{"id":50250,"date":"2026-10-28T18:17:26","date_gmt":"2026-10-28T09:17:26","guid":{"rendered":"https:\/\/music.bear-blog.net\/?p=50250"},"modified":"2026-10-28T18:17:26","modified_gmt":"2026-10-28T09:17:26","slug":"dgx-spark-eight-node-cluster-1tb-glm753b-20261028","status":"publish","type":"post","link":"https:\/\/music.bear-blog.net\/?p=50250","title":{"rendered":"\u3010NVIDIA\u516c\u5f0f\u3011DGX Spark 8\u53f0\u30671TB\uff01753B\u5de8\u5927AI\u3092\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u3001\u63a8\u8ad64.43\u500d\u306e\u5b9f\u529b\u3068\u843d\u3068\u3057\u7a74"},"content":{"rendered":"<p><strong>1\u53f0128GB\u306eDGX Spark\u30928\u53f0\u3064\u306a\u3050\u3068\u3001\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u3002<\/strong>\u300c\u30e1\u30e2\u30ea1TB\u300d\u3068\u3044\u3046\u6d3e\u624b\u306a\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001753B\u3068\u3044\u3046\u8d85\u5de8\u5927LLM\u306e\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u3001\u63a8\u8ad6\u6027\u80fd\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u7d44\u307f\u65b9\u307e\u3067\u3001NVIDIA\u304c\u5177\u4f53\u7684\u306a\u5b9f\u6e2c\u3092\u516c\u958b\u3057\u305f\u3002<\/p>\n<p>2026\u5e7410\u670822\u65e5\u3001NVIDIA\u306f\u516c\u5f0f\u6280\u8853\u30d6\u30ed\u30b0\u300cRunning Frontier-Class AI Models Across 8 NVIDIA DGX Spark Nodes\u300d\u3067<strong>\u6700\u59278\u53f0\u306eDGX Spark\u3092\u4f7f\u3046\u30af\u30e9\u30b9\u30bf\u30fc<\/strong>\u3092\u8a73\u3057\u304f\u7d39\u4ecb\u3002\u3053\u308c\u307e\u3067\u306e\u300c2\u53f0\u63a5\u7d9a\u3057\u3066\u5927\u304d\u306a\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3059\u300d\u6bb5\u968e\u304b\u3089\u3001\u5c11\u4eba\u6570\u30c1\u30fc\u30e0\u304c\u8907\u6570\u306e\u30ed\u30fc\u30ab\u30ebAI\u3092\u4f7f\u3044\u5206\u3051\u308b\u5c0f\u578bAI\u57fa\u76e4\u3078\u3068\u7528\u9014\u304c\u5e83\u304c\u3063\u3066\u3044\u308b\u3002<\/p>\n<p>\u4eca\u56de\u306f<strong>753B\u30e2\u30c7\u30eb\u306e\u5b9f\u969b\u306e\u751f\u6210\u901f\u5ea6\uff0f8\u53f0\u3067\u4f55\u500d\u901f\u304f\u306a\u308b\u306e\u304b\uff0f\u30b9\u30a4\u30c3\u30c1\u306a\u3057\u3067\u7d44\u3081\u308b\u306e\u304b\uff0f\u4eca\u3059\u3050\u7c21\u5358\u306b\u4f7f\u3048\u308b\u306e\u304b<\/strong>\u3092\u4e2d\u5fc3\u306b\u3001\u516c\u5f0f\u30c7\u30fc\u30bf\u3068\u73fe\u5b9f\u7684\u306a\u6ce8\u610f\u70b9\u3092\u6574\u7406\u3059\u308b\u3002<\/p>\n<h2>\u307e\u305a\u7d50\u8ad6\uff1a8\u53f0\u30671TB\u306f\u4e8b\u5b9f\u3002\u305f\u3060\u3057\u300c8\u500d\u901f\u3044\u300d\u308f\u3051\u3067\u306f\u306a\u3044<\/h2>\n<ul>\n<li><strong>\u5408\u8a08\u30e1\u30e2\u30ea\uff1a<\/strong>128GB\u30e2\u30c7\u30eb\u30928\u53f0\u4f7f\u3046\u30681,024GB\uff08\u7d041TB\uff09\u306e\u7d71\u5408\u30e1\u30e2\u30ea\u5bb9\u91cf\u306b\u306a\u308b\u3002<\/li>\n<li><strong>\u5927\u898f\u6a21\u30e2\u30c7\u30eb\uff1a<\/strong>GLM 5.3\u306e\u30d5\u30eb753B\u30e2\u30c7\u30eb\u30928\u53f0\u69cb\u6210\u3067\u52d5\u4f5c\u3055\u305b\u305f\u3002NVFP4\u30e2\u30c7\u30eb\u306f\u7d04470GB\u3002<\/li>\n<li><strong>\u751f\u6210\u901f\u5ea6\uff1a<\/strong>\u30d5\u30ebGLM 5.3\u306e\u540c\u6642\u5b9f\u884c1\u3067\u306f31 tokens\/\u79d2\u3001\u5225\u306e\u300cGLM 5.3 Flash\u300d\u3067\u306f\u7d0480 tokens\/\u79d2\u3068\u5831\u544a\u3002<strong>\u7570\u306a\u308b\u30e2\u30c7\u30eb\u306a\u306e\u3067\u76f4\u63a5\u6bd4\u8f03\u3057\u306a\u3044<\/strong>\u3002<\/li>\n<li><strong>\u9ad8\u901f\u5316\uff1a<\/strong>Qwen3.8-27B\u306e\u6bd4\u8f03\u3067\u30018\u53f0\uff0b\u30b9\u30a4\u30c3\u30c1\uff0b\u6700\u9069\u5316\u901a\u4fe1\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u306a\u30891\u53f0\u6bd44.43\u500d\u3002<\/li>\n<li><strong>\u81ea\u52d5\u69cb\u6210\uff1a<\/strong>8\u53f0\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u624b\u52d5\u69cb\u6210\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u308b\u304c\u3001NVIDIA