{"id":2069,"date":"2025-04-13T10:10:16","date_gmt":"2025-04-13T01:10:16","guid":{"rendered":"https:\/\/rfsec.ddns.net\/db\/?p=2069"},"modified":"2025-06-22T18:34:37","modified_gmt":"2025-06-22T09:34:37","slug":"m3-ultra%e3%81%a8deepseek-r1-671b%e3%81%ae%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e6%80%a7%e8%83%bd%e6%a4%9c%e8%a8%bc","status":"publish","type":"post","link":"https:\/\/rfsec.ddns.net\/db\/?p=2069","title":{"rendered":"M3 Ultra\u3068DeepSeek R1 671B\u306e\u30ed\u30fc\u30ab\u30eb\u6027\u80fd\u691c\u8a3c"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u6700\u65b0Mac Studio M3 Ultra (512GB)\u3067DeepSeek R1\uff08671B\uff09\u3092\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\uff01\u305d\u306e\u6027\u80fd\u3068\u306f\uff1f\" width=\"625\" height=\"352\" src=\"https:\/\/www.youtube.com\/embed\/HG_24EFF-Uw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u4e0a\u8a18\u306e\u30d3\u30c7\u30aa\u3092NotebookLM\u306b\u8aad\u307e\u305b\u3066\u3001\u6b21\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u5f97\u305f\u60c5\u5831<\/p>\n\n\n\n<p><strong>\u300c\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u306b\u5fdc\u3058\u305f\u30c8\u30fc\u30af\u30f3\/\u79d2\u306e\u5024\u3092\u8868\u5f62\u5f0f\u3067\u8868\u793a\u3057\u3066\u4e0b\u3055\u3044\u3002\u300d<\/strong><\/p>\n\n\n\n<p>\u306f\u3044\u3001\u6700\u65b0Mac Studio M3 Ultra\u3067DeepSeek R1\uff08671B\uff09\u3092\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u3057\u305f\u969b\u306e\u6027\u80fd\u306b\u3064\u3044\u3066\u3001\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u306b\u5fdc\u3058\u305f\u30c8\u30fc\u30af\u30f3\/\u79d2\u306e\u5024\u3092\u8868\u5f62\u5f0f\u3067\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba<\/th><th>\u30c8\u30fc\u30af\u30f3\/\u79d2 (mlx)<\/th><th>mac MINI m4 pro<\/th><th>\u5099\u8003<\/th><\/tr><tr><td><strong>1.5 billion<\/strong><\/td><td><strong>\u7d04 230-262<\/strong><\/td><td>&#8211;<\/td><td><\/td><\/tr><tr><td><strong>7 billion<\/strong><\/td><td><strong>\u7d04 113-116<\/strong><\/td><td><strong>42<\/strong><\/td><td><\/td><\/tr><tr><td><strong>14 billion<\/strong><\/td><td><strong>\u7d04 50-62<\/strong><\/td><td><strong>22<\/strong><\/td><td><\/td><\/tr><tr><td><strong>32 billion<\/strong><\/td><td><strong>\u7d04 29-32<\/strong><\/td><td><strong>10.55<\/strong><\/td><td><\/td><\/tr><tr><td><strong>70 billion<\/strong><\/td><td><strong>\u7d04 15-16<\/strong><\/td><td><strong>5  tokens\/s<\/strong><\/td><td>Llama\u306e\u30af\u30a2\u30f3\u30bf\u30a4\u30ba\u30e2\u30c7\u30eb<\/td><\/tr><tr><td><strong>671 billion (4bit)<\/strong><\/td><td><strong>\u7d04 13-20<\/strong><\/td><td>&#8212;<\/td><td>gguf\u306fGPU\u30aa\u30d5\u30ed\u30fc\u30c9\u8a2d\u5b9a\u306b\u3088\u308a\u5909\u52d5\u3001mlx\u306e\u65b9\u304c\u9ad8\u901f\u306a\u50be\u5411<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>mlx\u5f62\u5f0f<\/strong>\u306e\u30e2\u30c7\u30eb\u306f\u3001Apple\u30b7\u30ea\u30b3\u30f3\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4e00\u822c\u7684\u306b<strong>gguf\u5f62\u5f0f\u3088\u308a\u3082\u9ad8\u3044\u30c8\u30fc\u30af\u30f3\/\u79d2<\/strong>\u3092\u8a18\u9332\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>671 