{"id":2292,"date":"2026-10-25T12:38:41","date_gmt":"2026-10-25T03:38:41","guid":{"rendered":"https:\/\/cg-method.com\/ai\/?p=2292"},"modified":"2026-10-25T19:00:42","modified_gmt":"2026-10-25T10:00:42","slug":"local-llm-recommended-models","status":"publish","type":"post","link":"https:\/\/cg-method.com\/ai\/local-llm-recommended-models\/","title":{"rendered":"\u30ed\u30fc\u30ab\u30ebLLM\u304a\u3059\u3059\u3081\u30e2\u30c7\u30eb\uff5c\u7528\u9014\u5225\u306e\u9078\u3073\u65b9\u3068GPU\u306a\u3057\u30ce\u30fc\u30c8\u306e\u5b9f\u6e2c\u901f\u5ea6"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u203b\u672c\u8a18\u4e8b\u306b\u306f\u30a2\u30d5\u30a3\u30ea\u30a8\u30a4\u30c8\u5e83\u544a\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u304a\u3059\u3059\u3081\u30e2\u30c7\u30eb\u3092\u3001\u7528\u9014\u5225\u306e\u9078\u3073\u65b9\u304c\u5206\u304b\u308b\u3088\u3046\u306b\u6bd4\u3079\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bfe\u8c61\u306f\u3001Ollama\u3067\u52d5\u304fGemma 3\u30fbQwen3\u30fbLlama 3.2\u30fbgpt-oss\u306e4\u7cfb\u7d71\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d50\u8ad6\u306f\u6b21\u306e\u8868\u306e\u3068\u304a\u308a\u3067\u3001\u65e5\u672c\u8a9e\u306e\u6587\u7ae0\u306a\u3089gemma3:4b\u3001\u8efd\u3055\u91cd\u8996\u306a\u3089gemma3:1b\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901f\u5ea6\u306e\u6570\u5024\u306f\u3001GPU\u306a\u3057\u306e16GB\u30ce\u30fc\u30c8PC\u3067\u5f53\u65b9\u304c\u5b9f\u6e2c\u3057\u305f\u3082\u306e\u3067\u30012026\u5e7410\u670825\u65e5\u6642\u70b9\u306e\u5024\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-fixed-layout\"><thead><tr><th style=\"min-width:8em !important\">\u7528\u9014<\/th><th>\u63a8\u3059\u30e2\u30c7\u30eb<\/th><th>\u5bb9\u91cf<\/th><th>\u63a8\u3059\u7406\u7531<\/th><\/tr><\/thead><tbody><tr><td>\u65e5\u672c\u8a9e\u306e\u6587\u7ae0\u30fb\u8981\u7d04<\/td><td>gemma3:4b<\/td><td>3.4GB<\/td><td>\u516c\u5f0f\u306f140\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u3001\u8981\u7d04\u3084\u8cea\u554f\u5fdc\u7b54\u306b\u5411\u304f\u3068\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002\u5f53\u65b9\u304c\u6e2c\u3063\u305f\u3068\u304d\u306f\u65e5\u672c\u8a9e\u306e3\u70b9\u3092\u82f1\u8a9e\u307e\u3058\u308a\u306a\u3057\u3067\u7b54\u3048\u3001CPU\u3060\u3051\u3067\u7d0411 tok\/s\u3067\u3057\u305f<\/td><\/tr><tr><td>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0<\/td><td>qwen3:8b<\/td><td>5.2GB<\/td><td>\u516c\u5f0f\u306f\u601d\u8003\u30e2\u30fc\u30c9\u3068\u30c4\u30fc\u30eb\u5229\u7528\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3068\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002\u5f53\u65b9\u304c\u6e2c\u3063\u305f\u3068\u304d\u306f\u65e5\u672c\u8a9e\u306e\u56de\u7b54\u304c\u81ea\u7136\u3067\u3057\u305f\u3002CPU\u3060\u3051\u3067\u306f\u7d046 tok\/s\u3067\u5f85\u3064\u306e\u3067\u3001GPU\u306e\u3042\u308bPC\u5411\u304d\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306e\u54c1\u8cea\u306f\u5f53\u65b9\u3067\u306f\u78ba\u304b\u3081\u3066\u3044\u307e\u305b\u3093<\/td><\/tr><tr><td>\u753b\u50cf\u3082\u8aad\u3080<\/td><td>gemma3:4b\uff08\u4f59\u88d5\u304c\u3042\u308c\u307012b\uff09<\/td><td>3.4GB\uff0f8.2GB<\/td><td>\u516c\u5f0f\u3067\u306f4b\u4ee5\u4e0a\u304c\u753b\u50cf\u306e\u5165\u529b\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u8aad\u307f\u53d6\u308a\u306e\u54c1\u8cea\u306f\u5f53\u65b9\u3067\u306f\u78ba\u304b\u3081\u3066\u3044\u307e\u305b\u3093<\/td><\/tr><tr><td>\u3068\u306b\u304b\u304f\u8efd\u3044<\/td><td>gemma3:1b<\/td><td>806MB<\/td><td>\u5f53\u65b9\u304c\u6e2c\u3063\u305f\u3068\u304d\u306f\u7d0433\u301c37 tok\/s\u3067\u3001\u6e2c\u3063\u305f5\u3064\u306e\u306a\u304b\u3067\u3044\u3061\u3070\u3093\u901f\u3044\u30e2\u30c7\u30eb\u3067\u3057\u305f\u3002\u65e5\u672c\u8a9e\u306e\u7b87\u6761\u66f8\u304d\u3082\u8aad\u3081\u307e\u3059\u3002\u516c\u5f0f\u3067\u306f\u30c6\u30ad\u30b9\u30c8\u306e\u307f\u3067\u3059<\/td><\/tr><tr><td>\u9ad8\u6027\u80fd\u3092\u72d9\u3046<\/td><td>gpt-oss:20b<\/td><td>14GB<\/td><td>\u516c\u5f0f\u306f\u300c16GB\u30e1\u30e2\u30ea\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u52d5\u304f\u300d\u3068\u66f8\u304d\u3001\u63a8\u8ad6\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5411\u3051\u3068\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002\u5f53\u65b9\u306f\u6e2c\u3063\u3066\u3044\u307e\u305b\u3093<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">\u7528\u9014\u5225\u306e\u63a8\u3057\u30e2\u30c7\u30eb\uff08\u516c\u5f0f\u306e\u8aac\u660e\u3068\u5f53\u65b9\u306e\u5b9f\u6e2c\u304b\u3089\u30022026\u5e7410\u670825\u65e5\u6642\u70b9\uff09<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e5\u672c\u8a9e\u7279\u5316\u30e2\u30c7\u30eb\u306e\u6df1\u6398\u308a\u3068\u5fc5\u8981\u30e1\u30e2\u30ea\u306e\u8a08\u7b97\u306f\u5225\u8a18\u4e8b\u306b\u4efb\u305b\u3001\u672c\u8a18\u4e8b\u306f\u300c\u3069\u308c\u3092\u9078\u3076\u304b\u300d\u3068\u300cPC\u3092\u8cb7\u3044\u66ff\u3048\u308b\u3079\u304d\u304b\u300d\u306b\u7d5e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u30e2\u30c7\u30eb\u4e00\u89a7\uff08\u516c\u5f0f\u