{"id":10531,"date":"2026-06-05T19:23:06","date_gmt":"2026-06-05T10:23:06","guid":{"rendered":"https:\/\/techmania.jp\/blog\/?p=10531"},"modified":"2026-06-05T20:07:58","modified_gmt":"2026-06-05T11:07:58","slug":"local-llm","status":"publish","type":"post","link":"https:\/\/techmania.jp\/blog\/local-llm\/","title":{"rendered":"\u30ed\u30fc\u30ab\u30ebLLM\u5b8c\u5168\u7db2\u7f85\u30ac\u30a4\u30c9\uff5c\u5fc5\u8981\u306a\u30b9\u30da\u30c3\u30af\u9078\u5b9a\u304b\u3089Ollama\u306b\u3088\u308b\u5c0e\u5165\u624b\u9806\u307e\u3067\u5fb9\u5e95\u89e3\u8aac"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u6628\u4eca\u3001\u69d8\u3005\u306a\u5834\u6240\u3067AI\u304c\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u3053\u306e\u4e16\u306e\u4e2d\u3067\u3001AI\u3092\u610f\u8b58\u7684\u306b\u5229\u7528\u3057\u305f\u3053\u3068\u306e\u3042\u308b\u4eba\u3082\u5927\u52e2\u3044\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070ChatGPT\u306a\u3069\u3001\u7121\u6599\u30fb\u6709\u6599\u3068\u3082\u306b\u5229\u7528\u3067\u304d\u308b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306f\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u304c\u3001\u30b1\u30fc\u30b9\u306b\u3088\u3063\u3066\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u63a5\u7d9a\u74b0\u5883\u306a\u3069\u304c\u6c17\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u3002<br>\u305d\u3053\u3067\u304a\u3059\u3059\u3081\u306a\u306e\u304c\u3001\u30cd\u30c3\u30c8\u74b0\u5883\u306b\u4f9d\u5b58\u305b\u305a\u306b\u5229\u7528\u3067\u304d\u308b \u300c\u30ed\u30fc\u30ab\u30ebLLM\u300d \u3092\u5c0e\u5165\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f\u4f55\u304b\uff1f<\/li>\n\n\n\n<li>\u304a\u3059\u3059\u3081\u30e2\u30c7\u30eb\u306e\u6bd4\u8f03<\/li>\n\n\n\n<li>Ollama\u3092\u7528\u3044\u305f\u5c0e\u5165\u624b\u9806<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u3069\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__1\" class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u3068\u306f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\uff08Large Language Model\uff09\u3068\u306f\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u30af\u30e9\u30a6\u30c9\u4e0a\u306e\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u306a\u304f\u3001\u81ea\u8eab\u306ePC\u3084\u793e\u5185\u30b5\u30fc\u30d0\u30fc\u4e0a\u306a\u3069\u3067\u76f4\u63a5\u5b9f\u884c\u3059\u308b\u4ed5\u7d44\u307f\u306e\u3053\u3068\u3092\u8a00\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u822c\u7684\u306a\u751f\u6210AI\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u5165\u529b\u3057\u305f\u6587\u7ae0\u3092\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u3078\u9001\u4fe1\u3057\u3001\u9001\u4fe1\u5148\u306e\u30b5\u30fc\u30d0\u30fc\u3067\u63a8\u8ad6\u51e6\u7406\u304c\u884c\u308f\u308c\u307e\u3059\u304c\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306f\u63a8\u8ad6\u51e6\u7406\u3092\u5229\u7528\u8005\u306e\u7aef\u672b\u5185\u3067\u5b8c\u7d50\u3055\u305b\u308b\u305f\u3081\u3001\u5916\u90e8\u3078\u306e\u30c7\u30fc\u30bf\u9001\u4fe1\u304c\u4e0d\u8981\u306b\u306a\u308a\u307e\u3059\u3002<br>\u305d\u306e\u305f\u3081\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u793e\u5185\u6587\u66f8\u306a\u3069\u306e\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u30b1\u30fc\u30b9\u3067\u3082\u3001\u5b89\u5168\u306b\u904b\u7528\u3067\u304d\u308b\u306e\u304c\u5927\u304d\u306a\u7279\u5fb4\u306e1\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u8fd1\u5e74\u3067\u306f\u9ad8\u6027\u80fd\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u500b\u4eba\u5411\u3051PC\u3067\u3082\u5b9f\u