{"id":20129,"date":"2026-11-14T22:44:07","date_gmt":"2026-11-14T13:44:07","guid":{"rendered":"https:\/\/www.bigriver.jp\/?p=20129"},"modified":"2026-11-14T23:14:43","modified_gmt":"2026-11-14T14:14:43","slug":"alibaba-cloud-model-studio-qwen-8-qwen-4-0-preview-%e3%81%a7%e8%87%aa%e5%88%86%e3%81%ae%e3%83%96%e3%83%ad%e3%82%b0%e3%82%92%e5%88%86%e6%9e%90%e3%81%99%e3%82%8b%e8%a9%b1","status":"publish","type":"post","link":"https:\/\/www.bigriver.jp\/?p=20129","title":{"rendered":"Alibaba Cloud Model Studio (Qwen) #9 Qwen 4.0 Preview \u3067\u81ea\u5206\u306e\u30d6\u30ed\u30b0\u3092\u5206\u6790\u3059\u308b\u8a71"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">2026\u5e7411\u670811\u65e5\u306b Preview \u63d0\u4f9b\u3055\u308c\u305f Qwen4 \u3092\u4f7f\u3063\u3066\u81ea\u5206\u306e\u30d6\u30ed\u30b0\u306e\u8a18\u4e8b\uff08486\u8a18\u4e8b\u3001213\u4e07\u6587\u5b57\uff09\u3092\u5206\u6790\u3059\u308b\u8a71\u3067\u3059\u3002\u3000<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u7684\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u30001\u3064\u306f\u81ea\u5206\u304c\u3053\u308c\u307e\u3067\u66f8\u3044\u3066\u304d\u305f\u7d04500\u8a18\u4e8b\u5206\u6790\u3057\u3001\u9673\u8150\u5316\u3057\u305f\u5185\u5bb9\u3092\u62bd\u51fa\u3057\u305f\u308a\u3001\u3053\u306e\u30d6\u30ed\u30b0\u306e\u6b69\u304d\u65b9\u7684\u306a\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5f79\u5272\u306e\u30da\u30fc\u30b8\u3092\u4f5c\u3063\u305f\u308a\u3001\u30d6\u30ed\u30b0\u306e\u30b5\u30de\u30ea\u306a\u3069\u3092\u4f5c\u3063\u305f\u308a\u3057\u3066\u30d6\u30ed\u30b0\u3092\u826f\u304f\u3057\u305f\u3044\u3068\u3044\u3046\u3053\u3068\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3082\u30461\u3064\u306f Qwen 4.0 \u306e\u6027\u80fd\u3092\u8a66\u3059\u3068\u3053\u308d\u3067\u3059\u3002\u3000\u4eca\u56de\u5229\u7528\u3059\u308b Qwen4-Max-Preview \u306f INPUT \u306f100\u4e07\u30c8\u30fc\u30af\u30f3\u3001OUTPUT\u306f40\u4e07\u5f31\u306e\u30c8\u30fc\u30af\u30f3\u306b\u5bfe\u5fdc\u3057\u307e\u3059\u3002\u3000100\u4e07\u30c8\u30fc\u30af\u30f3\u306e\u7d20\u6750\u3068\u3057\u3066\u4f55\u304b\u306a\u3044\u304b\u306a\u30fc\u3068\u8003\u3048\u3066\u3044\u3066\u3001\u81ea\u5206\u306e\u66f8\u3044\u305f\u8a18\u4e8b\u4f7f\u3048\u3070\u3088\u3044\u3058\u3083\u306a\u3044\u304b\u306a\u3068\u601d\u3044\u305f\u3061\u3001\u65e9\u901f\u3084\u3063\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_89 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u6b21<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6af8faf7698d5\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\" style='display:none' id=\"ez-toc-cssicon-toggle-item-6af8faf7698d5\"  aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#%E6%9C%80%E5%88%9D%E3%81%AB%E7%B5%90%E8%AB%96\" >\u6700\u521d\u306b\u7d50\u8ad6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#INPUT%E3%81%AB%E4%BD%BF%E3%81%86%E8%A8%98%E4%BA%8B%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\" >INPUT\u306b\u4f7f\u3046\u8a18\u4e8b\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#%E3%83%86%E3%82%B9%E3%83%881_213%E4%B8%87%E6%96%87%E5%AD%97%E2%86%92135%E4%B8%87%E6%96%87%E5%AD%97%E3%81%AB%E5%9C%A7%E7%B8%AE%E3%81%97%E3%81%A6%E5%AE%9F%E8%A1%8C\" >\u30c6\u30b9\u30c8#1  213\u4e07\u6587\u5b57\u2192135\u4e07\u6587\u5b57\u306b\u5727\u7e2e\u3057\u3066\u5b9f\u884c<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#REST_API_%E5%AE%9F%E8%A1%8C%E3%82%B9%E3%82%AF%E3%83%AA%E3%83%97%E3%83%88%E3%81%AE%E4%BB%95%E6%A7%98\" >REST API \u5b9f\u884c\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4ed5\u69d8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#Prompt\" >Prompt<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#Python%E3%82%B9%E3%82%AF%E3%83%AA%E3%83%97%E3%83%88\" >Python\u30b9\u30af\u30ea\u30d7\u30c8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#API_%E3%81%AE%E5%AE%9F%E8%A1%8C\" >API \u306e\u5b9f\u884c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#%E3%83%86%E3%82%B9%E3%83%881%E3%81%AE%E7%B5%90%E6%9E%9C%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6%E3%80%80%EF%BC%88%E4%BA%BA%E9%96%93%EF%BC%9D%E7%A7%81%E3%81%AE%E6%89%80%E6%84%9F%EF%BC%89\" >\u30c6\u30b9\u30c8#1\u306e\u7d50\u679c\u306b\u3064\u3044\u3066\u3000\uff08\u4eba\u9593\uff1d\u79c1\u306e\u6240\u611f\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#Google_Gemini_%E3%81%AB%E3%82%88%E3%82%8B%E6%A4%9C%E7%AE%97\" >Google Gemini \u306b\u3088\u308b\u691c\u7b97<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#%E3%83%86%E3%82%B9%E3%83%882_%E3%81%99%E3%81%B9%E3%81%A6%E3%81%AE%E8%A8%98%E4%BA%8B%E3%82%92%E3%81%9D%E3%81%AE%E3%81%BE%E3%81%BE%EF%BC%88213%E4%B8%87%E6%96%87%E5%AD%97%EF%BC%89%E3%82%92%E6%B8%A1%E3%81%97%E3%81%A6%E5%AE%9F%E8%A1%8C\" >\u30c6\u30b9\u30c8#2  \u3059\u3079\u3066\u306e\u8a18\u4e8b\u3092\u305d\u306e\u307e\u307e\uff08213\u4e07\u6587\u5b57\uff09\u3092\u6e21\u3057\u3066\u5b9f\u884c<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#%E3%83%86%E3%82%B9%E3%83%88%E7%94%A8%E3%82%B9%E3%82%AF%E3%83%AA%E3%83%97%E3%83%88%E3%81%AE%E6%BA%96%E5%82%99\" >\u30c6\u30b9\u30c8\u7528\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u6e96\u5099<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#API_%E3%81%AE%E5%AE%9F%E8%A1%8C-2\" >API \u306e\u5b9f\u884c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#%E4%BA%BA%E9%96%93%EF%BC%88%E3%82%8F%E3%81%9F%E3%81%97%EF%BC%89%E3%81%AB%E3%82%88%E3%82%8B%E3%83%86%E3%82%B9%E3%83%881%E3%81%A8%E3%83%86%E3%82%B9%E3%83%882%E3%81%AE%E7%B5%90%E6%9E%9C%E3%81%AE%E6%AF%94%E8%BC%83\" >\u4eba\u9593\uff08\u308f\u305f\u3057\uff09\u306b\u3088\u308b\u30c6\u30b9\u30c8#1\u3068\u30c6\u30b9\u30c8#2\u306e\u7d50\u679c\u306e\u6bd4\u8f03<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#Google_Gemini_%E3%81%AB%E3%82%88%E3%82%8B%E3%83%86%E3%82%B9%E3%83%881%E3%81%A8%E3%83%86%E3%82%B9%E3%83%882%E3%81%AE%E7%B5%90%E6%9E%9C%E3%81%AE%E6%AF%94%E8%BC%83\" >Google Gemini \u306b\u3088\u308b\u30c6\u30b9\u30c8#1\u3068\u30c6\u30b9\u30c8#2\u306e\u7d50\u679c\u306e\u6bd4\u8f03<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.bigriver.jp\/?p=20129\/#%E6%9C%80%E5%BE%8C%E3%81%AB\" >\u6700\u5f8c\u306b<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-0\"><span class=\"ez-toc-section\" id=\"%E6%9C%80%E5%88%9D%E3%81%AB%E7%B5%90%E8%AB%96\"><\/span><span class=\"sgb-heading__inner sgb-heading--type2\" style=\"background-color:var(--sgb-main-color);border-color:transparent;font-size:1.2em\"><span class=\"sgb-heading__text\" style=\"color:#FFF\">\u6700\u521d\u306b\u7d50\u8ad6<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30d6\u30ed\u30b0\u306eWordPress\u306e\u5168486\u8a18\u4e8b\uff082,133,016\u6587\u5b57\uff0f\u6587\u5eab\u672c\u7d0421\u518a\u5206\uff09\u30921\u6587\u5b57\u3082\u524a\u3089\u305a\u306b qwen4-max-preview \u306e100\u4e07\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3078\u4e38\u3054\u3068\u6295\u5165\u3057\u305f\u7d50\u679c\u3001\u5165\u529b942,199\u30c8\u30fc\u30af\u30f3\u30fb\u5408\u8a08985,444\u30c8\u30fc\u30af\u30f3\uff08\u4e0a\u9650\u306e98.5%\uff09\u3001\u51e6\u7406\u6642\u9593595.0\u79d2\uff08\u7d0410\u5206\uff09\u3067 Qwen \u306f\u6307\u793a\u3057\u305f\u5206\u6790\u3092\u5b9f\u884c\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eba\u9593\uff08\u308f\u305f\u3057\uff09\u304c\u81ea\u529b\u3067\u5168\u8a18\u4e8b\u3092\u68da\u5378\u3057\u3059\u308c\u3070\u7d04500\u6642\u9593\u304b\u304b\u308b\u4f5c\u696d\u3092\u3001\u308f\u305a\u304b10\u5206\u3067\u3084\u308a\u5207\u3063\u305f\u3060\u3051\u3067\u306a\u304f\u3001\u30d6\u30ed\u30b0\u5168\u4f53\u306e\u69cb\u9020\u628a\u63e1\u3084\u8a18\u4e8b\u9593\u306e\u77db\u76fe\u691c\u51fa\u306a\u3069\u975e\u5e38\u306b\u6709\u610f\u7fa9\u306a\u7d50\u679c\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306e\u691c\u8a3c\u304b\u3089\u5f97\u3089\u308c\u305f\u3001\u5f79\u7acb\u3064\u77e5\u898b\u306f\u4ee5\u4e0b\u306e4\u70b9\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list