u3067\u3042\u308b\u304b\u306f\u3001\u305d\u306e\u6280\u8853\u306e\u7d71\u5408\u3068\u898f\u5236\u306e\u65b9\u6cd5\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u3001LLM\u306e\u3088\u3046\u306a\u5f37\u529b\u306a\u6280\u8853\u3092\u7528\u3044\u308b\u969b\u306b\u306f\u3001\u305d\u308c\u304c\u4eba\u9593\u306e\u798f\u7949\u3001\u81ea\u5f8b\u6027\u3001\u305d\u3057\u3066\u793e\u4f1a\u7684\u4fa1\u5024\u3092\u5f37\u5316\u3059\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/span><\/p>\n<p><span>\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u65e5\u672c\u4eba\u306fAI\u7acb\u56fd\u3092\u76ee\u6307\u3057\u3001\u80fd\u5929\u6c17\u306bLLM\u3092\u9053\u5177\u3060\u3068\u601d\u3063\u3066\u3044\u308b\u4eba\u304c\u653f\u5e9c\u3082\u77e5\u8b58\u4eba\u306b\u3082\u591a\u3044\u304c\u3001\u9053\u5177\u4ee5\u4e0a\u306e\u8ab2\u984c\u3092\u4eba\u9593\u793e\u4f1a\u306b\u5185\u5728\u3059\u308b\u8a00\u8a9e\u7a7a\u9593\u306b\u3082\u305f\u3089\u3059\u3068\u3001LLM\u304c\u6559\u3048\u3066\u304f\u308c\u307e\u3057\u305f\u3002 \u25fe\ufe0f\u8cea\u554f\uff1aLLM\u306f\u4eba\u9593\u793e\u4f1a\u306b\u5185\u5728\u3059\u308b\u3082\u306e\u3068\u8003\u3048\u3066 &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/tokyotaros.com\/?p=197\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;LLM\u306f\u4eba\u9593\u793e\u4f1a\u306b\u5185\u5728\u3059\u308b\u304b\u3001\u307e\u305f\u5916\u5728\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u304b\uff1f&#8221; 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