306e\u4ed5\u69d8\u3067\u6bd4\u3079\u308b\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u3001Ollama\u306e\u30e2\u30c7\u30eb\u30da\u30fc\u30b8\u306b\u8f09\u3063\u3066\u3044\u308b\u516c\u5f0f\u306e\u4ed5\u69d8\u30921\u3064\u306e\u8868\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bb9\u91cf\u306f\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306e\u30b5\u30a4\u30ba\u3067\u3001\u52d5\u304b\u3059\u306b\u306f\u3053\u308c\u3088\u308a\u591a\u3044\u30e1\u30e2\u30ea\u304c\u3044\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u70b9\u6570\u306f\u8f09\u305b\u305a\u3001\u516c\u5f0f\u306e\u8aac\u660e\u3068\u5f53\u65b9\u306e\u5b9f\u6e2c\u3060\u3051\u3067\u6bd4\u3079\u308b\u65b9\u91dd\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-fixed-layout\"><thead><tr><th style=\"min-width:8em !important\">\u30e2\u30c7\u30eb\uff08Ollama\u306e\u30bf\u30b0\uff09<\/th><th>\u5bb9\u91cf<\/th><th>\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577<\/th><th>\u30e9\u30a4\u30bb\u30f3\u30b9<\/th><th>\u516c\u5f0f\u306e\u8aac\u660e\u306e\u8981\u70b9<\/th><\/tr><\/thead><tbody><tr><td>gemma3:1b<\/td><td>806MB<\/td><td>32K<\/td><td>Gemma Terms of Use<\/td><td>Google\u306e\u30e2\u30c7\u30eb\u3002\u30c6\u30ad\u30b9\u30c8\u306e\u307f<\/td><\/tr><tr><td>gemma3:4b<\/td><td>3.4GB<\/td><td>128K<\/td><td>Gemma Terms of Use<\/td><td>\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u3092\u3042\u3064\u304b\u3046\u3002140\u4ee5\u4e0a\u306e\u8a00\u8a9e\u3002\u8cea\u554f\u5fdc\u7b54\u30fb\u8981\u7d04\u30fb\u63a8\u8ad6\u306b\u5411\u304f<\/td><\/tr><tr><td>gemma3:12b<\/td><td>8.2GB<\/td><td>128K<\/td><td>Gemma Terms of Use<\/td><td>4b\u3068\u540c\u3058<\/td><\/tr><tr><td>gemma3:27b<\/td><td>17GB<\/td><td>128K<\/td><td>Gemma Terms of Use<\/td><td>\u300c1\u679a\u306eGPU\u3067\u52d5\u304f\u306a\u304b\u3067\u3082\u3063\u3068\u3082\u9ad8\u6027\u80fd\u300d\u3068\u516c\u5f0f\u304c\u8aac\u660e\u3057\u3066\u3044\u308b<\/td><\/tr><tr><td>qwen3:0.6b\uff0f1.7b<\/td><td>523MB\uff0f1.4GB<\/td><td>40K<\/td><td>\u30da\u30fc\u30b8\u306b\u8a18\u8f09\u306a\u3057<\/td><td>Alibaba\u306e\u30e2\u30c7\u30eb\u3002\u601d\u8003\u30e2\u30fc\u30c9\uff08thinking\uff09\u3068\u30c4\u30fc\u30eb\u5229\u7528\uff08tools\uff09\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b<\/td><\/tr><tr><td>qwen3:4b<\/td><td>2.5GB<\/td><td>256K<\/td><td>\u30da\u30fc\u30b8\u306b\u8a18\u8f09\u306a\u3057<\/td><td>\u4e0a\u3068\u540c\u3058\u3002100\u4ee5\u4e0a\u306e\u8a00\u8a9e\u3068\u65b9\u8a00\u306b\u5bfe\u5fdc\u3057\u3001\u7ffb\u8a33\u306b\u5f37\u3044\u3068\u3057\u3066\u3044\u308b<\/td><\/tr><tr><td>qwen3:8b\uff08latest\uff09<\/td><td>5.2GB<\/td><td>40K<\/td><td>\u30da\u30fc\u30b8\u306b\u8a18\u8f09\u306a\u3057<\/td><td>\u4e0a\u3068\u540c\u3058<\/td><\/tr><tr><td>qwen3:14b\uff0f32b<\/td><td>9.3GB\uff0f20GB<\/td><td>40K<\/td><td>\u30da\u30fc\u30b8\u306b\u8a18\u8f09\u306a\u3057<\/td><td>\u4e0a\u3068\u540c\u3058<\/td><\/tr><tr><td>qwen3:30b\uff08MoE A3B\uff09<\/td><td>19GB<\/td><td>256K<\/td><td>\u30da\u30fc\u30b8\u306b\u8a18\u8f09\u306a\u3057<\/td><td>\u4e0a\u3068\u540c\u3058<\/td><\/tr><tr><td>llama3.2:1b\uff0f3b<\/td><td>1.3GB\uff0f2.0GB<\/td><td>128K<\/td><td>\u30da\u30fc\u30b8\u306b\u8a18\u8f09\u306a\u3057<\/td><td>Meta\u306e\u30e2\u30c7\u30eb\u3002\u516c\u5f0f\u306e\u5bfe\u5fdc\u306f\u82f1\u30fb\u72ec\u30fb\u4ecf\u30fb\u4f0a\u30fb\u8461\u30fb\u30d2\u30f3\u30c7\u30a3\u30fc\u30fb\u897f\u30fb\u30bf\u30a4\u306e8\u8a00\u8a9e\u3067\u3001\u65e5\u672c\u8a9e\u306f\u306a\u3044\u3002\u8981\u7d04\u30fb\u6307\u793a\u306b\u3057\u305f\u304c\u3046\u30fb\u30c4\u30fc\u30eb\u5229\u7528<\/td><\/tr><tr><td>gpt-oss:20b<\/td><td>14GB<\/td><td>128K<\/td><td>Apache 2.0<\/td><td>OpenAI\u306e\u30e2\u30c7\u30eb\u3002MXFP4\u91cf\u5b50\u5316\u3067\u300c16GB\u30e1\u30e2\u30ea\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u52d5\u304f\u300d\u3068\u3057\u3066\u3044\u308b\u3002\u63a8\u8ad6\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5411\u3051\u3002\u601d\u8003\u306e\u5f37\u3055\u3092low\uff0fmedium\uff0fhigh\u3067\u5909\u3048\u3089\u308c\u308b<\/td><\/tr><tr><td>gpt-oss:120b<\/td><td>65GB<\/td><td>128K<\/td><td>Apache 2.0<\/td><td>\u300c80GB\u306eGPU1\u679a\u306b\u304a\u3055\u307e\u308b\u300d\u3068\u516c\u5f0f\u304c\u66f8\u3044\u3066\u3044\u308b<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">Ollama\u306e\u30e2\u30c7\u30eb\u30da\u30fc\u30b8\u306b\u8f09\u3063\u3066\u3044\u308b\u516c\u5f0f\u306e\u4ed5\u69d8\uff082026\u5e7410\u670825\u65e5\u78ba\u8a8d\uff09<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u51fa\u5178\uff1a<a href=\"https:\/\/ollama.com\/library\/gemma3\" target=\"_blank\" rel=\"noopener\">Ollama\uff1agemma3<\/a>\uff0f<a href=\"https:\/\/ollama.com\/library\/qwen3\" target=\"_blank\" rel=\"noopener\">Ollama\uff1aqwen3<\/a>\uff0f<a href=\"https:\/\/ollama.com\/library\/llama3.2\" target=\"_blank\" rel=\"noopener\">Ollama\uff1allama3.2<\/a>\uff0f<a href=\"https:\/\/ollama.com\/library\/gpt-oss\" target=\"_blank\" rel=\"noopener\">Ollama\uff1agpt-oss<\/a>\uff082026\u5e7410\u670825\u65e5\u78ba\u8a8d\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u672c\u6587\uff1a<a