{"id":42790,"date":"2026-01-28T05:26:13","date_gmt":"2026-01-28T05:26:13","guid":{"rendered":"https:\/\/training.linuxfoundation.org\/?p=42790"},"modified":"2026-01-27T21:49:44","modified_gmt":"2026-01-27T21:49:44","slug":"new-3-day-live-workshop-deploying-small-language-models-lfws307","status":"publish","type":"post","link":"https:\/\/training.linuxfoundation.org\/ja\/blog\/new-3-day-live-workshop-deploying-small-language-models-lfws307\/","title":{"rendered":"\u65b0\u3057\u30443\u65e5\u9593\u30e9\u30a4\u30d6\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\uff1a\u5c0f\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u5c0e\u5165\uff08LFWS307\uff09"},"content":{"rendered":"

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Linux Foundation Education<\/a> \u306f\u3001 Deploying Small Language Models (LFWS307)<\/a><\/strong>\u306e\u63d0\u4f9b\u3092\u958b\u59cb\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u306f, AI\u306e\u5b9f\u9a13\u6bb5\u968e\u304b\u3089\u3001\u5b9f\u969b\u306b\u5c0e\u5165\u53ef\u80fd\u306aAI\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u3092\u76ee\u6307\u3059\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u3001\u8b1b\u5e2b\u4e3b\u5c0e\u306e3\u65e5\u9593\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3067\u3059\u3002\u7d44\u7e54\u306fAI\u30c4\u30fc\u30eb\u306b\u591a\u984d\u306e\u6295\u8cc7\u3092\u884c\u3063\u3066\u3044\u308b\u3082\u306e\u306e\u3001\u305d\u308c\u3089\u3092\u7d71\u5408\u6027\u306e\u9ad8\u3044\u5b9f\u7528\u7684\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u7d71\u5408\u3059\u308b\u306e\u306b\u82e6\u52b4\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5c0f\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08SLM\uff09\u3092\u5c0e\u5165\u30fb\u904b\u7528\u3059\u308b\u80fd\u529b\u306f\u3001\u307e\u3059\u307e\u3059\u91cd\u8981\u306a\u30b9\u30ad\u30eb\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30c1\u30fc\u30e0\u3068\u3001\u305d\u3053\u3067\u30ad\u30e3\u30ea\u30a2\u3092\u7bc9\u3044\u3066\u3044\u308bIT\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u306e\u4e21\u65b9\u306b\u5f53\u3066\u306f\u307e\u308a\u307e\u3059\u3002.<\/p>\n

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AI\u306f\u3082\u306f\u3084\u3001\u96c6\u4e2d\u578b\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3084GPU\u3092\u591a\u7528\u3059\u308b\u30b9\u30bf\u30c3\u30af\u306b\u9650\u5b9a\u3055\u308c\u307e\u305b\u3093\u3002\u7d44\u7e54\u306b\u306f\u3001\u30e9\u30c3\u30d7\u30c8\u30c3\u30d7\u3001\u30b5\u30fc\u30d0\u30fc\u3001\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u3001\u3055\u3089\u306b\u306f\u30d6\u30e9\u30a6\u30b6\u306a\u3069\u3001\u3042\u3089\u3086\u308b\u74b0\u5883\u3067\u5b9f\u884c\u3067\u304d\u308b\u52b9\u7387\u7684\u306aAI\u30b7\u30b9\u30c6\u30e0\u3092\u8a2d\u8a08\u3067\u304d\u308b\u3001MLOps\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u305d\u3057\u3066\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u305f\u958b\u767a\u8005\u304c\u5fc5\u8981\u3067\u3059\u3002. Deploying Small Language Models (LFWS307)<\/a><\/strong> \u306f\u3001\u307e\u3055\u306b\u305d\u306e\u80fd\u529b\u3092\u69cb\u7bc9\u3057\u3001\u5b9f\u8df5\u7684\u306a\u5c0e\u5165\u30b9\u30ad\u30eb\u304c\u6700\u3082\u91cd\u8981\u3068\u306a\u308b AI \u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3001ML \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u30af\u30e9\u30a6\u30c9 \u30cd\u30a4\u30c6\u30a3\u30d6\u74b0\u5883\u3067\u5f71\u97ff\u529b\u306e\u5927\u304d\u3044\u5f79\u5272\u3092\u62c5\u3048\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002.<\/p>\n

