{"id":49889,"date":"2026-10-12T11:07:12","date_gmt":"2026-10-12T02:07:12","guid":{"rendered":"https:\/\/music.bear-blog.net\/?p=49889"},"modified":"2026-10-13T22:45:51","modified_gmt":"2026-10-13T13:45:51","slug":"%e3%80%90dgx-spark%e5%ae%9f%e6%b8%ac%e3%80%91strata%e3%81%a8llama-cpp%e3%80%81%e9%80%9f%e3%81%84%e3%81%ae%e3%81%af%e3%81%a9%e3%81%a3%e3%81%a1%ef%bc%9fqwen3-8-flash-next%e3%81%a7%e5%8d%98%e7%8b%ac","status":"publish","type":"post","link":"https:\/\/music.bear-blog.net\/?p=49889","title":{"rendered":"\u3010DGX Spark\u5b9f\u6e2c\u3011Strata vs llama.cpp\uff5cQwen3.8-Flash-Next\u306e\u6027\u80fd\u6bd4\u8f03"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u300cStrata\u306f\u901f\u3044\u3089\u3057\u3044\u3002\u3067\u3082\u3001\u4f7f\u3044\u6163\u308c\u305fllama.cpp\u304b\u3089\u4e57\u308a\u63db\u3048\u308b\u307b\u3069\u306a\u3093\uff1f\u300d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ed\u30fc\u30ab\u30ebLLM\u3092\u89e6\u3063\u3066\u3044\u308b\u3068\u3001\u3053\u3046\u3044\u3046\u8a71\u306f\u6c17\u306b\u306a\u308a\u307e\u3059\u3088\u306d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3069\u3046\u3082\u3001\u30d9\u30a2\u4e09\u90ce\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306fNVIDIA DGX Spark\u306b\u3001\u7d0494GB\u306e<strong>Qwen3.8-Flash-Next\uff08UD-IQ4_XS\uff09\u3092\u8f09\u305b\u3066\u3001\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u306eStrata\u3068llama.cpp\u3092\u5b9f\u6a5f\u3067\u6bd4\u8f03<\/strong>\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3084\u3063\u3066\u307f\u3066\u9762\u767d\u304b\u3063\u305f\u306e\u306f\u3001<strong>\u300c1\u4eba\u3067\u6587\u7ae0\u3092\u751f\u6210\u3059\u308b\u901f\u3055\u300d\u3068\u300c\u4f55\u4eba\u304b\u3067\u4f7f\u3063\u305f\u3068\u304d\u306e\u5feb\u9069\u3055\u300d\u306f\u3001\u307e\u3063\u305f\u304f\u540c\u3058\u3067\u306f\u306a\u304b\u3063\u305f<\/strong>\u3053\u3068\u3002\u8cc7\u6599\u3092\u8aad\u307e\u305b\u305f\u3068\u304d\u306fStrata\u304c\u597d\u6210\u7e3e\u3002\u4e00\u65b9\u30014\u4ef6\u30fb8\u4ef6\u306e\u8cea\u554f\u3092\u540c\u6642\u306b\u6295\u3052\u308b\u3068\u3001\u4eca\u56de\u306e\u69cb\u6210\u3067\u306fllama.cpp\u304c\u5927\u304d\u304f\u30ea\u30fc\u30c9\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u5b57\u306e\u7af6\u4e89\u3060\u3051\u3067\u306a\u304f\u3001\u300c\u30c1\u30e3\u30c3\u30c8\u3067\u5f85\u305f\u3055\u308c\u306a\u3044\u306e\u306f\uff1f\u300d\u300c\u793e\u5185\u3067\u5171\u6709\u3059\u308b\u306a\u3089\uff1f\u300d\u300c128GB\u3067\u30e1\u30e2\u30ea\u306f\u8db3\u308a\u308b\uff1f\u300d\u307e\u3067\u3001\u5b9f\u6e2c\u7d50\u679c\u304b\u3089\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5148\u306b\u7d50\u8ad6\u3002\u9577\u6587\u751f\u6210\u306fStrata\u3001\u77ed\u6587\u30c1\u30e3\u30c3\u30c8\u3068\u540c\u6642\u5229\u7528\u306fllama.cpp\uff01<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306e\u6761\u4ef6\u3067\u306f\u3001<strong>\u666e\u6bb5\u306e\u30c1\u30e3\u30c3\u30c8\u3084\u8907\u6570\u