href=\"https:\/\/ai.google.dev\/gemma\/terms\" target=\"_blank\" rel=\"noopener\">Gemma Terms of Use<\/a>\uff0f<a href=\"https:\/\/www.apache.org\/licenses\/LICENSE-2.0\" target=\"_blank\" rel=\"noopener\">Apache License 2.0<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Gemma 3\uff08Google\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">1b\u30fb4b\u30fb12b\u30fb27b\u306e4\u30b5\u30a4\u30ba\u304c\u3042\u308a\u30014b\u4ee5\u4e0a\u306f\u753b\u50cf\u3082\u5165\u529b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u516c\u5f0f\u306f140\u4ee5\u4e0a\u306e\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u3001\u8cea\u554f\u5fdc\u7b54\u30fb\u8981\u7d04\u30fb\u63a8\u8ad6\u306b\u5411\u304f\u3068\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">27b\u306f\u300c1\u679a\u306eGPU\u3067\u52d5\u304f\u306a\u304b\u3067\u3082\u3063\u3068\u3082\u9ad8\u6027\u80fd\u300d\u3068\u516c\u5f0f\u304c\u66f8\u3044\u3066\u3044\u307e\u3059\u304c\u3001\u5f53\u65b9\u306f\u8a66\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gemma 3\u3092\u4f7f\u3046\u306b\u306f\u3001Ollama\u306e\u30d0\u30fc\u30b8\u30e7\u30f30.6\u4ee5\u964d\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Qwen3\uff08Alibaba\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">0.6b\u304b\u308932b\u307e\u3067\u30b5\u30a4\u30ba\u306e\u523b\u307f\u304c\u7d30\u304b\u304f\u3001\u601d\u8003\u30e2\u30fc\u30c9\u3068\u30c4\u30fc\u30eb\u5229\u7528\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4b\u306b\u3064\u3044\u3066\u516c\u5f0f\u306f\u3001100\u4ee5\u4e0a\u306e\u8a00\u8a9e\u3068\u65b9\u8a00\u306b\u5bfe\u5fdc\u3057\u3001\u7ffb\u8a33\u306b\u5f37\u3044\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">30b\u306fMoE A3B\u3068\u3044\u3046\u69cb\u9020\u3067\u3001\u5bb9\u91cf19GB\u306b\u5bfe\u3057\u3066\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u306f256K\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u601d\u8003\u30e2\u30fc\u30c9\u306f\u4fbf\u5229\u306a\u53cd\u9762\u3001\u5f85\u3061\u6642\u9593\u304c\u306e\u3073\u308b\u539f\u56e0\u306b\u3082\u306a\u308b\u306e\u3067\u3001\u5f8c\u306e\u7bc0\u3067\u5b9f\u4f8b\u3092\u6319\u3052\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Llama 3.2\uff08Meta\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">1b\u30683b\u306e\u5c0f\u3055\u306a\u30b5\u30a4\u30ba\u3067\u3001\u8981\u7d04\u30fb\u6307\u793a\u306b\u3057\u305f\u304c\u3046\u30fb\u30c4\u30fc\u30eb\u5229\u7528\u306b\u5411\u304f\u3068\u516c\u5f0f\u306f\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u516c\u5f0f\u306e\u5bfe\u5fdc\u8a00\u8a9e\u306f\u82f1\u8a9e\u30fb\u30c9\u30a4\u30c4\u8a9e\u30fb\u30d5\u30e9\u30f3\u30b9\u8a9e\u306a\u30698\u8a00\u8a9e\u3067\u3001\u65e5\u672c\u8a9e\u306f\u5165\u3063\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e5\u672c\u8a9e\u3067\u4f7f\u3063\u305f\u3068\u304d\u306e\u69d8\u5b50\u306f\u3001\u5b9f\u6e2c\u306e\u7bc0\u3067\u3075\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">gpt-oss\uff08OpenAI\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">20b\u3068120b\u306e2\u3064\u3067\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u306fApache 2.0\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u516c\u5f0f\u306f\u300120b\u3092MXFP4\u3068\u3044\u3046\u91cf\u5b50\u5316\u3067\u300c16GB\u30e1\u30e2\u30ea\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u52d5\u304f\u300d\u3068\u3057\u3001\u63a8\u8ad6\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5411\u3051\u3068\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u601d\u8003\u306e\u5f37\u3055\u3092low\u30fbmedium\u30fbhigh\u3067\u5207\u308a\u66ff\u3048\u3089\u308c\u308b\u306e\u3082\u7279\u5fb4\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">120b\u306f\u300c80GB\u306eGPU1\u679a\u306b\u304a\u3055\u307e\u308b\u300d\u3068\u516c\u5f0f\u304c\u66f8\u3044\u3066\u304a\u308a\u3001\u500b\u4eba\u306ePC\u3067\u52d5\u304b\u3059\u306b\u306f\u5225\u306e\u5de5\u592b\u304c\u3044\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u95a2\u9023\uff1a<a href=\"https:\/\/cg-method.com\/ai\/gpt-oss-120b-local\/\">gpt-oss-120b\u3092\u30ed\u30fc\u30ab\u30eb\u3067\u52d5\u304b\u3059\u306b\u306f<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">GPU\u306a\u3057\u306e16GB\u30ce\u30fc\u30c8\u3067\u6e2c\u3063\u305f\u751f\u6210\u901f\u5ea6\uff08\u5f53\u65b9\u306e\u5b9f\u6e2c\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u65b9\u30675\u3064\u306e\u30e2\u30c7\u30eb\u3092\u540c\u3058\u8cea\u554f\u3067\u52d5\u304b\u3057\u3001\u751f\u6210\u306e\u901f\u3055\u3092\u6e2c\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GPU\u306a\u3057\u306e\u30ce\u30fc\u30c8PC\u306a\u306e\u3067\u3001GPU\u306e\u3042\u308bPC\u3067\u306f\u3053\u308c\u3088\u308a\u901f\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u6570\u5024\u306f\u78ba\u304b\u3081\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a08\u6e2c\u3057\u305f\u74b0\u5883\u3068\u65b9\u6cd5<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>OS\uff1aWindows 11 Pro<\/li>\n\n\n<li>CPU\uff1aAMD Ryzen 5 