{"id":1109,"date":"2026-09-25T12:51:18","date_gmt":"2026-09-25T03:51:18","guid":{"rendered":"https:\/\/www.wetch.co.jp\/ai\/?p=1109"},"modified":"2026-09-25T12:51:18","modified_gmt":"2026-09-25T03:51:18","slug":"mistral%e3%80%8cagentic-search%e3%80%8d%e3%83%bbqwen3-8-27b%e7%84%a1%e6%96%99%e5%85%ac%e9%96%8b%e3%83%bblm-studio-0-4%e3%83%98%e3%83%83%e3%83%89%e3%83%ac%e3%82%b9%e5%8c%96-2026","status":"publish","type":"post","link":"https:\/\/www.wetch.co.jp\/ai\/2026\/09\/25\/mistral%e3%80%8cagentic-search%e3%80%8d%e3%83%bbqwen3-8-27b%e7%84%a1%e6%96%99%e5%85%ac%e9%96%8b%e3%83%bblm-studio-0-4%e3%83%98%e3%83%83%e3%83%89%e3%83%ac%e3%82%b9%e5%8c%96-2026\/","title":{"rendered":"Mistral\u300cAgentic Search\u300d\u30fbQwen3.8-27B\u7121\u6599\u516c\u958b\u30fbLM Studio 0.4\u30d8\u30c3\u30c9\u30ec\u30b9\u5316\u2014\u20142026\u5e749\u6708\u4e0a\u65ec\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u52d5\u5411"},"content":{"rendered":"

\u4eca\u9031\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30fb\u30ed\u30fc\u30ab\u30ebLLM\u5468\u8fba\u3067\u3001\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u3060\u3051\u3067\u306a\u304f\u300c\u4f7f\u3044\u65b9\u300d\u3092\u5e83\u3052\u308b\u52d5\u304d\u304c\u76ee\u7acb\u3063\u305f\u3002Mistral\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u81ea\u5f8b\u7684\u306b\u8aad\u307f\u89e3\u304f\u65b0\u6a5f\u80fd\u3092\u3001Alibaba\u306f\u7121\u6599\u306e\u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u3092\u3001\u305d\u3057\u3066LM Studio\u306f\u30b5\u30fc\u30d0\u30fc\u904b\u7528\u3078\u306e\u9053\u3092\u958b\u3044\u305f\u3002\u3053\u3053\u3067\u306f\u76f4\u8fd11\u301c\u6570\u9031\u9593\u306e\u4e3b\u8981\u30c8\u30d4\u30c3\u30af\u3092\u3001\u51fa\u5178\u4ed8\u304d\u3067\u6574\u7406\u3059\u308b\u3002<\/em><\/p>\n

\"\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9LLM\u306e\u30a4\u30e1\u30fc\u30b8\u30a4\u30e9\u30b9\u30c8\"\/<\/figure>\n

Mistral\u306e\u300cAgentic Search\u300d\u2014\u2014\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u81ea\u5206\u3067\u8aad\u307f\u306b\u884c\u304fAI<\/h2>\n

Mistral AI<\/a>\u306f8\u670820\u65e5\u3001\u65b0\u3057\u3044\u691c\u7d22\u30ec\u30a4\u30e4\u30fc\u300cAgentic Search<\/a>\u300d\u3092\u767a\u8868\u3057\u305f\u3002\u5f93\u6765\u306eRAG(\u691c\u7d22\u62e1\u5f35\u751f\u6210)\u304c\u4e00\u5ea6\u3060\u3051\u30c1\u30e3\u30f3\u30af\u3092\u53d6\u5f97\u3057\u3066\u7d42\u308f\u308b\u306e\u306b\u5bfe\u3057\u3001Agentic Search\u306f\u30e2\u30c7\u30eb\u81ea\u8eab\u304c\u691c\u7d22\u30fb\u30aa\u30fc\u30d7\u30f3\u30fb\u30ca\u30d3\u30b2\u30fc\u30c8\u30fb\u8aad\u89e3\u30fbgrep\u3068\u3044\u30465\u3064\u306e\u64cd\u4f5c\u3092\u7e70\u308a\u8fd4\u3057\u3001\u8868\u3084\u811a\u6ce8\u3092\u542b\u3080\u8907\u96d1\u306a\u6587\u66f8\u306e\u4e2d\u3092\u80fd\u52d5\u7684\u306b\u63a2\u7d22\u3059\u308b\u3002<\/p>\n

\u8ca1\u52d9\u8af8\u8868\u3092\u5bfe\u8c61\u306b\u3057\u305fFinanceBench\u3067\u306f\u6b63\u89e3\u7387\u304c26.7%\u304b\u308986%\u307e\u3067\u5411\u4e0a\u3057\u3001\u8868\u3092\u591a\u304f\u542b\u3080\u8907\u6570\u6587\u66f8\u306e\u8cea\u554f\u5fdc\u7b54\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u300cOfficeQA Pro\u300d\u3067\u30826.3%\u304b\u308951.9%\u3078\u3068\u5927\u5e45\u306b\u6539\u5584\u3057\u305f\u3068\u3044\u3046\u3002Mistral Search Toolkit\u3092\u901a\u3058\u3066\u3001Libraries\u30fbStudio\u30fbVibe\u306a\u3069\u65e2\u5b58\u88fd\u54c1\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n

