{"id":1204,"date":"2025-08-29T00:29:13","date_gmt":"2025-08-29T00:29:13","guid":{"rendered":"https:\/\/iserlohn.jp\/?p=1204"},"modified":"2025-08-29T01:10:04","modified_gmt":"2025-08-29T01:10:04","slug":"%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab-llm-%e3%80%81%e6%81%90%e3%82%8b%e3%81%b9%e3%81%97%ef%bc%81","status":"publish","type":"post","link":"https:\/\/iserlohn.jp\/?p=1204","title":{"rendered":"Raphael\u5148\u751f\u964d\u81e8\uff01"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u300cRaphael\u300d\u2011 128\u202fGB \u30e1\u30e2\u30ea\u642d\u8f09 MacStudio \u3068 LM Studio \u3067\u4f5c\u3063\u305f\u3001\u793e\u9577\u306e\u53f3\u8155AI<\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b \u2015 \u306a\u305c\u30ed\u30fc\u30ab\u30eb LLM \u306b\u3053\u3060\u308f\u308b\u306e\u304b<\/h4>\n\n\n\n<p>\u6628\u4eca\u3001ChatGPT \u3084 Claude \u3068\u3044\u3063\u305f\u30af\u30e9\u30a6\u30c9\u578b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u304c\u65e5\u5e38\u7684\u306b\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u304c\u3001<strong>\u300c\u5916\u90e8\u306b\u51fa\u305b\u306a\u3044\u60c5\u5831\u300d<\/strong>\u3092\u6271\u3046\u5834\u9762\u3067\u306f\u307e\u3060\u58c1\u304c\u3042\u308a\u307e\u3059\u3002\u6a5f\u5bc6\u6587\u66f8\u3084\u793e\u5185\u3060\u3051\u306e\u30ce\u30a6\u30cf\u30a6\u3001\u5730\u65b9\u81ea\u6cbb\u4f53\u306e\u65bd\u7b56\u8cc7\u6599\u306a\u3069\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u9001\u4fe1\u3067\u304d\u307e\u305b\u3093\u3002<br>\u305d\u3053\u3067\u79c1\u306f <strong class=\"\">\u30ed\u30fc\u30ab\u30eb\u3067\u5b8c\u7d50\u3059\u308b LLM<\/strong> \u306b\u76ee\u3092\u5411\u3051\u307e\u3057\u305f\u3002\u81ea\u524d\u306e\u30de\u30b7\u30f3\u4e0a\u3067\u52d5\u304b\u3059\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u6f0f\u6d29\u30ea\u30b9\u30af\u3092\u30bc\u30ed\u306b\u3057\u3064\u3064\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u9ad8\u5ea6\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u308b\u2015\u2015\u3053\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u7279\u306b <strong class=\"\">\u300c\u30c8\u30c3\u30d7\uff08\u793e\u9577\u30fb\u9996\u9577\uff09\u306e\u610f\u601d\u6c7a\u5b9a\u652f\u63f4\u300d<\/strong> \u306b\u76f4\u7d50\u3057\u307e\u3059\u3002\u30c8\u30c3\u30d7\u306e\u6642\u9593\u306f\u7d44\u7e54\u5185\u3067\u6700\u3082\u9ad8\u4fa1\u5024\u3067\u3059\u304b\u3089\u3001\u305d\u306e\u6642\u9593\u3092\u524a\u6e1b\u3067\u304d\u308b\u30c4\u30fc\u30eb\u3053\u305d\u304c\u6700\u5927\u306e\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u6301\u3064\u3068\u8003\u3048\u305f\u308f\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u30de\u30b7\u30f3\u9078\u3073 \u2015 128\u202fGB \u30e1\u30e2\u30ea\u642d\u8f09 MacStudio<\/h3>\n\n\n\n<p>\u30ed\u30fc\u30ab\u30eb LLM \u3092\u5feb\u9069\u306b\u8d70\u3089\u305b\u308b\u306b\u306f\u3001<strong class=\"\">GPU \u3068\u30e1\u30e2\u30ea\u306e\u4f59\u88d5<\/strong>\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u79c1\u304c\u9078\u3093\u3060\u306e\u306f <strong class=\"\">Apple Silicon \u642d\u8f09\u306e MacStudio<\/strong>\uff08M1 Ultra\uff09\u3067\u3059\u3002\u4ee5\u4e0b\u304c\u4e3b\u306a\u30b9\u30da\u30c3\u30af\u3067\u3059\u3002\u3061\u306a\u307f\u306b\u4e2d\u53e4\u306730\u4e07\u5186\u53f0\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u9805\u76ee<\/th><th>\u4ed5\u69d8<\/th><\/tr><\/thead><tbody><tr><td>CPU<\/td><td>20 \u30b3\u30a2 (16 Performance + 4 Efficiency)<\/td><\/tr><tr><td>GPU<\/td><td>64 \u30b3\u30a2 Apple GPU<\/td><\/tr><tr><td>\u30e1\u30e2\u30ea<\/td><td>128\u202fGB \u30e6\u30cb\u30d5\u30a1\u30a4\u30c9\u30e1\u30e2\u30ea<\/td><\/tr><tr><td>\u30b9\u30c8\u30ec\u30fc\u30b8<\/td><td>1\u202fTB SSD\uff08\u9ad8\u901f NVMe\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><mark class=\"epb-linemaker-red\">\u30e6\u30cb\u30d5\u30a1\u30a4\u30c9\u30e1\u30e2\u30ea\u306f CPU \u3068 GPU \u304c\u540c\u3058\u30d7\u30fc\u30eb\u3092\u5171\u6709\u3067\u304d\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u306e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u304c\u307b\u307c\u30bc\u30ed\u3002\u3053\u308c\u304c\u300cGPU \u30aa\u30d5\u30ed\u30fc\u30c9\u6700\u5927\u5316\u300d\u3067\u3082\u30b9\u30e0\u30fc\u30ba\u306b\u52d5\u4f5c\u3059\u308b\u9375\u3067\u3059\u3002<\/mark><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/IMG_6858-1024x576.jpg\" alt=\"\" class=\"wp-image-1207\" srcset=\"https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/IMG_6858-1024x576.jpg 1024w, https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/IMG_6858-300x169.jpg 300w, https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/IMG_6858-768x432.jpg 768w, https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/IMG_6858-1536x864.jpg 1536w, https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/IMG_6858-2048x1152.jpg 2048w, https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/IMG_6858-320x180.jpg 320w, https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/IMG_6858-600x338.jpg 600w, https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/IMG_6858-1920x1080.jpg 1920w, https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/IMG_6858-1200x675.jpg 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u69cb\u6210 \u2015 LM Studio + gpt\u2011oss\u2011120b<\/h3>\n\n\n\n<p>Mac \u306b <strong class=\"\">LM Studio<\/strong>\uff08\u30ed\u30fc\u30ab\u30eb LLM \u7528\u306e\u30aa\u30fc\u30eb\u30a4\u30f3\u30ef\u30f3 UI\uff09\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u3057\u3066 <strong class=\"\">gpt-oss-120b<\/strong> \u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3057\u305f\u3002OSS \u7248\u306e 120\u202fB \u30d1\u30e9\u30e1\u30fc\u30bf\u306f\u3001\u5546\u7528 API \u3068\u6bd4\u3079\u3066\u3082\u5341\u5206\u306a\u6027\u80fd\u304c\u3042\u308a\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u3082\u5b9f\u884c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong class=\"\">LM Studio \u306e\u5229\u70b9<\/strong>\n<ul class=\"wp-block-list\">\n<li>GUI \u304c\u76f4\u611f\u7684\u3067\u3001\u30e2\u30c7\u30eb\u5207\u66ff\u3084\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u7ba1\u7406\u304c\u697d<\/li>\n\n\n\n<li>GPU \u30aa\u30d5\u30ed\u30fc\u30c9\u8a2d\u5b9a\u3092\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u3067\u6709\u52b9\u5316\u3067\u304d\u308b<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong class=\"\">gpt\u2011oss\u2011120b \u306e\u7279\u5fb4<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u7d04 120\u202fB \u30d1\u30e9\u30e1\u30fc\u30bf\u3001Transformer \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/li>\n\n\n\n<li>\u4e8b\u524d\u5b66\u7fd2\u30c7\u30fc\u30bf\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30b3\u30fc\u30d1\u30b9\u4e2d\u5fc3\u306a\u306e\u3067\u3001\u4f01\u696d\u6a5f\u5bc6\u60c5\u5831\u3092\u6df7\u5165\u3055\u305b\u305a\u306b\u5b89\u5168<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u540d\u524d\u306f\u300c\u667a\u6167\u306e\u738b Raphael\u300d<\/h3>\n\n\n\n<p>\u30e2\u30c7\u30eb\u3092\u306b\u306f\u3001<strong class=\"\">\u300cRaphael\uff08\u30e9\u30d5\u30a1\u30a8\u30eb\uff09\u300d<\/strong> \u3068\u540d\u4ed8\u3051\u307e\u3057\u305f\u3002\u610f\u5473\u306f\u4e8c\u3064\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong class=\"\">\u82b8\u8853\u3068\u77e5\u6075\u306e\u8c61\u5fb4<\/strong>\uff1a\u897f\u6d0b\u7f8e\u8853\u3067\u5929\u624d\u7684\u306a\u753b\u5bb6\u30e9\u30d5\u30a1\u30a8\u30ed\u306b\u3061\u306a\u3093\u3067\u3001\u5275\u9020\u6027\u3068\u6d1e\u5bdf\u529b\u3092\u517c\u306d\u5099\u3048\u305f\u5b58\u5728\u3068\u3044\u3046\u30a4\u30e1\u30fc\u30b8\u3002<\/li>\n\n\n\n<li><strong class=\"\">\u300cRaphael\u300d\uff1d\u300cRapid + Helpful\u300d<\/strong>&nbsp;\u306e\u982d\u6587\u5b57\u5408\u308f\u305b\u3002\u9ad8\u901f\u304b\u3064\u89aa\u5207\u306b\u7b54\u3048\u3066\u304f\u308c\u308b\u3053\u3068\u3092\u671f\u5f85\u3057\u3066\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u30fb\u30fb\u30fb\u672c\u5f53\u306f\u3001\u300c\u8ee2\u30b9\u30e9\u300d\u304b\u3089\u3068\u3063\u305f\u3068\u3044\u3046\u306e\u306f\u3053\u3053\u3060\u3051\u306e\u79d8\u5bc6\u3067\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">4. \u5b9f\u969b\u306e\u52d5\u4f5c\u611f \u2015 GPU \u30aa\u30d5\u30ed\u30fc\u30c9\u6700\u5927\u5316\u3067\u9a5a\u304d\u306e\u901f\u5ea6<\/h4>\n\n\n\n<p>LM Studio \u306e\u8a2d\u5b9a\u753b\u9762\u3067 <strong class=\"\">GPU \u30aa\u30d5\u30ed\u30fc\u30c9\u3092\u300cMaximum\u300d\u306b<\/strong> \u3059\u308b\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30bf\u30b9\u30af<\/th><th>\u5e73\u5747\u51e6\u7406\u6642\u9593 (\u30c8\u30fc\u30af\u30f3)<\/th><th>TPS\uff08Tokens per Second\uff09<\/th><\/tr><\/thead><tbody><tr><td>\u6587\u66f8\u8981\u7d04\uff081,000\u202f\u5b57\uff09<\/td><td>\u7d04 