{"id":7946,"date":"2026-11-01T00:38:22","date_gmt":"2026-10-31T15:38:22","guid":{"rendered":"https:\/\/engineering.webstudio168.jp\/blog\/?p=7946"},"modified":"2026-11-01T00:38:24","modified_gmt":"2026-10-31T15:38:24","slug":"local-llm-case-study","status":"publish","type":"post","link":"https:\/\/engineering.webstudio168.jp\/blog\/local-llm-case-study\/","title":{"rendered":"\u30ed\u30fc\u30ab\u30ebLLM\u306e\u6d3b\u7528\u4e8b\u4f8b\u307e\u3068\u3081\uff5c\u75c5\u9662\u30fb\u9280\u884c\u30fb\u81ea\u6cbb\u4f53\u306e\u5c0e\u5165\u4f8b\u3068\u500b\u4eba\u958b\u767a\u8005\u306e\u4f7f\u3044\u65b9\u30102026\u5e74\u7248\u3011"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_89 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs 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class=\"wp-block-paragraph\">ChatGPT\u3084Claude\u306e\u3088\u3046\u306a\u30af\u30e9\u30a6\u30c9\u306e\u751f\u6210AI\u306f\u3068\u3066\u3082\u4fbf\u5229\u3067\u3059\u304c\u3001\u300c\u793e\u5185\u8cc7\u6599\u3084\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u9001\u3063\u3066\u3044\u3044\u306e\u304b\uff1f\u300d\u3068\u3044\u3046\u58c1\u306b\u3076\u3064\u304b\u308b\u5834\u9762\u306f\u307e\u3041\u307e\u3041\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u6700\u8fd1\u3088\u304f\u8033\u306b\u3059\u308b\u306e\u304c\u3001\u624b\u5143\u306ePC\u3084\u793e\u5185\u30b5\u30fc\u30d0\u30fc\u3067LLM\u3092\u52d5\u304b\u3059\u300c\u30ed\u30fc\u30ab\u30ebLLM\u300d\u3067\u3059\u3002\u4eca\u56de\u306f\u75c5\u9662\u30fb\u9280\u884c\u30fb\u30e1\u30fc\u30ab\u30fc\u30fb\u81ea\u6cbb\u4f53\u306e\u516c\u958b\u4e8b\u4f8b\u3068\u3001\u500b\u4eba\u958b\u767a\u8005\u306e\u4f7f\u3044\u65b9\u3092\u6574\u7406\u3057\u306a\u304c\u3089\u3001\u3069\u3093\u306a\u696d\u52d9\u306b\u5411\u3044\u3066\u3044\u308b\u306e\u304b\u3092\u8003\u5bdf\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%9D%E3%82%82%E3%81%9D%E3%82%82%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%ABLLM%E3%81%A8%E3%81%AF%EF%BC%9F%E3%82%AF%E3%83%A9%E3%82%A6%E3%83%89LLM%E3%81%A8%E3%81%AE%E9%81%95%E3%81%84\"><\/span>\u305d\u3082\u305d\u3082\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\uff1f\u30af\u30e9\u30a6\u30c9LLM\u3068\u306e\u9055\u3044<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u30af\u30e9\u30a6\u30c9\u306eAPI\u7d4c\u7531\u3067\u4f7f\u3046\u306e\u3067\u306f\u306a\u304f\u3001\u81ea\u5206\u306ePC\u3084\u793e\u5185\u30b5\u30fc\u30d0\u30fc\u3001\u9662\u5185\u30fb\u5e81\u5185\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u4e2d\u3067\u52d5\u304b\u3059\u4f7f\u3044\u65b9\u306e\u3053\u3068\u3067\u3059\u3002\u30e2\u30c7\u30eb\u672c\u4f53\u3092\u624b\u5143\u306b\u7f6e\u304d\u3001\u5916\u90e8\u306eAPI\u3092\u4f7f\u308f\u305a\u306b\u63a8\u8ad6\u307e\u3067\u5b8c\u7d50\u3055\u305b\u3089\u308c\u308b\u306e\u3067\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3084\u5468\u8fba\u30b7\u30b9\u30c6\u30e0\u3092\u304d\u3061\u3093\u3068\u69cb\u6210\u3059\u308c\u3070\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u793e\u5185\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u306eAI\u30b5\u30fc\u30d3\u30b9\u306b\u9001\u3089\u305a\u306b\u51e6\u7406\u3067\u304d\u308b\u306e\u304c\u4e00\u756a\u306e\u7279\u5fb4\u3067\u3059\u3002\u4f3c\u305f\u8a00\u8449\u306b\u3001\u81ea\u793e\u8a2d\u5099\u306e\u30b5\u30fc\u30d0\u30fc\u3067\u904b\u7528\u3059\u308b\u300c\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u300d\u3084\u3001\u7279\u5b9a\u306e\u7d44\u7e54\u5411\u3051\u306e\u5c02\u7528\u74b0\u5883\u3067\u52d5\u304b\u3059\u300c\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8LLM\u300d\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u5f8c\u8005\u306f\u30af\u30e9\u30a6\u30c9\u4e0a\u306e\u5c02\u7528\u74b0\u5883\u306e\u3053\u3068\u3082\u3042\u308b\u306e\u3067\u3001\u53b3\u5bc6\u306b\u306f\u540c\u3058\u610f\u5473\