Sync\u306e8\u53f0\u81ea\u52d5\u69cb\u6210\u5bfe\u5fdc\u306f2026\u5e74\u672b\u307e\u3067\u306e\u4e88\u5b9a\u3002<\/li>\n<\/ul>\n<p>\u3053\u3053\u3067\u3044\u3046\u300c1TB\u300d\u306f<strong>8\u53f0\u306e\u30e1\u30e2\u30ea\u3092\u5408\u8a08\u3057\u305f\u898f\u6a21<\/strong>\u3060\u3002\u7269\u7406\u7684\u306b1\u679a\u306e\u30e1\u30e2\u30ea\u306b\u306a\u3063\u305f\u308f\u3051\u3067\u306f\u306a\u3044\u3002\u30e2\u30c7\u30eb\u306e\u91cd\u307f\u3092\u8907\u6570GPU\u306b\u5206\u5272\u3057\u3066\u4fdd\u6301\u3057\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u30c7\u30fc\u30bf\u3092\u4ea4\u63db\u3059\u308b\u5206\u6563\u5b9f\u884c\u306e\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\u306b\u306a\u308b\u3002<\/p>\n<h2>753B\u30d1\u30e9\u30e1\u30fc\u30bf\u306eGLM 5.3\u304c\u3001\u673a\u306e\u4e0a\u306e8\u53f0\u3067\u52d5\u3044\u305f<\/h2>\n<p>\u3053\u308c\u307e\u3067\u306eDGX Spark\u8a18\u4e8b\u3067\u306f\u30012\u53f0\u30fb4\u53f0\u306e\u69cb\u6210\u3067\u5927\u578b\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3059\u65b9\u6cd5\u3084\u3001\u30e1\u30e2\u30ea\u4e0d\u8db3\u306b\u3088\u308b\u8d77\u52d5\u5931\u6557\u306e\u8a71\u984c\u304c\u4e2d\u5fc3\u3060\u3063\u305f\u3002\u4eca\u56de\u306fNVIDIA\u81ea\u8eab\u304c<strong>GLM 5.3\u30d5\u30eb\u30e2\u30c7\u30eb\uff08753B\u30d1\u30e9\u30e1\u30fc\u30bf\uff09<\/strong>\u306e\u52d5\u4f5c\u7d50\u679c\u3092\u516c\u958b\u3057\u3066\u3044\u308b\u3002<\/p>\n<p>NVIDIA\u306b\u3088\u308b\u3068\u3001\u8a66\u3057\u305f\u30e2\u30c7\u30eb\u300cnvidia\/GLM-5.3-NVFP4\u300d\u306f<strong>\u7d04470GB<\/strong>\u30028\u53f0\u306e128GB\u69cb\u6210\u3067\u5b9f\u884c\u3057\u3001MTP3\u306b\u3088\u308b\u751f\u6210\u9ad8\u901f\u5316\u3082\u5229\u7528\u3057\u305f\u3002\u6ce8\u76ee\u3059\u3079\u304d\u306a\u306e\u306f\u3001\u5358\u306b\u300c\u30e2\u30c7\u30eb\u3092\u30ed\u30fc\u30c9\u3067\u304d\u305f\u300d\u3060\u3051\u3067\u306a\u304f\u3001\u8907\u6570\u30e6\u30fc\u30b6\u30fc\u3067\u4f7f\u3046\u5834\u5408\u306e\u751f\u6210\u6027\u80fd\u307e\u3067\u6e2c\u3063\u3066\u3044\u308b\u70b9\u3060\u3002<\/p>\n<figure class=\"wp-block-table\">\n<table>\n<thead>\n<tr>\n<th>\u540c\u6642\u5b9f\u884c\u6570<\/th>\n<th>\u5408\u8a08\u751f\u6210\u901f\u5ea6\uff08Decode\uff09<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>1<\/td>\n<td><strong>31 tokens\/\u79d2<\/strong><\/td>\n<\/tr>\n<tr>\n<td>4<\/td>\n<td>51 tokens\/\u79d2<\/td>\n<\/tr>\n<tr>\n<td>8<\/td>\n<td>67 tokens\/\u79d2<\/td>\n<\/tr>\n<\/tbody>\n<\/table><figcaption>\u51fa\u5178\uff1aNVIDIA\u516c\u5f0f\u6280\u8853\u30d6\u30ed\u30b0\u3001GLM 5.3\u30d5\u30eb753B\u30fbNVFP4\u30fb8\u00d7128GB DGX Spark\u30fbMTP3\u6761\u4ef6\u3067\u306e\u8a08\u6e2c\u3002\u6570\u5024\u306f\u30af\u30e9\u30b9\u30bf\u30fc\u5168\u4f53\u306e\u751f\u6210\u901f\u5ea6\u3002<\/figcaption><\/figure>\n<p>\u540c\u6642\u5b9f\u884c\u6570\u3092\u5897\u3084\u3059\u3068\u7dcf\u751f\u6210\u91cf\u306f\u5897\u3048\u308b\u304c\u30011\u4eba\u3042\u305f\u308a\u306e\u901f\u5ea6\u304c\u540c\u3058\u3088\u3046\u306b\u5897\u3048\u308b\u3068\u306f\u9650\u3089\u306a\u3044\u3002\u300c\u5168\u4f53\u306eTPS\u300d\u3068\u300c\u5229\u7528\u8005\u304c\u4f53\u611f\u3059\u308b\u901f\u5ea6\u300d\u3092\u5206\u3051\u3066\u8aad\u3080\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n<p>\u306a\u304a\u516c\u5f0f\u8cc7\u6599\u306b\u3042\u308b<strong>\u300c\u7d0480 tokens\/\u79d2\u300d<\/strong>\u306f<strong>GLM 5.3 Flash<\/strong>\u30928\u53f0\u3067\u52d5\u304b\u3057\u305f\u5225\u306e\u5b9f\u9a13\u3002753B\u30d5\u30eb\u30e2\u30c7\u30eb\u306e31 tokens\/\u79d2\u3068\u6df7\u540c\u3057\u3066\u3001\u300c753B\u304c80 