7528\u7684\u306a\u6027\u80fd\u3092\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<br>\u4ee5\u524d\u306f\u6570\u767eGB\u898f\u6a21\u306eGPU\u30e1\u30e2\u30ea\u304c\u5fc5\u8981\u3060\u3063\u305f\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u3082\u3001\u91cf\u5b50\u5316\u6280\u8853\u306e\u767a\u5c55\u306b\u3088\u3063\u306610\uff5e20GB\u7a0b\u5ea6\u306eVRAM\u74b0\u5883\u3067\u52d5\u4f5c\u3059\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3068\u81ea\u7531\u5ea6\u306e\u9ad8\u3055\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a5f\u5bc6\u60c5\u5831\u3084\u500b\u4eba\u60c5\u5831\u3092\u5916\u90e8\u3078\u9001\u4fe1\u305b\u305a\u306b\u6e08\u3080<\/li>\n\n\n\n<li>API\u5229\u7528\u6599\u91d1\u304c\u767a\u751f\u3057\u306a\u3044<\/li>\n\n\n\n<li>\u30aa\u30d5\u30e9\u30a4\u30f3\u74b0\u5883\u3067\u3082\u5229\u7528\u53ef\u80fd<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u3092\u81ea\u7531\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b<\/li>\n\n\n\n<li>\u72ec\u81ea\u30c7\u30fc\u30bf\u306b\u3088\u308b\u8ffd\u52a0\u5b66\u7fd2\u304c\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c7\u30e1\u30ea\u30c3\u30c8\u3082\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9ad8\u6027\u80fdGPU\u304c\u5fc5\u8981<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u7ba1\u7406\u3092\u81ea\u8eab\u3067\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b<\/li>\n\n\n\n<li>\u6d88\u8cbb\u96fb\u529b\u304c\u5927\u304d\u3044<\/li>\n\n\n\n<li>\u6700\u65b0\u30e2\u30c7\u30eb\u3078\u306e\u8ffd\u5f93\u304c\u5fc5\u8981<\/li>\n\n\n\n<li>PC\u6027\u80fd\u6b21\u7b2c\u3067\u306f\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3088\u308a\u3082\u51e6\u7406\u304c\u9045\u304f\u306a\u308b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u5728\u306f\u3001\u300c\u30af\u30e9\u30a6\u30c9AI\u300d \u3068 \u300c\u30ed\u30fc\u30ab\u30ebLLM\u300d \u3092\u7528\u9014\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u308b\u904b\u7528\u304c\u4e3b\u6d41\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__2\" class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u304a\u3059\u3059\u3081\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u30682026\u5e74\u306e\u4e3b\u8981\u30c8\u30ec\u30f3\u30c9<\/h2>\n\n\n\n<h3 id=\"outline__2_1\" class=\"wp-block-heading\">\u65e5\u672c\u8a9e\u6027\u80fd\u3068\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u80fd\u529b\u3067\u9078\u3076\u4e3b\u8981OSS\u30e2\u30c7\u30eb\u306e\u7279\u5fb4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e74\u73fe\u5728\u306b\u304a\u3051\u308b\u3001\u30ed\u30fc\u30ab\u30ebLLM\u306e\u4e3b\u6d41\u306f\u4ee5\u4e0b\u306e\u30e2\u30c7\u30eb\u7fa4\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010Qwen\u30b7\u30ea\u30fc\u30ba\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e2d\u56fdAlibaba\u304c\u958b\u767a\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u3067\u3059\u3002<br>\u8fd1\u5e74\u306e\u30ed\u30fc\u30ab\u30ebLLM\u754c\u9688\u3067\u306f\u6700\u3082\u8a55\u4fa1\u304c\u9ad8\u3044\u30e2\u30c7\u30eb\u306e\u4e00\u3064\u3067\u3042\u308a\u3001\u65e5\u672c\u8a9e\u6027\u80fd\u30fb\u591a\u8a00\u8a9e\u6027\u80fd\u30fb\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u80fd\u529b\u306e\u30d0\u30e9\u30f3\u30b9\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen3\u7cfb\u306fApache 