\u51fa\u5178: Mistral AI\u516c\u5f0f\u767a\u8868<\/a><\/p>\n

Qwen3.8-27B\u3001Apache 2.0\u3067\u7121\u6599\u516c\u958b\u2014\u20143\u65e5\u3067300\u4e07\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/h2>\n

Alibaba\u306eQwen<\/a>\u30c1\u30fc\u30e0\u306f8\u670814\u65e5\u3001\u7a20\u5bc6(dense)\u30e2\u30c7\u30eb\u300cQwen3.8-27B<\/a>\u300d\u306e\u91cd\u307f\u3092Hugging Face<\/a>\u3068ModelScope\u3067\u516c\u958b\u3057\u305f\u3002\u30d1\u30e9\u30e1\u30fc\u30bf\u6570270\u5104\u3001Apache 2.0\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u5546\u7528\u5229\u7528\u3082\u7121\u6599\u3002\u30cd\u30a4\u30c6\u30a3\u30d6\u3067262,144\u30c8\u30fc\u30af\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u5bfe\u5fdc\u3057\u3001YaRN\u6cd5\u3092\u4f7f\u3048\u3070\u6700\u5927100\u4e07\u30c8\u30fc\u30af\u30f3\u307e\u3067\u62e1\u5f35\u3067\u304d\u308b\u3002\u753b\u50cf\u30fb\u52d5\u753b\u30fb\u6587\u66f8\u3092\u6271\u3046\u30d3\u30b8\u30e7\u30f3\u8a00\u8a9e\u7406\u89e3\u3082\u5099\u3048\u3001\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u30fc\u5411\u3051GPU1\u679a\u3067\u306e\u5b9f\u884c\u3092\u60f3\u5b9a\u3057\u305f\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u308b\u3002\u516c\u958b\u304b\u30893\u65e5\u3067\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u6570\u306f300\u4e07\u4ef6\u3092\u8d85\u3048\u305f\u3002<\/p>\n

\u51fa\u5178: Cybernews<\/a><\/p>\n

\"\u30b5\u30fc\u30d0\u30fc\u30e9\u30c3\u30af\u306e\u5199\u771f\"\/
Photo: Qfamily<\/a> \/ CC BY 2.0\uff08Openverse\u7d4c\u7531\uff09<\/small><\/figcaption><\/figure>\n

\u4e3b\u8981\u30aa\u30fc\u30d7\u30f3\u30e2\u30c7\u30eb\u306e\u6bd4\u8f03<\/h2>\n\n\n\n\n\n\n\n
\u30e2\u30c7\u30eb<\/th>\n\u30d1\u30e9\u30e1\u30fc\u30bf\u898f\u6a21<\/th>\n\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577<\/th>\n\u30e9\u30a4\u30bb\u30f3\u30b9<\/th>\n\u7279\u5fb4<\/th>\n<\/tr>\n<\/thead>\n
Qwen3.8-27B<\/td>\n270\u5104(dense)<\/td>\n26\u4e07(\u6700\u5927100\u4e07)<\/td>\nApache 2.0<\/td>\n\u30d3\u30b8\u30e7\u30f3\u8a00\u8a9e\u5bfe\u5fdc\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u5f37\u3044<\/td>\n<\/tr>\n
Gemma 4<\/a><\/td>\nE2B\u301c31B(5\u30b5\u30a4\u30ba)<\/td>\n25.6\u4e07<\/td>\nApache 2.0<\/td>\n\u753b\u50cf\u30fb\u97f3\u58f0\u30cd\u30a4\u30c6\u30a3\u30d6\u5bfe\u5fdc\u3001140\u8a00\u8a9e\u4ee5\u4e0a<\/td>\n<\/tr>\n
Llama 4 Scout<\/a><\/td>\nMoE(\u9ad8\u52b9\u7387)<\/td>\n1000\u4e07<\/td>\nLlama\u5229\u7528\u898f\u7d04<\/td>\nGPU1\u679a\u3067\u52d5\u4f5c\u3001\u8d85\u9577\u6587\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Ollama\u304c\u300cChatGPT Desktop\u300d\u9023\u643a\u306b\u5bfe\u5fdc\u3001Gemma 4\u306eMLX\u753b\u50cf\u30fb\u97f3\u58f0\u5bfe\u5fdc\u3082<\/h2>\n