tokens\/\u79d2\u51fa\u305f\u300d\u3068\u66f8\u304f\u306e\u306f\u4e0d\u6b63\u78ba\u3060\u3002<\/p>\n<h2>8\u53f0\u306a\u306e\u306b4.43\u500d\uff1f\u3000Qwen3.8\u3067\u5206\u304b\u3063\u305f\u30ea\u30a2\u30eb\u306a\u4f38\u3073\u65b9<\/h2>\n<p>NVIDIA\u306f\u30ce\u30fc\u30c9\u6570\u306e\u52b9\u679c\u3092\u6bd4\u8f03\u3059\u308b\u305f\u3081\u3001\u6bd4\u8f03\u7684\u5c0f\u3055\u3044<strong>Qwen3.8-27B\uff08NVFP4\uff09<\/strong>\u3092\u4f7f\u3044\u3001\u6295\u6a5f\u7684\u30c7\u30b3\u30fc\u30c9\uff08MTP\uff09\u3092\u7121\u52b9\u306b\u3057\u305f\u6761\u4ef6\u30671\u301c8\u53f0\u3092\u6e2c\u5b9a\u3057\u305f\u3002\u5165\u529b8,192\u30c8\u30fc\u30af\u30f3\u3001\u51fa\u529b256\u30c8\u30fc\u30af\u30f3\u3001\u540c\u6642\u5b9f\u884c1\u3068\u3044\u3046\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3060\u3002<\/p>\n<figure class=\"wp-block-table\">\n<table>\n<thead>\n<tr>\n<th>\u69cb\u6210<\/th>\n<th>\u751f\u6210\u901f\u5ea6<\/th>\n<th>1\u53f0\u6bd4<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>1\u53f0<\/td>\n<td>11.86 tokens\/\u79d2<\/td>\n<td>1.00\u500d<\/td>\n<\/tr>\n<tr>\n<td>2\u53f0\u30fb\u76f4\u63a5\u63a5\u7d9a<\/td>\n<td>21.71 tokens\/\u79d2<\/td>\n<td>1.84\u500d<\/td>\n<\/tr>\n<tr>\n<td>4\u53f0\u30fb\u30ea\u30f3\u30b0<\/td>\n<td>32.82 tokens\/\u79d2<\/td>\n<td>2.77\u500d<\/td>\n<\/tr>\n<tr>\n<td>4\u53f0\u30fb\u30b9\u30a4\u30c3\u30c1\uff0bRoCEnante<\/td>\n<td>36.34 tokens\/\u79d2<\/td>\n<td>3.06\u500d<\/td>\n<\/tr>\n<tr>\n<td>8\u53f0\u30fb\u30ea\u30f3\u30b0<\/td>\n<td>40.11 tokens\/\u79d2<\/td>\n<td>3.38\u500d<\/td>\n<\/tr>\n<tr>\n<td><strong>8\u53f0\u30fb\u30b9\u30a4\u30c3\u30c1\uff0bRoCEnante<\/strong><\/td>\n<td><strong>52.58 tokens\/\u79d2<\/strong><\/td>\n<td><strong>4.43\u500d<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table><figcaption>\u51fa\u5178\uff1aNVIDIA\u516c\u5f0f\u3002Qwen3.8-27B\uff08NVFP4\uff09\u3001llama-benchy\u30018192\u5165\u529b\uff0f256\u51fa\u529b\u3001\u540c\u6642\u5b9f\u884c1\u3001MTP\u7121\u52b9\u3002\u30e2\u30c7\u30eb\u3084\u6761\u4ef6\u3092\u5909\u3048\u305f\u5834\u5408\u306e\u901f\u5ea6\u306f\u4fdd\u8a3c\u3055\u308c\u306a\u3044\u3002<\/figcaption><\/figure>\n<p>\u4e00\u898b\u3001\u300c8\u53f0\u8cb7\u3063\u30664.43\u500d\uff1f\u300d\u3068\u611f\u3058\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002\u3057\u304b\u3057\u3053\u306e\u6bd4\u8f03\u306f\u3001<strong>\u5c0f\u3055\u3081\u306e\u30e2\u30c7\u30eb\u3092\u3042\u3048\u3066\u8907\u6570\u53f0\u3078\u5206\u5272\u3057\u305f\u5834\u5408<\/strong>\u306e\u6570\u5024\u3067\u3082\u3042\u308b\u30028\u53f0\u69cb\u6210\u306e\u6700\u5927\u306e\u4fa1\u5024\u306f\u30011\u53f0\u306b\u306f\u53ce\u307e\u3089\u306a\u3044\u30e2\u30c7\u30eb\u3084\u8907\u6570\u30e2\u30c7\u30eb\u3092\u6271\u3048\u308b\u3053\u3068\u3002\u5358\u4e00\u30e2\u30c7\u30eb\u306e\u6700\u9ad8\u901f\u5ea6\u3060\u3051\u3067\u6295\u8cc7\u52b9\u679c\u3092\u5224\u65ad\u3057\u306a\u3044\u307b\u3046\u304c\u3044\u3044\u3002<\/p>\n<h2>\u306a\u305c\u30b9\u30a4\u30c3\u30c1\u306e\u6709\u7121\u3067\u5dee\u304c\u51fa\u308b\uff1f \u65b0\u6280\u8853\u300cRoCEnante\u300d<\/h2>\n<p>DGX Spark\u306e\u8907\u6570\u53f0\u69cb\u6210\u3067\u306f\u3001GPU\u9593\u3067\u8a08\u7b97\u7d50\u679c\u3092\u4ea4\u63db\u3059\u308b<strong>all-reduce<\/strong>\u306a\u3069\u306e\u901a\u4fe1\u304c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u306a\u308a\u3084\u3059\u3044\u30021\u53f0\u306e\u4e2d\u3060\u3051\u3067\u5b8c\u7d50\u3059\u308b\u8a08\u7b97\u3068\u9055\u3044\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u5f80\u5fa9\u3059\u308b\u6642\u9593\u304c\u7a4d\u307f\u4e0a\u304c\u308b\u305f\u3081\u3060\u3002<\/p>\n<p>NVIDIA\u304c\u7d39\u4ecb\u3057\u305f<strong>RoCEnante<\/strong>\u306f\u3001\u6bd4\u8f03\u7684\u5c0f\u3055\u306a\u30c7\u30fc\u30bf\u3092\u5c11\u6570\u30ce\u30fc\u30c9\u9593\u3067\u983b\u7e41\u306b\u4ea4\u63db\u3059\u308b\u5834\u9762\u306b\u5408\u308f\u305b\u305f\u901a\u4fe1\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3002\u30ea\u30f3\u30b0\u72b6\u306b\u96a3\u3078\u6e21\u3057\u3066\u3044\u304f\u65b9\u6cd5\u3067\u306f\u306a\u304f\u3001\u5404\u30ce\u30fc\u30c9\u304c\u76f8\u624b\u3078\u76f4\u63a5\u30c7\u30fc\u30bf\u3092\u9001\u308a\u3001\u30ed\u30fc\u30ab\u30eb\u3067\u96c6\u7d04\u3059\u308b\u65b9\u5f0f\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u3002<\/p