4eba\u3067\u306e\u5229\u7528\u3092\u512a\u5148\u3059\u308b\u306a\u3089\u3001llama.cpp\u3092\u6700\u521d\u306e\u5019\u88dc\u306b\u3057\u305f\u3044<\/strong>\u3068\u3053\u308d\u3067\u3059\u3002\u6700\u521d\u306e\u6587\u5b57\u304c\u8868\u793a\u3055\u308c\u308b\u307e\u3067\u306e\u6642\u9593\u304c\u77ed\u304f\u3001GGUF\u30e2\u30c7\u30eb\u3092\u76f4\u63a5\u8aad\u307f\u8fbc\u3081\u308b\u306e\u3067\u5c0e\u5165\u3082\u6bd4\u8f03\u7684\u30b7\u30f3\u30d7\u30eb\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057\u3001Strata\u304c\u9045\u3044\u3068\u3044\u3046\u8a71\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<strong>\u7d045,200\u30c8\u30fc\u30af\u30f3\u306e\u8cc7\u6599\u53c2\u7167\u3067\u306f\u3001Strata\u304c34.00TPS\u3001llama.cpp\u304c24.07TPS<\/strong>\u3002\u56de\u7b54\u5b8c\u4e86\u307e\u3067\u306e\u6642\u9593\u3082Strata\u306e\u307b\u3046\u304c\u77ed\u3044\u7d50\u679c\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u3069\u3061\u3089\u304c\u300c\u6700\u5f37\u300d\u304b\u3067\u306f\u306a\u304f\u3001<strong>\u3069\u3093\u306a\u4f7f\u3044\u65b9\u3067\u4f55\u3092\u5f85\u305f\u305b\u305f\u304f\u306a\u3044\u304b<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u305d\u3082\u305d\u3082TPS\u304c\u9ad8\u3051\u308c\u3070\u3001\u30c1\u30e3\u30c3\u30c8\u306f\u5feb\u9069\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u3001\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u3088\u304f\u51fa\u3066\u304f\u308b\u6570\u5b57\u3092\u6574\u7406\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>TPS\uff08Tokens Per Second\uff09<\/strong>\u306f\u3001AI\u304c1\u79d2\u9593\u306b\u751f\u6210\u3059\u308b\u30c8\u30fc\u30af\u30f3\u6570\u3002\u30c8\u30fc\u30af\u30f3\u306f\u6587\u7ae0\u3092\u51e6\u7406\u3059\u308b\u5358\u4f4d\u3067\u3001\u65e5\u672c\u8a9e\u306e\u6587\u5b57\u6570\u3068\u306f\u4e00\u81f4\u3057\u307e\u305b\u3093\u3002\u4eee\u306b600\u30c8\u30fc\u30af\u30f3\u3092\u751f\u6210\u3059\u308b\u306a\u3089\u300120TPS\u3067\u7d0430\u79d2\u300130TPS\u3067\u7d0420\u79d2\u300140TPS\u3067\u7d0415\u79d2\u3002\u9577\u3044\u56de\u7b54\u307b\u3069\u5dee\u304c\u52b9\u3044\u3066\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3067\u3082\u3001\u79c1\u305f\u3061\u304c\u30c1\u30e3\u30c3\u30c8\u3067\u6700\u521d\u306b\u611f\u3058\u308b\u306e\u306f\u300c\u56de\u7b54\u304c\u51fa\u59cb\u3081\u308b\u307e\u3067\u306e\u9593\u300d\u3067\u3059\u3002\u3053\u308c\u3092<strong>TTFT\uff08Time To First Token\uff09<\/strong>\u3068\u3044\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3068\u3048\u751f\u6210\u304c\u901f\u304f\u3066\u3082\u3001\u6700\u521d\u306e\u4e00\u6587\u5b57\u307e\u3067\u6570\u79d2\u5f85\u305f\u3055\u308c\u308c\u3070\u300c\u3061\u3087\u3063\u3068\u9045\u3044\u306a\u300d\u3068\u611f\u3058\u308b\u3082\u306e\u3002\u9006\u306b\u751f\u6210TPS\u304c\u5c11\u3057\u4f4e\u304f\u3066\u3082\u3001\u3059\u3050\u6587\u5b57\u304c\u6d41\u308c\u59cb\u3081\u308b\u3068\u8efd\u5feb\u306b\u611f\u3058\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