Ollama<\/a>\u306f8\u6708\u4e0b\u65ec\u304b\u30899\u6708\u4e0a\u65ec\u306b\u304b\u3051\u3066\u7acb\u3066\u7d9a\u3051\u306b\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3057\u3001v0.33.0\u3067\u306fClaude Desktop\u5411\u3051\u306e\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u8a2d\u5b9a\u306b\u5bfe\u5fdc\u3001v0.33.3\u3067\u306fApple Silicon\u306eMLX\u30a8\u30f3\u30b8\u30f3\u4e0a\u3067Gemma 4\u304c\u753b\u50cf\u30fb\u97f3\u58f0\u5165\u529b\u306b\u5bfe\u5fdc\u3057\u305f\u3002\u3055\u3089\u306b9\u67085\u65e5\u516c\u958b\u306e\u30d7\u30ec\u30ea\u30ea\u30fc\u30b9v0.34.0\u3067\u306f\u3001ChatGPT Desktop\u304b\u3089\u76f4\u63a5Ollama\u306e\u30ed\u30fc\u30ab\u30eb\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u305b\u308b\u9023\u643a\u6a5f\u80fd\u304c\u8ffd\u52a0\u3055\u308c\u3001OpenAI\u4e92\u63db\u306e\u30c4\u30fc\u30eb\u691c\u7d22\u30b5\u30dd\u30fc\u30c8\u3082\u5f37\u5316\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n

\u51fa\u5178: Ollama GitHub Releases<\/a><\/p>\n

LM Studio 0.4\u304c\u300c\u30d8\u30c3\u30c9\u30ec\u30b9\u5316\u300d\u2014\u2014GUI\u306a\u3057\u3067\u30b5\u30fc\u30d0\u30fc\u904b\u7528<\/h2>\n

LM Studio<\/a>\u306f\u30d0\u30fc\u30b8\u30e7\u30f30.4.0<\/a>\u3067\u3001GUI\u304b\u3089 core\u6a5f\u80fd\u3092\u5207\u308a\u96e2\u3057\u305f\u65b0\u30c7\u30fc\u30e2\u30f3\u300cllmster\u300d\u3092\u5c0e\u5165\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308aLinux\u30b5\u30fc\u30d0\u30fc\u3084\u30af\u30e9\u30a6\u30c9VM\u3001CI\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u4e0a\u3067\u3082curl\u30b3\u30de\u30f3\u30c9\u4e00\u3064\u3067LM Studio\u3092\u30d8\u30c3\u30c9\u30ec\u30b9\u914d\u5099\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3002\u3042\u308f\u305b\u3066llama.cpp<\/a> 2.0.0\u30d9\u30fc\u30b9\u306e\u9023\u7d9a\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u3088\u308b\u4e26\u5217\u30ea\u30af\u30a8\u30b9\u30c8\u5bfe\u5fdc\u3001MCP\u5bfe\u5fdc\u306e\u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u306a\/v1\/chat<\/code> REST API\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3082\u8ffd\u52a0\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n

\u51fa\u5178: LM Studio\u516c\u5f0f\u30d6\u30ed\u30b0<\/a><\/p>\n

\u91cf\u5b50\u5316\u30fb\u63a8\u8ad6\u6700\u9069\u5316\u306e\u6f6e\u6d41\u2014\u20146bit\u91cf\u5b50\u5316\u3068KV cache fp8<\/h2>\n

\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5b9f\u884c\u52b9\u7387\u3092\u9ad8\u3081\u308b\u91cf\u5b50\u5316\u6280\u8853\u3082\u9032\u5316\u3092\u7d9a\u3051\u3066\u3044\u308b\u30028bit\u3088\u308a\u9ad8\u7cbe\u5ea6\u3092\u4fdd\u3061\u3064\u30644bit\u3088\u308a\u9ad8\u901f\u5316\u3067\u304d\u308b\u300c6bit\u91cf\u5b50\u5316\u300d\u304c\u3001\u7cbe\u5ea6\u3068\u52b9\u7387\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u826f\u3044\u624b\u6cd5\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u59cb\u3081\u3066\u3044\u308b\u3002\u6a19\u6e96\u7684\u306a\u63a8\u8ad6\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u5b9a\u7740\u3057\u305fvLLM<\/a>\u3067\u306f\u3001KV\u30ad\u30e3\u30c3\u30b7\u30e5\u3092fp8\u7cbe\u5ea6\u306b\u91cf\u5b50\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u54c1\u8cea\u3078\u306e\u5f71\u97ff\u3092\u307b\u307c\u6291\u3048\u305f\u307e\u307e\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u524a\u6e1b\u3059\u308b\u624b\u6cd5\u304c\u666e\u53ca\u3002GPTQ\u3084AWQ\u3068\u3044\u3063\u305f\u6d3b\u6027\u5316\u5024\u306e\u518d\u69cb\u6210\u8aa4\u5dee\u3092\u6700\u5c0f\u5316\u3059\u308b\u91cf\u5b50\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u63a8\u8ad6\u30b3\u30b9\u30c8\u309260\u301c80%\u524a\u6e1b\u3067\u304d\u308b\u3068\u3059\u308b\u5831\u544a\u3082\u3042\u308b\u3002<\/p>\n

\u51fa\u5178: NVIDIA Technical Blog<\/a><\/p>\n

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\u4e3b\u306a\u60c5\u5831\u6e90<\/h2>\n