>\n<p>\u5c0f\u3055\u3044\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u3084\u308a\u53d6\u308a\u3067\u306f\u5f85\u3061\u6642\u9593\u3092\u6e1b\u3089\u3057\u3084\u3059\u3044\u53cd\u9762\u3001\u30ce\u30fc\u30c9\u6570\u3084\u901a\u4fe1\u30b5\u30a4\u30ba\u304c\u5897\u3048\u308b\u307b\u3069\u8ee2\u9001\u30c7\u30fc\u30bf\u3082\u5897\u3048\u308b\u3002\u3053\u306e\u305f\u3081<strong>\u4f55\u3067\u3082NCCL\u3088\u308a\u901f\u3044\u308f\u3051\u3067\u306f\u306a\u3044<\/strong>\u3002NVIDIA\u81ea\u8eab\u3082\u3001NCCL\u304c\u30b5\u30dd\u30fc\u30c8\u4e0a\u306e\u6a19\u6e96\u3067\u3042\u308a\u3001\u9ad8\u4e26\u5217\u30fb\u5927\u898f\u6a21\u306a\u5834\u5408\u306a\u3069\u306b\u306f\u9069\u3059\u308b\u3068\u8aac\u660e\u3057\u3066\u3044\u308b\u3002RoCEnante\u306fFlashInfer\u306b\u7d71\u5408\u3055\u308c\u3001\u8d77\u52d5\u6642\u306e\u30c6\u30b9\u30c8\u306b\u5931\u6557\u3057\u305f\u5834\u5408\u306fNCCL\u3078\u30d5\u30a9\u30fc\u30eb\u30d0\u30c3\u30af\u3059\u308b\u3002<\/p>\n<p>\u7279\u306b\u91cd\u8981\u306a\u306e\u306f\u3001<strong>RoCEnante\u306f\u30b9\u30a4\u30c3\u30c1\u3092\u4f7f\u3063\u305f\u63a5\u7d9a\u304c\u524d\u63d0<\/strong>\u3068\u3044\u3046\u70b9\u30028\u53f0\u306e\u30ea\u30f3\u30b0\u69cb\u6210\u3067\u3082\u52d5\u4f5c\u306f\u53ef\u80fd\u3060\u304c\u3001\u4eca\u56de\u306e\u300c8\u53f0\u30674.43\u500d\u300d\u3068\u3044\u3046\u7d50\u679c\u306f<strong>\u30b9\u30a4\u30c3\u30c1\u63a5\u7d9a\uff0bRoCEnante<\/strong>\u306e\u6761\u4ef6\u3060\u3002\u30b1\u30fc\u30d6\u30eb\u3060\u3051\u3092\u30ea\u30f3\u30b0\u72b6\u306b\u3064\u306a\u3044\u3060\u69cb\u6210\u306b\u540c\u3058\u6570\u5b57\u3092\u671f\u5f85\u3057\u306a\u3044\u3088\u3046\u306b\u3057\u305f\u3044\u3002<\/p>\n<h2>2\u53f0\u30fb4\u53f0\u30fb8\u53f0\u3001\u7d50\u5c40\u3069\u306e\u69cb\u6210\u304c\u73fe\u5b9f\u7684\uff1f<\/h2>\n<p>\u3082\u3057\u3053\u308c\u304b\u3089DGX Spark\u3092\u5897\u8a2d\u3059\u308b\u306a\u3089\u3001\u53f0\u6570\u3042\u308a\u304d\u3067\u306f\u306a\u304f\u7528\u9014\u304b\u3089\u6c7a\u3081\u305f\u3044\u3002<\/p>\n<figure class=\"wp-block-table\">\n<table>\n<thead>\n<tr>\n<th>\u69cb\u6210<\/th>\n<th>\u5411\u3044\u3066\u3044\u308b\u7528\u9014<\/th>\n<th>\u6ce8\u610f\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>1\u53f0\uff08128GB\uff09<\/td>\n<td>\u500b\u4eba\u306e\u30ed\u30fc\u30ab\u30ebLLM\u3001\u958b\u767a\u3001\u8a66\u4f5c<\/td>\n<td>\u30e2\u30c7\u30eb\u5bb9\u91cf\u3068KV\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u4f59\u88d5\u304c\u5236\u7d04<\/td>\n<\/tr>\n<tr>\n<td>2\u53f0\uff08\u5408\u8a08256GB\uff09<\/td>\n<td>1\u53f0\u306b\u53ce\u307e\u3089\u306a\u3044\u30e2\u30c7\u30eb\u3092\u8a66\u3059\u3001\u5206\u6563\u63a8\u8ad6\u306e\u5165\u9580<\/td>\n<td>\u901a\u4fe1\u30fb\u8a2d\u5b9a\u30fb\u969c\u5bb3\u5207\u308a\u5206\u3051\u304c\u5897\u3048\u308b<\/td>\n<\/tr>\n<tr>\n<td>4\u53f0\uff08\u5408\u8a08512GB\uff09<\/td>\n<td>\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u63a8\u8ad6\u3001\u5b9f\u9a13\u7528\u306e\u5171\u6709AI\u57fa\u76e4<\/td>\n<td>\u30ea\u30f3\u30b0\u304b\u30b9\u30a4\u30c3\u30c1\u304b\u3067\u62e1\u5f35\u6027\u304c\u7570\u306a\u308b<\/td>\n<\/tr>\n<tr>\n<td>8\u53f0\uff08\u5408\u8a081TB\uff09<\/td>\n<td>753B\u7d1a\u30e2\u30c7\u30eb\u3001\u8907\u6570\u30e2\u30c7\u30eb\u306e\u540c\u6642\u7a3c\u50cd\u3001\u30c1\u30fc\u30e0\u5229\u7528<\/td>\n<td>\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u8a08\u30fb\u904b\u7528\u30fb\u30b3\u30b9\u30c8\u304c\u5927\u304d\u304f\u306a\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table><figcaption>\u30e1\u30e2\u30ea\u5408\u8a08\u306f128GB\u30e2\u30c7\u30eb\u3067\u8a08\u7b97\u300264GB\u30e2\u30c7\u30eb\u3092\u6df7\u5728\u3055\u305b\u308b\u5834\u5408\u306a\u3069\u306b\u306f\u540c\u3058\u5bb9\u91cf\u306b\u306a\u3089\u306a\u3044\u3002\u7528\u9014\u306e\u6574\u7406\u306f\u5f53\u30d6\u30ed\u30b0\u306b\u3088\u308b\u3002<\/figcaption><\/figure>\n<p>4\u53f0\u307e\u3067\u306a\u3089\u30b9\u30a4\u30c3\u30c1\