7530U\uff08\u5185\u8535\u306eRadeon\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3001\u5c02\u7528GPU\u306a\u3057\uff09<\/li>\n\n\n<li>\u30e1\u30e2\u30ea\uff1a16GB\uff08\u5b9f\u88c515.4GB\uff09<\/li>\n\n\n<li>Ollama\uff1a0.40.11<\/li>\n\n\n<li>\u8a08\u6e2c\u65e5\uff1a2026\u5e7410\u670825\u65e5<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8cea\u554f\u306f\u300cWordPress\u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u9078\u3076\u3068\u304d\u306b\u6c17\u3092\u3064\u3051\u308b\u3053\u3068\u30923\u3064\u3001\u54041\u6587\u3067\u65e5\u672c\u8a9e\u3067\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u5185\u5bb9\u3067\u3001\u5404\u30e2\u30c7\u30eb\u306b2\u56de\u305a\u3064\u6295\u3052\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-plain\"><code>ollama run gemma3:4b --verbose<\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u901f\u3055\u306f\u3001<code>--verbose<\/code> \u3092\u4ed8\u3051\u308b\u3068\u8868\u793a\u3055\u308c\u308b eval rate\uff08\u751f\u6210\u901f\u5ea6\u3001\u30c8\u30fc\u30af\u30f3\/\u79d2\uff09\u3092\u8a18\u9332\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56de\u6570\u304c\u5c11\u306a\u3044\u306e\u3067\u3001\u6570\u5024\u306f\u76ee\u5b89\u3068\u3057\u3066\u898b\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u751f\u6210\u901f\u5ea6\u306e\u7d50\u679c<\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-fixed-layout\"><thead><tr><th style=\"min-width:8em !important\">\u30e2\u30c7\u30eb<\/th><th>\u5bb9\u91cf<\/th><th>\u751f\u6210\u901f\u5ea6 1\u56de\u76ee<\/th><th>\u751f\u6210\u901f\u5ea6 2\u56de\u76ee<\/th><th>\u751f\u6210\u30c8\u30fc\u30af\u30f3\u6570\uff081\u56de\u76ee\uff0f2\u56de\u76ee\uff09<\/th><\/tr><\/thead><tbody><tr><td>gemma3:1b<\/td><td>806MB<\/td><td>36.7 tok\/s<\/td><td>32.8 tok\/s<\/td><td>103\uff0f132<\/td><\/tr><tr><td>llama3.2:3b<\/td><td>2.0GB<\/td><td>14.3 tok\/s<\/td><td>15.9 tok\/s<\/td><td>246\uff0f154<\/td><\/tr><tr><td>qwen3:4b<\/td><td>2.5GB<\/td><td>9.5 tok\/s<\/td><td>9.6 tok\/s<\/td><td>2,129\uff0f2,058\uff08\u601d\u8003\u3092\u3075\u304f\u3080\uff09<\/td><\/tr><tr><td>gemma3:4b<\/td><td>3.4GB<\/td><td>11.1 tok\/s<\/td><td>10.9 tok\/s<\/td><td>107\uff0f115<\/td><\/tr><tr><td>qwen3:8b<\/td><td>5.2GB<\/td><td>5.9 tok\/s<\/td><td>5.7 tok\/s<\/td><td>257\uff0f280<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">CPU\u306e\u307f\u30fb16GB\u30ce\u30fc\u30c8\u3067\u306e\u751f\u6210\u901f\u5ea6\uff08\u5f53\u65b9\u306e\u5b9f\u6e2c\u30012026\u5e7410\u670825\u65e5\u3002\u5c0f\u65701\u6841\u306b\u4e38\u3081\u305f\uff09<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">1B\u301c4B\u306e\u30e2\u30c7\u30eb\u306f10\u301c37 tok\/s\u3067\u3001\u5f53\u65b9\u306e\u611f\u89e6\u3067\u306f\u65e5\u5e38\u306e\u8cea\u554f\u306b\u4f7f\u3048\u308b\u901f\u3055\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">8B\u306eqwen3:8b\u306f\u7d046 tok\/s\u3067\u30011\u56de\u306e\u56de\u7b54\u306b\u7d0445\u301c50\u79d2\u304b\u304b\u308a\u3001\u5f85\u3061\u6642\u9593\u304c\u6c17\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CPU\u306e\u307f\u306e16GB\u30ce\u30fc\u30c8\u3067\u65e5\u5e38\u7684\u306b\u4f7f\u3046\u306a\u3089\u30014B\u307e\u3067\u304c\u5b9f\u7528\u30e9\u30a4\u30f3\u3068\u3044\u3046\u306e\u304c\u5f53\u65b9\u306e\u7d50\u8ad6\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u65e5\u672c\u8a9e\u306e\u51fa\u529b\u306e\u69d8\u5b50<\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-fixed-layout\"><thead><tr><th style=\"min-width:8em !important\">\u30e2\u30c7\u30eb<\/th><th>\u65e5\u672c\u8a9e\u306e\u51fa\u529b\uff08\u5f53\u65b9\u304c\u8aad\u3093\u3060\u69d8\u5b50\uff09<\/th><\/tr><\/thead><tbody><tr><td>gemma3:1b<\/td><td>\u65e5\u672c\u8a9e\u30673\u70b9\u3092\u7b87\u6761\u66f8\u304d\u3002\u5185\u5bb9\u306f\u7121\u96e3\u3067\u8aad\u3081\u308b<\/td><\/tr><tr><td>llama3.2:3b<\/td><td>\u65e5\u672c\u8a9e\u3060\u304c\u300c\u30b3\u30f3\u30d1atability\u300d\u306e\u3088\u3046\u306b\u82f1\u8a9e\u304c\u307e\u3056\u3063\u305f<\/td><\/tr><tr><td>qwen3:4b<\/td><td>\u82f1\u8a9e\u30672,000\u30c8\u30fc\u30af\u30f3\u8fd1\u304f\u8003\u3048\u3066\u304b\u3089\u65e5\u672c\u8a9e\u30673\u70b9\u3092\u7b54\u3048\u305f\u30021\u56de\u306e\u56de\u7b54\u306b3\u5206\u534a<\/td><\/tr><tr><td>gemma3:4b<\/td><td>\u65e5\u672c\u8a9e\u30673\u70b9\u3092\u7b87\u6761\u66f8\u304d\uff08\u958b\u767a\u5143\u306e\u4fe1\u983c\u6027\u30fb\u30ec\u30d3\u30e5\u30fc\u30fb\u4e92\u63db\u6027\uff09\u30021b\u3088\u308a\u7406\u7531\u304c\u5177\u4f53\u7684\u3067\u3001\u82f1\u8a9e\u306e\u307e\u3056\u308a\u306a\u3057<\/td><\/tr><tr><td>qwen3:8b<\/td><td>\u601d\u8003\u306f\u77ed\u3081\uff08\u82f1\u8a9e\uff09\u3067\u3001\u65e5\u672c\u8a9e\u306e3\u70b9\u306f\u81ea\u7136\u30021\u56de\u306e\u56de\u7b54\u306b\u7d0445\u301c50\u79d2<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">\u540c\u3058\u8cea\u554f\u306b\u5bfe\u3059\u308b\u65e5\u672c\u8a9e\u306e\u51fa\u529b\u306e\u69d8\u5b50\uff08\u5f53\u65b9\u306e\u5b9f\u6e2c\uff09<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">gemma3:4b\u306f\u3001\u958b\u767a\u5143\u306e\u4fe1\u983c\u6027\u30fb\u30ec\u30d3\u30e5\u30fc\u30fb\u4e92\u63db\u6027\u306e3\u70b9\u3092