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u306e\u30af\u30e9\u30a6\u30c9LLM\u306f\u3001\u5c0e\u5165\u304c\u624b\u8efd\u3067\u5e38\u306b\u6700\u65b0\u30fb\u6700\u9ad8\u6027\u80fd\u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3048\u308b\u306e\u304c\u5f37\u307f\u3067\u3059\u3002\u30ed\u30fc\u30ab\u30ebLLM\u306f\u305d\u306e\u9006\u3067\u3001GPU\u306a\u3069\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u81ea\u524d\u3067\u7528\u610f\u3057\u3001\u30e2\u30c7\u30eb\u306e\u9078\u5b9a\u3084\u904b\u7528\u3082\u81ea\u5206\u305f\u3061\u3067\u9762\u5012\u3092\u898b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u300c\u6027\u80fd\u3068\u624b\u8efd\u3055\u300d\u3092\u53d6\u308b\u304b\u300c\u30c7\u30fc\u30bf\u306e\u7f6e\u304d\u5834\u6240\u3068\u81ea\u7531\u5ea6\u300d\u3092\u53d6\u308b\u304b\u3001\u3068\u3044\u3046\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u306e\u95a2\u4fc2\u3067\u3059\u306d\u3002\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u8a71\u3067\u306f\u306a\u304f\u3001\u6271\u3046\u30c7\u30fc\u30bf\u306e\u6a5f\u5bc6\u5ea6\u3067\u4f7f\u3044\u5206\u3051\u308b\u3082\u306e\u3060\u3068\u500b\u4eba\u7684\u306b\u306f\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%ABLLM%E3%81%8C2025%E3%80%9C2026%E5%B9%B4%E3%81%AB%E4%B8%80%E6%B0%97%E3%81%AB%E7%8F%BE%E5%AE%9F%E7%9A%84%E3%81%AB%E3%81%AA%E3%81%A3%E3%81%9F%E7%90%86%E7%94%B1\"><\/span>\u30ed\u30fc\u30ab\u30ebLLM\u304c2025\u301c2026\u5e74\u306b\u4e00\u6c17\u306b\u73fe\u5b9f\u7684\u306b\u306a\u3063\u305f\u7406\u7531<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3072\u3068\u6614\u524d\u306e\u30ed\u30fc\u30ab\u30ebLLM\u306f\u300c\u52d5\u304f\u3051\u3069\u5b9f\u52d9\u3067\u306f\u3061\u3087\u3063\u3068\u2026\u300d\u3068\u3044\u3046\u5370\u8c61\u304c\u5f37\u304b\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u3053\u30531\u301c2\u5e74\u3067\u72b6\u6cc1\u304c\u304b\u306a\u308a\u5909\u308f\u308a\u307e\u3057\u305f\u3002\u5927\u304d\u304b\u3063\u305f\u306e\u306f2025\u5e748\u6708\u306bOpenAI\u304c\u30aa\u30fc\u30d7\u30f3\u30a6\u30a7\u30a4\u30c8\u30e2\u30c7\u30eb\u300cgpt-oss\u300d\u3092\u516c\u958b\u3057\u305f\u3053\u3068\u3067\u3059\u3002Apache 2.0\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u5546\u7528\u5229\u7528\u3082\u53ef\u80fd\u3001\u5c0f\u3055\u3044\u65b9\u306egpt-oss-20b\u306f\u516c\u5f0f\u767a\u8868\u306716GB\u306e\u30e1\u30e2\u30ea\u3067\u52d5\u4f5c\u53ef\u80fd\u3068\u3055\u308c\u3066\u3044\u3066\u3001\u91cf\u5b50\u5316\u5f62\u5f0f\u3084\u5b9f\u884c\u74b0\u5883\u6b21\u7b2c\u3067\u306f\u500b\u4eba\u306e\u30cf\u30a4\u30a8\u30f3\u30c9PC\u3067\u3082\u8a66\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3082\u3061\u308d\u3093\u300c16GB\u3042\u308c\u3070\u3069\u306ePC\u3067\u3082\u5feb\u9069\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u306a\u304f\u3001GPU\u306eVRAM\u3084\u5b9f\u884c\u65b9\u5f0f\u3067\u5fc5\u8981\u306a\u74b0\u5883\u306f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fd\u7523\u30e2\u30c7\u30eb\u5074\u306e\u52d5\u304d\u3082\u898b\u9003\u305b\u307e\u305b\u3093\u3002NTT\u306f2025\u5e7410\u6708\u306b\u300ctsuzumi 2\u300d\u306e\u63d0\u4f9b\u3092\u958b\u59cb\u3057\u3066\u304a\u308a\u30011GPU\u3067\u63a8\u8ad6\u3067\u304d\u308b\u3068\u3044\u3046\u8efd\u3055\u3092\u524d\u9762\u306b\u51fa\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b2026\u5e748\u6708\u306b\u306f\u3001\u30a8\u30d5\u30b5\u30b9\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30ba\u3068NTT\u897f\u65e5\u672c\u304c\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u751f\u6210AI\u57fa\u76e4\u4e0a\u3067tsuzumi 