{"id":52391,"date":"2026-08-25T21:14:10","date_gmt":"2026-08-25T12:14:10","guid":{"rendered":"https:\/\/overcentral.com\/ja\/?p=52391"},"modified":"2026-08-25T21:14:10","modified_gmt":"2026-08-25T12:14:10","slug":"fastino-gliner2-5-release-52391","status":"publish","type":"post","link":"https:\/\/overcentral.com\/ja\/fastino-gliner2-5-release-52391\/","title":{"rendered":"Fastino\u3001\u60c5\u5831\u62bd\u51fa\u306e\u30b9\u30d1\u30f3\u5217\u6319\u3092\u6392\u9664\u3057\u305fGLiNER2.5\u3092\u516c\u958b"},"content":{"rendered":"<p>\u60c5\u5831\u62bd\u51fa\u306e\u5206\u91ce\u3067\u306f\u3001\u5c0f\u3055\u306a\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u30e2\u30c7\u30eb\u306f\u4f4e\u30b3\u30b9\u30c8\u3060\u304c\u67d4\u8edf\u6027\u306b\u6b20\u3051\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u67d4\u8edf\u3060\u304c\u6587\u66f8\u3042\u305f\u308a\u306e\u30b3\u30b9\u30c8\u304c\u9ad8\u3044\u3068\u3044\u3046\u30b8\u30ec\u30f3\u30de\u304c\u5e38\u306b\u3064\u304d\u307e\u3068\u3046\u3002\u3053\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u89e3\u6d88\u3059\u308b\u305f\u3081\u3001Fastino\u306f\u65b0\u305f\u306a\u60c5\u5831\u62bd\u51fa\u30e2\u30c7\u30eb\u300cGLiNER2.5\u300d\u3092\u516c\u958b\u3057\u305f\u3002\u6700\u5927\u306e\u5909\u66f4\u70b9\u306f\u3001\u5f93\u6765\u306e\u300c\u30b9\u30d1\u30f3\u5217\u6319\u300d\u65b9\u5f0f\u3092\u5ec3\u6b62\u3057\u3001\u300c\u5883\u754c\u4e88\u6e2c\u300d\u65b9\u5f0f\u3078\u3068\u79fb\u884c\u3057\u305f\u70b9\u306b\u3042\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u6700\u5927\u5e45\u5236\u9650\u304c\u64a4\u5ec3\u3055\u308c\u30014,096\u30ef\u30fc\u30c9\u3068\u3044\u3046\u9577\u6587\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u51e6\u7406\u53ef\u80fd\u306b\u306a\u3063\u305f\u3060\u3051\u3067\u306a\u304f\u3001\u8a08\u7b97\u91cf\u304c\u30b7\u30fc\u30b1\u30f3\u30b9\u9577\u306b\u5bfe\u3057\u3066\u7dda\u5f62\u306b\u6291\u3048\u3089\u308c\u308b\u3002\u3055\u3089\u306b\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u95a2\u4fc2\u6027\u306e\u540c\u6642\u62bd\u51fa\u3001\u30af\u30ed\u30b9\u30bf\u30b9\u30af\u306e\u30e9\u30d9\u30eb\u5236\u7d04\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3054\u3068\u306e\u5c5e\u6027\u4ed8\u4e0e\u3068\u3044\u3063\u305f\u9ad8\u5ea6\u306a\u6a5f\u80fd\u304c\u3001\u5358\u4e00\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u5b9f\u73fe\u3055\u308c\u305f\u3002Hugging Face\u4e0a\u3067\u306f\u3001Apache 2.0\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u3082\u3068\u300174M\u3001194M\u3001287M\u30d1\u30e9\u30e1\u30fc\u30bf\u306e3\u7a2e\u985e\u306e\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<h2 