u306a\u3057\u306e\u7269\u7406\u30ea\u30f3\u30b0\u304c\u30b3\u30b9\u30c8\u9762\u3067\u9b45\u529b\u7684\u3002\u4e00\u65b9\u30018\u53f0\u3092\u300c4\u53f0\uff0b4\u53f0\u300d\u306e\u5225\u30b0\u30eb\u30fc\u30d7\u306b\u5206\u3051\u305f\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30e2\u30c7\u30eb\u3078\u632f\u308a\u5206\u3051\u305f\u308a\u3059\u308b\u5834\u5408\u3001\u76f4\u63a5\u901a\u4fe1\u3067\u304d\u308b\u30b9\u30a4\u30c3\u30c1\u69cb\u6210\u304c\u91cd\u8981\u306b\u306a\u308b\u3002<\/p>\n<h2>\u300c1\u3064\u306e\u5de8\u5927AI\u300d\u3060\u3051\u3058\u3083\u306a\u3044\u3002\u8907\u6570AI\u3092\u4f7f\u3044\u5206\u3051\u308bSwitchyard<\/h2>\n<p>\u4eca\u56de\u306e\u767a\u8868\u3067\u3001\u5c06\u6765\u306e\u30ed\u30fc\u30ab\u30ebAI\u30b5\u30fc\u30d3\u30b9\u3092\u8003\u3048\u308b\u3046\u3048\u3067\u7279\u306b\u8208\u5473\u6df1\u3044\u306e\u304c<strong>NVIDIA NeMo Switchyard<\/strong>\u3060\u3002<\/p>\n<p>\u3059\u3079\u3066\u306e\u8cea\u554f\u3092\u5927\u304d\u306aAI\u30e2\u30c7\u30eb\u3078\u6e21\u3059\u3068\u3001\u8efd\u3044\u8981\u7d04\u3084\u7c21\u5358\u306a\u8cea\u554f\u306b\u3082\u9ad8\u30b3\u30b9\u30c8\u306e\u63a8\u8ad6\u30ea\u30bd\u30fc\u30b9\u3092\u4f7f\u3063\u3066\u3057\u307e\u3046\u3002\u305d\u3053\u3067<strong>\u7c21\u5358\u306a\u51e6\u7406\u306f\u5c0f\u578b\u30e2\u30c7\u30eb\u3001\u96e3\u3057\u3044\u51e6\u7406\u306f\u5927\u578b\u30e2\u30c7\u30eb<\/strong>\u306b\u632f\u308a\u5206\u3051\u308b\u3002<\/p>\n<p>NVIDIA\u306e\u8a66\u4f5c\u3067\u306f\u3001<strong>MiniCPM5 2B<\/strong>\u3092\u8efd\u91cf\u5074\u3001<strong>Qwen3.8 Flash Next<\/strong>\u3092\u9ad8\u6027\u80fd\u5074\u306e\u30e2\u30c7\u30eb\u3068\u3057\u3066\u5229\u7528\u3002\u5bfe\u8c61\u306e\u30c4\u30fc\u30eb\u5229\u7528\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u306fQwen\u306e\u307f\u306e\u69cb\u6210\u3068\u540c\u7b49\u306e\u30b9\u30b3\u30a2\u3092\u4fdd\u3061\u3064\u3064\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u3046\u3061\u5927\u578b\u30e2\u30c7\u30eb\u3078\u56de\u3059\u5272\u5408\u304c25%\u306e\u6761\u4ef6\u3067\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u5168\u4f53\u306e\u51e6\u7406\u91cf\u304c<strong>\u7d043\u500d<\/strong>\u306b\u306a\u308b\u3068\u3057\u305f\u3002<\/p>\n<p>\u3053\u308c\u306f\u5b9f\u969b\u306e\u554f\u3044\u5408\u308f\u305b\u306e\u96e3\u6613\u5ea6\u5206\u5e03\u3084\u632f\u308a\u5206\u3051\u7cbe\u5ea6\u306b\u4f9d\u5b58\u3059\u308b<strong>\u7279\u5b9a\u306e\u8a66\u4f5c\u69cb\u6210\u306e\u7d50\u679c<\/strong>\u3060\u304c\u3001\u8003\u3048\u65b9\u306f\u975e\u5e38\u306b\u5b9f\u7528\u7684\u3002\u793e\u5185AI\u30c1\u30e3\u30c3\u30c8\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u652f\u63f4\u3001RAG\u3001\u8907\u6570\u4eba\u3067\u5171\u6709\u3059\u308b\u63a8\u8ad6API\u306a\u3069\u306b\u5c55\u958b\u3057\u3084\u3059\u3044\u3002<\/p>\n<h2>\u5b66\u7fd2\u6027\u80fd\u306f\u7d047.79\u500d\u3002\u305f\u3060\u3057\u300c753B\u3092\u5b66\u7fd2\u3067\u304d\u308b\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u306a\u3044<\/h2>\n<p>NVIDIA\u306f\u63a8\u8ad6\u3060\u3051\u3067\u306a\u304f\u3001\u7d048.965\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306e<strong>nanochat<\/strong>\u30e2\u30c7\u30eb\u3092\u30bc\u30ed\u304b\u3089\u4e8b\u524d\u5b66\u7fd2\u3059\u308b\u691c\u8a3c\u3082\u516c\u958b\u3057\u305f\u3002\u5358\u4e00\u30ce\u30fc\u30c9\u6bd4\u3067\u30012\u53f01.97\u500d\u30014\u53f03.85\u500d\u30018\u53f0<strong>7.79\u500d<\/strong>\u30028\u53f0\u3067\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u52b9\u7387\u306f97.4%\u3068\u3001\u307b\u307c\u7dda\u5f62\u306b\u8fd1\u3044\u7d50\u679c\u3068\u306a\u3063\u305f\u3002<\/p>\n<p>\u305f\u3060\u3057\u5b9f\u9a13\u3057\u305f\u306e\u306f\u7d049\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u30e2\u30c7\u30eb\u3002<strong>753B\u30e2\u30c7\u30eb\u306e\u30d5\u30eb\u5b66\u7fd2\u30928\u53f0\u3067\u5b9f\u73fe\u3057\u305f\u3001\u3068\u3044\u3046\u8a71\u3067\u306f\u306a\u3044