u8907\u6570\u4eba\u3067\u4f7f\u3046\u306a\u3089\u3001\u30b5\u30fc\u30d0\u30fc\u5168\u4f53\u3067\u3069\u308c\u3060\u3051\u51e6\u7406\u3067\u304d\u308b\u304b\u3068\u3044\u3046<strong>\u7dcfTPS<\/strong>\u3082\u5927\u4e8b\u3002\u4eca\u56de\u306f\u3053\u306e3\u3064\u3092\u6df7\u540c\u3057\u306a\u3044\u3088\u3046\u306b\u6bd4\u8f03\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u691c\u8a3c\u3057\u305f\u306e\u306f\u3001128GB\u306eDGX Spark\u3068\u7d0494GB\u306eIQ4\u30e2\u30c7\u30eb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u4f7f\u3063\u305f\u306e\u306f\u3001NVIDIA GB10\u3092\u642d\u8f09\u3057\u305f<strong>DGX Spark 1\u53f0\uff08128GB\u306eCPU\u30fbGPU\u5171\u6709\u30e1\u30e2\u30ea\uff09<\/strong>\u3067\u3059\u3002GPU\u7528128GB\u3068CPU\u7528128GB\u304c\u5225\u3005\u306b\u3042\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u306f<a href=\"https:\/\/huggingface.co\/unsloth\/Qwen3.8-Flash-Next-GGUF\">Unsloth\u306eQwen3.8-Flash-Next UD-IQ4_XS<\/a>\u3002\u91cf\u5b50\u5316\u306b\u3088\u3063\u3066\u91cd\u307f\u306e\u4fdd\u5b58\u5bb9\u91cf\u3092\u6291\u3048\u305fGGUF\u7248\u3067\u30013\u5206\u5272\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u5408\u308f\u305b\u3066\u7d0493.68GB\u3067\u3059\u3002\u540d\u524d\u306b\u300cIQ4\u300d\u3068\u3042\u3063\u3066\u3082\u3001\u5168\u3066\u306e\u90e8\u4f4d\u3092\u4e00\u5f8b4\u30d3\u30c3\u30c8\u306b\u3057\u3066\u3044\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5143\u30d5\u30a1\u30a4\u30eb\u306eSHA-256\u3082\u7167\u5408\u3057\u3066\u3001\u4e21\u65b9\u3067\u540c\u3058\u914d\u5e03\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Qwen\u516c\u5f0f\u306b\u3088\u308b\u3068\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u672c\u4f53\u306f125B\uff081,250\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\uff09\u3067\u3059\u304c\u30011\u30c8\u30fc\u30af\u30f3\u306e\u51e6\u7406\u3067\u4f7f\u3046\u306e\u306f\u4e3b\u306b6B\u3002\u3053\u308c\u306f<strong>MoE\uff08\u5fc5\u8981\u306a\u5c02\u9580\u5bb6\u3060\u3051\u3092\u547c\u3073\u51fa\u3059\u4ed5\u7d44\u307f\uff09<\/strong>\u306e\u304a\u304b\u3052\u3067\u3059\u3002\u3055\u3089\u306b51B\u306en-gram embedding\uff08\u30c8\u30fc\u30af\u30f3\u306e\u4e26\u3073\u3092\u5f15\u304f\u5de8\u5927\u306a\u8868\uff09\u3082\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u6bce\u56de\u8a08\u7b97\u3057\u306a\u3044\u91cd\u307f\u3082\u4fdd\u5b58\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u300c6B\u3057\u304b\u4f7f\u308f\u306a\u3044\u304b\u3089\u3001\u30e1\u30e2\u30ea\u30826B\u5206\u3067\u5341\u5206\u300d\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u306a\u3044\u3093\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bd4\u8f03\u3067\u306f\u3001\u77ed\u3044\u4f1a\u8a71\u3001\u7d045,200\u30c8\u30fc\u30af\u30f3\u306e\u67b6\u7a7a\u8cc7\u6599\u306e\u53c2\u7167\u3001Python\u30b3\u30fc\u30c9\u751f\u6210\u3092\u54043\u56de\u6e2c\u5b9a\u3002\u3055\u3089\u306b\u30011\u30fb2\u30fb4\u30fb8\u4ef6\u306e\u4e00\u6589\u9001\u4fe1\u3084\u3001\u6642\u9593\u5dee\u3067\u306e\u8cea\u554f\u3082\u8a66\u3057\u307e\u3057\u305f\u3002\u3069\u3061\u3089\u3082<strong>4\u51e6\u7406\u67a0\u3001\u54048,192\u30c8\u30fc\u30af\u30f3\u3001Thinking\u7121\u52b9\u3001\u6e29\u5ea60<\/strong>\u3092\u57fa\u672c\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057\u3001\u3053\u3053\u306f\u5927\u5207\u306a\u6ce8\u610f\u70b9\u3002Strata\u306fDGX