id=\"h-what-is-gliner2.5\">GLiNER2.5\u3068\u306f\u2014\u2014\u30b9\u30d1\u30f3\u5217\u6319\u3092\u6392\u9664\u3057\u305f\u7406\u7531<\/h2>\n<p>\u5f93\u6765\u306eGLiNER\u30e2\u30c7\u30eb\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u7279\u5b9a\u3059\u308b\u969b\u306b\u3001\u3059\u3079\u3066\u306e\u958b\u59cb\u4f4d\u7f6e\u3068\u53ef\u80fd\u306a\u5e45\u306e\u7d44\u307f\u5408\u308f\u305b\u3092\u5217\u6319\u3057\u3001\u305d\u308c\u305e\u308c\u3092\u30b9\u30ad\u30fc\u30de\u306b\u5bfe\u3057\u3066\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3059\u308b\u65b9\u5f0f\u3092\u63a1\u7528\u3057\u3066\u3044\u305f\u3002\u3053\u306e\u300c\u30b9\u30d1\u30f3\u5217\u6319\u300d\u65b9\u5f0f\u306f\u3001\u8a08\u7b97\u91cf\u304c\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u6700\u5927\u5e45\uff08W\uff09\u306b\u4f9d\u5b58\u3059\u308b\u3068\u3044\u3046\u672c\u8cea\u7684\u306a\u5236\u7d04\u3092\u62b1\u3048\u3066\u3044\u305f\u3002\u305f\u3068\u3048\u3070\u3001\u6700\u5927\u5e45\u309212\u30ef\u30fc\u30c9\u306b\u8a2d\u5b9a\u3057\u305f\u5834\u5408\u300113\u30ef\u30fc\u30c9\u4ee5\u4e0a\u306e\u9577\u3044\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306f\u8a55\u4fa1\u5bfe\u8c61\u306b\u3059\u3089\u306a\u3089\u305a\u3001\u69cb\u9020\u7684\u306b\u898b\u9003\u3055\u308c\u308b\u3002\u305d\u3057\u3066\u3001\u6700\u5927\u5e45\u3092\u5e83\u3052\u308c\u3070\u5e83\u3052\u308b\u307b\u3069\u3001\u8a55\u4fa1\u3059\u3079\u304d\u5019\u88dc\u30b9\u30d1\u30f3\u304c\u7206\u767a\u7684\u306b\u5897\u52a0\u3059\u308b\u3002<\/p>\n<p>GLiNER2.5\u306f\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u6839\u672c\u304b\u3089\u898b\u76f4\u3057\u305f\u3002\u5171\u6709\u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u304c\u30c6\u30ad\u30b9\u30c8\u3068\u30b9\u30ad\u30fc\u30de\u30af\u30a8\u30ea\u3092\u4e00\u5ea6\u306b\u51e6\u7406\u3059\u308b\u70b9\u306f\u5909\u308f\u3089\u306a\u3044\u304c\u3001\u305d\u306e\u5f8c\u306f\u30b9\u30d1\u30f3\u5168\u4f53\u3092\u8a55\u4fa1\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u30c8\u30fc\u30af\u30f3\u306e\u5883\u754c\u306b\u304a\u3051\u308b\u300c\u958b\u59cb\u30b9\u30b3\u30a2\u300d\u3068\u300c\u7d42\u4e86\u30b9\u30b3\u30a2\u300d\u3001\u3055\u3089\u306b\u30c8\u30fc\u30af\u30f3\u5185\u90e8\u306e\u30b9\u30b3\u30a2\u3092\u4e88\u6e2c\u3059\u308b\u3002\u758e\u306a\u63d0\u6848\u6bb5\u968e\u3067\u3001\u30af\u30a8\u30ea\u3054\u3068\u306b\u6700\u3082\u6709\u671b\u306a\u958b\u59cb\u70b9\u3068\u7d42\u4e86\u70b9\u3092\u9078\u3073\u51fa\u3057\u3001\u8ddd\u96e2\u306e\u5236\u9650\u306a\u3057\u306b\u30da\u30a2\u30ea\u30f3\u30b0\u3059\u308b\u3002\u305d\u306e\u5f8c\u3001\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u30d8\u30c3\u30c9\u304c\u5883\u754c\u60c5\u5831\u3068\u30b9\u30d1\u30f3\u5185\u5bb9\u3092\u8003\u616e\u3057\u3066\u5404\u5019\u88dc\