2.0\u30e9\u30a4\u30bb\u30f3\u30b9\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u5546\u7528\u5229\u7528\u3057\u3084\u3059\u3044\u70b9\u3082\u7279\u5fb4\u3067\u3059\u3002<br>\u7279\u306bQwen3-Coder\u306f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7528\u9014\u3067\u9ad8\u304f\u8a55\u4fa1\u3055\u308c\u3066\u304a\u308a\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3084\u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u958b\u767a\u3068\u306e\u76f8\u6027\u304c\u826f\u597d\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbQwen3.5<br>\u30fbQwen3 Coder \/ Qwen3 Coder Next<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010Llama\u30b7\u30ea\u30fc\u30ba\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Meta\u304c\u958b\u767a\u3059\u308b\u4ee3\u8868\u7684\u306a\u30aa\u30fc\u30d7\u30f3\u30e2\u30c7\u30eb\u3067\u3059\u3002<br>\u7814\u7a76\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3084\u30c4\u30fc\u30eb\u7fa4\u3068\u306e\u4e92\u63db\u6027\u304c\u9ad8\u304f\u3001\u591a\u304f\u306e\u6d3e\u751f\u30e2\u30c7\u30eb\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<br>\u7279\u306bLlama 3\u7cfb\u4ee5\u964d\u306f\u6c4e\u7528\u6027\u80fd\u304c\u5411\u4e0a\u3057\u3001\u6587\u7ae0\u751f\u6210\u304b\u3089\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u307e\u3067\u5e45\u5e83\u304f\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbLlama 4 Scout<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010DeepSeek\u30b7\u30ea\u30fc\u30ba\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a8\u8ad6\u80fd\u529b\u3084\u6570\u5b66\u6027\u80fd\u306b\u5f37\u307f\u3092\u6301\u3064\u30e2\u30c7\u30eb\u7fa4\u3067\u3059\u3002<br>\u7279\u306bDeepSeek-R1\u7cfb\u306e\u84b8\u7559\u30e2\u30c7\u30eb\u306f\u3001\u6bd4\u8f03\u7684\u5c0f\u3055\u306a\u30b5\u30a4\u30ba\u3067\u3082\u9ad8\u3044\u63a8\u8ad6\u6027\u80fd\u3092\u767a\u63ee\u3059\u308b\u3053\u3068\u3067\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br>\u8907\u96d1\u306a\u554f\u984c\u89e3\u6c7a\u3084\u8ad6\u7406\u7684\u601d\u8003\u3092\u5fc5\u8981\u3068\u3059\u308b\u7528\u9014\u3067\u4eba\u6c17\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbDeepSeek-R1<br>\u30fbDeepSeek-V4<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010Mistral\u30b7\u30ea\u30fc\u30ba\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d5\u30e9\u30f3\u30b9\u306eMistral AI\u304c\u958b\u767a\u3059\u308b\u30e2\u30c7\u30eb\u3067\u3059\u3002<br>\u6bd4\u8f03\u7684\u5c0f\u578b\u306a\u304c\u3089\u9ad8\u3044\u6027\u80fd\u3092\u6301\u3061\u3001\u63a8\u8ad6\u901f\u5ea6\u3082\u512a\u79c0\u3067\u3059\u3002<br>\u30ea\u30bd\u30fc\u30b9\u304c\u9650\u3089\u308c\u305f\u74b0\u5883\u3067\u5feb\u9069\u306b\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u500b\u4eba\u5229\u7528\u8005\u304b\u3089\u306e\u652f\u6301\u3082\u9ad8\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbMistral Large 3<br>\u30fbMistral Small 4<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010Gemma\u30b7\u30ea\u30fc\u30ba\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google\u304c\u516c\u958b\u3059\u308b\u8efd\u91cf\u30e2\u30c7\u30eb\u3067\u3059\u3002<br>\u6bd4\u8f03\u7684\u5c11\u306a\u3044\u30e1\u30e2\u30ea\u3067\u52d5\u4f5c\u3057\u306a\u304c\u3089\u9ad8\u3044\u54c1\u8cea\u3092\u7dad\u6301\u3057\u3066\u304a\u308a\u3001\u5c0f\u898f\u6a21\u74b0\u5883\u5411\u3051\u306e\u6709\u529b\u5019\u88dc\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbGemma 4<\/p>\n\n\n\n<h3 id=\"outline__2_2\" class=\"wp-block-heading\">\u7528\u9014\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u306b\u5fdc\u3058\u305f\u6700\u9069\u306a\u30e2\u30c7\u30eb\u306e\u68f2\u307f\u5206\u3051<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u9078\u5b9a\u3067\u306f\u300c\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u300d\u304c\u91cd\u8981\u306a\u6307\u6a19\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u3068\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u306b\u3088\u3063\u3066\u8abf\u6574\u3059\u308b\u5909\u6570 (\u30d1\u30e9\u30e1\u30fc\u30bf) \u306e\u591a\u3055\u3092\u8868\u3059\u6570\u5024\u306e\u3053\u3068\u3092\u8a00\u3044\u307e\u3059\u3002<br>\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u591a\u3044\u307b\u3069\u306b\u30e2\u30c7\u30eb\u306f\u8907\u96d1\u306b\u306a\u308a\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u8868\u73fe\u3084\u5e45\u5e83\u3044\u77e5\u8b58\u306b\u5bfe\u5fdc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u822c\u7684\u306a\u76ee\u5b89\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30103B\u301c8B\u30af\u30e9\u30b9\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528\u9014:<br>\u30fb\u30c1\u30e3\u30c3\u30c8<br>\u30fb\u8981\u7d04<br>\u30fb\u8efd\u3044\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0<br>\u30fb\u30e2\u30d0\u30a4\u30eb\u74b0\u5883<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbPhi-4 Mini<br>\u30fbQwen3.5 4B<br>\u30fbGemma 4 E4B<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c11\u306a\u3044\u30e1\u30e2\u30ea\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u30ce\u30fc\u30c8PC\u3067\u3082\u6271\u3044\u3084\u3059\u3044\u30b5\u30a4\u30ba\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u301014B\u301c32B\u30af\u30e9\u30b9\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528\u9014<br>\u30fb\u672c\u683c\u7684\u306a\u958b\u767a\u652f\u63f4<br>\u30fb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u751f\u6210<br>\u30fbRAG\u69cb\u7bc9<br>\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u904b\u7528<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbQwen3.5 27B<br>\u30fbDeepSeek\u7cfb\u4e2d\u578b\u30e2\u30c7\u30eb<br>\u30fbMistral Small<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u5728\u306e\u30ed\u30fc\u30ab\u30ebLLM\u306b\u304a\u3051\u308b\u6700\u3082\u4eba\u6c17\u306e\u30be\u30fc\u30f3\u3067\u3059\u3002<br>24GB\u524d\u5f8c\u306eVRAM\u74b0\u5883\u3067\u9ad8\u3044\u6027\u80fd\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u301070B\u4ee5\u4e0a\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7528\u9014<br>\u30fb\u7814\u7a76\u958b\u767a<br>\u30fb\u9ad8\u7cbe\u5ea6\u63a8\u8ad6<br>\u30fb\u5927\u898f\u6a21\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbLlama 70B\u7cfb<br>\u30fbQwen 72B\u7cfb<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9ad8\u54c1\u8cea\u3067\u3059\u304c\u3001\u8907\u6570GPU\u3084\u5927\u5bb9\u91cfVRAM\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<br>2026\u5e74\u306e\u30c8\u30ec\u30f3\u30c9\u3068\u3057\u3066\u306f\u3001\u300c\u5de8\u5927\u30e2\u30c7\u30eb\u3092\u7121\u7406\u306b\u52d5\u304b\u3059\u300d\u3088\u308a\u3082\u300c20B\uff5e30B\u7d1a\u306e\u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u3092\u91cf\u5b50\u5316\u3057\u3066\u5feb\u9069\u306b\u4f7f\u3046\u300d\u65b9\u5411\u3078\u79fb\u884c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__3\" class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u30b9\u30da\u30c3\u30af\u9078\u5b9a\u57fa\u6e96\u3068\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30a4\u30f3\u30d5\u30e9\u306e\u8981\u4ef6<\/h2>\n\n\n\n<h3 