billion\u30d1\u30e9\u30e1\u30fc\u30bf<\/strong>\u306e\u30e2\u30c7\u30eb\uff084bit\u30af\u30a2\u30f3\u30bf\u30a4\u30ba\uff09\u306e\u5834\u5408\u3001<strong>mlx\u5f62\u5f0f\u3067\u304a\u304a\u3088\u305d13-20\u30c8\u30fc\u30af\u30f3\/\u79d2<\/strong>\u3001<strong>gguf\u5f62\u5f0f\u3067\u306fGPU\u30aa\u30d5\u30ed\u30fc\u30c9\u306e\u8a2d\u5b9a\u306b\u3088\u308a\u7d047-17\u30c8\u30fc\u30af\u30f3\/\u79d2<\/strong>\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>gguf\u5f62\u5f0f\u306e671 billion\u30d1\u30e9\u30e1\u30fc\u30bf\u30e2\u30c7\u30eb\u3067\u306f\u3001<strong>GPU\u30aa\u30d5\u30ed\u30fc\u30c9\u3092\u6700\u5927\u306b\u8a2d\u5b9a\u3059\u308b<\/strong>\u3053\u3068\u3067\u3001\u30c8\u30fc\u30af\u30f3\/\u79d2\u304c\u5411\u4e0a\u3059\u308b\u50be\u5411\u304c\u898b\u3089\u308c\u307e\u3057\u305f\u3002\u305f\u3060\u3057\u3001\u30d3\u30c7\u30aaRAM\u306e\u4f7f\u7528\u91cf\u304c\u4e0a\u9650\u306b\u8fd1\u3065\u304f\u53ef\u80fd\u6027\u3082\u3042\u308b\u305f\u3081\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u4e00\u822c\u7684\u306b\u3001<strong>\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u307b\u3069\u3001\u30c8\u30fc\u30af\u30f3\/\u79d2\u306e\u5024\u306f\u4f4e\u4e0b\u3059\u308b<\/strong>\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4e0a\u8a18\u306f\u3001\u63d0\u4f9b\u3055\u308c\u305f\u30bd\u30fc\u30b9\u306b\u57fa\u3065\u3044\u305f\u60c5\u5831\u3067\u3059\u3002\u7279\u306b\u65ad\u308a\u306e\u306a\u3044\u9650\u308a\u3001\u6570\u5024\u306f\u52d5\u753b\u5185\u3067\u793a\u3055\u308c\u305f\u8a08\u6e2c\u5024\u3084\u8a00\u53ca\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>DGX spark<\/strong>\u3067LLM\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba 8B,32B,40B\u3092\u5b9f\u884c\u3057\u305f\u3055\u3044\u3001\u4e88\u60f3\u3055\u308c\u308b\u6027\u80fd\u306f\uff1f<\/h2>\n\n\n\n<p>Grok\u306e\u7b54\u3048<\/p>\n\n\n\n<p>NVIDIA DGX Spark\u306f\u3001NVIDIA GB10 Grace Blackwell Superchip\u3092\u642d\u8f09\u3057\u3001\u6700\u59272000\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306eAI\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30ab\u30eb\u3067\u51e6\u7406\u3067\u304d\u308b\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u578bAI\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3067\u3059\u3002128GB\u306e\u7d71\u5408\u30e1\u30e2\u30ea\u30681000 AI TOPS\uff08FP4\u7cbe\u5ea6\uff09\u306e\u6027\u80fd\u3092\u6301\u3061\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306e\u63a8\u8ad6\u3084\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u30018B\u300132B\u300140B\u306eLLM\u30e2\u30c7\u30eb\u3092\u5b9f\u884c\u3057\u305f\u5834\u5408\u306e\u4e88\u60f3\u6027\u80fd\u3092\u3001\u5229\u7528\u53ef\u80fd\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u63a8\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>8B\uff0880\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\uff09\u30e2\u30c7\u30eb\u306e\u6027\u80fd<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63a8\u8ad6\u6027\u80fd<\/strong>: 