u3092\u8a55\u4fa1\u3059\u308b\u3002\u95a2\u4fc2\u6027\u306e\u5019\u88dc\u3082\u3001\u5225\u7d4c\u8def\u3067\u306f\u306a\u304f\u540c\u4e00\u306e\u30d7\u30fc\u30eb\u304b\u3089\u62bd\u51fa\u3055\u308c\u308b\u3002<\/p>\n<p>\u3053\u306e\u8a2d\u8a08\u306b\u3088\u308a\u3001\u8a08\u7b97\u91cf\u306f\u56fa\u5b9a\u30b9\u30ad\u30fc\u30de\u3068\u5019\u88dc\u4e88\u7b97\u306b\u5bfe\u3057\u3066\u30b7\u30fc\u30b1\u30f3\u30b9\u9577\u306b\u7dda\u5f62\u3068\u306a\u308b\u3002\u904e\u53bb\u306b\u4e0d\u53ef\u80fd\u3060\u3063\u305f40\u30ef\u30fc\u30c9\u306e\u5951\u7d04\u6761\u9805\u3067\u3042\u3063\u3066\u3082\u30012\u30ef\u30fc\u30c9\u306e\u56fa\u6709\u540d\u8a5e\u3068\u540c\u3058\u30b3\u30b9\u30c8\u3067\u6b63\u78ba\u306b\u62bd\u51fa\u3067\u304d\u308b\u3002<\/p>\n<h2 id=\"h-5-capabilities\">\u30b9\u30d1\u30f3\u5217\u6319\u5ec3\u6b62\u304c\u3082\u305f\u3089\u3057\u305f5\u3064\u306e\u5b9f\u7528\u7684\u80fd\u529b<\/h2>\n<p>\u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u5909\u66f4\u306f\u3001\u5358\u306a\u308b\u52b9\u7387\u5316\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u5b9f\u904b\u7528\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u8907\u6570\u306e\u65b0\u6a5f\u80fd\u3092\u53ef\u80fd\u306b\u3057\u305f\u3002<\/p>\n<h3>1. \u9577\u6587\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u62bd\u51fa\uff084,096\u30ef\u30fc\u30c9\u5bfe\u5fdc\uff09<\/h3>\n<p>\u660e\u793a\u7684\u306a\u30b9\u30d1\u30f3\u8868\u73fe\u3092\u6392\u9664\u3057\u305f\u3053\u3068\u3067\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u304c\u524a\u6e1b\u3055\u308c\u3001\u6700\u59274,096\u30ef\u30fc\u30c9\u306e\u30b7\u30fc\u30b1\u30f3\u30b9\u3067\u5b66\u7fd2\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u3002\u516c\u958b\u3055\u308c\u305f\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u306f<code>max_len=4096<\/code>\u3067\u51fa\u8377\u3055\u308c\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u306f<code>extract_entities_long<\/code>\u3084<code>extract_long<\/code>\u3068\u3044\u3063\u305f\u30cd\u30a4\u30c6\u30a3\u30d6\u306e\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u88dc\u52a9\u6a5f\u80fd\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3002\u3053\u308c\u3089\u306e\u95a2\u6570\u306f\u3001\u5206\u5272\u3055\u308c\u305f\u30bb\u30b0\u30e1\u30f3\u30c8\u306e\u30b9\u30d1\u30f3\u3092\u5143\u306e\u6587\u66f8\u306e\u6587\u5b57\u4f4d\u7f6e\u306b\u81ea\u52d5\u7684\u306b\u518d\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u3002<\/p>\n<h3>2. \u7121\u5236\u9650\u306e\u30b9\u30d1\u30f3\u9577<\/h3>\n<p>GLiNER2\u3067\u306f\u30b9\u30d1\u30f3\u306f\u56fa\u5b9a\u5e45\uff08\u901a\u5e3812\u30ef\u30fc\u30c9\u7a0b\u5ea6\uff09\u307e\u3067\u3057\u304b\u5217\u6319\u3055\u308c\u306a\u304b\u3063