id=\"outline__3_1\" class=\"wp-block-heading\">\u30e2\u30c7\u30eb\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u5de6\u53f3\u3059\u308bVRAM\u5bb9\u91cf\u3068\u91cf\u5b50\u5316\u306e\u4ed5\u7d44\u307f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u3092\u4f7f\u7528\u3059\u308b\u4e0a\u3067\u306f\u3001VRAM\u5bb9\u91cf\u304c\u7279\u306b\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002<br>\u4f8b\u3048\u307032B\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u3001\u901a\u5e38\u7cbe\u5ea6\u3067\u306f\u6570\u5341GB\u4ee5\u4e0a\u306eVRAM\u3092\u5fc5\u8981\u3068\u3059\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3053\u3067\u3001VRAM\u306e\u6d88\u8cbb\u91cf\u3092\u524a\u6e1b\u3059\u308b\u305f\u3081\u306b\u5229\u7528\u3055\u308c\u308b\u306e\u304c\u3001\u300c\u91cf\u5b50\u5316\uff08Quantization\uff09\u300d\u3068\u547c\u3070\u308c\u308b\u6280\u8853\u3067\u3059\u3002<br>\u91cf\u5b50\u5316\u3068\u306f\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u3092\u5727\u7e2e\u3057\u3066\u8efd\u91cf\u5316\u3059\u308b\u6280\u8853\u306e\u3053\u3068\u3092\u8a00\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u8868\u7684\u306a\u5f62\u5f0f\u306b\u306f\u4ee5\u4e0b\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>FP16<\/li>\n\n\n\n<li>Q8<\/li>\n\n\n\n<li>Q6<\/li>\n\n\n\n<li>Q5<\/li>\n\n\n\n<li>Q4<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">FP16\u306f16bit\u3001Q8\u306f8bit\u3067\u8868\u73fe\u3059\u308b\u3068\u3044\u3063\u305f\u3088\u3046\u306b\u3001\u6570\u5b57\u304c\u5c0f\u3055\u3044\u307b\u3069\u30e1\u30e2\u30ea\u6d88\u8cbb\u306f\u6e1b\u5c11\u3057\u307e\u3059\u3002<br>\u305f\u3060\u3057\u91cf\u5b50\u5316\u7387\u3092\u9ad8\u3081\u3059\u304e\u308b\u3068\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63a8\u8ad6\u54c1\u8cea\u4f4e\u4e0b<\/li>\n\n\n\n<li>\u65e5\u672c\u8a9e\u6027\u80fd\u4f4e\u4e0b<\/li>\n\n\n\n<li>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u7cbe\u5ea6\u4f4e\u4e0b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u3069\u306e\u554f\u984c\u304c\u767a\u751f\u3059\u308b\u305f\u3081\u3001\u3069\u306e\u7a0b\u5ea6\u307e\u3067\u8efd\u91cf\u5316\u3092\u884c\u3046\u304b\u306f\u52d5\u4f5c\u74b0\u5883\u3084\u4f7f\u7528\u76ee\u7684\u3092\u8003\u616e\u3057\u305f\u4e0a\u3067\u6c7a\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br>(\u500b\u4eba\u4ed5\u69d8\u306e\u5834\u5408\u306f\u3001Q4\u8efd\u91cf\u5316\u3067\u3082\u307b\u3068\u3093\u3069\u554f\u984c\u306a\u304f\u52d5\u4f5c\u3057\u307e\u3059)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u7528\u4e0a\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u91cf\u5b50\u5316\u65b9\u6cd5\u304c\u3088\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Q4_K_M\uff1a\u7701\u30e1\u30e2\u30ea\u91cd\u8996<\/li>\n\n\n\n<li>Q5_K_M\uff1a\u54c1\u8cea\u3068\u901f\u5ea6\u306e\u30d0\u30e9\u30f3\u30b9<\/li>\n\n\n\n<li>Q6_K\uff1a\u54c1\u8cea\u91cd\u8996<\/li>\n<\/ul>\n\n\n\n<h3 id=\"outline__3_2\" class=\"wp-block-heading\">NVIDIA\u88fdGPU\u3068Apple Silicon\u30e6\u30cb\u30d5\u30a1\u30a4\u30c9\u30e1\u30e2\u30ea\u306e\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6bd4\u8f03<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u3092\u672c\u683c\u7684\u306b\u52d5\u304b\u3059\u5834\u5408\u3001\u73fe\u5728\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u9078\u629e\u306f\u4e3b\u306b NVIDIA\u3068 Apple Silicon\u306e\u4e8c\u629e\u3068\u306a\u308a\u307e\u3059\u3002<br>\u5927\u307e\u304b\u306a\u9055\u3044\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010NVIDIA\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u5728\u3082\u30ed\u30fc\u30ab\u30ebLLM\u306e\u4e3b\u6d41\u3068\u306a\u3063\u3066\u3044\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u3059\u3002<br>CUDA\u306b\u3088\u308b\u6700\u9069\u5316\u304c\u9032\u3093\u3067\u304a\u308a\u3001\u591a\u304f\u306e\u63a8\u8ad6\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304cNVIDIA\u3092\u524d\u63d0\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b:<br>\u30fbRTX 4060 Ti 16GB<br>\u30fbRTX 4070 