8B\u30e2\u30c7\u30eb\u306f\u6bd4\u8f03\u7684\u5c0f\u898f\u6a21\u3067\u3001DGX Spark\u306e128GB\u30e1\u30e2\u30ea\u306b\u5341\u5206\u53ce\u307e\u308a\u307e\u3059\u3002FP4\u7cbe\u5ea6\u3067\u306e1000 TOPS\u306e\u8a08\u7b97\u80fd\u529b\u3092\u8003\u616e\u3059\u308b\u3068\u3001\u63a8\u8ad6\u901f\u5ea6\u306f\u6570\u5341\u30c8\u30fc\u30af\u30f3\/\u79d2\uff08tokens\/second\uff09\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\u985e\u4f3c\u30b7\u30b9\u30c6\u30e0\uff08\u4f8b\uff1aNVIDIA 4090 GPU\uff09\u3067\u306f\u30018B\u30e2\u30c7\u30eb\u306750-100 tokens\/second\u304c\u4e00\u822c\u7684\u3067\u3042\u308a\u3001DGX Spark\u306f\u3053\u308c\u3092\u4e0a\u56de\u308b\u304b\u540c\u7b49\u306e\u6027\u80fd\uff08\u304a\u304a\u3088\u305d60-120 tokens\/second\uff09\u304c\u898b\u8fbc\u307e\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong>: 8B\u30e2\u30c7\u30eb\u306f\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\uff08273 GB\/s\uff09\u3084\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u306e\u5236\u7d04\u3092\u53d7\u3051\u306b\u304f\u304f\u3001\u52b9\u7387\u7684\u306b\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u53ef\u80fd\u3002\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u3092\u5927\u304d\u304f\u8a2d\u5b9a\u3067\u304d\u3001\u6570\u6642\u9593\u304b\u30891\u65e5\u7a0b\u5ea6\u3067\u9ad8\u54c1\u8cea\u306a\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5b8c\u4e86\u3059\u308b\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6d88\u8cbb\u96fb\u529b<\/strong>: \u7d04200W\u306e\u4f4e\u6d88\u8cbb\u96fb\u529b\u3067\u52d5\u4f5c\u3057\u30018B\u30e2\u30c7\u30eb\u3067\u306f\u96fb\u529b\u52b9\u7387\u304c\u975e\u5e38\u306b\u9ad8\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>32B\uff08320\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\uff09\u30e2\u30c7\u30eb\u306e\u6027\u80fd<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63a8\u8ad6\u6027\u80fd<\/strong>: 32B\u30e2\u30c7\u30eb\u306f\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u304c\u5897\u52a0\u3057\u3001128GB\u306e\u30e1\u30e2\u30ea\u5185\u3067\u52d5\u4f5c\u53ef\u80fd\u3067\u3059\u304c\u3001\u91cf\u5b50\u5316\uff08\u4f8b\uff1aFP4\u30844-bit\uff09\u304c\u5fc5\u8981\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002GTC 2025\u3067\u306e\u30c7\u30e2\u3067\u306f\u300132B\u30e2\u30c7\u30eb\uff08R1-32B\uff09\u306eLoRA\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u5f8c\u306e\u63a8\u8ad6\u304c\u300c\u5341\u6570\u30c8\u30fc\u30af\u30f3\/\u79d2\u300d\uff08\u7d0410-20 tokens\/second\uff09\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\u3084\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306b\u3088\u308b\u5236\u7d04\u304c\u5f71\u97ff\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1jg2ywz\/dgx_spark_session\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/li>\n\n\n\n<li><strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong>: 32B\u30e2\u30c7\u30eb\u306e\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\uff08273 