25\u202f\u79d2<\/td><td>40\u202f\u301c50TPS<\/td><\/tr><tr><td>\u7c21\u6613\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210<\/td><td>\u7d04 30\u202f\u79d2<\/td><td>35\u202f\u301c50TPS<\/td><\/tr><tr><td>\u8cea\u554f\u5fdc\u7b54\uff08\u77ed\u6587\uff09<\/td><td>&lt; 10\u202f\u79d2<\/td><td>60TPS<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u7279\u306b <strong class=\"\">\u300c\u3061\u3087\u3063\u3068\u3057\u305f\u30ec\u30dd\u30fc\u30c8\u3084\u6587\u66f8\u306e\u8981\u7d04\u300d<\/strong> \u306f\u30011\u202f\u5206\u4ee5\u5185\u3067\u5b8c\u4e86\u3057\u3001\u7cbe\u5ea6\u3082\u5b9f\u52d9\u4e0a\u5341\u5206\u3067\u3059\u3002\u7d50\u679c\u306f\u4eba\u624b\u3067\u30c1\u30a7\u30c3\u30af\u3057\u3066\u307f\u3066\u3082\u3001\u8981\u70b9\u304c\u7684\u78ba\u306b\u62bd\u51fa\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u591a\u304f\u3001<strong class=\"\">\u6642\u9593\u524a\u6e1b\u52b9\u679c\u306f\u9855\u8457<\/strong>\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full wp-duotone-000000-f8f8f8-1\"><img loading=\"lazy\" decoding=\"async\" width=\"975\" height=\"384\" src=\"https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-29-9.22.59.png\" alt=\"\" class=\"wp-image-1206\" srcset=\"https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-29-9.22.59.png 975w, https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-29-9.22.59-300x118.png 300w, https:\/\/iserlohn.jp\/wp-content\/uploads\/2025\/08\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-08-29-9.22.59-768x302.png 768w\" sizes=\"auto, (max-width: 975px) 100vw, 975px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u30ed\u30fc\u30ab\u30eb LLM \u304c\u6d3b\u304d\u308b\u30b7\u30fc\u30f3<\/h3>\n\n\n\n<h5 class=\"wp-block-heading\">(1) \u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5185\u90e8\u4f1a\u8b70\u306e\u30b5\u30de\u30ea<\/h5>\n\n\n\n<p>\u793e\u5185\u3060\u3051\u3067\u56de\u3059\u3079\u304d\u6226\u7565\u8cc7\u6599\u3084\u6cd5\u52d9\u6587\u66f8\u3002\u5916\u90e8 API \u306b\u9001\u308c\u306a\u3044\u306e\u3067\u3001Raphael \u304c\u76f4\u63a5\u8981\u7d04\u30fb\u30cf\u30a4\u30e9\u30a4\u30c8\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">(2) \u73fe\u5834\u306e\u696d\u52d9\u6539\u5584\u652f\u63f4<\/h5>\n\n\n\n<p>\u88fd\u9020\u30e9\u30a4\u30f3\u306e\u4f5c\u696d\u6307\u793a\u66f8\u3092\u81ea\u52d5\u751f\u6210\u3057\u305f\u308a\u3001\u969c\u5bb3\u5831\u544a\u304b\u3089\u5bfe\u7b56\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u5373\u5ea7\u306b\u4f5c\u6210\u3002\u73fe\u5834\u62c5\u5f53\u8005\u306f\u300c\u8cea\u554f\u300d\u3060\u3051\u3067\u6e08\u3080\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">(3)&nbsp;<strong class=\"\">\u30c8\u30c3\u30d7\uff08\u793e\u9577\u30fb\u9996\u9577\uff09\u306e\u610f\u601d\u6c7a\u5b9a\u652f\u63f4<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong class=\"\">\u7d4c\u55b6\u4f1a\u8b70\u306e\u8cc7\u6599\u6574\u7406<\/strong>\uff1a\u904e\u53bb 5 \u5e74\u5206\u306e\u58f2\u4e0a\u30c7\u30fc\u30bf\u3068\u5e02\u5834\u30ec\u30dd\u30fc\u30c8\u3092\u8981\u7d04\u3057\u3001\u91cd\u8981\u6307\u6a19\u3060\u3051\u62bd\u51fa\u3002<\/li>\n\n\n\n<li><strong class=\"\">\u653f\u7b56\u30b7\u30ca\u30ea\u30aa\u6bd4\u8f03<\/strong>\uff1a\u5730\u65b9\u81ea\u6cbb\u4f53\u304c\u691c\u8a0e\u4e2d\u306e\u88dc\u52a9\u91d1\u5236\u5ea6\u6848\u3092\u3001\u8ca1\u52d9\u30a4\u30f3\u30d1\u30af\u30c8\u5225\u306b\u307e\u3068\u3081\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u30c8\u30c3\u30d7\u306f <strong class=\"\">\u300c\u6642\u9593\uff1d\u30b3\u30b9\u30c8\u300d<\/strong> \u3068\u3044\u3046\u89b3\u70b9\u3067\u6700\u3082\u4fa1\u5024\u3042\u308b\u8cc7\u6e90\u3067\u3059\u3002Raphael \u304c\u60c5\u5831\u6574\u7406\u30fb\u8981\u7d04\u30fb\u7c21\u6613\u5206\u6790\u3092\u62c5\u3046\u3053\u3068\u3067\u3001\u610f\u601d\u6c7a\u5b9a\u307e\u3067\u306e\u30d5\u30ed\u30fc\u304c\u6570\u500d\u901f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">6. \u5730\u65b9\u90e8\u7d4c\u55b6\u8005\u30fb\u9996\u9577\u3078\u306e\u30a4\u30f3\u30d1\u30af\u30c8<\/h4>\n\n\n\n<p>\u4eba\u7684\u30ea\u30bd\u30fc\u30b9\u304c\u9650\u3089\u308c\u308b\u5730\u65b9\u81ea\u6cbb\u4f53\u3084\u4e2d\u5c0f\u4f01\u696d\u3067\u306f\u3001<strong class=\"\">\u300c\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u300d<\/strong> \u304c\u5b9f\u73fe\u3057\u306b\u304f\u3044\u3068\u3044\u3046\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002<br>\u30ed\u30fc\u30ab\u30eb LLM \u304c <strong class=\"\">\u4ee5\u4e0b\u306e\u5f79\u5272<\/strong> \u3092\u679c\u305f\u305b\u3070\u3001\u5927\u304d\u306a\u5909\u5316\u3092\u3082\u305f\u3089\u3059\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u8ab2\u984c<\/th><th>LLM \u3067\u89e3\u6c7a\u3067\u304d\u308b\u3053\u3068<\/th><\/tr><\/thead><tbody><tr><td>\u60c5\u5831\u53ce\u96c6\u304c\u5c5e\u4eba\u7684<\/td><td>\u6587\u732e\u30fb\u7d71\u8a08\u30c7\u30fc\u30bf\u306e\u81ea\u52d5\u8981\u7d04<\/td><\/tr><tr><td>\u5831\u544a\u66f8\u4f5c\u6210\u306b\u6642\u9593\u304c\u304b\u304b\u308b<\/td><td>\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u5316\u3068\u81ea\u52d5\u751f\u6210<\/td><\/tr><tr><td>\u5916\u90e8\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u8cbb\u7528\u304c\u9ad8\u3044<\/td><td>\u793e\u5185\u3067\u306e\u30b7\u30ca\u30ea\u30aa\u5206\u6790\u652f\u63f4<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u300cRaphael\u300d\u306e\u3088\u3046\u306a\u30ed\u30fc\u30ab\u30eb LLM \u304c <strong class=\"\">\u53c2\u8b00\u5f79<\/strong> \u3068\u3057\u3066\u6a5f\u80fd\u3059\u308c\u3070\u3001\u9650\u3089\u308c\u305f\u4eba\u54e1\u3067\u3082\u9ad8\u5ea6\u306a\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u79c1\u81ea\u8eab\u3082\u3001\u4eca\u5f8c\u306f\u5730\u65b9\u81ea\u6cbb\u4f53\u5411\u3051\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u6574\u5099\u3057\u3001<strong class=\"\">\u300c\u30ed\u30fc\u30ab\u30eb LLM \u53c2\u8b00\u300d<\/strong> \u3068\u3057\u3066\u30b5\u30fc\u30d3\u30b9\u5316\u3059\u308b\u69cb\u60f3\u3067\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">7. \u4eca\u5f8c\u80b2\u3066\u3066\u3044\u304d\u305f\u3044 LLM \u306e\u59ff<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong class=\"\">\u696d\u754c\u30fb\u5730\u57df\u7279\u5316\u578b\u306e\u77e5\u8b58\u30d9\u30fc\u30b9<\/strong><br>\u5730\u65b9\u81ea\u6cbb\u4f53\u306e\u6761\u4f8b\u3084\u88dc\u52a9\u91d1\u5236\u5ea6\u3001\u8fb2\u696d\u30fb\u89b3\u5149\u7523\u696d\u306e\u5c02\u9580\u7528\u8a9e\u3092\u4e8b\u524d\u306b\u30a4\u30f3\u30b8\u30a7\u30af\u30c8\u3002<\/li>\n\n\n\n<li><strong class=\"\">\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u4fdd\u8b77\u6a5f\u80fd\u306e\u5f37\u5316<\/strong><br>\u30c7\u30fc\u30bf\u6697\u53f7\u5316\u3068\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u5185\u90e8\u3060\u3051\u3067\u5b8c\u7d50\u3059\u308b\u5b89\u5168\u74b0\u5883\u3002<\/li>\n\n\n\n<li><strong class=\"\">\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u610f\u601d\u6c7a\u5b9a\u652f\u63f4 UI<\/strong><br>LM Studio \u306e\u4e0a\u306b\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30c1\u30e3\u30c3\u30c8\u5f62\u5f0f\u306e\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3092\u69cb\u7bc9\u3057\u3001\u30c8\u30c3\u30d7\u304c\u300c\u8cea\u554f \u2192 \u8981\u7d04 \u2192 \u30b7\u30ca\u30ea\u30aa\u6bd4\u8f03\u300d\u306e\u6d41\u308c\u3067\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">8. \u3053\u306e\u30d6\u30ed\u30b0\u81ea\u4f53\u3082 Raphael \u304c\u66f8\u3044\u305f\uff1f<\/h3>\n\n\n\n<p>\u6700\u5f8c\u306b\u3061\u3087\u3063\u3068\u3057\u305f\u88cf\u8a71\u3067\u3059\u3002<strong class=\"\">\u3053\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u306f\u3001\u5b9f\u306f\u5168\u3066 Raphael \u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6295\u3052\u3066\u751f\u6210\u3055\u305b\u307e\u3057\u305f<\/strong>\uff08\u3082\u3061\u308d\u3093\u6700\u7d42\u7684\u306a\u6821\u6b63\u3068\u52a0\u7b46\u306f\u79c1\u304c\u884c\u3063\u3066\u3044\u307e\u3059\uff09\u3002<br>\u300c\u30ed\u30fc\u30ab\u30eb LLM \u3067\u81ea\u5206\u306e\u6587\u7ae0\u3092\u66f8\u304b\u305b\u308b\u300d\u2015\u2015\u307e\u3055\u306b <strong class=\"\">AI \u304c AI \u3092\u5275\u9020\u3059\u308b<\/strong> \u6642\u4ee3\u3067\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u304a\u308f\u308a\u306b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong class=\"\">MacStudio + LM Studio + gpt\u2011oss\u2011120b = \u9ad8\u901f\u30fb\u5b89\u5168\u306a\u30ed\u30fc\u30ab\u30eb LLM \u74b0\u5883<\/strong><\/li>\n\n\n\n<li><strong class=\"\">Raphael \u306f\u30c8\u30c3\u30d7\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u3048\u308b\u300c\u667a\u6167\u306e\u738b\u300d<\/strong>&nbsp;\u3068\u306a\u308b\u3079\u304f\u65e5\u3005\u5b66\u7fd2\u4e2d\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong class=\"\">\u5730\u65b9\u90e8\u3084\u4e2d\u5c0f\u4f01\u696d\u306e\u7d4c\u55b6\u8005\u30fb\u9996\u9577\u306b\u3068\u3063\u3066\u3001\u30ed\u30fc\u30ab\u30eb