2\u3092\u904b\u7528\u3059\u308b\u52d5\u4f5c\u691c\u8a3c\u3092\u5b8c\u4e86\u3057\u305f\u3068\u767a\u8868\u3057\u30019\u6708\u304b\u3089\u5b98\u516c\u5e81\u30fb\u91d1\u878d\u30fb\u88fd\u9020\u696d\u306a\u3069\u306b\u5411\u3051\u3066\u63d0\u4f9b\u3092\u59cb\u3081\u308b\u3068\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u30e2\u30c7\u30eb\u5358\u4f53\u3067\u306f\u306a\u304f\u300c\u30b5\u30fc\u30d0\u30fc\u3068\u4fdd\u5b88\u8fbc\u307f\u300d\u3067\u8cb7\u3048\u308b\u72b6\u614b\u306b\u306a\u3063\u3066\u304d\u305f\u306e\u304c\u3001\u4f01\u696d\u5c0e\u5165\u3092\u5f8c\u62bc\u3057\u3057\u3066\u3044\u308b\u30dd\u30a4\u30f3\u30c8\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%80%90%E6%A5%AD%E7%95%8C%E5%88%A5%E3%80%91%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%ABLLM%E3%81%AE%E4%BC%81%E6%A5%AD%E3%83%BB%E8%87%AA%E6%B2%BB%E4%BD%93%E5%B0%8E%E5%85%A5%E4%BA%8B%E4%BE%8B\"><\/span>\u3010\u696d\u754c\u5225\u3011\u30ed\u30fc\u30ab\u30ebLLM\u306e\u4f01\u696d\u30fb\u81ea\u6cbb\u4f53\u5c0e\u5165\u4e8b\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u304b\u3089\u306f\u3001\u5b9f\u969b\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u30ed\u30fc\u30ab\u30ebLLM\uff08\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\uff09\u306e\u5c0e\u5165\u4e8b\u4f8b\u3092\u696d\u754c\u5225\u306b\u898b\u3066\u3044\u304d\u307e\u3059\u3002\u3069\u308c\u3082\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\u3084\u516c\u7684\u6a5f\u95a2\u306e\u8cc7\u6599\u3067\u78ba\u8a8d\u3067\u304d\u308b\u3082\u306e\u306b\u7d5e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u793e\u5185\u3067\u5c0e\u5165\u3092\u691c\u8a0e\u3059\u308b\u3068\u304d\u306e\u8aac\u5f97\u6750\u6599\u306b\u3082\u4f7f\u3044\u3084\u3059\u3044\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u696d\u754c<\/th><th>\u7d44\u7e54<\/th><th>\u7528\u9014<\/th><th>\u6642\u671f<\/th><\/tr><\/thead><tbody><tr><td>\u533b\u7642<\/td><td>\u7950\u611b\u4f1a\u7e54\u7530\u75c5\u9662 \u00d7 \u30aa\u30d7\u30c6\u30a3\u30e0<\/td><td>\u5165\u9000\u9662\u6642\u770b\u8b77\u30b5\u30de\u30ea\u30fc\u306e\u81ea\u52d5\u751f\u6210<\/td><td>2024\u5e743\u6708\u767a\u8868<\/td><\/tr><tr><td>\u533b\u7642<\/td><td>\u4e09\u91cd\u5927\u5b66\u533b\u5b66\u90e8\u9644\u5c5e\u75c5\u9662 \u00d7 NTT\u897f\u65e5\u672c<\/td><td>\u9000\u9662\u30b5\u30de\u30ea\u306e\u4f5c\u6210\u652f\u63f4<\/td><td>2024\u5e7411\u6708\u958b\u59cb<\/td><\/tr><tr><td>\u91d1\u878d<\/td><td>\u3042\u304a\u305e\u3089\u9280\u884c \u00d7 neoAI<\/td><td>\u884c\u5185\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2\u3057\u305f\u300c\u3042\u304a\u305e\u3089LLM\u300d<\/td><td>2025\u5e744\u6708\u767a\u8868<\/td><\/tr><tr><td>\u88fd\u9020<\/td><td>\u30d1\u30ca\u30bd\u30cb\u30c3\u30afHD \u00d7 \u30b9\u30c8\u30c3\u30af\u30de\u30fc\u30af<\/td><td>\u30b0\u30eb\u30fc\u30d7\u5c02\u7528LLM\u306b\u3088\u308b\u30e2\u30ce\u3065\u304f\u308a\u696d\u52d9\u652f\u63f4\uff08\u63a8\u8ad6\u74b0\u5883\u306f\u672a\u516c\u8868\uff09<\/td><td>2024\u5e747\u6708\u767a\u8868<\/td><\/tr><tr><td>\u81ea\u6cbb\u4f53<\/td><td>\u5c71\u53e3\u770c \u00d7 NTT\u897f\u65e5\u672c<\/td><td>\u6a5f\u5fae\u30c7\u30fc\u30bf\u3092\u6271\u3046\u696d\u52d9\u306e\u8981\u7d04\u30fb\u6821\u6b63<\/td><td>2024\u5e749\u6708\u767a\u8868<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%8C%BB%E7%99%82%EF%BC%9A%E9%9B%BB%E5%AD%90%E3%82%AB%E3%83%AB%E3%83%86%E3%81%A8%E9%80%A3%E6%90%BA%E3%81%97%E3%81%A6%E7%9C%8B%E8%AD%B7%E3%82%B5%E3%83%9E%E3%83%AA%E3%83%BC%E3%82%92%E8%87%AA%E5%8B%95%E7%94%9F%E6%88%90%EF%BC%88%E7%B9%94%E7%94%B0%E7%97%85%E9%99%A2%EF%BC%89\"><\/span>\u533b\u7642\uff1a\u96fb\u5b50\u30ab\u30eb\u30c6\u3068\u9023\u643a\u3057\u3066\u770b\u8b77\u30b5\u30de\u30ea\u30fc\u3092\u81ea\u52d5\u751f\u6210\uff08\u7e54\u7530\u75c5\u9662\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f50\u8cc0\u770c\u306e\u7950\u611b\u4f1a\u7e54\u7530\u75c5\u9662\u306f\u3001\u30aa\u30d7\u30c6\u30a3\u30e0\u3001\u30b7\u30fc\u30a8\u30b9\u30a2\u30a4\u3068\u5171\u540c\u3067\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u63a5\u7d9a\u3057\u306a\u3044LLM\u300cOPTiM