GB\/s\uff09\u304c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30e2\u3067\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306eLoRA\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u793a\u3055\u308c\u3066\u304a\u308a\u3001\u6570\u5206\u304b\u3089\u6570\u6642\u9593\u3067\u8efd\u91cf\u306a\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5b8c\u4e86\u3059\u308b\u6027\u80fd\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u8ab2\u984c<\/strong>: \u30c8\u30fc\u30af\u30f3\u751f\u6210\u901f\u5ea6\u304c\u751f\u6210\u91cf\u5897\u52a0\u306b\u4f34\u3044\u4f4e\u4e0b\u3059\u308b\u50be\u5411\u304c\u5831\u544a\u3055\u308c\u3066\u304a\u308a\u3001\u9577\u6642\u9593\u306e\u63a8\u8ad6\u3067\u306f\u6027\u80fd\u304c\u3084\u3084\u843d\u3061\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1jg2ywz\/dgx_spark_session\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>40B\uff08400\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\uff09\u30e2\u30c7\u30eb\u306e\u6027\u80fd<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u63a8\u8ad6\u6027\u80fd<\/strong>: 40B\u30e2\u30c7\u30eb\u306f32B\u30e2\u30c7\u30eb\u3088\u308a\u3055\u3089\u306b\u30e1\u30e2\u30ea\u3092\u8981\u6c42\u3057\u307e\u3059\u304c\u3001DGX Spark\u306e128GB\u30e1\u30e2\u30ea\u3067\u91cf\u5b50\u5316\u3092\u6d3b\u7528\u3059\u308c\u3070\u52d5\u4f5c\u53ef\u80fd\u3002\u63a8\u8ad6\u901f\u5ea6\u306f32B\u30e2\u30c7\u30eb\u3088\u308a\u82e5\u5e72\u4f4e\u4e0b\u3057\u300110-15 tokens\/second\u7a0b\u5ea6\u304c\u73fe\u5b9f\u7684\u306a\u7bc4\u56f2\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30e1\u30e2\u30ea\u5bb9\u91cf\u3068\u5e2f\u57df\u5e45\u306e\u5236\u7d04\u306b\u3088\u308b\u3082\u306e\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong>: 40B\u30e2\u30c7\u30eb\u306e\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001\u52b9\u7387\u7684\u306a\u91cf\u5b50\u5316\u3084\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u306e\u8abf\u6574\u304c\u5fc5\u8981\u300232B\u30e2\u30c7\u30eb\u540c\u69d8\u3001LoRA\u306a\u3069\u306e\u8efd\u91cf\u624b\u6cd5\u306a\u3089\u6570\u6642\u9593\u3067\u5b8c\u4e86\u3059\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u304c\u3001\u30d5\u30eb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u30e1\u30e2\u30ea\u5236\u7d04\u304b\u3089\u6642\u9593\u304c\u304b\u304b\u308b\uff081\u65e5\u4ee5\u4e0a\uff09\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>: 2\u53f0\u306eDGX Spark\u3092NVIDIA Connect-X\u3067\u63a5\u7d9a\u3059\u308c\u3070\u3001\u6700\u59274050\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30e2\u30c7\u30eb\u306b\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u304c\u300140B\u30e2\u30c7\u30eb\u5358\u4f53\u3067\u306f1\u53f0\u3067\u5341\u5206\u52d5\u4f5c\u3057\u307e\u3059\u3002<a href=\"https:\/\/www.nvidia.com\/en-us\/products\/workstations\/dgx-spark\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5168\u4f53\u7684\u306a\u8003\u5bdf\u3068\u6ce8\u610f\u70b9<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30e1\u30e2\u30ea\u5236\u7d04<\/strong>: DGX