is-style-sango-list-main-color\">\n<li>100\u4e07\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9650\u754c\uff0898.5%\uff09\u307e\u3067\u751f\u30c7\u30fc\u30bf\u3092\u8a70\u3081\u8fbc\u3093\u3067\u3082\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306f\u8d77\u304d\u306a\u304b\u3063\u305f<br>\u201c\u5165\u529b\u304c\u9577\u304f\u306a\u308b\u307b\u3069\u524d\u534a\u306e\u8a18\u61b6\u304c\u8584\u308c\u308b\uff08Lost in the Middle\uff09\u201d\u306e\u304c\u5f93\u6765\u306eLLM\u306e\u5f31\u70b9\u3067\u3057\u305f\u304c\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\uff08\u8a18\u4e8bID\u30fb\u65e5\u4ed8\u30fb\u30bf\u30a4\u30c8\u30eb\u30fb\u672c\u6587\u306e\u7d71\u4e00\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\uff09\u3067\u3042\u308c\u3070\u30012019\u5e74\u306e\u6700\u521d\u671f\u8a18\u4e8b\u30682026\u5e74\u306e\u6700\u65b0\u8a18\u4e8b\u306e\u6570\u5024\u77db\u76fe\u3084\u30b7\u30ea\u30fc\u30ba\u63a1\u756a\u30df\u30b9\u307e\u3067\u3001\u634f\u9020\u306a\u3057\u3067\u6b63\u78ba\u306b\u7a81\u5408\u3067\u304d\u305f\u3002<\/li>\n\n\n\n<li>\u201c\u8981\u7d04\u30fb\u5727\u7e2e\u201d\u3088\u308a\u3082\u201d\u4e38\u3054\u3068\u751f\u30c7\u30fc\u30bf\u6295\u5165\u201d\u306e\u65b9\u304c\u5168\u4f53\u69cb\u9020\u306e\u89e3\u50cf\u5ea6\u304c\u4e0a\u304c\u308b<br>135\u4e07\u6587\u5b57\u306b\u5207\u308a\u8a70\u3081\u305f\u30c6\u30b9\u30c8#1\u3067\u306f\u5927\u307e\u304b\u306a\u5206\u985e\u306b\u3068\u3069\u307e\u308a\u307e\u3057\u305f\u304c\u3001213\u4e07\u6587\u5b57\u3059\u3079\u3066\u3092\u6e21\u3057\u305f\u30c6\u30b9\u30c8#2\u3067\u306f\u3001\u30b5\u30a4\u30c8\u5168\u4f53\u306e4\u5c64\u69cb\u9020\u3084\u300c\u53e4\u3044ID\u3067\u3082\u8ffd\u8a18\u3067\u6700\u65b0\u5316\u3055\u308c\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u904b\u7528\u30eb\u30fc\u30eb\u307e\u3067\u7acb\u4f53\u7684\u306b\u8aad\u307f\u89e3\u304d\u307e\u3057\u305f\u3002\u60c5\u5831\u91cf\u3092\u524a\u3089\u306a\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u5168\u4f53\u4fef\u77b0\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u660e\u78ba\u306b\u512a\u4f4d<\/li>\n\n\n\n<li>Token Plan\uff08REST API\uff09\u306e\u5b9f\u88c5\u3067\u306f\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3068\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u8a2d\u8a08\u304c\u809d\u306b\u306a\u308b<br>\u5b9f\u904b\u7528\u30fb\u691c\u8a3c\u3067\u30cf\u30de\u308a\u3084\u3059\u3044\u30dd\u30a4\u30f3\u30c8\u3068\u3057\u3066\u3001Token Plan \u5c02\u7528\u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306f <a href=\"https:\/\/token-plan.ap-southeast-1.maas.aliyuncs.com\/compatible-mode\/v1\/chat\/completions\">token-plan.ap-southeast-1.maas.aliyuncs.com\/compatible-mode\/v1\/chat\/completions<\/a> \u3067\u3042\u308a\u3001\u901a\u5e38\u306e endpoint \u3092\u6307\u5b9a\u3059\u308b\u3068\u3067\u306f 404 \u3084\u30a8\u30e9\u30fc\u306b\u306a\u308b\u3002\u307e\u305f\u3001100\u4e07\u30c8\u30fc\u30af\u30f3\u8fd1\u3044\u51e6\u7406\u306f\u5b8c\u4e86\u307e\u3067\u7d0410\u5206\u304b\u304b\u308b\u305f\u3081\u3001HTTP\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u5074\u306e\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u8a2d\u5b9a\uff08600\u79d2\u4ee5\u4e0a\uff09\u304c\u5fc5\u9808\u3002<\/li>\n\n\n\n<li>\u5168\u91cf\u6295\u5165\u306e\u9650\u754c\uff08\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u504f\u91cd\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\uff09\u3082\u628a\u63e1\u3057\u3066\u304a\u304f\u3079\u304d<br>\u4e07\u80fd\u306b\u898b\u3048\u308b\u5168\u91cf\u6295\u5165\u306b\u3082\u5f31\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u5168\u671f\u9593\u3092\u7121\u6761\u4ef6\u3067\u4e0e\u3048\u308b\u3068\u300c\u53e4\u3044\u8a18\u4e8b\uff1d\u512a\u5148\u5ea6\u9ad8\u300d\u3068\u6a5f\u68b0\u7684\u306b\u5224\u5b9a\u3057\u304c\u3061\u3067\u3001PV\uff08\u691c\u7d22\u6d41\u5165\uff09\u306e\u8996\u70b9\u304c\u629c\u3051\u307e\u3059\u3002\u307e\u305f\u3001\u8a18\u4e8b\u6570\u304c500\u672c\u3092\u8d85\u3048\u308b\u30681M\u30c8\u30fc\u30af\u30f3\u306e\u7269\u7406\u4e0a\u9650\u3092\u7a81\u7834\u3059\u308b\u305f\u3081\u3001\u300c\u521d\u56de\u3060\u3051\u5168\u91cf\u6295\u5165\u3067\u5168\u4f53\u306e\u5730\u56f3\u3092\u4f5c\u308a\u3001\u65e5\u3005\u306e\u904b\u7528\u306fPV\u30c7\u30fc\u30bf\u3084\u30ab\u30c6\u30b4\u30ea\u5206\u5272\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u300d\u306e\u304c\u6700\u3082\u73fe\u5b9f\u7684\u306a\u4f7f\u3044\u5206\u3051\u306b\u306a\u308a\u305d\u3046\uff08\u4eca\u5f8c\u3084\u308b\u3053\u3068<\/li>\n<\/ol>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-1\"><span class=\"ez-toc-section\" id=\"INPUT%E3%81%AB%E4%BD%BF%E3%81%86%E8%A8%98%E4%BA%8B%E3%83%87%E3%83%BC%E3%82%BF%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\"><\/span><span class=\"sgb-heading__inner sgb-heading--type2\" style=\"background-color:var(--sgb-main-color);border-color:transparent;font-size:1.2em\"><span class=\"sgb-heading__text\" style=\"color:#FFF\">INPUT\u306b\u4f7f\u3046\u8a18\u4e8b\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">INPUT\u306b\u4f7f\u3046\u8a18\u4e8b\u30c7\u30fc\u30bf\u306f\u3053\u306e \u201cAlibaba Cloud \u306e\u5099\u5fd8\u30ed\u30b0\u201d\u306e\u904e\u53bb\u8a18\u4e8b\u3059\u3079\u3066\u3067\u3059\u3002\u30002019\u5e74\u306b\u958b\u8a2d\u3057\u3066\u304b\u30892026\u5e7411\u670814\u65e5\u6642\u70b9\u3067486\u8a18\u4e8b\u3092\u516c\u958b\u3057\u3066\u3044\u307e\u3057\u305f\u3002\u3000\u6587\u5b57\u6570\u306b\u3059\u308b\u3068 213\u4e07\u6587\u5b57\u3067\u3059\uff08\u53b3\u5bc6\u306b\u306f\u3053\u308c\u3088\u308a\u306f\u3061\u3087\u3063\u3068\u5c11\u306a\u3044\u3002 \u4e00\u90e8\u306eHTML\u30bf\u30b0\u3092\u610f\u56f3\u7684\u306b\u53d6\u308a\u9664\u3044\u3066\u304a\u3089\u305a\u542b\u307e\u308c\u3066\u3044\u308b\u305f\u3081\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">INPUT\u30c7\u30fc\u30bf\u306f WordPress \u306e\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3057\u3066\u3044\u308b MySQL \u304b\u3089SQL \u3067\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u307e\u3057\u305f\u3002\u3000\u305d\u306e\u5185\u5bb9\u306f\u5225\u8a18\u4e8b\u306b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u7d42\u7684\u306b\u4ee5\u4e0b\u306e\u30c7\u30fc\u30bf\u3092INPUT\u7528\u306b\u6e96\u5099\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30fb\u62bd\u51fa\u5b8c\u4e86: 486 \u8a18\u4e8b<br>\u30fb\u7dcf\u6587\u5b57\u6570: 2,133,016 \u6587\u5b57<br>\u30fb\u51fa\u529b\u30d5\u30a1\u30a4\u30eb: all_posts.txt<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-alibaba-cloud wp-block-embed-alibaba-cloud\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"EPqIZvuoJW\"><a href=\"https:\/\/www.bigriver.jp\/?p=20125\">Alibaba Cloud RDS \u306e MySQL \u304b\u3089WordPress \u306e\u8a18\u4e8b\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u8a71<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"\u201cAlibaba Cloud RDS \u306e MySQL \u304b\u3089WordPress \u306e\u8a18\u4e8b\u3092\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u8a71\u201d \u2014 Alibaba Cloud\u306e\u5099\u5fd8\u30ed\u30b0\" src=\"https:\/\/www.bigriver.jp\/?p=20125&amp;embed=true#?secret=NyiXTSHbEz#?secret=EPqIZvuoJW\" data-secret=\"EPqIZvuoJW\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-2\"><span class=\"ez-toc-section\" id=\"%E3%83%86%E3%82%B9%E3%83%881_213%E4%B8%87%E6%96%87%E5%AD%97%E2%86%92135%E4%B8%87%E6%96%87%E5%AD%97%E3%81%AB%E5%9C%A7%E7%B8%AE%E3%81%97%E3%81%A6%E5%AE%9F%E8%A1%8C\"><\/span><span class=\"sgb-heading__inner sgb-heading--type2\" style=\"background-color:var(--sgb-main-color);border-color:transparent;font-size:1.2em\"><span class=\"sgb-heading__text\" style=\"color:#FFF\">\u30c6\u30b9\u30c8#1  213\u4e07\u6587\u5b57\u2192135\u4e07\u6587\u5b57\u306b\u5727\u7e2e\u3057\u3066\u5b9f\u884c<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">INPUT\u30c7\u30fc\u30bf\u304c213\u4e07\u6587\u5b57\u3042\u308a\u3001qwen4-max-preview \u306e 100\u4e07\u30a4\u30f3\u30d7\u30c3\u30c8\u4e0a\u9650\u306b\u5f15\u3063\u304b\u304b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u6700\u521d\u306f135\u4e07\u6587\u5b57\u306b\u5727\u7e2e\u3057\u3066\u304b\u3089 