{"id":101021,"date":"2024-09-02T09:12:38","date_gmt":"2024-09-02T00:12:38","guid":{"rendered":"https:\/\/aicomachi.com\/?p=96"},"modified":"2024-09-02T09:12:38","modified_gmt":"2024-09-02T00:12:38","slug":"whatisllm","status":"publish","type":"post","link":"https:\/\/comachilab.jp\/blog\/whatisllm\/","title":{"rendered":"LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\uff01\u7c21\u5358\u306a\u4ed5\u7d44\u307f\u30fb\u7a2e\u985e\u30fb\u6d3b\u7528\u4e8b\u4f8b\u3092\u7d39\u4ecb\uff01"},"content":{"rendered":"\n\n\n

\u306f\u3058\u3081\u306b<\/h2>\n\n\n\n

AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u306e\u9032\u5316\u304c\u76ee\u899a\u307e\u3057\u3044\u4e2d\u3067\u3001LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306bChatGPT\u3084Gemini\u306a\u3069\u306e\u751f\u6210AI\u306e\u57fa\u76e4\u6280\u8853\u3068\u3057\u3066\u3001\u591a\u304f\u306e\u5206\u91ce\u3067\u5229\u7528\u3055\u308c\u59cb\u3081\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001LLM\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u3084\u305d\u306e\u6d3b\u7528\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001\u307e\u3060\u591a\u304f\u306e\u4eba\u304c\u7406\u89e3\u3057\u3066\u3044\u306a\u3044\u90e8\u5206\u304c\u3042\u308a\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001LLM\u306e\u57fa\u672c\u7684\u306a\u6982\u5ff5\u3084\u4ed5\u7d44\u307f\u3001\u7a2e\u985e\u3001\u305d\u3057\u3066\u6d3b\u7528\u4e8b\u4f8b\u306b\u3064\u3044\u3066\u3001\u308f\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u306f\uff1f<\/h2>\n\n\n\n

LLM\uff08Large Language Models\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u306f\u3001\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u4eba\u9593\u306e\u8a00\u8a9e\u3092\u7406\u89e3\u3057\u3001\u751f\u6210\u3059\u308bAI\u30e2\u30c7\u30eb\u306e\u3053\u3068\u3067\u3059\u3002ChatGPT\u3084Gemini\u3068\u3044\u3063\u305f\u751f\u6210AI\u306f\u3001\u307e\u3055\u306b\u3053\u306eLLM\u6280\u8853\u3092\u57fa\u76e4\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3066\u3044\u307e\u3059\u30022023\u5e74\u306f\u300cAI\u5143\u5e74\u300d\u3068\u3082\u547c\u3070\u308c\u3001AI\u306e\u5c0e\u5165\u304c\u52a0\u901f\u3057\u3066\u3044\u308b\u4e2d\u3067\u3001LLM\u306f\u305d\u306e\u4e2d\u5fc3\u7684\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068LLM\u306e\u9055\u3044<\/h3>\n\n\n\n
\u9805\u76ee<\/strong><\/th>LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09<\/strong><\/th>\u8a00\u8a9e\u30e2\u30c7\u30eb<\/strong><\/th><\/tr><\/thead>
\u5b9a\u7fa9<\/td>\u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3067\u8a13\u7df4\u3055\u308c\u305fAI\u30e2\u30c7\u30eb<\/td>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u8a00\u8a9e\u3092\u7406\u89e3\u3057\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u57fa\u76e4\u6280\u8853<\/td><\/tr>
\u30c7\u30fc\u30bf\u91cf<\/td>\u6570\u767e\u4e07\uff5e\u6570\u5341\u5104\u306e\u5358\u8a9e<\/td>\u4e00\u822c\u7684\u306b\u5c11\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf<\/td><\/tr>
\u76ee\u7684<\/td>\u9ad8\u5ea6\u306a\u30c6\u30ad\u30b9\u30c8\u7406\u89e3\u30fb\u751f\u6210<\/td>\u57fa\u672c\u7684\u306a\u30c6\u30ad\u30b9\u30c8\u7406\u89e3\u30fb\u751f\u6210<\/td><\/tr>
\u4f7f\u7528\u4f8b<\/td>ChatGPT\u3001Gemini\u3001BERT\u3001GPT-4<\/td>\u30b9\u30de\u30db\u306e\u4e88\u6e2c\u5909\u63db\u3001\u7c21\u6613\u7684\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u751f\u6210AI\u3068\u306e\u9055\u3044<\/h3>\n\n\n\n

LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u751f\u6210AI\u306f\u3088\u304f\u6df7\u540c\u3055\u308c\u307e\u3059\u304c\u3001\u53b3\u5bc6\u306b\u306f\u7570\u306a\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u8868\u3067\u305d\u306e\u9055\u3044\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u9805\u76ee<\/strong><\/th>LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09<\/strong><\/th>\u751f\u6210AI<\/strong><\/th><\/tr><\/thead>
\u76ee\u7684<\/td>\u81ea\u7136\u8a00\u8a9e\u306e\u51e6\u7406\u3068\u7406\u89e3<\/td>\u65b0\u3057\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u751f\u6210<\/td><\/tr>
\u57fa\u672c\u6280\u8853<\/td>\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u30e2\u30c7\u30eb<\/td>\u751f\u6210\u30e2\u30c7\u30eb\uff08\u4f8b\uff1aGANs\u3001VAE\uff09<\/td><\/tr>
\u4f7f\u7528\u4f8b<\/td>\u30c6\u30ad\u30b9\u30c8\u8981\u7d04\u3001\u7ffb\u8a33\u3001\u8cea\u554f\u5fdc\u7b54<\/td>\u753b\u50cf\u751f\u6210\u3001\u97f3\u697d\u751f\u6210\u3001\u6587\u7ae0\u751f\u6210<\/td><\/tr>
\u51fa\u529b\u5f62\u5f0f<\/td>\u30c6\u30ad\u30b9\u30c8<\/td>\u753b\u50cf\u3001\u97f3\u697d\u3001\u30c6\u30ad\u30b9\u30c8<\/td><\/tr>
\u4ee3\u8868\u4f8b<\/td>GPT-3.5\u3001GPT-4\u3001BERT\u3001Gemini 1.5<\/td>ChatGPT\u3001DALL-E\u3001Gemini\u3001Midjourney<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

LLM\u306e\u7c21\u5358\u306a\u4ed5\u7d44\u307f<\/h2>\n\n\n\n

LLM\u306e\u4ed5\u7d44\u307f\u306f\u3001\u4ee5\u4e0b\u306e4\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

    \n
  1. \u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u524d\u51e6\u7406<\/strong>
    \u5927\u91cf\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u4e0d\u8981\u306a\u60c5\u5831\u3092\u524a\u9664\u3001\u6b63\u898f\u5316\u3001\u30c8\u30fc\u30af\u30f3\u5316\uff08\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u3092\u8b58\u5225\u53ef\u80fd\u306a\u5358\u4f4d\u306b\u5206\u5272\uff09\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001AI\u304c\u8a00\u8a9e\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u3084\u3059\u304f\u3057\u307e\u3059\u3002<\/li>\n\n\n\n
  2. \u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u69cb\u7bc9<\/strong>
    \u4eba\u9593\u306e\u8133\u306e\u795e\u7d4c\u7d30\u80de\u3092\u6a21\u5023\u3057\u305f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u3001\u5165\u529b\u30c7\u30fc\u30bf\u3092\u591a\u5c64\u306e\u300c\u30cb\u30e5\u30fc\u30ed\u30f3\u300d\u3067\u51e6\u7406\u3057\u307e\u3059\u3002\u591a\u304f\u306eLLM\u306f\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u6587\u5168\u4f53\u306e\u6587\u8108\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306e\u81ea\u5df1\u6ce8\u610f\u6a5f\u69cb\uff08Self-Attention Mechanism\uff09\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n
  3. \u57fa\u76e4\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/strong>
    \u57fa\u76e4\u30e2\u30c7\u30eb\u3092\u9ad8\u6027\u80fd\u306aGPU\u3092\u7528\u3044\u3066\u5927\u898f\u6a21\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u307e\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u306f\u6570\u9031\u9593\u304b\u3089\u6570\u30ab\u6708\u304b\u304b\u308a\u3001\u30e2\u30c7\u30eb\u306f\u8a00\u8a9e\u306e\u69cb\u9020\u3084\u6587\u8108\u3092\u6df1\u304f\u7406\u89e3\u3059\u308b\u80fd\u529b\u3092\u8eab\u306b\u3064\u3051\u307e\u3059\u3002<\/li>\n\n\n\n
  4. \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u308b\u6700\u9069\u5316<\/strong>
    \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u57fa\u76e4\u30e2\u30c7\u30eb\u3092\u3001\u7279\u5b9a\u306e\u7528\u9014\u3084\u5206\u91ce\u306b\u7279\u5316\u3055\u305b\u308b\u305f\u3081\u306b\u3055\u3089\u306b\u8abf\u6574\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4f8b\u3048\u3070\u533b\u7642\u3084\u6cd5\u5f8b\u5206\u91ce\u306a\u3069\u3067\u306e\u7279\u5b9a\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u9ad8\u3044\u7cbe\u5ea6\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n