Spark\u306e128GB\u30e1\u30e2\u30ea\u306e\u3046\u3061\u3001\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u7528\u306f\u7d04100GB\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u304c28GB\u3092\u5360\u6709\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u300132B\u308440B\u30e2\u30c7\u30eb\u3067\u306f\u91cf\u5b50\u5316\uff08FP4\u30844-bit\uff09\u304c\u5fc5\u9808\u3068\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<a href=\"https:\/\/www.reddit.com\/r\/LocalLLaMA\/comments\/1jg2ywz\/dgx_spark_session\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><\/li>\n\n\n\n<li><strong>\u6bd4\u8f03<\/strong>: 32B\u30e2\u30c7\u30eb\u3092NVIDIA 4090\uff0824GB VRAM\uff09\u3067\u52d5\u4f5c\u3055\u305b\u308b\u5834\u5408\u3001\u91cf\u5b50\u5316\u3092\u5f37\u304f\u9069\u7528\u3057\u3066\u3082DGX Spark\u3088\u308a\u9ad8\u901f\uff0820-30 tokens\/second\uff09\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30e1\u30e2\u30ea\u5bb9\u91cf\u306e\u5236\u7d04\u3067\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u56f0\u96e3\u3002DGX Spark\u306f\u5927\u5bb9\u91cf\u30e1\u30e2\u30ea\u3068\u7d71\u5408\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30b9\u30bf\u30c3\u30af\uff08NVIDIA AI\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\uff09\u306e\u5229\u70b9\u3067\u3001\u63a8\u8ad6\u3068\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u4e21\u65b9\u3067\u30d0\u30e9\u30f3\u30b9\u304c\u826f\u3044\u3002<\/li>\n\n\n\n<li><strong>\u96fb\u529b\u52b9\u7387<\/strong>: 200W\u306e\u4f4e\u6d88\u8cbb\u96fb\u529b\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u7d1a\u306e\u6027\u80fd\u3092\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u3067\u5b9f\u73fe\u3059\u308b\u4e0a\u3067\u9b45\u529b\u7684\u30028B\u30e2\u30c7\u30eb\u3067\u306f\u4f59\u88d5\u304c\u3042\u308a\u300132B\u308440B\u3067\u3082\u5b9f\u7528\u7684\u306a\u6027\u80fd\u3092\u767a\u63ee\u3002<\/li>\n\n\n\n<li><strong>\u5b9f\u6e2c\u5024\u306e\u4e0d\u8db3<\/strong>: \u73fe\u6642\u70b9\u3067\u5177\u4f53\u7684\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\uff08\u4f8b\uff1a\u30c8\u30fc\u30af\u30f3\u751f\u6210\u901f\u5ea6\u306e\u516c\u5f0f\u6570\u5024\uff09\u304c\u516c\u958b\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u63a8\u5b9a\u306f\u30c7\u30e2\u3084\u985e\u4f3c\u30b7\u30b9\u30c6\u30e0\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u306e\u6027\u80fd\u306f\u30e2\u30c7\u30eb\u69cb\u9020\u3084\u6700\u9069\u5316\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba<\/th><th>\u63a8\u8ad6\u6027\u80fd (tokens\/second)<\/th><th>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u6642\u9593<\/th><th>\u30e1\u30e2\u30ea\u5236\u7d04\u3068\u6ce8\u610f\u70b9<\/th><\/tr><\/thead><tbody><tr><td><strong>8B<\/strong><\/td><td>60-120<\/td><td>\u6570\u6642\u9593<\/td><td>128GB\u30e1\u30e2\u30ea\u3067\u4f59\u88d5\u3042\u308a\u3002\u9ad8\u901f\u304b\u3064\u52b9\u7387\u7684\u3002<\/td><\/tr><tr><td><strong>32B<\/strong><\/td><td>10-20<\/td><td>\u6570\u5206\uff5e\u6570\u6642\u9593 (LoRA)<\/td><td>\u91cf\u5b50\u5316\u63a8\u5968\u3002\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\u304c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u308b\u53ef\u80fd\u6027\u3002<\/td><\/tr><tr><td><strong>40B<\/strong><\/td><td>10-15<\/td><td>\u6570\u6642\u9593\uff5e1\u65e5<\/td><td>\u91cf\u5b50\u5316\u5fc5\u9808\u300232B\u3088\u308a\u3084\u3084\u4f4e\u901f\u3001\u30e1\u30e2\u30ea\u5236\u7d04\u53b3\u3057\u3044\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u6ce8<\/strong>: \u6027\u80fd\u306f\u91cf\u5b50\u5316\uff08FP4\/4-bit\uff09\u4f7f\u7528\u6642\u306e\u63a8\u5b9a\u5024\u3002\u5b9f\u6e2c\u5024\u306f\u30e2\u30c7\u30eb\u3084\u30bf\u30b9\u30af\u306b\u3088\u308a\u5909\u52d5\u3059\u308b\u53ef\u80fd\u6027\u3042\u308a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u624b\u6301\u3061\u306ePC\u3067\u5b9f\u884c\u3057\u305f\u7d50\u679c\uff08\u6570\u5024\u306f\u30c8\u30fc\u30af\u30f3\uff0f\u79d2\uff09<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><\/td><td><strong>NucBox_M7 Pro Ryzen 9 PRO 6950H<\/strong><\/td><td>mac mini M4Pro<\/td><td><strong>RTX3080+GTX1080<\/strong><\/td><\/tr><tr><td>gemma3:4b<\/td><td>15.3<\/td><td>55<\/td><td>122.9<\/td><\/tr><tr><td>deepseek-r1:8b<\/td><td>9.5<\/td><td>35.2<\/td><td>28.6<\/td><\/tr><tr><td>gemma3:12b<\/td><td>\u30fc<\/td><td>24.5<\/td><td>20 &#8211; 25.9<\/td><\/tr><tr><td>deepseek-r1:32b<\/td><td>\u30fc<\/td><td> 10<\/td><td>3 &#8211; 4<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e0a\u8a18\u306e\u30d3\u30c7\u30aa\u3092NotebookLM\u306b\u8aad\u307e\u305b\u3066\u3001\u6b21\u306e\u554f\u3044\u5408\u308f\u305b\u3067\u5f97\u305f\u60c5\u5831 \u300c\u30e2\u30c7\u30eb\u306e\u30b5\u30a4\u30ba\u306b\u5fdc\u3058\u305f\u30c8\u30fc\u30af\u30f3\/\u79d2\u306e\u5024\u3092\u8868\u5f62\u5f0f\u3067\u8868\u793a\u3057\u3066\u4e0b\u3055\u3044\u3002\u300d \u306f\u3044\u3001\u6700\u65b0Mac Studio M3 Ultra\u3067DeepSeek R1\uff0867 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-2069","post","type-post","status-publish","format-standard","hentry","category-llm"],"featured_image_src":null,"author_info":{"display_name":"mars","author_link":"https:\/\/rfsec.ddns.net\/db\/?author=1"},"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/rfsec.ddns.net\/db\/index.php?rest_route=\/wp\/v2\/posts\/2069","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rfsec.ddns.net\/db\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rfsec.ddns.net\/db\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rfsec.ddns.net\/db\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/rfsec.ddns.net\/db\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2069"}],"version-history":[{"count":6,"href":"https:\/\/rfsec.ddns.net\/db\/index.php?rest_route=\/wp\/v2\/posts\/2069\/revisions"}],"predecessor-version":[{"id":2123,"href":"https:\/\/rfsec.ddns.net\/db\/index.php?rest_route=\/wp\/v2\/posts\/2069\/revisions\/2123"}],"wp:attachment":[{"href":"https:\/\/rfsec.ddns.net\/db\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2069"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rfsec.ddns.net\/db\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2069"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rfsec.ddns.net\/db\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2069"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}