\u305f\u305f\u3081\u3001\u305d\u308c\u3088\u308a\u9577\u3044\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306f\u8a55\u4fa1\u306e\u5bfe\u8c61\u5916\u3060\u3063\u305f\u3002GLiNER2.5\u3067\u306f\u3001\u30b9\u30d1\u30f3\u306f\u6700\u521d\u306e\u30c8\u30fc\u30af\u30f3\u3067\u958b\u304b\u308c\u3001\u6700\u5f8c\u306e\u30c8\u30fc\u30af\u30f3\u3067\u9589\u3058\u3089\u308c\u308b\u3002\u9577\u5927\u306a\u5951\u7d04\u6761\u9805\u3082\u3001\u77ed\u3044\u56fa\u6709\u540d\u8a5e\u3068\u307e\u3063\u305f\u304f\u540c\u3058\u30b3\u30b9\u30c8\u3067\u51e6\u7406\u3055\u308c\u308b\u3002<\/p>\n<h3>3. \u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u95a2\u4fc2\u6027\u306e\u540c\u6642\u62bd\u51fa\uff08\u30b8\u30e7\u30a4\u30f3\u30c8IE\uff09<\/h3>\n<p>\u30e6\u30fc\u30b6\u30fc\u306f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30bf\u30a4\u30d7\u3001\u578b\u4ed8\u304d\u95a2\u4fc2\u3001\u69cb\u9020\u30eb\u30fc\u30eb\uff08<code>unique_head=True<\/code>\u3001<code>no_self_loops()<\/code>\u306a\u3069\uff09\u3092\u5ba3\u8a00\u3059\u308b\u3060\u3051\u3067\u3001\u30d3\u30fc\u30e0\u30b5\u30fc\u30c1\u304c\u30b0\u30ed\u30fc\u30d0\u30eb\u306b\u4e00\u8cab\u3057\u305f\u77e5\u8b58\u30b0\u30e9\u30d5\u3092\u7d44\u307f\u7acb\u3066\u308b\u3002\u4e0d\u6b63\u306a\u7d44\u307f\u5408\u308f\u305b\u306f\u6700\u521d\u304b\u3089\u8003\u616e\u3055\u308c\u306a\u3044\u305f\u3081\u3001\u51fa\u529b\u306f\u69cb\u9020\u7684\u306b\u59a5\u5f53\u6027\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u3002<\/p>\n<h3>4. \u5236\u7d04\u4ed8\u304d\u5206\u985e\uff08\u30af\u30ed\u30b9\u30bf\u30b9\u30af\u30e9\u30d9\u30eb\u5236\u7d04\uff09<\/h3>\n<p><code>C.implies<\/code>\uff08\u8ad6\u7406\u542b\u610f\uff09\u3068<code>C.excludes<\/code>\uff08\u6392\u4ed6\u7684\u5236\u7d04\uff09\u3068\u3044\u3046\u30eb\u30fc\u30eb\u306b\u3088\u308a\u3001\u30c7\u30b3\u30fc\u30c9\u4e2d\u306b\u30e9\u30d9\u30eb\u9593\u306e\u5236\u7d04\u3092\u8ab2\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u305f\u3068\u3048\u3070\u3001Fastino\u81ea\u8eab\u304c\u958b\u767a\u3057\u305f\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u30e2\u30c7\u30eb\u300cGLiGuard\u300d\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u306f\u3001\u300c\u5b89\u5168\u300d\u3068\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u300d\u304c\u540c\u6642\u306b\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u308b\u3088\u3046\u306a\u77db\u76fe\u3092\u9632\u6b62\u3059\u308b\u3002\u5b9f\u884c\u53ef\u80fd\u306a\u30e9\u30d9\u30eb\u5272\u308a\u5f53\u3066\u304c\u5b58\u5728\u3057\u306a\u3044\u5834\u5408\u3001\u30c7\u30b3\u30fc\u30c0\u30fc\u306f\u30a8\u30e9\u30fc\u3092\u8fd4\u3059\u3002<\/p>\n<h3>5. \u30b9\u30d1\u30f3\u5c5e\u6027\u306e\u4ed8\u4e0e<\/h3>\n<p>\u7279\u5b9a