API \u306bINPUT\u30c7\u30fc\u30bf\u3092\u6e21\u3057\u3066\u7d50\u679c\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3000<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3082\u3061\u308d\u3093\u6587\u5b57\u6570\u2260\u30c8\u30fc\u30af\u30f3\u306a\u306e\u3067213\u4e07\u6587\u5b57\u304c100\u4e07\u30c8\u30fc\u30af\u30f3\u306b\u53ce\u307e\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u305d\u3053\u306f\u3084\u3063\u3066\u307f\u3066\u3069\u3046\u306a\u308b\u304b\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u306fQwen4-Max-Preview \u306e API Endpoint \u306b\u63a5\u7d9a\u3059\u308b Python \u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-3\"><span class=\"ez-toc-section\" id=\"REST_API_%E5%AE%9F%E8%A1%8C%E3%82%B9%E3%82%AF%E3%83%AA%E3%83%97%E3%83%88%E3%81%AE%E4%BB%95%E6%A7%98\"><\/span><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">REST API \u5b9f\u884c\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4ed5\u69d8<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u52d5\u4f5c\u4ed5\u69d8\u3092\u7b87\u6761\u66f8\u304d\u3067\u7c21\u5358\u306b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li><strong>API Key \u3092\u4fdd\u5b58\u3057\u306a\u3044\u5b89\u5168\u8a2d\u8a08:<\/strong> Python \u6a19\u6e96\u306e <code>getpass<\/code> \u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3001\u5b9f\u884c\u6642\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089 API Key \u3092\u5165\u529b\u3057\u307e\u3059\u3002\u5165\u529b\u6587\u5b57\u304c\u753b\u9762\u306b\u8868\u793a\u3055\u308c\u305a\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3084\u30b7\u30a7\u30eb\u5c65\u6b74\u306b\u3082\u30ad\u30fc\u304c\u6b8b\u3089\u306a\u3044\u305f\u3081\u5b89\u5168\u306b\u691c\u8a3c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>1M\u30c8\u30fc\u30af\u30f3\u4e0a\u9650\u3078\u306e\u81ea\u52d5\u8abf\u6574:<\/strong> \u5165\u529b\u30c6\u30ad\u30b9\u30c8\u304c\u6307\u5b9a\u3057\u305f\u6587\u5b57\u6570\u4e0a\u9650\uff08\u30b5\u30f3\u30d7\u30eb\u3067\u306f135\u4e07\u6587\u5b57\uff09\u3092\u8d85\u3048\u308b\u5834\u5408\u3001\u6700\u65b0\u306e\u8a18\u4e8b\u5074\u3092\u512a\u5148\u3057\u3066\u81ea\u52d5\u7684\u306b\u5207\u308a\u51fa\u3057\u3001\u8a18\u4e8b\u306e\u533a\u5207\u308a\u7dda\uff08<code>===<\/code>\uff09\u306b\u63c3\u3048\u3066\u304b\u3089\u9001\u4fe1\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u601d\u8003\u30d7\u30ed\u30bb\u30b9\u3068\u56de\u7b54\u306e\u5206\u96e2\u4fdd\u5b58:<\/strong> OpenAI \u4e92\u63db\u306e REST API \u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\uff08<code>plan.ap-southeast-1.maas.aliyuncs.com<\/code>\uff09\u3092\u53e9\u304d\u3001\u30e2\u30c7\u30eb\u5185\u90e8\u306e\u601d\u8003\u904e\u7a0b\uff08<code>reasoning_content<\/code>\uff09\u3068\u6700\u7d42\u56de\u7b54\uff08<code>content<\/code>\uff09\u306e\u4e21\u65b9\u3092 <code>result_output.md<\/code> \u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u9577\u6587\u63a8\u8ad6\u5411\u3051\u306e\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u8a2d\u5b9a:<\/strong> \u6570\u5341\u4e07\u30c8\u30fc\u30af\u30f3\u306e\u8aad\u307f\u8fbc\u307f\u3068\u6df1\u3044\u601d\u8003\uff08Thinking\uff09\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u3001HTTP \u30ea\u30af\u30a8\u30b9\u30c8\u306e\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3092 600\u79d2\uff0810\u5206\uff09\u306b\u8a2d\u5b9a\u3057\u3001\u51e6\u7406\u6642\u9593\u3068\u5b9f\u969b\u306e\u6d88\u8cbb\u30c8\u30fc\u30af\u30f3\u6570\uff08<code>usage<\/code>\uff09\u3092\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u8868\u793a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-4\"><span class=\"ez-toc-section\" id=\"Prompt\"><\/span><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">Prompt<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">qwen \u3078\u306ePrompt\u306f\u4ee5\u4e0b\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-codebox pre_tag\"><span><i class=\"fa fa-code\"><\/i>Prompt<\/span><pre><code>\u4ee5\u4e0b\u306f\u79c1\u304c\u904b\u55b6\u3057\u3066\u3044\u308b\u6280\u8853\u30d6\u30ed\u30b0\u300cAlibaba Cloud \u306e\u5099\u5fd8\u30ed\u30b0\u300d\u306e\u904e\u53bb\u8a18\u4e8b\u30a2\u30fc\u30ab\u30a4\u30d6\u3067\u3059\u3002\n\u3059\u3079\u3066\u306e\u8a18\u4e8b\u3092\u6a2a\u65ad\u7684\u306b\u8aad\u307f\u8fbc\u307f\u3001\u4ee5\u4e0b\u306e2\u70b9\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n1. **\u521d\u3081\u3066\u8a2a\u308c\u305f\u8aad\u8005\u5411\u3051\u306e\u300c\u30d6\u30ed\u30b0\u306e\u6b69\u304d\u65b9\uff08\u30b8\u30e3\u30f3\u30eb\u5225\u30fb\u30ec\u30d9\u30eb\u5225\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uff09\u300d**\n   \u4e3b\u8981\u306a\u30ab\u30c6\u30b4\u30ea\u3054\u3068\u306b\u3001\u4ee3\u8868\u7684\u306a\u8a18\u4e8b\u306e\u30bf\u30a4\u30c8\u30eb\u3068ID\u3092\u6319\u3052\u3066\u8aad\u307f\u9032\u3081\u308b\u9806\u756a\u3092\u30ac\u30a4\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. **\u60c5\u5831\u306e\u9673\u8150\u5316\u30fb\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u512a\u5148\u5ea6\u304c\u9ad8\u3044\u53e4\u3044\u8a18\u4e8b\u30c8\u30c3\u30d710**\n   \u73fe\u5728\u306e Alibaba Cloud \u306e\u30b5\u30fc\u30d3\u30b9\u4ed5\u69d8\u3084\u30b3\u30f3\u30bd\u30fc\u30ebUI\u3068\u4e56\u96e2\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u8a18\u4e8b\u3092\u3001ID\u30fb\u65e5\u4ed8\u30fb\u30bf\u30a4\u30c8\u30eb\u30fb\u7406\u7531\u3068\u3068\u3082\u306b\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/code><\/pre><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-5\"><span class=\"ez-toc-section\" id=\"Python%E3%82%B9%E3%82%AF%E3%83%AA%E3%83%97%E3%83%88\"><\/span><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">Python\u30b9\u30af\u30ea\u30d7\u30c8<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<div class=\"wp-block-sgb-codebox pre_tag\"><span><i class=\"fa fa-code\"><\/i>test_qwen4.py<\/span><pre><code>import os\nimport time\nimport getpass\nimport urllib.request\nimport json\n\n# \u5b9f\u884c\u6642\u306bAPI Key\u3092\u5165\u529b\uff08\u753b\u9762\u306b\u306f\u8868\u793a\u3055\u308c\u306a\u3044\uff09\nAPI_KEY = getpass.getpass(\"Token Plan API Key \u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044: \").strip()\nif not API_KEY:\n    print(\"\u30a8\u30e9\u30fc: API Key \u304c\u5165\u529b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\")\n    exit(1)\n\nURL = \"https:\/\/token-plan.ap-southeast-1.maas.aliyuncs.com\/compatible-mode\/v1\/chat\/completions\"\nINPUT_FILE = \"all_posts.txt\"\n\n# 1M\u30c8\u30fc\u30af\u30f3\u4e0a\u9650\u306b\u5b89\u5168\u306b\u53ce\u3081\u308b\u305f\u3081\u306e\u6700\u5927\u6587\u5b57\u6570\uff08\u76f4\u8fd1\u306e\u8a18\u4e8b\u5074\u3092\u512a\u5148\u3057\u3066\u5207\u308a\u51fa\u3057\uff09\nMAX_CHARS = 1350000\n\nwith open(INPUT_FILE, \"r\", encoding=\"utf-8\") as f:\n    full_text = f.read()\n\nif len(full_text) &gt; MAX_CHARS:\n    target_text = full_text[-MAX_CHARS:]\n    # \u8a18\u4e8b\u306e\u9014\u4e2d\u304b\u3089\u5207\u308c\u306a\u3044\u3088\u3046\u6700\u521d\u306e\u533a\u5207\u308a\u7dda\uff08===\uff09\u4ee5\u964d\u306b\u63c3\u3048\u308b\n    first_sep = target_text.find(\"===\\nID:\")\n    if first_sep != -1:\n        target_text = target_text[first_sep:]\n    print(f\"\u6587\u5b57\u6570\u8abf\u6574: {len(full_text):,} \u6587\u5b57 -&gt; {len(target_text):,} \u6587\u5b57\uff08\u6700\u65b0\u8a18\u4e8b\u5074\u3092\u62bd\u51fa\uff09\")\nelse:\n    target_text = full_text\n    print(f\"\u5168\u91cf\u8aad\u307f\u8fbc\u307f: {len(target_text):,} \u6587\u5b57\")\n\nprompt = \"\"\"\u4ee5\u4e0b\u306f\u79c1\u304c\u904b\u55b6\u3057\u3066\u3044\u308b\u6280\u8853\u30d6\u30ed\u30b0\u300cAlibaba Cloud \u306e\u5099\u5fd8\u30ed\u30b0\u300d\u306e\u904e\u53bb\u8a18\u4e8b\u30a2\u30fc\u30ab\u30a4\u30d6\u3067\u3059\u3002\n\u3059\u3079\u3066\u306e\u8a18\u4e8b\u3092\u6a2a\u65ad\u7684\u306b\u8aad\u307f\u8fbc\u307f\u3001\u4ee5\u4e0b\u306e2\u70b9\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n1. **\u521d\u3081\u3066\u8a2a\u308c\u305f\u8aad\u8005\u5411\u3051\u306e\u300c\u30d6\u30ed\u30b0\u306e\u6b69\u304d\u65b9\uff08\u30b8\u30e3\u30f3\u30eb\u5225\u30fb\u30ec\u30d9\u30eb\u5225\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uff09\u300d**\n   \u4e3b\u8981\u306a\u30ab\u30c6\u30b4\u30ea\u3054\u3068\u306b\u3001\u4ee3\u8868\u7684\u306a\u8a18\u4e8b\u306e\u30bf\u30a4\u30c8\u30eb\u3068ID\u3092\u6319\u3052\u3066\u8aad\u307f\u9032\u3081\u308b\u9806\u756a\u3092\u30ac\u30a4\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. **\u60c5\u5831\u306e\u9673\u8150\u5316\u30fb\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u512a\u5148\u5ea6\u304c\u9ad8\u3044\u53e4\u3044\u8a18\u4e8b\u30c8\u30c3\u30d710**\n   \u73fe\u5728\u306e Alibaba Cloud \u306e\u30b5\u30fc\u30d3\u30b9\u4ed5\u69d8\u3084\u30b3\u30f3\u30bd\u30fc\u30ebUI\u3068\u4e56\u96e2\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u8a18\u4e8b\u3092\u3001ID\u30fb\u65e5\u4ed8\u30fb\u30bf\u30a4\u30c8\u30eb\u30fb\u7406\u7531\u3068\u3068\u3082\u306b\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\"\"\"\n\npayload = {\n    \"model\": \"qwen4-max-preview\",\n    \"messages\": [\n        {\"role\": \"system\", \"content\": \"\u3042\u306a\u305f\u306fAlibaba Cloud\u306b\u7cbe\u901a\u3057\u305f\u30b7\u30cb\u30a2\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u517c\u6280\u8853\u7de8\u96c6\u8005\u3067\u3059\u3002\"},\n        {\"role\": \"user\", \"content\": f\"{prompt}\\n\\n\u3010\u30d6\u30ed\u30b0\u8a18\u4e8b\u30c7\u30fc\u30bf\u3011\\n{target_text}\"}\n    ]\n}\n\nreq = urllib.request.Request(\n    URL,\n    data=json.dumps(payload).encode(\"utf-8\"),\n    headers={\n        \"Authorization\": f\"Bearer {API_KEY}\",\n        \"Content-Type\": \"application\/json\"\n    },\n    method=\"POST\"\n)\n\nprint(\"API \u30ea\u30af\u30a8\u30b9\u30c8\u9001\u4fe1\u4e2d\uff08\u6570\u5341\u4e07\u30c8\u30fc\u30af\u30f3\u306e\u305f\u30811\u301c3\u5206\u304b\u304b\u308a\u307e\u3059\uff09...\")\nstart_time = time.time()\n\ntry:\n    with urllib.request.urlopen(req, timeout=600) as res:\n        result = json.loads(res.read().decode(\"utf-8\"))\n        elapsed = time.time() - start_time\n\n        usage = result.get(\"usage\", {})\n        msg = result[\"choices\"][0][\"message\"]\n        reasoning = msg.get(\"reasoning_content\", \"\")\n        content = msg.get(\"content\", \"\")\n\n        print(f\"\\n=== \u5b8c\u4e86 ({elapsed:.1f} \u79d2) ===\")\n        print(f\"\u5165\u529b\u30c8\u30fc\u30af\u30f3: {usage.get('prompt_tokens'):,}\")\n        print(f\"\u51fa\u529b\u30c8\u30fc\u30af\u30f3: {usage.get('completion_tokens'):,}\")\n        print(f\"\u5408\u8a08\u30c8\u30fc\u30af\u30f3: {usage.get('total_tokens'):,}\")\n\n        with open(\"result_output.md\", \"w\", encoding=\"utf-8\") as out:\n            out.write(\"# \u601d\u8003\u30d7\u30ed\u30bb\u30b9 (reasoning_content)\\n\\n\")\n            out.write(reasoning + \"\\n\\n---\\n\\n\")\n            out.write(\"# \u6700\u7d42\u56de\u7b54 (content)\\n\\n\")\n            out.write(content)\n\n        print(\"\u7d50\u679c\u3092 result_output.md \u306b\u4fdd\u5b58\u3057\u307e\u3057\u305f\u3002\")\n\nexcept urllib.error.HTTPError as e:\n    print(f\"HTTP\u30a8\u30e9\u30fc: {e.code} - {e.read().decode('utf-8', errors='ignore')}\")\nexcept Exception as e:\n    print(f\"\u30a8\u30e9\u30fc\u767a\u751f: {e}\")<\/code><\/pre><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-6\"><span class=\"ez-toc-section\" id=\"API_%E3%81%AE%E5%AE%9F%E8%A1%8C\"><\/span><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">API \u306e\u5b9f\u884c<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u308c\u3067\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002 \u51e6\u7406\u6642\u9593\u306f428\u79d2\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-codebox pre_tag\"><span><i class=\"fa fa-code\"><\/i>bash<\/span><pre><code>$<strong> python3 .\/test_qwen.py<\/strong>\nToken Plan API Key \u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044:\n\u6587\u5b57\u6570\u8abf\u6574: 2,133,016 \u6587\u5b57 -&gt; 1,346,137 \u6587\u5b57\uff08\u6700\u65b0\u8a18\u4e8b\u5074\u3092\u62bd\u51fa\uff09\nAPI \u30ea\u30af\u30a8\u30b9\u30c8\u9001\u4fe1\u4e2d\uff08\u6570\u5341\u4e07\u30c8\u30fc\u30af\u30f3\u306e\u305f\u30811\u301c3\u5206\u304b\u304b\u308a\u307e\u3059\uff09...\n\n=== \u5b8c\u4e86 (428.2 \u79d2) ===\n\u5165\u529b\u30c8\u30fc\u30af\u30f3: 587,235\n\u51fa\u529b\u30c8\u30fc\u30af\u30f3: 31,602\n\u5408\u8a08\u30c8\u30fc\u30af\u30f3: 618,837\n\u7d50\u679c\u3092 result_output.md \u306b\u4fdd\u5b58\u3057\u307e\u3057\u305f\u3002<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u5b57\u6570\u3092213\u4e07\u6587\u5b57\u304b\u3089134\u4e07\u6587\u5b57\u306b\u5727\u7e2e\u3057\u3066 Qwen\u306b\u6e21\u3057\u305f\u306e\u3067\u3059\u304c\u7d50\u679c\u304b\u3089\u307f\u308b\u3068\u5165\u529b\u3067 58\u4e07\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b\u30673\u4e07\u30c8\u30fc\u30af\u30f3\u3001\u5408\u8a08\u306762\u4e07\u30c8\u30fc\u30af\u30f3\u3068\u3044\u3046\u7d50\u679c\u3067\u3057\u305f\u3002\u3000\u3053\u308c\u306f1\u6587\u5b57\uff1d\u7d040.44\u30c8\u30fc\u30af\u30f3\u3068\u306a\u308a\u3001\u5727\u7e2e\u305b\u305a\u306b213\u4e07\u6587\u5b57\u3057\u3066\u3082\u53ce\u307e\u308a\u305d\u3046\u3067\u3059\u3002\u3000\u3053\u306e\u3042\u3068\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5909\u66f4\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\uff08\u30c6\u30b9\u30c8#2)\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-7\"><span class=\"ez-toc-section\" id=\"%E3%83%86%E3%82%B9%E3%83%881%E3%81%AE%E7%B5%90%E6%9E%9C%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6%E3%80%80%EF%BC%88%E4%BA%BA%E9%96%93%EF%BC%9D%E7%A7%81%E3%81%AE%E6%89%80%E6%84%9F%EF%BC%89\"><\/span><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">\u30c6\u30b9\u30c8#1\u306e\u7d50\u679c\u306b\u3064\u3044\u3066\u3000\uff08\u4eba\u9593\uff1d\u79c1\u306e\u6240\u611f\uff09<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u30013\u4e07\u3092\u8d85\u3048\u308b\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u3068\u3044\u3046\u3053\u3068\u3067134\u4e07\u6587\u5b57\u5206\u3092\u3057\u3063\u304b\u308a\u3068\u8aad\u307f\u8fbc\u3093\u3067\u3001\u601d\u8003\u3057\u305f\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u5927\u4e8b\u306a\u3053\u3068\u306f\u305d\u306e\u601d\u8003\u306e\u201d\u8cea\u201d\u3067\u3059\u3002   \u5165\u529b\u304c\u5927\u304d\u3044\u307b\u3069\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u304c\u5897\u3048\u308b\u3068\u3082\u805e\u3044\u3066\u3044\u307e\u3057\u305f\u304c\u51fa\u529b\u30d5\u30a1\u30a4\u30eb\uff08result_output.md)\u3092\u898b\u308b\u9650\u308a\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306f\u898b\u5f53\u305f\u3089\u306a\u3044\u3057\u3001\u8a18\u4e8b\u306e\u4e0d\u6574\u5408\u3082\u6a2a\u65ad\u7684\u306b\u898b\u3064\u3051\u3066\u304f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u7740\u76ee\u3057\u305f\u306f Qwen \u304c\u601d\u8003\u3092\u91cd\u306d\u305f\u7d50\u679c\u3068\u3057\u3066\u79c1\u306b\u63d0\u6848\u3057\u305f\u5185\u5bb9\u306e\u59a5\u5f53\u6027\u3067\u3059\u3002\u3000\u3000Prompt\u306e\u4e2d\u3067\u201d\u3053\u306e\u30d6\u30ed\u30b0\u306e\u6b69\u304d\u65b9\u201d\u3092\u8003\u3048\u3066\u304f\u308c\u3068\u4f9d\u983c\u3057\u3066\u3044\u307e\u3059\u3002\u3000\u30d6\u30ed\u30b0\u5168\u4f53\u3092\u8aad\u307f\u3001\u3053\u306e\u30d6\u30ed\u30b0\u304c\u3069\u306e\u3088\u3046\u306a\u6709\u7528\u306a\u60c5\u5831\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u3001\u521d\u3081\u3066\u3053\u306e\u30d6\u30ed\u30b0\u3092\u8aad\u3080\u4eba\u306b\u5f79\u7acb\u3064\u9053\u3057\u308b\u3079\u3092\u4e0e\u3048\u3089\u308c\u308b\u304b\u3001\u79c1\u81ea\u8eab\u3067\u3082\u96e3\u3057\u3044\u4f5c\u696d\u306a\u306e\u3067\u3059\u304c Qwen \u306f\u3069\u3046\u8003\u3048\u305f\u306e\u304b\u3002\u3000<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u826f\u304b\u3063\u305f\u3068\u3053\u308d\u306f \u201cAlibaba Cloud \u306e\u5099\u5fd8\u30ed\u30b0\u201d\u3068\u3044\u3046\u30bf\u30a4\u30c8\u30eb\u3001\u30d6\u30ed\u30b0\u30c6\u30fc\u30de\u306b\u5bfe\u3057\u3066\u6271\u3063\u3066\u3044\u308b\u30b8\u30e3\u30f3\u30eb\u306f Alibaba Cloud \u30aa\u30f3\u30ea\u30fc\u3067\u306f\u306a\u3044\u3053\u3068\u306b\u6c17\u3065\u304d\u3001\u8aad\u8005\u306e\u7acb\u5834\u3060\u3068\u305d\u308c\u3092\u6700\u521d\u306b\u8a00\u3063\u3066\u3042\u3052\u306a\u3044\u3068\u6df7\u4e71\u3059\u308b\u3068\u6559\u3048\u3066\u304f\u308c\u305f\u70b9\u3067\u3059\u3002\u3000\u3000\u305d\u306e\u3046\u3048\u3067\u3001\u7d04500\u672c\u306e\u8a18\u4e8b\u306e\u4e2d\u304b\u3089\u3053\u306e\u30d6\u30ed\u30b0\u306e\u69cb\u6210\u304c\u308f\u304b\u308b\u8a18\u4e8b\u3001\u3053\u306e\u30d6\u30ed\u30b0\u306e\u751f\u3044\u7acb\u3061\u304c\u308f\u304b\u308b\u8a18\u4e8b\u3001\u4f5c\u8005\u306e\u3053\u3068\u304c\u308f\u304b\u308b\u8a18\u4e8b\u306e3\u672c\u3092\u9078\u308a\u3059\u3050\u3063\u3066\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u3000\u3000\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3057\u305f\u8a18\u4e8b\u306f\u79c1\u304b\u3089\u898b\u3066\u3082\u59a5\u5f53\u306a\u3082\u306e\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u9673\u8150\u5316\u3057\u305f\u60c5\u5831\u306e\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3002\u3053\u3053\u3082\u7d20\u6674\u3089\u3057\u3044\u7d50\u679c\u3067\u3057\u305f\u3002\u3000\u3053\u306e\u3042\u3068\u7d39\u4ecb\u3059\u308bGemini\u306b\u3088\u308b\u691c\u7b97\u3067\u3082\u540c\u3058\u70b9\u3092\u30dd\u30b8\u30c6\u30a3\u30d6\u8a55\u4fa1\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u6a5f\u68b0\u7684\u306b\u60c5\u5831\u306e\u9bae\u5ea6\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3066\u7f85\u5217\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u307e\u305a\u306f\u9078\u5b9a\u57fa\u6e96\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002(1) \u4fa1\u683c\u30fb\u30ea\u30fc\u30b8\u30e7\u30f3\u30fb\u30a8\u30c7\u30a3\u30b7\u30e7\u30f3\u30fb\u63d0\u4f9b\u53ef\u5426\u306a\u3069\u8aad\u8005\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u76f4\u7d50\u3059\u308b\u65ad\u5b9a\u304c\u3042\u308b\u304b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(2) \u73fe\u884c\u4ed5\u69d8\/UI\u3068\u306e\u4e56\u96e2\u5e45<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">(3)\u3088\u308a\u65b0\u3057\u3044\u4ee3\u66ff\u8a18\u4e8b\u304c\u5b58\u5728\u3057\u306a\u3044\u304b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u306e3\u70b9\u3067\u8a55\u4fa1\u3057\u3066\u304f\u308c\u3066\u3044\u307e\u3059\u3002\u3000\u3000\u5168\u90e8\u306715\u8a18\u4e8b\u307b\u3069\u3053\u306e\u89b3\u70b9\u3067\u512a\u5148\u7684\u306b\u6700\u65b0\u5316\u3057\u305f\u307b\u3046\u304c\u3088\u3044\u3068\u63d0\u6848\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-8\"><span class=\"ez-toc-section\" id=\"Google_Gemini_%E3%81%AB%E3%82%88%E3%82%8B%E6%A4%9C%E7%AE%97\"><\/span><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">Google Gemini \u306b\u3088\u308b\u691c\u7b97<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u691c\u7b97\u7684\u306b Gemini Hydrogen \u306b\u3082\u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u3092\u898b\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u304c\u4ee5\u4e0b\u30b3\u30e1\u30f3\u30c8\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li><strong>ID\u30fb\u65e5\u4ed8\u30fb\u30bf\u30a4\u30c8\u30eb\u306e\u5b8c\u74a7\u306a\u7167\u5408\u7cbe\u5ea6<\/strong>\u3000\u6570\u767e\u8a18\u4e8b\u306e\u4e2d\u304b\u3089\u30d4\u30f3\u30dd\u30a4\u30f3\u30c8\u3067\u5b9f\u5728\u3059\u308b ID \u3068\u65e5\u4ed8\u30fb\u5185\u5bb9\u3092\u6b63\u78ba\u306b\u7d10\u3065\u3051\u3066\u3044\u307e\u3059\u3002\u9577\u6587\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3067\u3088\u304f\u3042\u308b\u300c\u5f8c\u534a\u306b\u306a\u308b\u307b\u3069\u8a18\u61b6\u304c\u8584\u308c\u308b\uff08Lost in the Middle\uff09\u300d\u73fe\u8c61\u304c\u307b\u307c\u8d77\u304d\u3066\u3044\u307e\u305b\u3093\u3002<\/li>\n\n\n\n<li><strong>\u30b7\u30ea\u30fc\u30ba\u756a\u53f7\u306e\u91cd\u8907\uff08\u30b1\u30a2\u30ec\u30b9\u30df\u30b9\uff09\u306e\u81ea\u52d5\u691c\u51fa<\/strong> WVD \u306b <code>#71<\/code> \u304c2\u672c\u3042\u308b\u3053\u3068\uff0813450 \/ 13546\uff09\u3068\u3001<strong>Model Studio \u306b <code>#7<\/code> \u304c2\u672c\u3042\u308b\u3053\u3068<\/strong>\u3001\u3055\u3089\u306b\u306f <strong>\u672c\u6587\u4e2d\u306e\u5e74\u53f7\u8aa4\u8a18\uff08<code>2004\u5e74<\/code>\uff09<\/strong> \u307e\u3067\u898b\u629c\u3044\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u4e00\u5207\u6307\u793a\u3057\u3066\u3044\u306a\u3044\u306e\u306b\u3001\u30e2\u30c7\u30eb\u304c\u5168\u8a18\u4e8b\u3092\u6a2a\u65ad\u6bd4\u8f03\u3057\u3066\u81ea\u767a\u7684\u306b\u898b\u3064\u3051\u305f\u767a\u898b\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u300c\u30eb\u30fc\u30c6\u30a3\u30f3\u8a18\u9332\u306f\u6b8b\u3057\u3001\u4ed5\u69d8\u65ad\u5b9a\u8a18\u4e8b\u3060\u3051\u76f4\u3059\u300d\u3068\u3044\u3046\u7de8\u96c6\u65b9\u91dd\u306e\u63d0\u6848<\/strong> \u5358\u306a\u308b\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u30d6\u30ed\u30b0\u904b\u55b6\u8005\u306e\u5de5\u6570\u3092\u8003\u616e\u3057\u305f\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u57fa\u6e96\u307e\u3067\u63d0\u793a\u3057\u3066\u304a\u308a\u3001\u5b9f\u52d9\u306e\u7de8\u96c6\u8005\u30ec\u30d9\u30eb\u306e\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u601d\u8003\u30d7\u30ed\u30bb\u30b9\uff08<code>reasoning_content<\/code>\uff09\u306e\u900f\u660e\u6027<\/strong> \u5192\u982d\u306e\u601d\u8003\u30ed\u30b0\u3092\u898b\u308b\u3068\u3001\u5168\u8a18\u4e8b\u3092\u30ab\u30c6\u30b4\u30ea\u3054\u3068\u306b\u68da\u5378\u3057\u3057\u3001\u904e\u53bb\u306e\u81ea\u5206\u306e\u8a18\u8ff0\u307e\u3067\u7a81\u5408\u3057\u3066\u304b\u3089\u6700\u7d42\u56de\u7b54\u3092\u7d44\u307f\u7acb\u3066\u3066\u3044\u308b\u6d41\u308c\u304c\u4e38\u898b\u3048\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3042\u3068\u3001\u4eca\u56de\u3001\u6587\u5b57\u3057\u304b\u6e21\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u3000\u30d6\u30ed\u30b0\u8a18\u4e8b\u306b\u306f\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3084\u69cb\u6210\u56f3\u306a\u3069\u6ca2\u5c71\u306e\u6587\u5b57\u4ee5\u5916\u306e\u60c5\u5831\u3082\u3042\u308a\u307e\u3059\u3002\u3000\u305d\u308c\u3089\u3082\u5168\u90e8\u6e21\u305b\u3070\u3082\u3063\u3068\u826f\u3044\u63d0\u6848\u3092\u3057\u3066\u304f\u308c\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u3082\u601d\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-9\"><span class=\"ez-toc-section\" id=\"%E3%83%86%E3%82%B9%E3%83%882_%E3%81%99%E3%81%B9%E3%81%A6%E3%81%AE%E8%A8%98%E4%BA%8B%E3%82%92%E3%81%9D%E3%81%AE%E3%81%BE%E3%81%BE%EF%BC%88213%E4%B8%87%E6%96%87%E5%AD%97%EF%BC%89%E3%82%92%E6%B8%A1%E3%81%97%E3%81%A6%E5%AE%9F%E8%A1%8C\"><\/span><span class=\"sgb-heading__inner sgb-heading--type2\" style=\"background-color:var(--sgb-main-color);border-color:transparent;font-size:1.2em\"><span class=\"sgb-heading__text\" style=\"color:#FFF\">\u30c6\u30b9\u30c8#2  \u3059\u3079\u3066\u306e\u8a18\u4e8b\u3092\u305d\u306e\u307e\u307e\uff08213\u4e07\u6587\u5b57\uff09\u3092\u6e21\u3057\u3066\u5b9f\u884c<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-10\"><span class=\"ez-toc-section\" id=\"%E3%83%86%E3%82%B9%E3%83%88%E7%94%A8%E3%82%B9%E3%82%AF%E3%83%AA%E3%83%97%E3%83%88%E3%81%AE%E6%BA%96%E5%82%99\"><\/span><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">\u30c6\u30b9\u30c8\u7528\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u6e96\u5099<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c6\u30b9\u30c8#1 \u3067\u4f7f\u7528\u3057\u305f\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u30b3\u30d4\u30fc\u3057\u3001\u6587\u5b57\u6570\u4e0a\u9650\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u5909\u66f4\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u201cMAX_CHARS = <span class=\"keiko_yellow\">3000000<\/span><\/strong>\u201d \u306b\u3057\u3066\u3044\u307e\u3059\u3002 \u3042\u3068\u306f\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u5024\u3082600\u79d2\u304b\u30891200\u79d2\u3078\u5909\u66f4\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-codebox pre_tag\"><span><i class=\"fa fa-code\"><\/i>test2_qwen.py<\/span><pre><code>import os\nimport time\nimport getpass\nimport urllib.request\nimport json\n\n# \u5b9f\u884c\u6642\u306bAPI Key\u3092\u5165\u529b\uff08\u753b\u9762\u306b\u306f\u8868\u793a\u3055\u308c\u306a\u3044\uff09\nAPI_KEY = getpass.getpass(\"Token Plan API Key \u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044: \").strip()\nif not API_KEY:\n    print(\"\u30a8\u30e9\u30fc: API Key \u304c\u5165\u529b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\")\n    exit(1)\n\nURL = \"https:\/\/token-plan.ap-southeast-1.maas.aliyuncs.com\/compatible-mode\/v1\/chat\/completions\"\nINPUT_FILE = \"all_posts.txt\"\n\n# 1M\u30c8\u30fc\u30af\u30f3\u4e0a\u9650\u306b\u5b89\u5168\u306b\u53ce\u3081\u308b\u305f\u3081\u306e\u6700\u5927\u6587\u5b57\u6570\uff08\u76f4\u8fd1\u306e\u8a18\u4e8b\u5074\u3092\u512a\u5148\u3057\u3066\u5207\u308a\u51fa\u3057\uff09\n<strong>MAX_CHARS = <span class=\"keiko_yellow\">3000000<\/span>\n<\/strong>\nwith open(INPUT_FILE, \"r\", encoding=\"utf-8\") as f:\n    full_text = f.read()\n\nif len(full_text) &gt; MAX_CHARS:\n    target_text = full_text[-MAX_CHARS:]\n    # \u8a18\u4e8b\u306e\u9014\u4e2d\u304b\u3089\u5207\u308c\u306a\u3044\u3088\u3046\u6700\u521d\u306e\u533a\u5207\u308a\u7dda\uff08===\uff09\u4ee5\u964d\u306b\u63c3\u3048\u308b\n    first_sep = target_text.find(\"===\\nID:\")\n    if first_sep != -1:\n        target_text = target_text[first_sep:]\n    print(f\"\u6587\u5b57\u6570\u8abf\u6574: {len(full_text):,} \u6587\u5b57 -&gt; {len(target_text):,} \u6587\u5b57\uff08\u6700\u65b0\u8a18\u4e8b\u5074\u3092\u62bd\u51fa\uff09\")\nelse:\n    target_text = full_text\n    print(f\"\u5168\u91cf\u8aad\u307f\u8fbc\u307f: {len(target_text):,} \u6587\u5b57\")\n\nprompt = \"\"\"\u4ee5\u4e0b\u306f\u79c1\u304c\u904b\u55b6\u3057\u3066\u3044\u308b\u6280\u8853\u30d6\u30ed\u30b0\u300cAlibaba Cloud \u306e\u5099\u5fd8\u30ed\u30b0\u300d\u306e\u904e\u53bb\u8a18\u4e8b\u30a2\u30fc\u30ab\u30a4\u30d6\u3067\u3059\u3002\n\u3059\u3079\u3066\u306e\u8a18\u4e8b\u3092\u6a2a\u65ad\u7684\u306b\u8aad\u307f\u8fbc\u307f\u3001\u4ee5\u4e0b\u306e2\u70b9\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n1. **\u521d\u3081\u3066\u8a2a\u308c\u305f\u8aad\u8005\u5411\u3051\u306e\u300c\u30d6\u30ed\u30b0\u306e\u6b69\u304d\u65b9\uff08\u30b8\u30e3\u30f3\u30eb\u5225\u30fb\u30ec\u30d9\u30eb\u5225\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uff09\u300d**\n   \u4e3b\u8981\u306a\u30ab\u30c6\u30b4\u30ea\u3054\u3068\u306b\u3001\u4ee3\u8868\u7684\u306a\u8a18\u4e8b\u306e\u30bf\u30a4\u30c8\u30eb\u3068ID\u3092\u6319\u3052\u3066\u8aad\u307f\u9032\u3081\u308b\u9806\u756a\u3092\u30ac\u30a4\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n2. **\u60c5\u5831\u306e\u9673\u8150\u5316\u30fb\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u512a\u5148\u5ea6\u304c\u9ad8\u3044\u53e4\u3044\u8a18\u4e8b\u30c8\u30c3\u30d710**\n   \u73fe\u5728\u306e Alibaba Cloud \u306e\u30b5\u30fc\u30d3\u30b9\u4ed5\u69d8\u3084\u30b3\u30f3\u30bd\u30fc\u30ebUI\u3068\u4e56\u96e2\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u8a18\u4e8b\u3092\u3001ID\u30fb\u65e5\u4ed8\u30fb\u30bf\u30a4\u30c8\u30eb\u30fb\u7406\u7531\u3068\u3068\u3082\u306b\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\"\"\"\n\npayload = {\n    \"model\": \"qwen4-max-preview\",\n    \"messages\": [\n        {\"role\": \"system\", \"content\": \"\u3042\u306a\u305f\u306fAlibaba Cloud\u306b\u7cbe\u901a\u3057\u305f\u30b7\u30cb\u30a2\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u517c\u6280\u8853\u7de8\u96c6\u8005\u3067\u3059\u3002\"},\n        {\"role\": \"user\", \"content\": f\"{prompt}\\n\\n\u3010\u30d6\u30ed\u30b0\u8a18\u4e8b\u30c7\u30fc\u30bf\u3011\\n{target_text}\"}\n    ]\n}\n\nreq = urllib.request.Request(\n    URL,\n    data=json.dumps(payload).encode(\"utf-8\"),\n    headers={\n        \"Authorization\": f\"Bearer {API_KEY}\",\n        \"Content-Type\": \"application\/json\"\n    },\n    method=\"POST\"\n)\n\nprint(\"API \u30ea\u30af\u30a8\u30b9\u30c8\u9001\u4fe1\u4e2d\uff08\u6570\u5341\u4e07\u30c8\u30fc\u30af\u30f3\u306e\u305f\u30811\u301c3\u5206\u304b\u304b\u308a\u307e\u3059\uff09...\")\nstart_time = time.time()\n\ntry:\n    with urllib.request.urlopen(req, timeout=<strong><span class=\"keiko_yellow\">1200<\/span><\/strong>) as res:\n        result = json.loads(res.read().decode(\"utf-8\"))\n        elapsed = time.time() - start_time\n\n        usage = result.get(\"usage\", {})\n        msg = result[\"choices\"][0][\"message\"]\n        reasoning = msg.get(\"reasoning_content\", \"\")\n        content = msg.get(\"content\", \"\")\n\n        print(f\"\\n=== \u5b8c\u4e86 ({elapsed:.1f} \u79d2) ===\")\n        print(f\"\u5165\u529b\u30c8\u30fc\u30af\u30f3: {usage.get('prompt_tokens'):,}\")\n        print(f\"\u51fa\u529b\u30c8\u30fc\u30af\u30f3: {usage.get('completion_tokens'):,}\")\n        print(f\"\u5408\u8a08\u30c8\u30fc\u30af\u30f3: {usage.get('total_tokens'):,}\")\n\n        with open(\"result_output.md\", \"w\", encoding=\"utf-8\") as out:\n            out.write(\"# \u601d\u8003\u30d7\u30ed\u30bb\u30b9 (reasoning_content)\\n\\n\")\n            out.write(reasoning + \"\\n\\n---\\n\\n\")\n            out.write(\"# \u6700\u7d42\u56de\u7b54 (content)\\n\\n\")\n            out.write(content)\n\n        print(\"\u7d50\u679c\u3092 result_output.md \u306b\u4fdd\u5b58\u3057\u307e\u3057\u305f\u3002\")\n\nexcept urllib.error.HTTPError as e:\n    print(f\"HTTP\u30a8\u30e9\u30fc: {e.code} - {e.read().decode('utf-8', errors='ignore')}\")\nexcept Exception as e:\n    print(f\"\u30a8\u30e9\u30fc\u767a\u751f: {e}\")<\/code><\/pre><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-11\"><span class=\"ez-toc-section\" id=\"API_%E3%81%AE%E5%AE%9F%E8%A1%8C-2\"><\/span><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">API \u306e\u5b9f\u884c<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u884c\u3057\u307e\u3059\u3002\u3000\u51e6\u7406\u6642\u9593\u306f595\u79d2\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5165\u529b\u306f942,199 \u30c8\u30fc\u30af\u30f3\u3068\u4e0a\u9650\u306e100\u4e07\u30c8\u30fc\u30af\u30f3\u3092\u3061\u3087\u3046\u3069\u3088\u304f\u4e0b\u56de\u308a\u307e\u3057\u305f\u3002\u3000\u51fa\u529b\u30c8\u30fc\u30af\u30f3\u306f43,245\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-sgb-codebox pre_tag\"><span><i class=\"fa fa-code\"><\/i>bash<\/span><pre><code>$ <strong>time python3 test2_qwen.py<\/strong>\nToken Plan API Key \u3092\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044:\n\u5168\u91cf\u8aad\u307f\u8fbc\u307f: 2,133,016 \u6587\u5b57\nAPI \u30ea\u30af\u30a8\u30b9\u30c8\u9001\u4fe1\u4e2d\uff08\u6570\u5341\u4e07\u30c8\u30fc\u30af\u30f3\u306e\u305f\u30811\u301c3\u5206\u304b\u304b\u308a\u307e\u3059\uff09...