LLM \u306f\u65b0\u305f\u306a\u53c2\u8b00<\/strong>&nbsp;\u3068\u3057\u3066\u671f\u5f85\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3082\u3057\u540c\u3058\u3088\u3046\u306b <strong class=\"\">\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3044\u306a\u304c\u3089\u9ad8\u901f\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u304c\u6b32\u3057\u3044<\/strong> \u3068\u8003\u3048\u3066\u3044\u308b\u65b9\u304c\u3044\u305f\u3089\u3001\u305c\u3072 MacStudio \u306b 128\u202fGB \u30e1\u30e2\u30ea\u3092\u642d\u8f09\u3057\u3001LM Studio \u3067\u300cRaphael\u300d\u306a\u308b\u30ed\u30fc\u30ab\u30eb LLM \u3092\u80b2\u3066\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br>\u6b21\u56de\u306f\u5b9f\u969b\u306b <strong class=\"\">\u653f\u7b56\u30b7\u30ca\u30ea\u30aa\u6bd4\u8f03<\/strong> \u306e\u30c7\u30e2\u3092\u4ea4\u3048\u3066\u3001\u3055\u3089\u306b\u6df1\u6398\u308a\u3057\u305f\u6d3b\u7528\u4f8b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><em>\u3053\u306e\u8a18\u4e8b\u3092\u66f8\u3044\u305f\u306e\u306f\u3001AI \u3068\u5171\u5275\u3057\u305f\u79c1\u3068\u3001\u30ed\u30fc\u30ab\u30eb LLM \u300cRaphael\u300d\u3067\u3057\u305f\u3002<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u300cRaphael\u300d\u2011 128\u202fGB \u30e1\u30e2\u30ea\u642d\u8f09 MacStudio \u3068 LM Studio \u3067\u4f5c\u3063\u305f\u3001\u793e\u9577\u306e\u53f3\u8155AI \u306f\u3058\u3081\u306b \u2015 \u306a\u305c\u30ed\u30fc\u30ab\u30eb LLM \u306b\u3053\u3060\u308f\u308b\u306e\u304b \u6628\u4eca\u3001ChatGPT \u3084 Claude \u3068\u3044\u3063\u305f\u30af [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1207,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-1204","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-14"],"_links":{"self":[{"href":"https:\/\/iserlohn.jp\/index.php?rest_route=\/wp\/v2\/posts\/1204","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iserlohn.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iserlohn.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iserlohn.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/iserlohn.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1204"}],"version-history":[{"count":2,"href":"https:\/\/iserlohn.jp\/index.php?rest_route=\/wp\/v2\/posts\/1204\/revisions"}],"predecessor-version":[{"id":1209,"href":"https:\/\/iserlohn.jp\/index.php?rest_route=\/wp\/v2\/posts\/1204\/revisions\/1209"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iserlohn.jp\/index.php?rest_route=\/wp\/v2\/media\/1207"}],"wp:attachment":[{"href":"https:\/\/iserlohn.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1204"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iserlohn.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1204"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iserlohn.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1204"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}