\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30bf\u30a4\u30d7\u306b\u5bfe\u3057\u3066<code>applies_to<\/code>\u3067\u7d10\u4ed8\u3051\u305f\u5c5e\u6027\u30b0\u30eb\u30fc\u30d7\uff08\u4f8b\uff1a\u611f\u60c5\u5206\u6790\u306e\u30e9\u30d9\u30eb\uff09\u3092\u3001\u30b9\u30d1\u30f3\u3054\u3068\u306b\u540c\u4e00\u30d5\u30a9\u30ef\u30fc\u30c9\u30d1\u30b9\u5185\u3067\u30c7\u30b3\u30fc\u30c9\u3059\u308b\u3002\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306f\u30d5\u30e9\u30c3\u30c8\u306a\u30e9\u30d9\u30eb\u3067\u306f\u306a\u304f\u3001\u5c5e\u6027\u60c5\u5831\u3092\u542b\u3093\u3060\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u3057\u3066\u8fd4\u3055\u308c\u308b\u3002<\/p>\n<h2 id=\"h-benchmarks\">\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u7d50\u679c\u2014\u2014XNLI\u306724.75\u30dd\u30a4\u30f3\u30c8\u306e\u5927\u5e45\u6539\u5584<\/h2>\n<p>Fastino\u306f\u300116\u306e\u516c\u958b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u305f\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u8a55\u4fa1\u3092\u5b9f\u65bd\u3057\u3001\u540c\u7b49\u30b5\u30a4\u30ba\u306eGLiNER2\u3068\u306e\u30de\u30af\u30edF1\u30b9\u30b3\u30a2\u3092\u6bd4\u8f03\u3057\u3066\u3044\u308b\u3002<\/p>\n<p>\u5168\u4f53\u5e73\u5747\u3067\u306f\u3001GLiNER2.5 Multi\uff08\u591a\u8a00\u8a9e\u7248\uff09\u304c56.17\u3092\u8a18\u9332\u3057\u3001GLiNER2 Multi\u306e56.09\u3092\u308f\u305a\u304b\u306b\u4e0a\u56de\u3063\u305f\u3002GLiNER2.5 Base\u306f54.87\u3067\u300153.34\u306eGLiNER2 Base\u304b\u3089\u6539\u5584\u3057\u3066\u3044\u308b\u3002\u7279\u306b\u6ce8\u76ee\u3059\u3079\u304d\u306fXNLI\u306b\u304a\u3051\u308b\u7d50\u679c\u3067\u3001Multi\u7248\u306f37.55\u304b\u308962.30\u3078\u3068<strong>24.75\u30dd\u30a4\u30f3\u30c8&lt;\/strong\u3082\u306e\u5927\u5e45\u306a\u5411\u4e0a\u3092\u793a\u3057\u305f\u3002Few-NERD\u3067\u3082Base\u7248\u304c47.22\u304b\u308955.14\u3078\u3068\u6539\u5584\u3002\u3055\u3089\u306b\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u30eb\u30fc\u30de\u30cb\u30a2\u8a9e\u306eRONEC\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u304a\u3044\u3066\u3082\u3001\u4e21\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u30b9\u30b3\u30a2\u304c\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001\u8a00\u8a9e\u6a2a\u65ad\u7684\u306a\u6c4e\u5316\u6027\u80fd\u306e\u9ad8\u3055\u304c\u793a\u3055\u308c\u305f\u3002<\/p>\n<h2 id=\"h-deployment\">\u30c7\u30d7\u30ed\u30a4\u65b9\u6cd5\u2014\u2014\u30bb\u30eb\u30d5\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u304c\u57fa\u672c<\/h2>\n<p>GLiNER2.5\u306f\u3001Apache 2.0\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u3068\u3057\u3066Hugging Face\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3002\u30ed\u30fc\u30ab\u30eb\u63a8\u8ad6\u306fPython 