AI\u300d\u3092\u96fb\u5b50\u30ab\u30eb\u30c6\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3055\u305b\u30012024\u5e743\u6708\u306b\u81e8\u5e8a\u73fe\u5834\u3078\u8a66\u9a13\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002\u96fb\u5b50\u30ab\u30eb\u30c6\u3068\u9023\u643a\u3057\u305f\u30aa\u30f3\u30d7\u30ec\u30df\u30b9LLM\u306e\u81e8\u5e8a\u5c0e\u5165\u306f\u56fd\u5185\u521d\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6700\u521d\u306e\u30bf\u30fc\u30b2\u30c3\u30c8\u306f\u3001\u5165\u9000\u9662\u6642\u306e\u770b\u8b77\u30b5\u30de\u30ea\u30fc\u306e\u81ea\u52d5\u751f\u6210\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u306e\u5f8c\u3053\u306e\u4ed5\u7d44\u307f\u306f\u300cOPTiM AI 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class=\"wp-block-paragraph\">\u5c71\u53e3\u770c\u3068NTT\u897f\u65e5\u672c\u306f2024\u5e749\u6708\u3001\u6a5f\u5fae\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5e81\u5185\u696d\u52d9\u3078\u306etsuzumi\u6d3b\u7528\u306b\u95a2\u3059\u308b\u5b9f\u8a3c\u5b9f\u9a13\u3092\u59cb\u3081\u308b\u3068\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u74b0\u5883\u306e\u5c0f\u578bGPU\u30b5\u30fc\u30d0\u30fc\u3067tsuzumi\u3092\u52d5\u304b\u3057\u3001\u696d\u52d9\u4e0a\u306e\u6a5f\u5fae\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5bfe\u5fdc\u8a18\u9332\u306e\u8981\u7d04\u30fb\u6821\u6b63\u3084\u3001\u5404\u7a2e\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u306e\u691c\u7d22\u30fb\u8981\u7d04\u3092\u5bfe\u8c61\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u6cbb\u4f53\u306f\u4f4f\u6c11\u60c5\u5831\u306a\u3069\u306e\u6a5f\u5fae\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3046\u306e\u3067\u3001\u696d\u52d9\u3084\u60c5\u5831\u306e\u7a2e\u985e\u306b\u3088\u3063\u3066\u306f\u30af\u30e9\u30a6\u30c9\u578b\u306e\u751f\u6210AI\u306e\u5229\u7528\u306b\u614e\u91cd\u306a\u5224\u65ad\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u305d\u306e\u4e2d\u3067\u300c\u30af\u30e9\u30a6\u30c9\u3067\u6e08\u3080\u696d\u52d9\u306f\u30af\u30e9\u30a6\u30c9\u3001\u6a5f\u5fae\u306a\u696d\u52d9\u306f\u30ed\u30fc\u30ab\u30eb\u300d\u3068\u3044\u3046\u7dda\u5f15\u304d\u3092\u5b9f\u8a3c\u3067\u78ba\u304b\u3081\u306b\u3044\u3063\u3066\u3044\u308b\u70b9\u304c\u8208\u5473\u6df1\u3044\u3068\u3053\u308d\u3067\u3059\u3002\u540c\u3058\u60a9\u307f\u3092\u62b1\u3048\u308b\u4ed6\u306e\u81ea\u6cbb\u4f53\u3084\u3001\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u6c11\u9593\u4f01\u696d\u306b\u3068\u3063\u3066\u3082\u53c2\u8003\u306b\u306a\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%80%8B%E4%BA%BA%E9%96%8B%E7%99%BA%E8%80%85%E3%83%BB%E3%83%95%E3%83%AA%E3%83%BC%E3%83%A9%E3%83%B3%E3%82%B9%E3%81%AE%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%ABLLM%E6%B4%BB%E7%94%A8%E4%BA%8B%E4%BE%8B\"><\/span>\u500b\u4eba\u958b\u767a\u8005\u30fb\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u30ed\u30fc\u30ab\u30ebLLM\u6d3b\u7528\u4e8b\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u306f\u5927\u4f01\u696d\u3084\u75c5\u9662\u3060\u3051\u306e\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3080\u3057\u308dOllama\u3084LM 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class=\"wp-block-paragraph\">\u305f\u3060\u3057\u3001\u5b9f\u969b\u306b\u8a66\u3057\u305f\u958b\u767a\u8005\u306e\u8a18\u4e8b\u3092\u8aad\u3080\u3068\u300c\u3067\u304d\u308b\u3053\u3068\u3068\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u306f\u3063\u304d\u308a\u3057\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u611f\u60f3\u304c\u591a\u3044\u5370\u8c61\u3067\u3059\u3002GitHub Copilot\u3084Claude