Spark\u7528\u306eArm64\u30d5\u30a9\u30fc\u30af\u3092\u4f7f\u3044\u3001<strong>\u5358\u72ec\u63a8\u8ad6\u6642\u306bMTP\uff08\u6b21\u306b\u51fa\u308b\u30c8\u30fc\u30af\u30f3\u3092\u5148\u8aad\u307f\u3059\u308b\u4ed5\u7d44\u307f\uff09\u3092\u6709\u52b9\u5316<\/strong>\u3002llama.cpp\u306e\u4e3b\u6bd4\u8f03\u3067\u306fMTP\u3092\u7121\u52b9\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001Strata\u3067\u306f\u4e00\u90e8\u306e\u91cd\u307f\u3092BF16\u3078\u4e38\u3081\u3001CPU\/GPU\u3078\u306e\u914d\u7f6e\u3084\u30e1\u30e2\u30ea\u4e0a\u9650\u3082\u7570\u306a\u308a\u307e\u3059\u3002<strong>\u4eca\u56de\u306f\u5b9f\u969b\u306b\u4f7f\u3048\u308b\u8a2d\u5b9a\u540c\u58eb\u3092\u6bd4\u3079\u305f\u3082\u306e\u3067\u3001\u30bd\u30d5\u30c8\u3060\u3051\u306e\u7d14\u7c8b\u306a\u512a\u52a3\u3092\u8a3c\u660e\u3059\u308b\u8a66\u9a13\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1\u4eba\u3067\u4f7f\u3046\u3068\u3001\u8cc7\u6599\u53c2\u7167\u3068\u30b3\u30fc\u30c9\u751f\u6210\u306fStrata\u304c\u5065\u95d8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305a\u306f\u30011\u4ef6\u305a\u3064\u8cea\u554f\u3057\u305f\u5834\u5408\u306e\u6e2c\u5b9a\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u30c6\u30b9\u30c8\uff08\u5165\u529b\u2192\u51fa\u529b\uff09<\/th><th>Strata\uff1a\u751f\u6210TPS\uff0f\u521d\u52d5\uff0f\u5b8c\u4e86<\/th><th>llama.cpp\uff1a\u751f\u6210TPS\uff0f\u521d\u52d5\uff0f\u5b8c\u4e86<\/th><\/tr><tr><td>\u77ed\u6587\u30c1\u30e3\u30c3\u30c8\uff0850\u2192128\uff09<\/td><td>25.80\uff0f1.30\u79d2\uff0f6.19\u79d2<\/td><td>24.89\uff0f0.26\u79d2\uff0f5.35\u79d2<\/td><\/tr><tr><td>\u67b6\u7a7a\u8cc7\u6599\u306e\u53c2\u7167\uff085,222\u2192128\uff09<\/td><td><strong>34.00<\/strong>\uff0f6.22\u79d2\uff0f<strong>9.60\u79d2<\/strong><\/td><td>24.07\uff0f7.10\u79d2\uff0f12.40\u79d2<\/td><\/tr><tr><td>Python\u30b3\u30fc\u30c9\u751f\u6210\uff0876\u2192256\uff09<\/td><td><strong>31.60<\/strong>\uff0f0.97\u79d2\uff0f<strong>9.04\u79d2<\/strong><\/td><td>25.09\uff0f0.33\u79d2\uff0f10.49\u79d2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u54043\u56de\u306e\u4e2d\u592e\u5024\u3002\u521d\u52d5\uff1dTTFT\u3001\u5b8c\u4e86\uff1d\u8cea\u554f\u9001\u4fe1\u304b\u3089\u5fdc\u7b54\u7d42\u4e86\u307e\u3067\u3002\u751f\u6210TPS\u306f\u5404\u30b5\u30fc\u30d0\u30fc\u306e\u8a08\u6e2c\u5024\u3067\u3059\u3002<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6ce8\u76ee\u3057\u305f\u3044\u306e\u304c<strong>\u77ed\u6587\u30c1\u30e3\u30c3\u30c8<\/strong>\u3002\u751f\u6210\u901f\u5ea6\u3060\u3051\u306a\u3089Strata\u304c25.80TPS\u3001llama