3.10\u4ee5\u4e0a\u306e\u74b0\u5883\u3067<code>pip install \"gliner2[local]\"<\/code>\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001CPU\u3001CUDA\u3001MPS\uff08Apple Silicon\uff09\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u3002\u73fe\u6642\u70b9\u3067\u306f\u3001\u5916\u90e8\u306e\u63a8\u8ad6\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u3092\u30db\u30b9\u30c8\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u30c7\u30d7\u30ed\u30a4\u30d1\u30b9\u306f\u4e8b\u5b9f\u4e0a\u30bb\u30eb\u30d5\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3068\u306a\u308b\u3002<\/p>\n<p>74M\u30d1\u30e9\u30e1\u30fc\u30bf\u3068194M\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u306f\u6a19\u6e96\u7684\u306aCPU\u30dc\u30c3\u30af\u30b9\u3067\u3082\u5b9f\u884c\u53ef\u80fd\u306a\u305f\u3081\u3001GPU\u4e88\u7b97\u306e\u306a\u3044\u5c11\u4eba\u6570\u30c1\u30fc\u30e0\u3067\u3082\u60c5\u5831\u62bd\u51fa\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3002\u5927\u898f\u6a21\u7d44\u7e54\u306b\u3068\u3063\u3066\u306f\u3001\u30c8\u30fc\u30af\u30f3\u5358\u4f4d\u3067\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308bLLM\u62bd\u51fa\u306b\u4ee3\u308f\u308b\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u53ef\u80fd\u3067\u5b8c\u5168\u306b\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u306a\u4ee3\u66ff\u624b\u6bb5\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u308b\u3002<\/p>\n<p>\u9069\u3057\u305f\u7523\u696d\u5206\u91ce\u3068\u3057\u3066\u306f\u3001\u6cd5\u52d9\u30fb\u5951\u7d04\u696d\u52d9\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u30fb\u81e8\u5e8a\u6587\u66f8\u3001\u91d1\u878d\u30b5\u30fc\u30d3\u30b9\u3001\u4fdd\u967a\u8acb\u6c42\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u3001AI\u30bb\u30fc\u30d5\u30c6\u30a3\u30c4\u30fc\u30eb\u306a\u3069\u304c\u60f3\u5b9a\u3055\u308c\u3066\u3044\u308b\u3002\u5177\u4f53\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u3001PII\uff08\u500b\u4eba\u8b58\u5225\u60c5\u5831\uff09\u306e\u691c\u51fa\u3068\u30de\u30b9\u30ad\u30f3\u30b0\u3001\u5951\u7d04\u6761\u9805\u306e\u62bd\u51fa\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30e1\u30e2\u30ea\u7528\u306e\u77e5\u8b58\u30b0\u30e9\u30d5\u69cb\u7bc9\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304a\u3088\u3073\u30e2\u30c7\u30eb\u306e\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u5206\u985e\u3001\u5426\u5b9a\u8868\u73fe\u3084\u6295\u4e0e\u91cf\u3068\u3044\u3063\u305f\u5c5e\u6027\u4ed8\u304d\u306e\u81e8\u5e8a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\u306a\u3069\u304c\u6319\u3052\u3089\u308c\u308b\u3002<\/p>\n<h2 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