Code\u3068\u540c\u3058\u611f\u899a\u3067\u4f7f\u3046\u3068\u7269\u8db3\u308a\u306a\u3044\u5834\u9762\u306f\u3042\u308b\u306f\u305a\u306a\u306e\u3067\u3001\u88dc\u5b8c\u3084\u8efd\u3044\u30ea\u30d5\u30a1\u30af\u30bf\u306f\u30ed\u30fc\u30ab\u30eb\u3001\u8a2d\u8a08\u3092\u4f34\u3046\u91cd\u3044\u4f5c\u696d\u306f\u30af\u30e9\u30a6\u30c9\u3001\u3068\u3044\u3046\u5206\u62c5\u304c\u4eca\u306e\u3068\u3053\u308d\u73fe\u5b9f\u7684\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%8F%97%E8%A8%97%E6%A1%88%E4%BB%B6%E3%81%AE%E8%B3%87%E6%96%99%E8%A6%81%E7%B4%84%E3%82%84%E4%B8%8B%E6%9B%B8%E3%81%8D%E3%82%92%E6%89%8B%E5%85%83%E3%81%A7%E5%AE%8C%E7%B5%90%E3%81%95%E3%81%9B%E3%82%8B\"><\/span>\u53d7\u8a17\u6848\u4ef6\u306e\u8cc7\u6599\u8981\u7d04\u3084\u4e0b\u66f8\u304d\u3092\u624b\u5143\u3067\u5b8c\u7d50\u3055\u305b\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p 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id=\"%E4%BA%8B%E4%BE%8B%E3%81%8B%E3%82%89%E8%A6%8B%E3%81%88%E3%82%8B%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%ABLLM%E3%81%8C%E5%90%91%E3%81%84%E3%81%A6%E3%81%84%E3%82%8B%E6%A5%AD%E5%8B%99%E3%83%BB%E5%90%91%E3%81%8B%E3%81%AA%E3%81%84%E6%A5%AD%E5%8B%99\"><\/span>\u4e8b\u4f8b\u304b\u3089\u898b\u3048\u308b\u30ed\u30fc\u30ab\u30ebLLM\u304c\u5411\u3044\u3066\u3044\u308b\u696d\u52d9\u30fb\u5411\u304b\u306a\u3044\u696d\u52d9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u9006\u306b\u3001\u6700\u65b0\u30cb\u30e5\u30fc\u30b9\u3092\u8e0f\u307e\u3048\u305f\u8abf\u67fb\u3084\u975e\u5e38\u306b\u9ad8\u5ea6\u306a\u63a8\u8ad6\u304c\u5fc5\u8981\u306a\u4f5c\u696d\u3067\u306f\u3001\u6700\u5148\u7aef\u306e\u30af\u30e9\u30a6\u30c9LLM\u304c\u6709\u5229\u306a\u5834\u9762\u304c\u307e\u3060\u591a\u3044\u3067\u3059\u3002\u30ed\u30fc\u30ab\u30ebLLM\u5358\u4f53\u3067\u306f\u6700\u65b0\u60c5\u5831\u3092\u53d6\u308a\u306b\u3044\u3051\u306a\u3044\u3053\u3068\u3082\u3042\u308b\u306e\u3067\u3001\u5916\u90e8\u691c\u7d22\u3068\u306e\u9023\u643a\u3084\u4f7f\u3044\u5206\u3051\u304c\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002\u65e5\u672c\u7dcf\u5408\u7814\u7a76\u6240\u306e\u30ec\u30dd\u30fc\u30c8\u3067\u3082\u3001\u6a5f\u5bc6\u60c5\u5831\u306f\u30ed\u30fc\u30ab\u30eb\u3067\u51e6\u7406\u3057\u3066\u9ad8\u5ea6\u306a\u51e6\u7406\u306f\u30af\u30e9\u30a6\u30c9\u306b\u4efb\u305b\u308b\u300c\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u578b\u300d\u306e\u69cb\u6210\u304c\u6574\u7406\u3055\u308c\u3066\u3044\u3066\u3001\u4eca\u5f8c\u306f\u3053\u306e\u7d44\u307f\u5408\u308f\u305b\u304c\u5e83\u304c\u308b\u3068\u4e88\u60f3\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb\u304b\u30af\u30e9\u30a6\u30c9\u304b\u306e\u4e8c\u629e\u3067\u8003\u3048\u308b\u3088\u308a\u3001\u696d\u52d9\u3054\u3068\u306b\u632f\u308a\u5206\u3051\u308b\u767a\u60f3\u306e\u65b9\u304c\u3057\u3063\u304f\u308a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%AD%E3%83%BC%E3%82%AB%E3%83%ABLLM%E3%82%92%E5%B0%8E%E5%85%A5%E3%81%99%E3%82%8B%E5%89%8D%E3%81%AB%E6%8A%BC%E3%81%95%E3%81%88%E3%81%A6%E3%81%8A%E3%81%8D%E3%81%9F%E3%81%84%E3%83%9D%E3%82%A4%E3%83%B3%E3%83%88\"><\/span>\u30ed\u30fc\u30ab\u30ebLLM\u3092\u5c0e\u5165\u3059\u308b\u524d\u306b\u62bc\u3055\u3048\u3066\u304a\u304d\u305f\u3044\u30dd\u30a4\u30f3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u610f\u8b58\u3057\u305f\u3044\u306e\u306f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306f\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u5927\u304d\u3044\u307b\u3069\u8ce2\u304f\u306a\u308b\u4e00\u65b9\u3067\u3001\u5fc5\u8981\u306a\u30e1\u30e2\u30ea\uff08VRAM\uff09\u3082\u4e00\u6c17\u306b\u5897\u3048\u307e\u3059\u30027\u301c8B\u30af\u30e9\u30b9\u306a\u3089\u91cf\u5b50\u5316\u3057\u305f\u30e2\u30c7\u30eb\u3067\u4e00\u822c\u7684\u306aPC\u3067\u3082\u52d5\u304b\u305b\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u304c\u300170B\u30af\u30e9\u30b9\u3092\u5feb\u9069\u306b\u52d5\u304b\u3059\u306b\u306f\u5927\u5bb9\u91cf\u30e1\u30e2\u30ea\u3084\u9ad8\u6027\u80fdGPU\u3092\u7a4d\u3093\u3060\u30de\u30b7\u30f3\u304c\u5fc5\u8981\u306b\u306a\u3063\u3066\u304d\u307e\u3059\u3002\u5b9f\u969b\u