    LLM\u306e\u7a2e\u985e\u4e00\u89a7<\/h2>\n\n\n\n

    \u73fe\u5728\u3001\u591a\u304f\u306eLLM\u304c\u5b58\u5728\u3057\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u7279\u6027\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u4ee3\u8868\u7684\u306aLLM\u306e\u4e00\u89a7\u3067\u3059\u3002<\/p>\n\n\n\n

    LLM\u306e\u540d\u79f0<\/strong><\/th>\u958b\u767a\u8005<\/strong><\/th>\u30d1\u30e9\u30e1\u30fc\u30bf\u6570<\/strong><\/th>\u7279\u5fb4<\/strong><\/th>\u4e3b\u306a\u4f7f\u7528\u4f8b<\/strong><\/th><\/tr><\/thead>
    GPT-4o<\/strong> (OpenAI)<\/td>OpenAI<\/td>\u7d041\u5146<\/td>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc\uff08\u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u97f3\u58f0\uff09<\/td>ChatGPT\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210<\/td><\/tr>
    BERT<\/strong> (Google)<\/td>Google<\/td>1.1\u5104\u301c3.4\u5104<\/td>\u53cc\u65b9\u5411\u304b\u3089\u306e\u6587\u8108\u7406\u89e3<\/td>Google\u691c\u7d22\u3001\u30c6\u30ad\u30b9\u30c8\u5206\u985e<\/td><\/tr>
    LaMDA<\/strong> (Google)<\/td>Google<\/td>1370\u5104<\/td>\u4f1a\u8a71\u578bAI\u306b\u7279\u5316<\/td>\u81ea\u7136\u306a\u5bfe\u8a71\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8<\/td><\/tr>
    PaLM<\/strong> (Google)<\/td>Google<\/td>3400\u5104\u301c5400\u5104<\/td>\u591a\u8a00\u8a9e\u5bfe\u5fdc\u3001\u8907\u6570\u30bf\u30b9\u30af\u51e6\u7406<\/td>\u30b3\u30fc\u30c9\u751f\u6210\u3001\u30c6\u30ad\u30b9\u30c8\u7ffb\u8a33<\/td><\/tr>
    LLaMA<\/strong> (Meta)<\/td>Meta<\/td>80\u5104\u301c4000\u5104<\/td>\u9ad8\u901f\u63a8\u8ad6\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5fdc\u7b54<\/td>\u30e1\u30bf\u30d0\u30fc\u30b9\u69cb\u7bc9\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u7ffb\u8a33<\/td><\/tr>
    NVIDIA NeMo<\/strong><\/td>NVIDIA<\/td>–<\/td>\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3057\u3066LLM\u958b\u767a\u3092\u652f\u63f4<\/td>Generative AI\u30e2\u30c7\u30eb\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3068\u30c7\u30d7\u30ed\u30a4<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