Ti Super 16GB<br>\u30fbRTX 4090 24GB<br>\u30fbRTX 5090 32GB<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e1\u30ea\u30c3\u30c8:<br>\u30fb\u63a8\u8ad6\u901f\u5ea6\u304c\u901f\u3044<br>\u30fb\u5bfe\u5fdc\u30bd\u30d5\u30c8\u304c\u8c4a\u5bcc<br>\u30fb\u6700\u65b0\u6280\u8853\u3078\u306e\u5bfe\u5fdc\u304c\u65e9\u3044<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30e1\u30ea\u30c3\u30c8:<br>\u30fbVRAM\u5358\u4fa1\u304c\u9ad8\u3044<br>\u30fb\u6d88\u8cbb\u96fb\u529b\u304c\u5927\u304d\u3044<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9ad8\u3044\u51e6\u7406\u901f\u5ea6\u3092\u8a87\u308b\u53cd\u9762\u3001VRAM\u306e\u5bb9\u91cf\u306e\u554f\u984c\u306b\u3088\u308a\u3001\u5de8\u5927\u306a\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u305d\u3046\u3068\u3059\u308b\u3068\u5358\u4fa1\u304c\u9ad8\u304f\u3064\u3044\u3066\u3057\u307e\u3044\u307e\u3059\u3002<br>\u51e6\u7406\u6027\u80fd\u3092\u7b2c\u4e00\u306b\u8003\u3048\u308b\u5834\u5408\u306f\u3001NVIDIA\u306e\u65b9\u304c\u4f7f\u7528\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010Apple Silicon\u3011<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u30b7\u30ea\u30fc\u30baMac\u3067\u306f\u3001CPU\u30fbGPU\u30fb\u30e1\u30e2\u30ea\u304c\u7d71\u5408\u3055\u308c\u305f\u30e6\u30cb\u30d5\u30a1\u30a4\u30c9\u30e1\u30e2\u30ea\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<br>96GB\u3084128GB\u306e\u30e1\u30e2\u30ea\u3092\u642d\u8f09\u3057\u305f\u3082\u306e\u3067\u3042\u308c\u3070\u3001\u5927\u578b\u30e2\u30c7\u30eb\u3092\u305d\u306e\u307e\u307e\u8f09\u305b\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e1\u30ea\u30c3\u30c8:<br>\u30fb\u9759\u97f3\u6027\u304c\u9ad8\u3044<br>\u30fb\u7701\u96fb\u529b<br>\u30fb\u5927\u5bb9\u91cf\u30e1\u30e2\u30ea\u3092\u5171\u6709\u53ef\u80fd<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c7\u30e1\u30ea\u30c3\u30c8:<br>\u30fbGPU\u6027\u80fd\u306fNVIDIA\u306b\u52a3\u308b<br>\u30fb\u4e00\u90e8\u30c4\u30fc\u30eb\u306e\u6700\u9069\u5316\u304c\u4e0d\u8db3<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Apple Silicon\u306f\u96fb\u529b\u6d88\u8cbb\u304c\u5c11\u306a\u304f\u9759\u97f3\u6027\u3082\u9ad8\u3044\u305f\u3081\u3001AI\u63a8\u8ad6\u3092\u5229\u7528\u3059\u308b\u983b\u5ea6\u304c\u9ad8\u3044\u30e6\u30fc\u30b6\u30fc\u306b\u304a\u3059\u3059\u3081\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u3059\u3002<br>\u672c\u683c\u7684\u306a\u5b66\u7fd2\u304c\u5fc5\u8981\u306a\u304f\u3001\u30c1\u30e3\u30c3\u30c8UI\u306a\u3069\u3067\u65e5\u5e38\u7684\u306b\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001 Apple Silicon\u306e\u65b9\u304c\u30b3\u30b9\u30c8\u3092\u4f4e\u304f\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u8a18\u306e\u70b9\u304b\u3089\u3001\u4e00\u822c\u7684\u306b\u306f\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u901f\u5ea6\u91cd\u8996 \u2192 NVIDIA<\/li>\n\n\n\n<li>\u9759\u97f3\u6027\u3068\u7701\u96fb\u529b\u91cd\u8996 \u2192 Apple Silicon<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u3044\u3046\u9078\u3073\u65b9\u304c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"outline__4\" class=\"wp-block-heading\">Ollama\u3092\u7528\u3044\u305f\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5177\u4f53\u7684\u306a\u5c0e\u5165\u624b\u9806\u3068\u57fa\u672c\u30b3\u30de\u30f3\u30c9<\/h2>\n\n\n\n<h3 