306e\u5fc5\u8981\u30b9\u30da\u30c3\u30af\u306f\u91cf\u5b50\u5316\u65b9\u5f0f\u3084\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u3001\u5b9f\u884c\u74b0\u5883\u3067\u3082\u5909\u308f\u308a\u307e\u3059\u3002\u300c\u4f55\u306b\u4f7f\u3046\u304b\u300d\u3092\u5148\u306b\u6c7a\u3081\u3066\u304b\u3089\u30e2\u30c7\u30eb\u3068\u30de\u30b7\u30f3\u3092\u9078\u3070\u306a\u3044\u3068\u3001\u601d\u3063\u305f\u3088\u308a\u9045\u304f\u3066\u4f7f\u308f\u308c\u306a\u304f\u306a\u308b\u2026\u3068\u3044\u3046\u60b2\u3057\u3044\u7d50\u679c\u306b\u306a\u308a\u304b\u306d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u30e9\u30a4\u30bb\u30f3\u30b9\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3067\u3059\u3002\u30aa\u30fc\u30d7\u30f3\u306a\u30e2\u30c7\u30eb\u3067\u3082\u5546\u7528\u5229\u7528\u306e\u6761\u4ef6\u306f\u30e2\u30c7\u30eb\u3054\u3068\u306b\u9055\u3046\u306e\u3067\u3001\u5c0e\u5165\u524d\u306b\u5fc5\u305a\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002\u307e\u305f\u300c\u30ed\u30fc\u30ab\u30eb\u3060\u304b\u3089\u5b89\u5168\u300d\u3068\u6cb9\u65ad\u3057\u304c\u3061\u3067\u3059\u304c\u3001Ollama\u306f\u6a19\u6e96\u3067\u306f\u81ea\u5206\u306e\u30de\u30b7\u30f3\uff08localhost\uff09\u304b\u3089\u3057\u304b\u4f7f\u3048\u306a\u3044\u8a2d\u5b9a\u3067\u3059\u304c\u3001LAN\u306b\u516c\u958b\u3057\u3066\u793e\u5185\u304b\u3089\u4f7f\u3046\u5834\u5408\u306f\u3001\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3067\u30a2\u30af\u30bb\u30b9\u5143\u3092\u7d5e\u308a\u3001\u30ea\u30d0\u30fc\u30b9\u30d7\u30ed\u30ad\u30b7\u306a\u3069\u3067\u8a8d\u8a3c\u3092\u8a2d\u3051\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u72b6\u614b\u306b\u3057\u306a\u3044\u306e\u306f\u5927\u524d\u63d0\u3067\u3059\u3002\u30c7\u30fc\u30bf\u3092\u5916\u306b\u51fa\u3055\u306a\u3044\u3068\u3044\u3046\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u8a2d\u8a08\u307e\u3067\u542b\u3081\u3066\u306f\u3058\u3081\u3066\u6210\u308a\u7acb\u3064\u3082\u306e\u3060\u3068\u8003\u3048\u3066\u304a\u3044\u305f\u65b9\u304c\u5b89\u5168\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u4e8b\u4f8b\u3092\u898b\u3066\u3044\u304f\u3068\u3001\u75c5\u9662\u306e\u770b\u8b77\u30b5\u30de\u30ea\u30fc\u3084\u9000\u9662\u30b5\u30de\u30ea\u3001\u9280\u884c\u306e\u4e8b\u52d9\u898f\u5b9a\u3001\u30e1\u30fc\u30ab\u30fc\u306e\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u3001\u81ea\u6cbb\u4f53\u306e\u5bfe\u5fdc\u8a18\u9332\u3068\u3001\u3069\u308c\u3082\u300c\u5916\u306b\u51fa\u305b\u306a\u3044\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u305f\u6587\u66f8\u4f5c\u696d\u300d\u3067\u6210\u679c\u3092\u51fa\u3057\u3066\u3044\u308b\u306e\u304c\u5206\u304b\u308a\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u306e\u751f\u6210AI\u3067\u306f\u624b\u3092\u51fa\u3057\u306b\u304f\u304b\u3063\u305f\u9818\u57df\u3060\u304b\u3089\u3053\u305d\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u4fa1\u5024\u304c\u306f\u3063\u304d\u308a\u51fa\u3066\u3044\u308b\u306e\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001gpt-oss\u3084tsuzumi 2\u306e\u3088\u3046\u306b\u8efd\u304f\u3066\u9ad8\u6027\u80fd\u306a\u30e2\u30c7\u30eb\u304c\u5897\u3048\u3001\u30b5\u30fc\u30d0\u30fc\u3084\u4fdd\u5b88\u8fbc\u307f\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3082\u51fa\u3066\u304d\u305f\u3053\u3068\u3067\u3001\u5c0e\u5165\u306e\u30cf\u30fc\u30c9\u30eb\u306f2024\u5e74\u9803\u3068\u6bd4\u3079\u3066\u304b\u306a\u308a\u4e0b\u304c\u308a\u307e\u3057\u305f\u3002\u500b\u4eba\u958b\u767a\u8005\u3067\u3082\u3001VS