\u7406\u7531\u3064\u304d\u3067\u6319\u3052\u30011b\u3088\u308a\u5177\u4f53\u7684\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">qwen3:4b\u306f\u3001\u82f1\u8a9e\u30672,000\u30c8\u30fc\u30af\u30f3\u8fd1\u304f\u8003\u3048\u3066\u304b\u3089\u65e5\u672c\u8a9e\u3067\u7b54\u3048\u30011\u56de\u306b3\u5206\u534a\u304b\u304b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u601d\u8003\u3092\u5207\u308c\u3070\u77ed\u304f\u306a\u308b\u898b\u8fbc\u307f\u3067\u3059\u304c\u3001\u5f53\u65b9\u3067\u306f\u78ba\u304b\u3081\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30e1\u30e2\u30ea\u306e\u76ee\u5b89\uff08\u5bb9\u91cf\u3088\u308a\u591a\u3081\u306b\u3044\u308b\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3059\u306e\u306b\u3044\u308b\u30e1\u30e2\u30ea\u306e\u8003\u3048\u65b9\u3092\u304a\u3055\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u5bb9\u91cf\u3088\u308a\u591a\u3044\u30e1\u30e2\u30ea\u304c\u3044\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u306e\u5bb9\u91cf\u306f\u30d5\u30a1\u30a4\u30eb\u306e\u30b5\u30a4\u30ba\u3067\u3001\u52d5\u304b\u3059\u3068\u304d\u306f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff08\u4f1a\u8a71\u306e\u5c65\u6b74\u3092\u7f6e\u304f\u9818\u57df\uff09\u306e\u3076\u3093\u306e\u30e1\u30e2\u30ea\u3082\u4f7f\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bb9\u91cf\u3068\u540c\u3058\u3060\u3051\u306e\u30e1\u30e2\u30ea\u3057\u304b\u306a\u3044PC\u3067\u306f\u3001\u8aad\u307f\u8fbc\u3081\u306a\u3044\u304b\u52d5\u4f5c\u304c\u9045\u304f\u306a\u308b\u3068\u8003\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u3054\u3068\u306e\u5fc5\u8981\u30e1\u30e2\u30ea\u306e\u898b\u7a4d\u3082\u308a\u65b9\u306f\u3001\u5225\u8a18\u4e8b\u306b\u307e\u3068\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u95a2\u9023\uff1a<a href=\"https:\/\/cg-method.com\/ai\/local-llm-required-specs\/\">\u30ed\u30fc\u30ab\u30ebLLM\u306b\u5fc5\u8981\u306a\u30b9\u30da\u30c3\u30af\uff08\u30e1\u30e2\u30ea\u306e\u898b\u7a4d\u3082\u308a\uff09<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u95a2\u9023\uff1a<a href=\"https:\/\/cg-method.com\/ai\/local-llm-out-of-memory\/\">\u30ed\u30fc\u30ab\u30ebLLM\u3067\u30e1\u30e2\u30ea\u304c\u8db3\u308a\u306a\u3044\u3068\u304d\u306e\u5207\u308a\u5206\u3051<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">16GB\u306e\u30ce\u30fc\u30c8\u3067\u52d5\u304b\u3057\u305f\u7bc4\u56f2<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u65b9\u306e16GB\u306e\u30ce\u30fc\u30c8\u3067\u306f\u3001\u5bb9\u91cf5.2GB\u306eqwen3:8b\u307e\u3067\u3092\u52d5\u304b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">8.2GB\u306egemma3:12b\u306814GB\u306egpt-oss:20b\u306f\u8a66\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u540c\u3058\u30ce\u30fc\u30c8\u3067\u52d5\u304f\u304b\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">gpt-oss:20b\u306f\u516c\u5f0f\u304c16GB\u30e1\u30e2\u30ea\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u76ee\u5b89\u306b\u3057\u3066\u3044\u308b\u306e\u3067\u300116GB\u306ePC\u3067\u306f\u4f59\u88d5\u304c\u5c11\u306a\u3044\u524d\u63d0\u3067\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">PC\u3092\u8cb7\u3044\u66ff\u3048\u308b\u524d\u306b\u78ba\u304b\u3081\u308b\u3053\u3068<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5148\u306b\u7d50\u8ad6\u3092\u66f8\u304f\u3068\u30014B\u307e\u3067\u306a\u3089\u4eca\u306ePC\u3067\u8a66\u3059\u4fa1\u5024\u304c\u3042\u308a\u30018B\u4ee5\u4e0a\u3092\u65e5\u5e38\u7684\u306b\u4f7f\u3046\u306a\u3089\u8cb7\u3044\u66ff\u3048\u304c\u9078\u629e\u80a2\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">GPU\u306a\u3057\u3067\u30824B\u307e\u3067\u306f\u52d5\u304f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u65b9\u306e\u5b9f\u6e2c\u3069\u304a\u308a\u3001\u5c02\u7528GPU\u306e\u306a\u304416GB\u306e\u30ce\u30fc\u30c8\u3067\u3082gemma3:4b\u306f\u7d0411 tok\/s\u3067\u52d5\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u306f\u624b\u5143\u306ePC\u306bOllama\u3092\u5165\u308c\u3001gemma3:1b\u3068gemma3:4b\u3092\u8a66\u3059\u9806\u756a\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5165\u308c\u65b9\u3068\u6700\u521d\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001\u5165\u9580\u8a18\u4e8b\u306b\u307e\u3068\u3081\u3066\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u95a2\u9023\uff1a<a href=\"https:\/\/cg-method.com\/ai\/ollama-guide\/\">Ollama\u306e\u4f7f\u3044\u65b9\u5165\u9580<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8B\u4ee5\u4e0a\u3092\u65e5\u5e38\u7684\u306b\u4f7f\u3046\u306a\u3089GPU\u304b\u30e1\u30e2\u30ea\u306e\u591a\u3044PC<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">8B\u3067\u7d046 