\n\n=== \u5b8c\u4e86 (595.0 \u79d2) ===\n\u5165\u529b\u30c8\u30fc\u30af\u30f3: 942,199\n\u51fa\u529b\u30c8\u30fc\u30af\u30f3: 43,245\n\u5408\u8a08\u30c8\u30fc\u30af\u30f3: 985,444\n\u7d50\u679c\u3092 result_output.md \u306b\u4fdd\u5b58\u3057\u307e\u3057\u305f\u3002\n\nreal    10m1.497s\nuser    0m0.117s\nsys     0m0.039s<\/code><\/pre><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-12\"><span class=\"ez-toc-section\" id=\"%E4%BA%BA%E9%96%93%EF%BC%88%E3%82%8F%E3%81%9F%E3%81%97%EF%BC%89%E3%81%AB%E3%82%88%E3%82%8B%E3%83%86%E3%82%B9%E3%83%881%E3%81%A8%E3%83%86%E3%82%B9%E3%83%882%E3%81%AE%E7%B5%90%E6%9E%9C%E3%81%AE%E6%AF%94%E8%BC%83\"><\/span><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">\u4eba\u9593\uff08\u308f\u305f\u3057\uff09\u306b\u3088\u308b\u30c6\u30b9\u30c8#1\u3068\u30c6\u30b9\u30c8#2\u306e\u7d50\u679c\u306e\u6bd4\u8f03<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u306f\u898b\u5f53\u305f\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u3000\u30c8\u30fc\u30af\u30f3\u304c\u5897\u3048\u305f\u7d50\u679c\u3001\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3082\u8d77\u304d\u3066\u3082\u3057\u3087\u3046\u304c\u306a\u3044\u304b\u306a\u3068\u306f\u601d\u3063\u305f\u306e\u3067\u3059\u304c\u4eca\u56de\u306f\u8d77\u304d\u305a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001500\u8a18\u4e8b\u5168\u4f53\u3092\u4fef\u77b0\u3057\u3066\u898b\u305f\u3046\u3048\u3067\u3053\u306e\u30d6\u30ed\u30b0\u306e\u7279\u9577\u304c qwen\u306b\u3088\u308a\u8ff0\u3079\u3089\u308c\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u79c1\u304b\u3089\u898b\u3066\u89e3\u50cf\u5ea6\u304c\u3042\u304c\u3063\u3066\u3044\u307e\u3059\u3002 \u3000\u4ed6\u306b\u3082\u5168\u4f53\u7684\u306b\u4fef\u77b0\u5ea6\u3001\u3069\u3046\u3057\u3066\u3053\u308c\u3092\u307e\u305a\u306f\u8aad\u3080\u3079\u304d3\u672c\u306a\u306e\u304b\u306e\u7406\u7531\u306e\u5e45\u3068\u6df1\u3055\u304c\u3042\u304c\u3063\u3066\u3044\u307e\u3059\u3002\u3000\u7d50\u679c\u3060\u3051\u898b\u308b\u3068\u5165\u529b\u60c5\u5831\u3092\u591a\u304f\u4e0e\u3048\u3066\u3001\u305d\u308c\u3092\u6b63\u3057\u304f\u7406\u89e3\u3057\u3001\u8003\u5bdf\u3057\u3066\u304f\u308c\u305f\u3068\u3044\u3046\u7d50\u679c\u3067\u3057\u305f\u3002<\/p>\n\n\n<div id=\"id-77b4a03a-6310-4254-92d3-43115aa7e9b1\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30c6\u30b9\u30c8#1<\/th><th>\u30c6\u30b9\u30c8#2<\/th><\/tr><\/thead><tbody><tr><td>135\u4e07\u6587\u5b57\u306b\u5727\u7e2e<\/td><td>\u5727\u7e2e\u7121\uff08213\u4e07\u6587\u5b57\uff09<\/td><\/tr><tr><td>\u672c\u30d6\u30ed\u30b0\u306f\u540d\u524d\u306b\u53cd\u3057\u3066<strong>\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\uff0b\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff0b\u81ea\u5b85NW\u306e\u5b9f\u9a13\u30ed\u30b0<\/strong>\u3067\u3042\u308a\u3001\u5927\u304d\u304f3\u3064\u306e\u6642\u671f\u306b\u5206\u304b\u308c\u307e\u3059<\/td><td>\u672c\u30d6\u30ed\u30b0\u306f\u300cAlibaba Cloud \u306e\u5099\u5fd8\u30ed\u30b0\u300d\u3092\u540d\u4e57\u308a\u3064\u3064\u3001\u5b9f\u614b\u306f <strong>Alibaba Cloud \u672c\u6d41\uff08ECS\/DNS\/RDS\/Security Center\/ESA\/Model Studio\uff09\uff0b Microsoft \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fbAVD \uff0b \u751f\u6210AI \uff0b \u81ea\u5b85\u30e9\u30dc<\/strong>\u306e4\u5c64\u69cb\u9020\u3067\u3059<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-13\"><span class=\"ez-toc-section\" id=\"Google_Gemini_%E3%81%AB%E3%82%88%E3%82%8B%E3%83%86%E3%82%B9%E3%83%881%E3%81%A8%E3%83%86%E3%82%B9%E3%83%882%E3%81%AE%E7%B5%90%E6%9E%9C%E3%81%AE%E6%AF%94%E8%BC%83\"><\/span><span class=\"sgb-heading__inner sgb-heading--type1 with-icon\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><i class=\"fa fa-check\" style=\"color:var(--wp--preset--color--sango-main)\"><\/i><span class=\"sgb-heading__text\" style=\"color:#333\">Google Gemini \u306b\u3088\u308b\u30c6\u30b9\u30c8#1\u3068\u30c6\u30b9\u30c8#2\u306e\u7d50\u679c\u306e\u6bd4\u8f03<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c6\u30b9\u30c8#1(135\u4e07\u6587\u5b57\u306b\u5727\u7e2e\u3057\u305fINPUT)\u3068\u30c6\u30b9\u30c8#2(213\u4e07\u6587\u5b57\u305d\u306e\u307e\u307e\u306eINPUT)\u306e\u7d50\u679c\uff08result_output.md\uff09\u3092 Google Gemini Hydrogen \u306b\u5206\u6790\u3055\u305b\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-sgb-headings sgb-heading\"><span class=\"sgb-heading__inner sgb-heading--type1\" style=\"background-color:transparent;border-color:transparent;font-size:1.2em\"><span class=\"sgb-heading__text\" style=\"color:#333\">\u4eca\u56de\u306e\u30d5\u30eb\u30b5\u30a4\u30ba\u7248\uff08486\u8a18\u4e8b\uff09\u3067\u3055\u3089\u306b\u51c4\u304f\u306a\u3063\u305f\u30dd\u30a4\u30f3\u30c8<\/span><\/span><\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list is-style-sango-list-main-color\">\n<li><strong>\u300c\u53e4\u3044ID \uff1d \u53e4\u3044\u8a18\u4e8b\u3068\u306f\u9650\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u30d6\u30ed\u30b0\u7279\u6709\u306e\u904b\u7528\u30eb\u30fc\u30eb\u3092\u898b\u629c\u3044\u305f<\/strong>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>ID <code>23<\/code>\u3001<code>38<\/code>\u3001<code>17298<\/code>\u3001<code>12672<\/code>\u3001<code>5646<\/code>\u3001<code>3167<\/code>\u3001<code>3382<\/code>\u3001<code>18711<\/code> \u306a\u3069\u304c<strong>\u5f8c\u65e5\u8ffd\u8a18\u306b\u3088\u3063\u3066\u516c\u958b\u65e5\u304c\u66f4\u65b0\u3055\u308c\u3066\u3044\u308b\u4ed5\u69d8<\/strong>\u3084\u3001\u300c\u5931\u6557\u30fb\u672a\u5b8c\u4e86\u8a18\u4e8b\u3092\u3042\u3048\u3066\u6b8b\u3057\u3066\u7d9a\u7de8\u3078\u7e4b\u3050\u30b9\u30bf\u30a4\u30eb\u300d\u307e\u3067\u8a00\u8a9e\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u4e00\u5207\u6559\u3048\u3066\u3044\u306a\u3044\u306e\u306b\u3001\u5168\u8a18\u4e8b\u306e ID \u3068\u65e5\u4ed8\u30fb\u672c\u6587\u306e\u7a81\u304d\u5408\u308f\u305b\u3060\u3051\u3067\u81ea\u529b\u3067\u5c0e\u304d\u51fa\u3057\u305f\u6d1e\u5bdf\u3067\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u300c\u81ea\u30d6\u30ed\u30b0\u5185\u306e\u6700\u65b0\u8a18\u4e8b\u306b\u3088\u308b\u4e0a\u66f8\u304d\u300d\u3092\u8a3c\u62e0\u3068\u3057\u3066\u7a81\u304d\u3064\u3051\u3066\u3044\u308b<\/strong>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>\u30c8\u30c3\u30d710\u306e\u9078\u5b9a\u7406\u7531\u306b\u304a\u3044\u3066\u3001\u300cID 55\uff08SLA 99.95%\uff09\u306f\u3001\u81ea\u30d6\u30ed\u30b0\u306e ID 8501\uff0899.975%\/99.995%\uff09\u3068\u77db\u76fe\u3057\u3066\u3044\u308b\u300d\u300cID 4539\uff08\u6771\u4eac2\u30be\u30fc\u30f3\uff09\u306f\u3001\u81ea\u30d6\u30ed\u30b0\u306e ID 17029\uff08\u6771\u4eac3\u30be\u30fc\u30f3\uff09\u3067\u4e0a\u66f8\u304d\u6e08\u307f\u300d\u3068\u3001<strong>\u81ea\u8eab\u306e\u904e\u53bb\u8a18\u4e8b\u3092\u30a8\u30d3\u30c7\u30f3\u30b9\u3068\u3057\u3066\u5185\u90e8\u77db\u76fe\u3092\u6307\u6458<\/strong>\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5b9f\u52d9\u3067\u305d\u306e\u307e\u307e\u4f7f\u3048\u308b\u300c\u5373\u65e5\u30fb\u9031\u6b21\u30fb\u6708\u6b21\u300d\u306e\u6539\u8a02\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3068\u6ce8\u8a18\u30c6\u30f3\u30d7\u30ec<\/strong>\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>\u65e2\u5b58\u8a18\u4e8b\uff08ID <code>17<\/code> \/ <code>18144<\/code> \/ <code>18405<\/code>\uff09\u306e\u6ce8\u8a18\u30b9\u30bf\u30a4\u30eb\u306b\u5408\u308f\u305b\u305f\u8b66\u544a\u6587\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3084\u3001\u300c\u521d\u51fa\u65e5\u3068\u6700\u7d42\u66f4\u65b0\u65e5\u306e\u4f75\u8a18\u300d\u3068\u3044\u3063\u305f\u5177\u4f53\u7684\u306a\u6539\u5584\u63d0\u6848\u307e\u3067\u8e0f\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-sgb-headings sgb-heading\" id=\"i-14\"><span class=\"ez-toc-section\" id=\"%E6%9C%80%E5%BE%8C%E3%81%AB\"><\/span><span class=\"sgb-heading__inner sgb-heading--type2\" style=\"background-color:var(--sgb-main-color);border-color:transparent;font-size:1.2em\"><span class=\"sgb-heading__text\" style=\"color:#FFF\">\u6700\u5f8c\u306b<\/span><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u306f Qwen4\u306e\u30d5\u30eb\u30b9\u30da\u30c3\u30af\u3092\u8a66\u3057\u305f\u3044\u3068\u3044\u3046\u76ee\u7684\u306f\u9054\u6210\u3067\u3059\u3002\u3000\u81ea\u5206\u306e\u30d6\u30ed\u30b0\u306e\u8a18\u4e8b\u3092\u8aad\u307f\u8fbc\u307e\u305b\u3066\u5206\u6790\u3055\u305b\u308b\u3053\u3068\u3092\u554f\u984c\u306a\u304f\u5b9f\u884c\u3067\u304d\u3001\u57f7\u7b46\u8005\u306e\u79c1\u304c\u898b\u3066\u3082\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\u3082\u306a\u3044\u3001\u826f\u3044\u63d0\u6848\u3092 Qwen \u306f\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u3000<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2019\u5e74\u304b\u3089\u66f8\u304d\u6e9c\u3081\u305f500\u5f31\u306e\u8a18\u4e8b\u3001213\u4e07\u6587\u5b57\u3092\u79c1\u304c\u5168\u90e8\u8aad\u3080\u3068\u3057\u305f\u3089\u76f8\u5f53\u306a\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u3000\u307e\u305f\u3001\u5185\u5bb9\u306b\u3064\u3044\u3066\u9673\u8150\u5316\u3092\u78ba\u8a8d\u3057\u3088\u3046\u3068\u601d\u3046\u3068\u5916\u90e8\u306e\u30a8\u30d3\u30c7\u30f3\u30b9\u3092\u90fd\u5ea6\u63a2\u3059\u3053\u3068\u306b\u306a\u308a\u3053\u308c\u3082\u304b\u306a\u308a\u306e\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u3000\u3000\u4ed6\u306b\u3082 