Code\u3068Ollama\u306e\u7d44\u307f\u5408\u308f\u305b\u306a\u3089\u4eca\u65e5\u304b\u3089\u3067\u3082\u8a66\u305b\u308b\u74b0\u5883\u304c\u6574\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u3067\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u6700\u5148\u7aef\u306e\u30af\u30e9\u30a6\u30c9\u30e2\u30c7\u30eb\u306e\u5b8c\u5168\u306a\u4ee3\u308f\u308a\u306b\u306a\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6210\u529f\u3057\u3066\u3044\u308b\u4e8b\u4f8b\u306e\u591a\u304f\u306f\u3001\u4eba\u9593\u304c\u6700\u7d42\u78ba\u8a8d\u3059\u308b\u696d\u52d9\u30d5\u30ed\u30fc\u3092\u7d44\u3093\u3067\u3044\u305f\u308a\u3001\u30af\u30e9\u30a6\u30c9\u3068\u306e\u5f79\u5272\u5206\u62c5\u3092\u524d\u63d0\u306b\u3057\u3066\u3044\u305f\u308a\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u300c\u3069\u306e\u30c7\u30fc\u30bf\u3092\u5916\u306b\u51fa\u3057\u305f\u304f\u306a\u3044\u306e\u304b\u300d\u3092\u6d17\u3044\u51fa\u3057\u3001\u305d\u3053\u304b\u3089\u5c0f\u3055\u304f\u8a66\u3057\u3066\u3044\u304f\u306e\u304c\u3001\u30ed\u30fc\u30ab\u30ebLLM\u5c0e\u5165\u306e\u3044\u3061\u3070\u3093\u306e\u8fd1\u9053\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%80%90%E5%8F%82%E8%80%83%E6%96%87%E7%8C%AE%E3%80%91\"><\/span>\u3010\u53c2\u8003\u6587\u732e\u3011<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.jri.co.jp\/page.jsp?id=111723\" target=\"_blank\" rel=\"noopener\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u53ef\u80fd\u6027 &#8211; \u30aa\u30fc\u30d7\u30f3\u306a\u30e2\u30c7\u30eb\u304c\u62d3\u304fAI\u6d3b\u7528\u306e\u5c55\u671b -\uff08\u65e5\u672c\u7dcf\u5408\u7814\u7a76\u6240\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/cloud.watch.impress.co.jp\/docs\/news\/1580417.html\" target=\"_blank\" rel=\"noopener\">\u30aa\u30d7\u30c6\u30a3\u30e0\u3001LLM\u300cOPTiM AI\u300d\u3092\u96fb\u5b50\u30ab\u30eb\u30c6\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3057\u3066\u81e8\u5e8a\u73fe\u5834\u306b\u5c0e\u5165\uff08\u30af\u30e9\u30a6\u30c9 Watch\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.atpress.ne.jp\/news\/576361\" target=\"_blank\" rel=\"noopener\">\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u751f\u6210AI\u306b\u3088\u308b\u770b\u8b77\u30b5\u30de\u30ea\u30fc\u81ea\u52d5\u4f5c\u6210\u306e\u6709\u52b9\u6027\u3092\u5b9f\u8a3c\uff08@Press\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/jp.ext.hp.com\/techdevice\/technology\/oda-ai-kango-summary\/\" target=\"_blank\" rel=\"noopener\">\u7e54\u7530\u75c5\u9662\u300cOPTiM AI \u30db\u30b9\u30d4\u30bf\u30eb\u300d\u5c0e\u5165\u4e8b\u4f8b\uff08\u65e5\u672cHP\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.mie-u.ac.jp\/news\/topics\/item\/44f3917de8222840fc7d34ffe489f0a5.pdf\" target=\"_blank\" rel=\"noopener\">\u4e09\u91cd\u5927\u5b66\u533b\u5b66\u90e8\u9644\u5c5e\u75c5\u9662 tsuzumi\u5b9f\u8a3c\u5b9f\u9a13\u306b\u95a2\u3059\u308b\u304a\u77e5\u3089\u305b\uff08\u4e09\u91cd\u5927\u5b66\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ascii.jp\/elem\/000\/004\/263\/4263996\/\" target=\"_blank\" rel=\"noopener\">\u3042\u304a\u305e\u3089\u9280\u884c x neoAI \u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u578b\u6b21\u4e16\u4ee3AI\u57fa\u76e4\u69cb\u7bc9\u306b\u5411\u3051\u3066\u3001\u91d1\u878d\u30fb\u884c\u5185\u7279\u5316LLM\u3092\u958b\u767a\uff08ASCII.jp\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/news.panasonic.com\/jp\/press\/jn240702-3\" target=\"_blank\" rel=\"noopener\">\u30d1\u30ca\u30bd\u30cb\u30c3\u30afHD\u3068\u30b9\u30c8\u30c3\u30af\u30de\u30fc\u30af\u3001\u300cPanasonic-LLM-100b\u300d\u958b\u767a\u3067\u5354\u696d\uff08\u30d1\u30ca\u30bd\u30cb\u30c3\u30af\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.meti.go.jp\/policy\/mono_info_service\/geniac\/geniac_magazine\/usecase_01.html\" target=\"_blank\" rel=\"noopener\">\u3010Use Case vol.1\u3011\u30d1\u30ca\u30bd\u30cb\u30c3\u30afHD\u00d7\u30b9\u30c8\u30c3\u30af\u30de\u30fc\u30af\uff08\u7d4c\u6e08\u7523\u696d\u7701 