<\/strong>\u3002\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u3068\u3001\u6bd4\u8f03\u7684\u5c0f\u3055\u3044\u30e2\u30c7\u30eb\u306e\u5206\u6563\u5b66\u7fd2\u306f\u5225\u306e\u691c\u8a3c\u3060\u3002<\/p>\n<h2>\u843d\u3068\u3057\u7a74\uff1a\u300c8\u53f0\u306b\u5897\u3084\u3057\u305f\u30891TB\u306eGPU\u306b\u306a\u308b\u300d\u308f\u3051\u3067\u306f\u306a\u3044<\/h2>\n<p>\u30ed\u30fc\u30ab\u30ebAI\u5c0e\u5165\u3067\u6700\u3082\u8aa4\u89e3\u3055\u308c\u3084\u3059\u3044\u30dd\u30a4\u30f3\u30c8\u3092\u307e\u3068\u3081\u308b\u3002<\/p>\n<ul>\n<li><strong>\u30e1\u30e2\u30ea\u306f\u5206\u6563\u3057\u3066\u3044\u308b\uff1a<\/strong>8\u53f0\u306e\u5408\u8a08\u5bb9\u91cf\u304c1TB\u306b\u306a\u3063\u3066\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u4f55\u3082\u3057\u306a\u304f\u3066\u3082\u5358\u4e00\u306e1TB GPU\u306e\u3088\u3046\u306b\u6271\u3048\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3002<\/li>\n<li><strong>\u901a\u4fe1\u69cb\u6210\u3067\u6027\u80fd\u304c\u5909\u308f\u308b\uff1a<\/strong>RoCE\u3001NCCL\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3001\u30ea\u30f3\u30b0\u3068\u30b9\u30a4\u30c3\u30c1\u306e\u9055\u3044\u304cTPS\u306b\u5f71\u97ff\u3059\u308b\u3002<\/li>\n<li><strong>\u63a8\u8ad6\u306f\u53f0\u6570\u306b\u6bd4\u4f8b\u3057\u306a\u3044\uff1a<\/strong>\u4eca\u56de\u306eQwen\u63a8\u8ad6\u306f8\u53f0\u30674.43\u500d\u3002\u4e00\u65b9\u3001\u5225\u306e\u5c0f\u578b\u30e2\u30c7\u30eb\u306e\u30c7\u30fc\u30bf\u4e26\u5217\u5b66\u7fd2\u3067\u306f7.79\u500d\u3002\u4ed5\u4e8b\u306e\u5185\u5bb9\u3067\u4f38\u3073\u304c\u7570\u306a\u308b\u3002<\/li>\n<li><strong>\u81ea\u52d5\u8a2d\u5b9a\u306e\u5bfe\u5fdc\u6642\u671f\u306b\u6ce8\u610f\uff1a<\/strong>2026\u5e7410\u670828\u65e5\u6642\u70b9\u30678\u53f0\u30af\u30e9\u30b9\u30bf\u30fc\u306f\u624b\u52d5\u69cb\u6210\u306b\u5bfe\u5fdc\u3002NVIDIA Sync\u306eCluster Assistant\u306b\u3088\u308b8\u53f0\u5bfe\u5fdc\u306f<strong>\u5e74\u672b\u307e\u3067\u306b\u63d0\u4f9b\u4e88\u5b9a<\/strong>\u3067\u3042\u308a\u3001\u73fe\u6642\u70b9\u3067\u3059\u3079\u3066\u81ea\u52d5\u3067\u7d44\u3081\u308b\u3068\u65ad\u8a00\u306f\u3067\u304d\u306a\u3044\u3002<\/li>\n<li><strong>\u904b\u7528\u30b3\u30b9\u30c8\u30828\u53f0\u5206\uff1a<\/strong>\u672c\u4f53\u306e\u8cfc\u5165\u8cbb\u3060\u3051\u3067\u306a\u304f\u96fb\u529b\u3001\u8a2d\u7f6e\u3001\u30b9\u30a4\u30c3\u30c1\u3084\u30b1\u30fc\u30d6\u30eb\u3001\u66f4\u65b0\u3001\u76e3\u8996\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3082\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/li>\n<\/ul>\n<h2>\u3059\u3067\u306bDGX Spark\u30921\u53f0\u6301\u3063\u3066\u3044\u308b\u4eba\u3078\u306e\u304a\u3059\u3059\u3081<\/h2>\n<p>1\u53f0\u306eDGX Spark\u3067\u30ed\u30fc\u30ab\u30ebLLM\u3092\u52d5\u304b\u3057\u3066\u3044\u308b\u306a\u3089\u3001\u4eca\u56de\u306e\u30cb\u30e5\u30fc\u30b9\u3067\u614c\u3066\u30667\u53f0\u8ffd\u52a0\u3059\u308b\u5fc5\u8981\u306f\u306a\u3044\u3002\u307e\u305a\u306f<strong>\u5358\u72ec\u6a5f\u306e\u5b9f\u6e2c\u7d50\u679c\u3092\u4fdd\u5b58\u3059\u308b\u3053\u3068<\/strong>\u304c\u5927\u4e8b\u3060\u3002<\/p>\n<p>\u898b\u308b\u3079\u304d\u6307\u6a19\u306f\u3001\u5358\u72ec\u30ea\u30af\u30a8\u30b9\u30c8\u6642\u306e\u751f\u6210TPS\u3001TTFT\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u9577\u304f\u306a\u3063\u305f\u3068\u304d\u306e\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3001\u8907\u6570\u30e6\u30fc\u30b6\u30fc\u6642\u306eP95\u5fdc\u7b54\u6642\u9593\u3001\u30e2\u30c7\u30eb\u54c1\u8cea\u3001\u96fb\u529b\u6d88\u8cbb\u306a\u3069\u3002\u8907\u6570\u53f0\u69cb\u6210\u306b\u3057\u305f\u3089\u3001\u3053\u308c\u3089\u3068\u6bd4\u8f03\u3057\u3066<strong>\u4f55\u304c\u6539\u5584\u3057\u3001\u4f55\u306b\u8ffd\u52a0\u8cbb\u7528\u304c\u304b\u304b\u3063\u305f\u304b<\/strong>\u3092\u78ba\u8a8d\u3059\u308b\u3002<\/p>\n<p>\u65e2\u5b58\u8a18\u4e8b\u306e<a href=\"https:\/\/music.bear-blog.net\/?p=49889\">\u3010DGX