tok\/s\u300112B\u4ee5\u4e0a\u306f\u672a\u8a08\u6e2c\u3068\u3044\u3046\u5f53\u65b9\u306e\u74b0\u5883\u3067\u306f\u3001\u5927\u304d\u306a\u30e2\u30c7\u30eb\u306e\u5e38\u7528\u306f\u53b3\u3057\u3044\u3068\u5224\u65ad\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8cb7\u3044\u66ff\u3048\u308b\u306a\u3089\u3001GPU\u306e\u30e1\u30e2\u30ea\uff08VRAM\uff09\u304b\u672c\u4f53\u30e1\u30e2\u30ea\u304c\u591a\u3044\u6a5f\u7a2e\u3092\u3001\u52d5\u304b\u3057\u305f\u3044\u30e2\u30c7\u30eb\u306e\u5bb9\u91cf\u304b\u3089\u9006\u7b97\u3057\u3066\u9078\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5019\u88dc\u306e\u7d5e\u308a\u8fbc\u307f\u306b\u306f\u3001\u5f53\u65b9\u304c\u307e\u3068\u3081\u305fAI\u5411\u3051PC\u306e\u6bd4\u8f03\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u4f7f\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u95a2\u9023\uff1a<a href=\"https:\/\/cg-method.com\/ai\/local-ai-pc-database\/\">AI\u5411\u3051PC\u6bd4\u8f03\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08\u30df\u30cbPC\u30fb\u30ce\u30fc\u30c8\u30fb\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\uff09<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u95a2\u9023\uff1a<a href=\"https:\/\/cg-method.com\/ai\/ai-cpu-gpu-comparison\/\">AI\u6027\u80fd\u3067\u9078\u3076CPU\u30fbGPU\u6bd4\u8f03\u8868<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30df\u30cbPC\u3068\u3044\u3046\u9078\u629e\u80a2<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7f6e\u304d\u5834\u6240\u3092\u53d6\u3089\u305a\u306b\u30e1\u30e2\u30ea\u3092\u591a\u304f\u7a4d\u3081\u308b\u6a5f\u7a2e\u3068\u3057\u3066\u3001AI\u5411\u3051\u3092\u3046\u305f\u3046\u30df\u30cbPC\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u7a2e\u3054\u3068\u306e\u30e1\u30e2\u30ea\u5bb9\u91cf\u3068GPU\u306e\u6709\u7121\u306f\u3001\u3053\u3061\u3089\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\u3067\u78ba\u304b\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/px.a8.net\/svt\/ejp?a8mat=4BC2EH+4SNQ7M+5W12+5YJRM\" rel=\"nofollow\">GMKtec \u516c\u5f0f\u30b5\u30a4\u30c8<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Mac\u3092\u5019\u88dc\u306b\u3059\u308b\u306a\u3089\u3001Mac mini\u3067\u52d5\u304b\u3057\u305f\u8a18\u4e8b\u3082\u53c2\u8003\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u95a2\u9023\uff1a<a href=\"https:\/\/cg-method.com\/ai\/mac-mini-m4-local-llm\/\">Mac mini\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3059<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5411\u304b\u306a\u3044\u4f7f\u3044\u65b9\u3068\u3064\u307e\u305a\u304d\u3084\u3059\u3044\u70b9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u306f\u3001\u5f53\u65b9\u304c\u5b9f\u6e2c\u3067\u6c17\u3065\u3044\u305f\u70b9\u3068\u3001\u516c\u5f0f\u306e\u8a18\u8f09\u304b\u3089\u5206\u304b\u308b\u6ce8\u610f\u70b9\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>Llama 3.2\u306f\u65e5\u672c\u8a9e\u306b\u82f1\u8a9e\u304c\u307e\u3056\u308b<\/li>\n\n\n<li>Qwen3\u306f\u601d\u8003\u30e2\u30fc\u30c9\u3067\u5f85\u3061\u6642\u9593\u304c\u306e\u3073\u308b<\/li>\n\n\n<li>\u753b\u50cf\u3092\u8aad\u307e\u305b\u308b\u306a\u30894B\u4ee5\u4e0a\u3001gpt-oss:20b\u306f16GB\u30e1\u30e2\u30ea\u304c\u76ee\u5b89<\/li>\n\n\n<li>GPU\u304c\u3042\u308b\u306e\u306b\u901f\u304f\u306a\u3089\u306a\u3044<\/li>\n\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Llama 3.2\u306e\u65e5\u672c\u8a9e\u306b\u82f1\u8a9e\u304c\u307e\u3056\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">llama3.2:3b\u306e\u56de\u7b54\u306f\u65e5\u672c\u8a9e\u3067\u3057\u305f\u304c\u3001\u300c\u30b3\u30f3\u30d1atability\u300d\u306e\u3088\u3046\u306b\u82f1\u8a9e\u304c\u307e\u3056\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u516c\u5f0f\u306e\u5bfe\u5fdc8\u8a00\u8a9e\u306b\u65e5\u672c\u8a9e\u304c\u306a\u3044\u3053\u3068\u3068\u5408\u3046\u306e\u3067\u3001\u65e5\u672c\u8a9e\u306e\u6587\u7ae0\u7528\u9014\u306b\u306f\u5411\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e5\u672c\u8a9e\u3067\u4f7f\u3046\u306a\u3089\u3001Gemma 3\u304bQwen3\u3001\u307e\u305f\u306f\u65e5\u672c\u8a9e\u7279\u5316\u30e2\u30c7\u30eb\u3092\u9078\u3076\u306e\u304c\u5bfe\u51e6\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u95a2\u9023\uff1a<a href=\"https:\/\/cg-method.com\/ai\/local-llm-japanese-models\/\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u65e5\u672c\u8a9e\u30e2\u30c7\u30eb\u306e\u9078\u3073\u65b9<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Qwen3\u306f\u601d\u8003\u30e2\u30fc\u30c9\u3067\u5f85\u3061\u6642\u9593\u304c\u306e\u3073\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">qwen3:4b\u306f\u601d\u8003\u30e2\u30fc\u30c9\u304c\u521d\u671f\u8a2d\u5b9a\u306e\u307e\u307e\u5165\u308a\u3001\u82f1\u8a9e\u30672,000\u30c8\u30fc\u30af\u30f3\u8fd1\u304f\u8003\u3048\u3066\u304b\u3089\u7b54\u3048\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u901f\u3055\u306f\u7d049.5 tok\/s\u3067\u3082\u30011\u56de\u306e\u56de\u7b54\u306b3\u5206\u534a\u304b\u304b\u3063\u305f\u306e\u306f\u3053\u306e\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u77ed\u3044\u8cea\u554f\u306b\u3059\u3050\u7b54\u3048\u3066\u307b\u3057\u3044\u7528\u9014\u3067\u306f\u3001\u601d\u8003\u30e2\u30fc\u30c9\u3092\u5207\u308b\u304b\u3001Gemma 3\u3092\u9078\u3076\u306e\u304c\u5bfe\u51e6\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u601d\u8003\u30e2\u30fc\u30c9\u3092\u5207\u3063\u305f\u3068\u304d\u306e\u6642\u9593\u306f\u3001\u5f53\u65b9\u3067\u306f\u78ba\u304b\u3081\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u95a2\u9023\uff1a<a