GENIAC\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/businessnetwork.jp\/?p=22863\" target=\"_blank\" rel=\"noopener\">NTT\u897f\u3068\u5c71\u53e3\u770c\u3001\u6a5f\u5fae\u30c7\u30fc\u30bf\u3092\u6271\u3046\u696d\u52d9\u3078\u306eLLM\u300ctsuzumi\u300d\u6d3b\u7528\u306b\u95a2\u3059\u308b\u5b9f\u8a3c\u5b9f\u9a13\uff08BUSINESS NETWORK\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/group.ntt\/jp\/newsrelease\/2025\/10\/20\/251020a.html\" target=\"_blank\" rel=\"noopener\">\u66f4\u306a\u308b\u9032\u5316\u3092\u9042\u3052\u305fNTT\u7248LLM tsuzumi 2\u306e\u63d0\u4f9b\u958b\u59cb\uff08NTT\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.yakuji.co.jp\/entry138535.html\" target=\"_blank\" rel=\"noopener\">\u300cPrivate AI Platform on PRIMERGY\u300d\u3067\u300ctsuzumi 2\u300d\u304c\u5229\u7528\u53ef\u80fd\u306b\uff08\u85ac\u4e8b\u65e5\u5831\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/pc.watch.impress.co.jp\/docs\/news\/2037259.html\" target=\"_blank\" rel=\"noopener\">OpenAI\u3001\u30ed\u30fc\u30ab\u30eb\u3067\u52d5\u304f\u300cgpt-oss\u300d\u3002\u5b8c\u5168\u7121\u6599\u3067\u5546\u7528\u5229\u7528\u3082\u53ef\uff08PC Watch\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/zenn.dev\/satoru_o\/articles\/ccbd9ee392d23a\" target=\"_blank\" rel=\"noopener\">Continue.dev + Ollama\u3067\u30ed\u30fc\u30ab\u30eb\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u4f5c\u3063\u3066\u307f\u305f\u8a71\uff08Zenn\uff09<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/crystal-method.com\/blog\/local-llm-setup\/\" target=\"_blank\" rel=\"noopener\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5c0e\u5165\uff5c\u59cb\u3081\u65b9\u3068\u304a\u3059\u3059\u3081\u30c4\u30fc\u30eb\u30102026\u5e74\u7248\u3011\uff08\u30af\u30ea\u30b9\u30bf\u30eb\u30e1\u30bd\u30c3\u30c9\uff09<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>ChatGPT\u3084Claude\u306e\u3088\u3046\u306a\u30af\u30e9\u30a6\u30c9\u306e\u751f\u6210AI\u306f\u3068\u3066\u3082\u4fbf\u5229\u3067\u3059\u304c\u3001\u300c\u793e\u5185\u8cc7\u6599\u3084\u9867\u5ba2\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u9001\u3063\u3066\u3044\u3044\u306e\u304b\uff1f\u300d\u3068\u3044\u3046\u58c1\u306b\u3076\u3064\u304b\u308b\u5834\u9762\u306f\u307e\u3041\u307e\u3041\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u6700\u8fd1\u3088\u304f\u8033\u306b\u3059\u308b\u306e\u304c\u3001\u624b\u5143\u306ePC\u3084\u793e\u5185\u30b5 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":7947,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[71],"tags":[125,99,156,157,39,155],"class_list":["post-7946","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-engineering-news","tag-ai","tag-99","tag-156","tag-157","tag-39","tag-155"],"_links":{"self":[{"href":"https:\/\/engineering.webstudio168.jp\/blog\/wp-json\/wp\/v2\/posts\/7946","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/engineering.webstudio168.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/engineering.webstudio168.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.webstudio168.jp\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/engineering.webstudio168.jp\/blog\/wp-json\/wp\/v2\/comments?post=7946"}],"version-history":[{"count":1,"href":"https:\/\/engineering.webstudio168.jp\/blog\/wp-json\/wp\/v2\/posts\/7946\/revisions"}],"predecessor-version":[{"id":7948,"href":"https:\/\/engineering.webstudio168.jp\/blog\/wp-json\/wp\/v2\/posts\/7946\/revisions\/7948"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/engineering.webstudio168.jp\/blog\/wp-json\/wp\/v2\/media\/7947"}],"wp:attachment":[{"href":"https:\/\/engineering.webstudio168.jp\/blog\/wp-json\/wp\/v2\/media?parent=7946"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/engineering.webstudio168.jp\/blog\/wp-json\/wp\/v2\/categories?post=7946"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/engineering.webstudio168.jp\/blog\/wp-json\/wp\/v2\/tags?post=7946"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}