    LLM\u3092\u6d3b\u7528\u3067\u304d\u308b\u5206\u91ce<\/h2>\n\n\n\n

    LLM\u306f\u69d8\u3005\u306a\u5206\u91ce\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u305d\u306e\u4e00\u90e8\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \u5206\u91ce<\/strong><\/th>\u6d3b\u7528\u4f8b<\/strong><\/th><\/tr><\/thead>
    \u533b\u7642<\/strong><\/td>\u60a3\u8005\u306e\u75c7\u72b6\u5206\u6790\u3001\u533b\u7642\u6587\u732e\u306e\u691c\u7d22\u3068\u8981\u7d04\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u4f7f\u3063\u305f\u60a3\u8005\u652f\u63f4<\/td><\/tr>
    \u91d1\u878d<\/strong><\/td>\u81ea\u52d5\u5316\u3055\u308c\u305f\u6295\u8cc7\u30a2\u30c9\u30d0\u30a4\u30b9\u3001\u5e02\u5834\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3068\u4e88\u6e2c<\/td><\/tr>
    \u6cd5\u5f8b<\/strong><\/td>\u6cd5\u5f8b\u6587\u66f8\u306e\u30ec\u30d3\u30e5\u30fc\u3068\u8981\u7d04\u3001\u5951\u7d04\u66f8\u306e\u81ea\u52d5\u751f\u6210\u3001\u6cd5\u5f8b\u76f8\u8ac7\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/td><\/tr>
    \u6559\u80b2<\/strong><\/td>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2\u652f\u63f4\u3001\u6559\u6750\u306e\u81ea\u52d5\u751f\u6210\u3001\u8a00\u8a9e\u5b66\u7fd2\u306e\u88dc\u52a9\u30c4\u30fc\u30eb<\/td><\/tr>
    \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0<\/strong><\/td>\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u81ea\u52d5\u751f\u6210\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u306e\u5206\u6790\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b8\u30e3\u30fc\u30cb\u30fc\u306e\u6700\u9069\u5316<\/td><\/tr>
    \u30a8\u30f3\u30bf\u30e1<\/strong><\/td>\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u306e\u81ea\u52d5\u751f\u6210\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4f5c\u6210\u652f\u63f4\u3001\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u30c9\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u63d0\u4f9b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

    LLM\u306e\u6d3b\u7528\u4e8b\u4f8b<\/h2>\n\n\n\n

    LLM\u306e\u5177\u4f53\u7684\u306a\u6d3b\u7528\u4e8b\u4f8b\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

    \u4e8b\u4f8b1: \u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210<\/h3>\n\n\n\n

    LLM\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u81ea\u7136\u3067\u4eba\u9593\u3089\u3057\u3044\u5bfe\u8a71\u304c\u53ef\u80fd\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u5bfe\u5fdc\u901f\u5ea6\u3068\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u3001\u4f01\u696d\u306e\u9867\u5ba2\u6e80\u8db3\u5ea6\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30c6\u30ad\u30b9\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u751f\u6210\u306b\u3082\u5229\u7528\u3067\u304d\u3001SEO\u306b\u9069\u3057\u305f\u8a18\u4e8b\u3084\u30ad\u30e3\u30c3\u30c1\u30b3\u30d4\u30fc\u3092\u77ed\u6642\u9593\u3067\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

    \u4e8b\u4f8b2: \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u5e02\u5834\u8abf\u67fb<\/h3>\n\n\n\n

    LLM\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u306e\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3057\u3001\u6d88\u8cbb\u8005\u306e\u610f\u898b\u3084\u30c8\u30ec\u30f3\u30c9\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u628a\u63e1\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u6226\u7565\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u8fc5\u901f\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u5e02\u5834\u8abf\u67fb\u306e\u30b3\u30b9\u30c8\u3068\u6642\u9593\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

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    LLM\u3067\u3067\u304d\u308b\u3053\u3068\u30fb\u3067\u304d\u306a\u3044\u3053\u3068<\/h2>\n\n\n\n

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    \u6587\u7ae0\u306e\u8981\u7d04\u3001SEO\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210<\/td>\u51fa\u529b\u306e\u7cbe\u5ea6\u3068\u5b89\u5b9a\u6027\u306b\u8ab2\u984c\u304c\u6b8b\u308b<\/td><\/tr>
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    LLM\u306e\u904b\u7528\u306b\u6700\u9069\u306aIT\u6a5f\u5668<\/h2>\n\n\n\n

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    \u6a5f\u5668<\/strong><\/th>\u88fd\u54c1\u4f8b<\/strong><\/th>\u7279\u5fb4<\/strong><\/th><\/tr><\/thead>
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    \u30b5\u30fc\u30d0\u30fc<\/strong><\/td>ASRock Rack\u30b5\u30fc\u30d0\u30fc<\/td>\u9ad8\u6027\u80fd\u30b5\u30fc\u30d0\u30fc\u3001\u8907\u6570GPU\u30b5\u30dd\u30fc\u30c8<\/td><\/tr>
    \u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3<\/strong><\/td>Lenovo\u88fd\u30d1\u30bd\u30b3\u30f3\uff08P\u30b7\u30ea\u30fc\u30ba\uff09<\/td>\u9ad8\u901f\u306a\u30d7\u30ed\u30bb\u30c3\u30b5\u3068\u9ad8\u6027\u80fd\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3092\u642d\u8f09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

    \u307e\u3068\u3081<\/h2>\n\n\n\n

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