href=\"https:\/\/cg-method.com\/ai\/local-llm-coding\/\">\u30ed\u30fc\u30ab\u30ebLLM\u3067\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u65b9\u6cd5<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u753b\u50cf\u306f4B\u4ee5\u4e0a\u3001gpt-oss:20b\u306f16GB\u30e1\u30e2\u30ea\u304c\u76ee\u5b89<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u753b\u50cf\u3092\u8aad\u307e\u305b\u305f\u3044\u306a\u3089\u3001\u516c\u5f0f\u3067\u753b\u50cf\u306e\u5165\u529b\u306b\u5bfe\u5fdc\u3059\u308bgemma3:4b\u4ee5\u4e0a\u3092\u9078\u3073\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">gemma3:1b\u306f\u516c\u5f0f\u3067\u306f\u30c6\u30ad\u30b9\u30c8\u306e\u307f\u3067\u3001\u753b\u50cf\u306e\u8aad\u307f\u53d6\u308a\u306e\u54c1\u8cea\u306f\u5f53\u65b9\u3067\u306f\u78ba\u304b\u3081\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">gpt-oss:20b\u306f\u516c\u5f0f\u304c16GB\u30e1\u30e2\u30ea\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u76ee\u5b89\u306b\u3057\u3066\u3044\u308b\u306e\u3067\u30018GB\u306ePC\u3067\u306f\u5019\u88dc\u304b\u3089\u5916\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u304d\u306a\u30e2\u30c7\u30eb\u3092\u5165\u308c\u308b\u524d\u306b\u3001\u624b\u5143\u306e\u30e1\u30e2\u30ea\u3068\u8868\u306e\u5bb9\u91cf\u3092\u898b\u6bd4\u3079\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">GPU\u304c\u3042\u308b\u306e\u306b\u901f\u304f\u306a\u3089\u306a\u3044<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">GPU\u306e\u3042\u308bPC\u306a\u306e\u306b\u5f53\u65b9\u306e\u6570\u5024\u3068\u5909\u308f\u3089\u306a\u3044\u3068\u304d\u306f\u3001GPU\u304c\u4f7f\u308f\u308c\u3066\u3044\u306a\u3044\u304a\u305d\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u65b9\u306e\u30ce\u30fc\u30c8\u306b\u306f\u5c02\u7528GPU\u304c\u306a\u3044\u305f\u3081\u3001GPU\u3092\u4f7f\u3063\u305f\u3068\u304d\u306e\u901f\u3055\u306f\u6e2c\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GPU\u3042\u308a\u306e\u6570\u5024\u306f\u3001\u6e2c\u308c\u305f\u3068\u304d\u306b\u3053\u306e\u8a18\u4e8b\u3078\u8ffd\u8a18\u3059\u308b\u4e88\u5b9a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30c9\u30e9\u30a4\u30d0\u30fc\u3084\u8a2d\u5b9a\u306e\u5207\u308a\u5206\u3051\u306f\u3001\u5225\u8a18\u4e8b\u306b\u307e\u3068\u3081\u3066\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u95a2\u9023\uff1a<a href=\"https:\/\/cg-method.com\/ai\/local-llm-gpu-not-used\/\">\u30ed\u30fc\u30ab\u30ebLLM\u3067GPU\u304c\u4f7f\u308f\u308c\u306a\u3044\u539f\u56e0<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081\uff1a\u6b21\u306b\u3084\u308b\u3053\u3068<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u306e\u30e2\u30c7\u30eb\u9078\u3073\u306f\u3001\u7528\u9014\u3068\u624b\u5143\u306e\u30e1\u30e2\u30ea\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-fixed-layout\"><thead><tr><th style=\"min-width:8em !important\">\u7528\u9014<\/th><th>\u63a8\u3059\u30e2\u30c7\u30eb<\/th><th>\u3072\u3068\u3053\u3068<\/th><\/tr><\/thead><tbody><tr><td>\u65e5\u672c\u8a9e\u306e\u6587\u7ae0\u30fb\u8981\u7d04<\/td><td>gemma3:4b<\/td><td>CPU\u3060\u3051\u3067\u7d0411 tok\/s\u3001\u82f1\u8a9e\u306e\u307e\u3056\u308a\u306a\u3057<\/td><\/tr><tr><td>\u3068\u306b\u304b\u304f\u8efd\u3044<\/td><td>gemma3:1b<\/td><td>\u7d0433\u301c37 tok\/s\u3001\u30c6\u30ad\u30b9\u30c8\u306e\u307f<\/td><\/tr><tr><td>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30fb\u30c4\u30fc\u30eb\u5229\u7528<\/td><td>qwen3:8b<\/td><td>CPU\u3060\u3051\u3067\u306f\u7d046 tok\/s\u3002GPU\u306e\u3042\u308bPC\u5411\u304d<\/td><\/tr><tr><td>\u753b\u50cf\u3082\u8aad\u3080<\/td><td>gemma3:4b\u4ee5\u4e0a<\/td><td>\u8aad\u307f\u53d6\u308a\u306e\u54c1\u8cea\u306f\u5f53\u65b9\u3067\u306f\u672a\u78ba\u8a8d<\/td><\/tr><tr><td>\u9ad8\u6027\u80fd\u3092\u72d9\u3046<\/td><td>gpt-oss:20b<\/td><td>\u516c\u5f0f\u306e\u76ee\u5b89\u306f16GB\u30e1\u30e2\u30ea\u3002\u5f53\u65b9\u306f\u672a\u8a08\u6e2c<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">\u7528\u9014\u5225\u306e\u63a8\u3057\u30e2\u30c7\u30eb\uff08\u307e\u3068\u3081\uff09<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">CPU\u306e\u307f\u306e16GB\u30ce\u30fc\u30c8\u306a\u30894B\u307e\u3067\u304c\u5b9f\u7528\u3067\u30018B\u4ee5\u4e0a\u306fGPU\u304b\u30e1\u30e2\u30ea\u306e\u591a\u3044PC\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u3084\u308b\u3053\u3068\u306f\u3001\u3053\u306e3\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n\n<li>Ollama\u3092\u5165\u308c\u308b\uff08\u5165\u308c\u65b9\u306f\u4e0b\u306e\u5165\u9580\u8a18\u4e8b\uff09<\/li>\n\n\n<li>gemma3:1b\u3068gemma3:4b\u3092\u52d5\u304b\u3057\u3001\u81ea\u5206\u306e\u8cea\u554f\u3067\u901f\u3055\u3068\u65e5\u672c\u8a9e\u306e\u69d8\u5b50\u3092\u898b\u308b<\/li>\n\n\n<li>8B\u4ee5\u4e0a\u3092\u8a66\u3057\u3066\u5f85\u3061\u6642\u9593\u304c\u6c17\u306b\u306a\u3063\u305f\u3089\u3001GPU\u304b\u30e1\u30e2\u30ea\u306e\u591a\u3044PC\u3092\u6bd4\u8f03\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u63a2\u3059<\/li>\n\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u306f\u5f8c\u304b\u3089\u5165\u308c\u66ff\u3048\u3089\u