Spark\u5b9f\u6e2c\u3011Strata vs llama.cpp<\/a>\u306f\u30011\u53f0\u3092\u8d77\u70b9\u306b\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u3068\u540c\u6642\u5b9f\u884c\u306e\u5dee\u3092\u691c\u8a3c\u3057\u3066\u3044\u308b\u3002\u4eca\u56de\u306e8\u53f0\u69cb\u6210\u306f\u3001\u305d\u306e\u5148\u306b\u3042\u308b\u62e1\u5f35\u306e\u9078\u629e\u80a2\u3068\u3057\u3066\u898b\u308b\u3068\u5206\u304b\u308a\u3084\u3059\u3044\u3002\u307e\u305f\u3001<a href=\"https:\/\/music.bear-blog.net\/?p=50178\">4\u53f0\u69cb\u6210\u3067\u3082\u30e2\u30c7\u30eb\u304c\u8d77\u52d5\u3057\u306a\u3044\u30b1\u30fc\u30b9<\/a>\u3082\u7d39\u4ecb\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u30e1\u30e2\u30ea\u5bb9\u91cf\u3060\u3051\u3067\u53ef\u5426\u3092\u5224\u65ad\u3057\u306a\u3044\u70b9\u3082\u62bc\u3055\u3048\u3066\u304a\u304d\u305f\u3044\u3002<\/p>\n<h2>FAQ\uff1a8\u53f0\u30af\u30e9\u30b9\u30bf\u30fc\u3067\u6c17\u306b\u306a\u308b\u3053\u3068<\/h2>\n<h3>Q. DGX Spark 8\u53f0\u3092\u30b9\u30a4\u30c3\u30c1\u306a\u3057\u3067\u3082\u3064\u306a\u3052\u3089\u308c\u308b\uff1f<\/h3>\n<p>\u4eca\u56de\u306eNVIDIA\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u306f<strong>8\u53f0\u306e\u7269\u7406\u30ea\u30f3\u30b0\u69cb\u6210<\/strong>\u304c\u542b\u307e\u308c\u308b\u3002\u305f\u3060\u3057\u3001\u8907\u6570\u306e\u72ec\u7acb\u3057\u305f\u30b0\u30eb\u30fc\u30d7\u3092\u67d4\u8edf\u306b\u6271\u3046\u7528\u9014\u3084\u3001RoCEnante\u306e\u5229\u7528\u306b\u306f\u30b9\u30a4\u30c3\u30c1\u69cb\u6210\u304c\u5fc5\u8981\u3060\u3002<\/p>\n<h3>Q. 8\u53f0\u3067753B\u30e2\u30c7\u30eb\u304c80 tokens\/\u79d2\uff1f<\/h3>\n<p><strong>\u305d\u3046\u3067\u306f\u306a\u3044\u3002<\/strong>\u30d5\u30eb753B\u306eGLM 5.3\u306f\u540c\u6642\u5b9f\u884c1\u306731 tokens\/\u79d2\u3002\u7d0480 tokens\/\u79d2\u306e\u5831\u544a\u306f\u5225\u306e\u300cGLM 5.3 Flash\u300d\u306e\u8a66\u9a13\u7d50\u679c\u3060\u3002<\/p>\n<h3>Q. NVIDIA Sync\u30678\u53f0\u306e\u81ea\u52d5\u69cb\u6210\u306f\u3082\u3046\u3067\u304d\u308b\uff1f<\/h3>\n<p>\u516c\u5f0f\u767a\u8868\u306b\u3088\u308c\u3070\u30018\u53f0\u306f\u624b\u52d5\u8a2d\u5b9a\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u308b\u3002NVIDIA Sync\u3067\u306e8\u53f0\u5bfe\u5fdc\u306f2026\u5e74\u672b\u307e\u3067\u306e\u4e88\u5b9a\u3002\u5b9f\u969b\u306b\u5c0e\u5165\u3059\u308b\u969b\u306f\u3001<a href=\"https:\/\/build.nvidia.com\/spark\">\u516c\u5f0fPlaybook<\/a>\u3068\u6700\u65b0\u30ea\u30ea\u30fc\u30b9\u30ce\u30fc\u30c8\u306e\u4e21\u65b9\u3092\u78ba\u8a8d\u3057\u3066\u307b\u3057\u3044\u3002<\/p>\n<h3>Q. 1\u53f0\u306eDGX Spark\u3092\u8cb7\u3063\u305f\u3070\u304b\u308a\u3002\u4eca\u56de\u306e\u30cb\u30e5\u30fc\u30b9\u3067\u640d\u3092\u3057\u305f\uff1f<\/h3>\n<p>\u3044\u3044\u3048\u30021\u53f0\u3067\u5feb\u9069\u306b\u52d5\u304f\u30e2\u30c7\u30eb\u306a\u3089\u3001\u5206\u6563\u901a\u4fe1\u306e\u306a\u3044\u30b7\u30f3\u30d7\u30eb\u3055\u306f\u30e1\u30ea\u30c3\u30c8\u30028\u53f0\u69cb\u6210\u306f<strong>\u5de8\u5927\u30e2\u30c7\u30eb\u30fb\u30c1\u30fc\u30e0\u5171\u6709\u30fb\u5206\u6563\u5b66\u7fd2<\/strong>\u306a\u3069\u5225\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u9078\u629e\u80a2\u3060\u3002<\/p>\n<h2>\u307e\u3068\u3081\uff1aDGX Spark\u306f\u300c\u500b\u4eba\u5411\u3051AI\u30de\u30b7\u30f3\u300d\u304b\u3089\u5c0f\u578bAI\u30af\u30e9\u30b9\u30bf\u30fc\u3078<\/h2>\n<p>\u6700\u3082\u30a4\u30f3\u30d1\u30af\u30c8\u304c\u5927\u304d\u3044\u306e\u306f\u3001<strong>128GB\u306e\u5c0f\u578b\u30de\u30b7\u30f3\u30928\u53f0\u7d44\u307f\u5408\u308f\u305b\u3001\u5408\u8a081TB\u306e\u30e1\u30e2\u30ea\u3067753B\u306e\u5de8\u5927\u30e2\u30c7\u30eb\u3092\u52d5\u304b\u3057\u305f<\/strong>\u3053\u3068\u3060\u3002\u4e00\u65b9\u3067\u30018\u53f0\u3067\u306e4.43\u500d\u3068\u3044\u3046\u6570\u5b57\u306f\u3001\u6027\u80fd\u304c\u53f0\u6570\u3060\u3051\u3067\u306f\u6c7a\u307e\u3089\u306a\u3044\u73fe\u5b9f\u3082\u6559\u3048\u3066\u304f\u308c\u308b\u3002<\/p>\n<p>\u4eca\u5f8c\u6ce8\u76ee\u3057\u305f\u3044\u306e\u306f\u3001NVIDIA