id=\"outline__4_1\" class=\"wp-block-heading\">\u74b0\u5883\u69cb\u7bc9\u304b\u3089\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u307e\u3067\u306e\u5b9f\u8df5\u30b9\u30c6\u30c3\u30d7<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u521d\u5fc3\u8005\u306b\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u5b9f\u884c\u74b0\u5883\u304cOllama\u3067\u3059\u3002<br>Ollama\u306f\u8907\u96d1\u306a\u63a8\u8ad6\u74b0\u5883\u3092\u7c21\u5358\u306b\u69cb\u7bc9\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3067\u3042\u308a\u3001Windows\u30fbmacOS\u30fbLinux\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u3001\u516c\u5f0f\u30b5\u30a4\u30c8\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u5404\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u304b\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<img decoding=\"async\" src=\"https:\/\/web-img.rensa.jp.net\/images\/techmania\/thumbnail\/images\/local_llm.webp\" class=\"post-img\" alt=\"\u30ed\u30fc\u30ab\u30ebLLM Ollama\" loading=\"lazy\">\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u6b63\u5e38\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u305f\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>ollama --version<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u52d5\u4f5c\u306b\u554f\u984c\u304c\u306a\u3051\u308c\u3070\u3001\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306b\u79fb\u884c\u53ef\u80fd\u3067\u3059\u3002<br>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u65b9\u6cd5\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b \u300collama pull\u300d \u30b3\u30de\u30f3\u30c9\u3067\u5c0e\u5165\u3057\u305f\u3044\u30e2\u30c7\u30eb\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>ollama pull qwen3\nollama pull llama3<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5b8c\u4e86\u5f8c\u306f\u3001\u300collama run\u300d \u30b3\u30de\u30f3\u30c9\u3067\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>ollama run qwen3<\/code><\/pre><\/div>\n\n\n\n<h3 id=\"outline__4_2\" class=\"wp-block-heading\">\u5b9f\u52d9\u3067\u4eca\u3059\u3050\u4f7f\u3048\u308b\u5b9f\u884c\u30fb\u64cd\u4f5c\u306e\u57fa\u672c\u30b3\u30de\u30f3\u30c9\u96c6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u969b\u306e\u696d\u52d9\u3067\u3082\u4f7f\u7528\u53ef\u80fd\u306a\u30b3\u30de\u30f3\u30c9\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u30e2\u30c7\u30eb\u306e\u4e00\u89a7\u8868\u793a\u3011<\/strong><\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>ollama list<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30eb\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30e2\u30c7\u30eb\u3092\u4e00\u89a7\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30e2\u30c7\u30eb\u306e\u5b9f\u884c\u3011<\/strong><\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>ollama run qwen3<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u884c\u3059\u308b\u3068\u3001\u30c1\u30e3\u30c3\u30c8\u30e2\u30fc\u30c9\u3067\u8d77\u52d5\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30e2\u30c7\u30eb\u306e\u524a\u9664\u3011<\/strong><\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>ollama rm qwen3<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8981\u306b\u306a\u3063\u305f\u30e2\u30c7\u30eb\u306f\u3001\u3053\u306e\u30b3\u30de\u30f3\u30c9\u3067\u524a\u9664\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30e2\u30c7\u30eb\u306e\u60c5\u5831\u8868\u793a\u3011<\/strong><\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>ollama show qwen3<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u3084\u8a2d\u5b9a\u5185\u5bb9\u306a\u3069\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30b5\u30fc\u30d0\u30fc\u30e2\u30fc\u30c9\u3092\u8d77\u52d5\u3011<\/strong><\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>ollama serve<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">REST