3\u65e5\u9593\u306e Deploying Small Language Models (LFWS307)<\/a><\/strong> \u3067\u306f\u3001\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u5b9f\u4e16\u754c\u306b\u304a\u3051\u308bSLM\u5c0e\u5165\u306b\u7126\u70b9\u3092\u5f53\u3066\u305f\u300110\u6642\u9593\u4ee5\u4e0a\u306e\u30cf\u30f3\u30ba\u30aa\u30f3\u30e9\u30dc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u5b9f\u969b\u306e\u30e2\u30c7\u30eb\u3068\u5b9f\u969b\u306e\u5c0e\u5165\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u76f4\u63a5\u64cd\u4f5c\u3057\u3001Hugging Face\u304b\u3089\u30e2\u30c7\u30eb\u3092\u8abf\u9054\u3057\u3001llamafile\u3092\u4f7f\u7528\u3057\u3066\u5358\u4e00\u30d5\u30a1\u30a4\u30eb\u306e\u5b9f\u884c\u53ef\u80fd\u30d5\u30a1\u30a4\u30eb\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u5316\u3057\u3001PAIML Rust\u30b9\u30bf\u30c3\u30af\u3092\u4f7f\u7528\u3057\u3066\u672c\u756a\u74b0\u5883\u30ec\u30d9\u30eb\u306e\u63a8\u8ad6\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u30c7\u30d7\u30ed\u30a4\u3057\u307e\u3059\u3002\u305d\u306e\u904e\u7a0b\u3067\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08RAG\uff09\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u69cb\u7bc9\u3001\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0API\u306e\u63d0\u4f9b\u3001WebAssembly\u3092\u4f7f\u7528\u3057\u305f\u30a8\u30c3\u30b8\u304a\u3088\u3073\u30d6\u30e9\u30a6\u30b6\u74b0\u5883\u3078\u306e\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u3001\u672c\u756a\u74b0\u5883\u5bfe\u5fdc\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30c8\u30ec\u30fc\u30b9\u3092\u5099\u3048\u305f\u30b7\u30b9\u30c6\u30e0\u306e\u30a4\u30f3\u30b9\u30c8\u30eb\u30e1\u30f3\u30c8\u5316\u3092\u884c\u3044\u307e\u3059\u3002.<\/p>\n

\u3053\u306e \u5c0f\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u5c55\u958b\uff08LFWS307\uff09,<\/a><\/strong> \u3092\u7d42\u3048\u308b\u3068\u5b9f\u74b0\u5883\u306b\u304a\u3044\u3066SLM\u3092\u81ea\u4fe1\u3092\u6301\u3063\u3066\u5c0e\u5165\u3001\u904b\u7528\u3001\u62e1\u5f35\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001AI\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3001ML\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u305d\u3057\u3066\u65b0\u8208\u306e\u8efd\u91cfAI\u5c0e\u5165\u3068\u3044\u3063\u305f\u5206\u91ce\u3078\u306e\u6607\u9032\u3078\u306e\u9053\u7b4b\u304c\u898b\u3048\u3066\u304d\u307e\u3059\u3002\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u4fee\u4e86\u6642\u306b\u306f\u3001\u9054\u6210\u5ea6\u3092\u8a3c\u660e\u3059\u308bLinux Foundation\u306e\u30c7\u30b8\u30bf\u30eb\u4fee\u4e86\u8a3c\u66f8\u304c\u6388\u4e0e\u3055\u308c\u307e\u3059\u3002.<\/p>\n

SLM\u5c55\u958b\u5f79\u5272\u3078\u306e\u9032\u51fa<\/strong><\/h4>\n

\u767b\u9332\u3059\u308b<\/strong><\/a><\/p>","protected":false},"excerpt":{"rendered":"

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