Sync\u306e8\u53f0\u5bfe\u5fdc\u3001\u5206\u6563\u63a8\u8ad6\u306e\u8a2d\u5b9a\u306e\u3057\u3084\u3059\u3055\u3001Switchyard\u306e\u3088\u3046\u306a\u8907\u6570\u30e2\u30c7\u30eb\u306e\u81ea\u52d5\u632f\u308a\u5206\u3051\u6a5f\u80fd\u3002\u30ed\u30fc\u30ab\u30ebAI\u306e\u7af6\u4e89\u8ef8\u306f\u300c\u3069\u306e\u30e2\u30c7\u30eb\u304c\u4e00\u756a\u5927\u304d\u3044\u304b\u300d\u3060\u3051\u3067\u306f\u306a\u304f\u3001<strong>\u904b\u7528\u3057\u3084\u3059\u3044\u5f62\u3067\u3001\u5fc5\u8981\u306aAI\u3092\u5fc5\u8981\u306a\u4eba\u3078\u5c4a\u3051\u3089\u308c\u308b\u304b<\/strong>\u3078\u3068\u5e83\u304c\u308a\u305d\u3046\u3060\u3002<\/p>\n<h2>\u4e00\u6b21\u60c5\u5831\u30fb\u53c2\u8003\u8cc7\u6599<\/h2>\n<ul>\n<li><a href=\"https:\/\/developer.nvidia.com\/blog\/running-frontier-class-ai-models-across-8-nvidia-dgx-spark-nodes\/\" target=\"_blank\" rel=\"noopener noreferrer\">NVIDIA\u516c\u5f0f\u6280\u8853\u30d6\u30ed\u30b0\uff1aRunning Frontier-Class AI Models Across 8 NVIDIA DGX Spark Nodes\uff082026\u5e7410\u670822\u65e5\uff09<\/a><\/li>\n<li><a href=\"https:\/\/blogs.nvidia.com\/blog\/local-ai-gtc-rtx-dgx-spark-station-sync\/\" target=\"_blank\" rel=\"noopener noreferrer\">NVIDIA\u516c\u5f0f\u30cb\u30e5\u30fc\u30b9\uff1aBringing the Spark to Europe\uff082026\u5e7410\u670821\u65e5\uff09<\/a><\/li>\n<li><a href=\"https:\/\/build.nvidia.com\/playbooks\/vllm-cluster\" target=\"_blank\" rel=\"noopener noreferrer\">NVIDIA\u516c\u5f0fPlaybook\uff1aServe LLMs with vLLM Across DGX Sparks<\/a><\/li>\n<li><a href=\"https:\/\/docs.nvidia.com\/dgx\/dgx-spark\/release-notes.html\" target=\"_blank\" rel=\"noopener noreferrer\">DGX Spark\u516c\u5f0f\u30ea\u30ea\u30fc\u30b9\u30ce\u30fc\u30c8<\/a><\/li>\n<\/ul>\n<p><small>\u203b2026\u5e7410\u670828\u65e5\u6642\u70b9\u306eNVIDIA\u516c\u8868\u8cc7\u6599\u306b\u57fa\u3065\u304f\u8a18\u4e8b\u3067\u3059\u3002\u5404\u7a2e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306fNVIDIA\u306b\u3088\u308b\u6e2c\u5b9a\u3067\u3042\u308a\u3001\u30d9\u30a2\u4e09\u90ce\u30d6\u30ed\u30b0\u304c\u540c\u69cb\u6210\u3092\u8ffd\u8a66\u3057\u305f\u7d50\u679c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6027\u80fd\u30fb\u5bfe\u5fdc\u6642\u671f\u30fb\u8a2d\u5b9a\u624b\u9806\u306f\u5909\u52d5\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/small><\/p>\n","protected":false},"excerpt":{"rendered":"<p>NVIDIA\u304cDGX Spark 8\u53f0\u30fb\u5408\u8a081TB\u3067753B\u306eGLM 5.3\u3092\u30ed\u30fc\u30ab\u30eb\u5b9f\u884c\u3002Qwen3.8\u63a8\u8ad6\u3067\u6700\u59274.43\u500d\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3001RoCEnante\u306e\u901a\u4fe1\u6700\u9069\u5316\u3001\u30b9\u30a4\u30c3\u30c1\u69cb\u6210\u3084NVIDIA Sync\u306e\u5bfe\u5fdc\u6642\u671f\u307e\u3067\u4e00\u6b21\u60c5\u5831\u3092\u89e3\u8aac\u3002<\/p>\n","protected":false},"author":2,"featured_media":50249,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"pochipp_cv_data":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[360],"tags":[365],"class_list":["post-50250","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-360","tag-dgx-spark"],"_links":{"self":[{"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=\/wp\/v2\/posts\/50250","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=50250"}],"version-history":[{"count":1,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=\/wp\/v2\/posts\/50250\/revisions"}],"predecessor-version":[{"id":50251,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=\/wp\/v2\/posts\/50250\/revisions\/50251"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=\/wp\/v2\/media\/50249"}],"wp:attachment":[{"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=50250"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=50250"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=50250"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}