API\u3068\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010API\u7d4c\u7531\u3067\u5b9f\u884c\u3011<\/strong><\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>curl http:\/\/localhost:11434\/api\/generate \\\n-d &#39;{\n  &quot;model&quot;:&quot;qwen3&quot;,\n  &quot;prompt&quot;:&quot;Python\u306efor\u6587\u3092\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044&quot;\n}&#39;<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u306b\u3088\u308a\u3001\u81ea\u4f5c\u30a2\u30d7\u30ea\u3084Web\u30b7\u30b9\u30c6\u30e0\u3068\u9023\u643a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u3010\u30ab\u30b9\u30bf\u30e0\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u3011<\/strong><\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>FROM qwen3\nSYSTEM \u3042\u306a\u305f\u306f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8b1b\u5e2b\u3067\u3059<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u3048\u3070\u4e0a\u8a18\u5185\u5bb9\u3092Modelfile\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u72ec\u81ea\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>ollama create mymodel -f Modelfile<\/code><\/pre><\/div>\n\n\n\n<h2 id=\"outline__5\" class=\"wp-block-heading\">\u6700\u5f8c\u306b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u306f\u73fe\u5728\u3001\u751f\u6210AI\u3092\u81ea\u5206\u306ePC\u3084\u30b5\u30fc\u30d0\u30fc\u4e0a\u3067\u5b9f\u884c\u3059\u308b\u6280\u8853\u3068\u3057\u3066\u6025\u901f\u306b\u666e\u53ca\u3057\u3066\u3044\u307e\u3059\u3002<br>\u9ad8\u6027\u80fd\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30e2\u30c7\u30eb\u306e\u767b\u5834\u3084\u91cf\u5b50\u5316\u6280\u8853\u306e\u9032\u6b69\u306b\u3088\u308a\u3001\u4e00\u822c\u5411\u3051GPU\u3084Apple Silicon\u74b0\u5883\u3067\u3082\u5341\u5206\u306a\u6027\u80fd\u3092\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u5c0e\u5165\u306e\u30cf\u30fc\u30c9\u30eb\u306f\u5927\u5e45\u306b\u4e0b\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u3072\u3068\u307e\u305a\u304a\u8a66\u3057\u3067\u4f7f\u3063\u3066\u307f\u305f\u3044\u300d \u3068\u3044\u3046\u521d\u5fc3\u8005\u306e\u65b9\u3067\u3082\u3001\u5c0f\u578b\u30e2\u30c7\u30eb\u3067\u3042\u308c\u3070\u65e2\u5b58\u74b0\u5883\u306b\u5c0e\u5165\u3067\u304d\u308b\u53ef\u80fd\u6027\u306f\u5341\u5206\u306b\u3042\u308b\u306e\u3067\u3001\u3053\u306e\u6a5f\u4f1a\u306b\u305c\u3072\u5229\u7528\u3057\u3066\u307f\u3066\u306f\u3044\u304b\u304c\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"\u6628\u4eca\u3001\u69d8\u3005\u306a\u5834\u6240\u3067AI\u304c\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u3053\u306e\u4e16\u306e\u4e2d\u3067\u3001AI\u3092\u610f\u8b58\u7684\u306b\u5229\u7528\u3057\u305f\u3053\u3068\u306e\u3042\u308b\u4eba\u3082\u5927\u52e2\u3044\u308b\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002 \u4f8b\u3048\u3070ChatGPT\u306a\u3069\u3001\u7121\u6599\u30fb\u6709\u6599\u3068\u3082\u306b\u5229\u7528\u3067\u304d\u308b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306f\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u304c\u3001\u30b1\u30fc\u30b9\u306b\u3088\u3063\u3066\u306f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u63a5\u7d9a\u74b0\u5883\u306a\u3069\u304c\u6c17\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u305d\u3053\u3067\u304a\u3059\u3059\u3081\u306a\u306e\u304c\u3001\u30cd\u30c3\u30c8\u74b0\u5883\u306b\u4f9d\u5b58\u305b\u305a\u306b\u5229\u7528\u3067\u304d\u308b \u300c\u30ed\u30fc\u30ab\u30ebLLM\u300d \u3092\u5c0e\u5165\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002 \u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001  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