308c\u308b\u306e\u3067\u3001\u307e\u305a\u5c0f\u3055\u3044\u3082\u306e\u304b\u3089\u59cb\u3081\u3066\u56f0\u3089\u306a\u304b\u3063\u305f\u7bc4\u56f2\u3067\u4f7f\u3046\u306e\u304c\u8fd1\u9053\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\u306b\u3001\u3053\u306e\u8a18\u4e8b\u3067\u5f53\u65b9\u304c\u78ba\u304b\u3081\u3066\u3044\u306a\u3044\u3053\u3068\u3082\u6319\u3052\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>GPU\u306e\u3042\u308bPC\u3067\u306e\u751f\u6210\u901f\u5ea6<\/li>\n\n\n<li>gemma3:12b\u4ee5\u4e0a\u30fbqwen3:14b\u4ee5\u4e0a\u30fbgpt-oss:20b\u306e\u901f\u5ea6\u3068\u300116GB\u30ce\u30fc\u30c8\u3067\u52d5\u304f\u304b\u3069\u3046\u304b<\/li>\n\n\n<li>gemma3:4b\u4ee5\u4e0a\u306b\u753b\u50cf\u3092\u8aad\u307e\u305b\u305f\u3068\u304d\u306e\u54c1\u8cea<\/li>\n\n\n<li>qwen3\u306e\u601d\u8003\u30e2\u30fc\u30c9\u3092\u5207\u3063\u305f\u3068\u304d\u306e\u56de\u7b54\u6642\u9593<\/li>\n\n\n<li>qwen3:8b\u3067\u66f8\u304b\u305b\u305f\u30b3\u30fc\u30c9\u306e\u54c1\u8cea<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306f\u516c\u5f0f\u306e\u8a18\u8f09\u3060\u3051\u3092\u3082\u3068\u306b\u66f8\u3044\u3066\u3044\u308b\u306e\u3067\u3001\u4f7f\u3046\u524d\u306b\u624b\u5143\u3067\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u6b21\u306b\u8aad\u3080\uff1a<a href=\"https:\/\/cg-method.com\/ai\/ollama-guide\/\">Ollama\u306e\u4f7f\u3044\u65b9\u5165\u9580<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u753b\u9762\u3067\u64cd\u4f5c\u3057\u305f\u3044\u4eba\u306f\uff1a<a href=\"https:\/\/cg-method.com\/ai\/lm-studio-guide\/\">LM Studio\u306e\u4f7f\u3044\u65b9<\/a>\uff08\u30e2\u30c7\u30eb\u9078\u3073\u306e\u753b\u9762\u3082\u3053\u3061\u3089\uff09<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u3069\u3061\u3089\u3092\u4f7f\u3046\u304b\u8ff7\u3063\u305f\u3089\uff1a<a href=\"https:\/\/cg-method.com\/ai\/ollama-vs-lm-studio\/\">Ollama\u3068LM Studio\u306e\u9055\u3044<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u95a2\u9023\uff1a<a href=\"https:\/\/cg-method.com\/ai\/ollama-models-directory\/\">Ollama\u306e\u30e2\u30c7\u30eb\u4fdd\u5b58\u5148\u3092\u5909\u3048\u308b\u65b9\u6cd5\uff5c\u74b0\u5883\u5909\u6570\u306e\u8a2d\u5b9a\u3068\u65e2\u5b58\u30e2\u30c7\u30eb\u306e\u79fb\u52d5<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2192 \u95a2\u9023\uff1a<a href=\"https:\/\/cg-method.com\/ai\/local-llm-laptop-guide\/\">\u30ed\u30fc\u30ab\u30ebLLM\u5411\u3051\u30ce\u30fc\u30c8PC\u306e\u9078\u3073\u65b9\uff5cVRAM\u30fb\u30e1\u30e2\u30ea\u30fb\u96fb\u529b\u306e3\u6761\u4ef6<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30ed\u30fc\u30ab\u30ebLLM\u306e\u304a\u3059\u3059\u3081\u30e2\u30c7\u30eb\u3092\u7528\u9014\u5225\u306b\u6bd4\u8f03\u3002Gemma 3\u30fbQwen3\u30fbLlama 3.2\u30fbgpt-oss\u306e\u516c\u5f0f\u4ed5\u69d8\u3068\u3001GPU\u306a\u305716GB\u30ce\u30fc\u30c8\u306e\u5b9f\u6e2c\u901f\u5ea6\u304b\u3089\u9078\u3073\u65b9\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":2293,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","book_review_data":"","footnotes":"","ssp_meta_title":"\u30ed\u30fc\u30ab\u30ebLLM\u306e\u304a\u3059\u3059\u3081\u30e2\u30c7\u30eb\uff5c\u7528\u9014\u5225\u306e\u9078\u3073\u65b9\u3068\u5b9f\u6e2c\u901f\u5ea6","ssp_meta_description":"\u30ed\u30fc\u30ab\u30ebLLM\u306e\u304a\u3059\u3059\u3081\u30e2\u30c7\u30eb\u3092\u7528\u9014\u5225\u306b\u6bd4\u8f03\u3057\u307e\u3059\u3002\u65e5\u672c\u8a9e\u306e\u6587\u7ae0\u30fb\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30fb\u753b\u50cf\u30fb\u8efd\u3055\u30fb\u9ad8\u6027\u80fd\u306e5\u7528\u9014\u3067\u63a8\u3059\u30e2\u30c7\u30eb\u3068\u3001GPU\u306a\u305716GB\u30ce\u30fc\u30c8\u3067\u6e2c\u3063\u305f\u901f\u5ea6\u3092\u63b2\u8f09\u3002\u7d50\u8ad6\u306f\u3001\u65e5\u5e38\u4f7f\u3044\u306a\u30894B\u307e\u3067\u30018B\u4ee5\u4e0a\u306fGPU\u304b\u30e1\u30e2\u30ea\u306e\u591a\u3044PC\u3067\u3059\u3002"},"categories":[29],"tags":[],"class_list":["post-2292","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-local-llm"],"_links":{"self":[{"href":"https:\/\/cg-method.com\/ai\/wp-json\/wp\/v2\/posts\/2292","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cg-method.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cg-method.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cg-method.com\/ai\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cg-method.com\/ai\/wp-json\/wp\/v2\/comments?post=2292"}],"version-history":[{"count":2,"href":"https:\/\/cg-method.com\/ai\/wp-json\/wp\/v2\/posts\/2292\/revisions"}],"predecessor-version":[{"id":2313,"href":"https:\/\/cg-method.com\/ai\/wp-json\/wp\/v2\/posts\/2292\/revisions\/2313"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cg-method.com\/ai\/wp-json\/wp\/v2\/media\/2293"}],"wp:attachment":[{"href":"https:\/\/cg-method.com\/ai\/wp-json\/wp\/v2\/media?parent=2292"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cg-method.com\/ai\/wp-json\/wp\/v2\/categories?post=2292"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cg-method.com\/ai\/wp-json\/wp\/v2\/tags?post=2292"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}