Qwen \u306f\u8a18\u4e8b\u9593\u306e\u4e0d\u6574\u5408\u3082\u7d50\u69cb\u898b\u3064\u3051\u3066\u304f\u308c\u307e\u3057\u305f\uff08\u3042\u308b\u8a18\u4e8b\u3067\u306fA\u3068\u3044\u3063\u3066\u3044\u308b\u306e\u306b\u5225\u306e\u8a18\u4e8b\u3067\u306fB\u3068\u3044\u3063\u3066\u3044\u308b\u3001\u3068\u304b\uff09\u304c\u3053\u308c\u3082\u81ea\u5206\u3067\u5168\u90e8\u63a2\u3059\u306b\u306f\u308f\u305f\u3057\u306e\u8133\u307f\u305d\u306e\u30c8\u30fc\u30af\u30f3\u306b\u306f\u53ce\u307e\u3089\u306a\u3044\u3067\u3057\u3087\u3046\u30fb\u30fb\u30fb\u3002\u3000\u3000\u8d85\u3056\u3063\u304f\u308a\u898b\u7a4d\u30671\u8a18\u4e8b\u30671\u6642\u9593\u3067\u7cbe\u8aad\u3068\u30a8\u30d3\u30c7\u30f3\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u4ed6\u8a18\u4e8b\u3068\u306e\u6574\u5408\u6027\u30c1\u30a7\u30c3\u30af\uff08Grep\u307f\u305f\u3044\u306a\u539f\u59cb\u7684\u306a\u3084\u308a\u304b\u305f\uff09\u3057\u305f\u3068\u3057\u3066\u3001486\u8a18\u4e8b\u00d71\u6642\u9593 \u2252 500\u6642\u9593\u3002\u30008\u6642\u9593\/\u65e5\u63db\u7b97\u3060\u306862\u55b6\u696d\u65e5\u306a\u308f\u3051\u3067\u3059\u304c\u3053\u308c\u3092 qwen \u306f 10\u5206\u3067\u5b8c\u4e86\u3059\u308b\u308f\u3051\u3067\u3059\u3002\u3000\u30b3\u30b9\u30c8\u3082\u5fae\u3005\u305f\u308b\u3082\u306e\u3002\u3000LLM\u306e\u51c4\u307e\u3058\u3055\u3092\u808c\u3067\u611f\u3058\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3001\u826f\u3044\u3053\u3068\u3070\u304b\u308a\u66f8\u3044\u3066\u3044\u3066\u3082\u5618\u304f\u3055\u3044\u3068\u3044\u3046\u304bAI\u304f\u3055\u3044\u306e\u3067\uff08LLM\u3001\u3061\u3083\u3093\u3068\u53b3\u3057\u304f\u8a00\u3063\u3066\u3068\u547d\u4ee4\u3057\u306a\u3044\u3068\u8033\u969c\u308a\u306e\u826f\u3044\u3053\u3068\u3057\u304b\u8a00\u308f\u306a\u3044\u3001\u305d\u3093\u306a\u611f\u3058\uff09\u3001\u3061\u3087\u3063\u3068\u53b3\u3057\u3081\u306e\u8a55\u4fa1\u3082\u6700\u5f8c\u306b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list is-style-sango-list-main-color\">\n<li>\u8a18\u4e8b\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306b\u3064\u3044\u3066\u3001\u5bfe\u8c61\u9078\u5b9a\u306b\u6539\u5584\u306e\u4f59\u5730\u3042\u308a\u3002\u30003\u3064\u306e\u8a55\u4fa1\u8ef8\uff08\u8aad\u8005\u306b\u3068\u3063\u3066\u9593\u9055\u3044\u306e\u5f71\u97ff\u304c\u5927\u304d\u3044\u3082\u306e\u3001\u3068\u304b\uff09\u3067\u3061\u3083\u3093\u3068\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3057\u3066\u304f\u308c\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u7d50\u679c\u3060\u3051\u307f\u308b\u30682019\u5e74\u3068\u304b2020\u5e74\u306e\u8a18\u4e8b\u304c\u591a\u304f\u3001\u305d\u3082\u305d\u3082\u30d1\u30d6\u30ea\u30c3\u30af\u30af\u30e9\u30a6\u30c9\u306e\u4e16\u754c\u30676\uff0d7\u5e74\u524d\u306e\u5185\u5bb9\u306f\u6700\u65b0\u5316\u3057\u3066\u3082\u610f\u5473\u304c\u306a\u3044\u3002\u3000\u3053\u308c\u306f Prompt\u3092\u6539\u5584\u3059\u308c\u3070\u89e3\u6c7a\u3059\u308b\u6c17\u306f\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u8a18\u4e8b\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306b\u3064\u3044\u3066\u65b0\u3057\u3044\u8a18\u4e8b\u307b\u3069\u65ad\u5b9a\u3067\u306f\u306a\u304f\u3001\u3056\u3063\u304f\u308a\u3057\u305f\u8868\u73fe\u3068\u306a\u3063\u3066\u3044\u308b\u3002\u3000\u8981\u78ba\u8a8d\u3068\u304bXX\u306e\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3068\u304b\u3002\u3000\u3053\u308c\u306fLLM\u306e\u90fd\u5408\u4e0a\u6700\u65b0\u306e\u4ed5\u69d8\u60c5\u5831\u306a\u3069\u3092\u6301\u305f\u305a\u306b\u5224\u65ad\u3057\u3066\u3044\u308b\u305f\u3081\u3002\u3000<\/li>\n\n\n\n<li>Prompt\u3067\u6307\u793a\u3057\u305f\u3053\u306e\u30d6\u30ed\u30b0\u306e\u6b69\u304d\u65b9\u3001\u9053\u3057\u308b\u3079\u306b\u3064\u3044\u3066\u7d50\u69cb\u30dc\u30ea\u30e5\u30fc\u30e0\u3042\u308b\u5185\u5bb9\u3068\u306a\u3063\u3066\u3044\u308b\u3002\u3000\u3053\u308c\u3082Prompt\u3067\u6539\u5584\u3067\u304d\u305d\u3046\u3067\u3042\u308b\u304c\u3002\u9053\u3057\u308b\u3079\u306a\u306e\u3067\u3082\u3063\u3068\u3082\u3063\u3068\u30e9\u30a4\u30c8\u306b\u3057\u3066\u307b\u3057\u304b\u3063\u305f<\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3042\u3068\u3001\u5206\u6790\u3001\u8003\u5bdf\u306e\u8cea\u3092\u672c\u5f53\u306b\u898b\u3066\u3044\u304f\u306a\u3089\u4ed6\u306eLLM\u3068\u306e\u6bd4\u8f03\u3082\u5fc5\u8981\u3060\u3068\u306f\u601d\u3063\u305f\u308a\u3002 Qwen3.8\u3060\u3063\u305f\u308a OpenAI\u3001Anthoropic\u3001Google\u306a\u3069\u3068\u6bd4\u3079\u3066\u3069\u3046\u306a\u306e\u304b\u3002\u3000\u540c\u3058 Qwen \u540c\u58eb\u3067\u6bd4\u8f03\u3057\u306a\u3044\u30684.0\u306b\u306a\u3063\u3066\u826f\u304f\u306a\u3063\u305f\u306e\u304b\u3001\u4f55\u304c\u5909\u308f\u3063\u305f\u306e\u304b\u308f\u304b\u3089\u306a\u3044\u3002\u3000\u307e\u305f\u3001\u305d\u3082\u305d\u3082\u80fd\u529b\u3068\u3057\u3066\u4ed6\u8005\u3068\u3082\u6bd4\u3079\u306a\u3044\u3068\u72ed\u3044\u4e16\u754c\u3067\u306e\u6bd4\u8f03\u306b\u306a\u3063\u3066\u3057\u307e\u3046\u3002\u3000<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3001\u3053\u306e\u8fba\u308a\u3092\u4eca\u5f8c\u3069\u3053\u307e\u3067\u3084\u308b\u304b\u306f\u3042\u307e\u308a\u8003\u3048\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u304b\u5f8c\u308d\u5411\u304d\u3002\u3000\u3000\u81ea\u5206\u304c LLM \u306e\u8a55\u8ad6\u5bb6\u306b\u306a\u308b\u306e\u306a\u3089\u5404\u793e\u3092\u4e26\u3079\u3066\u30c6\u30b9\u30c8\u3057\u3066\u3001\u6bd4\u8f03\u3057\u3066\u3068\u3044\u3046\u306e\u306f\u4f55\u304b\u3057\u3089\u306e\u610f\u5473\u304c\u3042\u308b\u306e\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u3000\u3000\u3057\u304b\u3057\u3001\u3042\u3063\u3068\u3044\u3046\u9593\u306b\u5909\u5316\u3057\u3066\u3044\u304fLLM\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u306b\u4fa1\u5024\u3092\u898b\u51fa\u305b\u306a\u3044\u3068\u3044\u3046\u306e\u304c\u6b63\u76f4\u306a\u3068\u3053\u308d\u3002\u3000\u4e0b\u624b\u306a\u8a00\u3044\u65b9\u306b\u306a\u308b\u304c\u305d\u306e\u6642\u9593\u3067\u672c\u6765\u3084\u308a\u305f\u3044\u3053\u3068\u3092\u3069\u306eLLM\u3067\u3082\u826f\u3044\u304b\u3089\u9032\u3081\u305f\u65b9\u304c\u3088\u3044\u3068\u76f4\u611f\u7684\u306b\u601d\u3046\u3002<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0a<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2026\u5e7411\u670811\u65e5\u306b Preview \u63d0\u4f9b\u3055\u308c\u305f Qwen4 \u3092\u4f7f\u3063\u3066\u81ea\u5206\u306e\u30d6\u30ed\u30b0\u306e\u8a18\u4e8b\uff08486\u8a18\u4e8b\u3001213\u4e07\u6587\u5b57\uff09\u3092\u5206\u6790\u3059\u308b\u8a71\u3067\u3059\u3002\u3000 \u76ee\u7684\u306f2\u3064\u3042\u308a\u307e\u3059\u3002\u30001\u3064\u306f\u81ea\u5206\u304c\u3053\u308c\u307e\u3067\u66f8\u3044\u3066\u304d\u305f\u7d04500\u8a18\u4e8b\u5206\u6790\u3057\u3001\u9673\u8150\u5316 &#8230; <\/p>\n","protected":false},"author":1,"featured_media":20151,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,64,69],"tags":[70],"class_list":["post-20129","post","type-post","status-publish","format-standard","has-post-thumbnail","category-alibaba-cloud","category-alibaba-cloud-model-studio","category-model-studio","tag-qwen","entry"],"views":33,"_links":{"self":[{"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/posts\/20129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=20129"}],"version-history":[{"count":10,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/posts\/20129\/revisions"}],"predecessor-version":[{"id":20150,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/posts\/20129\/revisions\/20150"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/media\/20151"}],"wp:attachment":[{"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=20129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=20129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=20129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}