.cpp\u304c24.89TPS\u3067\u308f\u305a\u304b\u306b\u4e0a\u56de\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u6700\u521d\u306e\u6587\u5b57\u304c\u5c4a\u304f\u307e\u3067\u306e\u6642\u9593\u306f<strong>Strata\u304c1.30\u79d2\u3001llama.cpp\u306f\u308f\u305a\u304b0.26\u79d2<\/strong>\u3002\u4f1a\u8a71\u5168\u4f53\u3082llama.cpp\u306e\u307b\u3046\u304c\u65e9\u304f\u7d42\u308f\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u3001<strong>\u8cc7\u6599\u53c2\u7167<\/strong>\u3067\u306f\u9006\u306e\u7d50\u679c\u306b\u3002Strata\u306f34.00TPS\u3067\u3001\u56de\u7b54\u5b8c\u4e86\u30829.60\u79d2\u3002llama.cpp\u306e12.40\u79d2\u3088\u308a\u7d042.8\u79d2\u65e9\u304f\u7d42\u308f\u3063\u3066\u3044\u307e\u3059\u3002Python\u30b3\u30fc\u30c9\u751f\u6210\u3067\u3082Strata\u304c\u5b8c\u4e86\u6642\u9593\u3067\u4e0a\u56de\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3082\u3063\u3068\u3082\u3001Strata\u306e\u8cc7\u6599\u53c2\u7167\u306b\u306f<strong>\u521d\u56deTTFT\u304c14.76\u79d2<\/strong>\u3068\u3044\u3046\u6e2c\u5b9a\u3082\u3042\u308a\u307e\u3059\u3002\u4e2d\u592e\u5024\u3060\u3051\u898b\u3066\u300c\u6bce\u56de\u3053\u306e\u901f\u3055\u300d\u3068\u671f\u5f85\u3059\u308b\u306e\u306f\u7981\u7269\u3067\u3059\u3002\u5c02\u9580\u5bb6\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u6e29\u307e\u308a\u65b9\u306a\u3069\u3001\u63fa\u3089\u304e\u3082\u6b8b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4\u4ef6\u540c\u6642\u3067\u69d8\u5b50\u304c\u4e00\u5909\u3002llama.cpp\u306e\u7dcfTPS\u306f61.35<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u304c\u4eca\u56de\u3001\u3044\u3061\u3070\u3093\u4f1d\u3048\u305f\u3044\u3068\u3053\u308d\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1\u4eba\u3067\u4f7f\u3046\u306a\u3089\u5341\u5206\u901f\u304f\u3066\u3082\u3001\u540c\u3058Spark\u3092\u30c1\u30fc\u30e0\u3067\u5171\u6709\u3057\u305f\u3089\u3069\u3046\u306a\u308b\u306e\u304b\u30021\u30fb2\u30fb4\u30fb8\u4ef6\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u4e00\u6589\u306b\u9001\u308a\u3001\u305d\u308c\u305e\u308c3\u30e9\u30a6\u30f3\u30c9\u6e2c\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u540c\u3058128\u30c8\u30fc\u30af\u30f3\u51fa\u529b\u3092\u4f7f\u3063\u305f\u4e00\u6589\u9001\u4fe1\u3002\u7dcfTPS\u306f\u30e9\u30a6\u30f3\u30c9\u5168\u4f53\u306e\u51e6\u7406\u91cf\u3001\u521d\u52d5\u30fb\u5b8c\u4e86\u306f\u5404\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u4e2d\u592e\u5024\u3067\u3059\u3002\u6570\u5b57\u304c\u5927\u304d\u3044\u307b\u3069\u826f\u3044\u306e\u306f\u7dcfTPS\u3060\u3051\u3002<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_total_tps_clear.png\"><img decoding=\"async\" width=\"1024\" height=\"592\" src=\"https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_total_tps_clear-1024x592.png\" alt=\"DGX Spark\u3067\u306eStrata\u3068llama.cpp\u306e\u540c\u6642\u51e6\u7406\u6027\u80fd\u6bd4\u8f03\u30024\u4ef6\u540c\u6642\u306e\u7dcfTPS\u306f35.11\u5bfe61.35\u3067llama.cpp\u304c\u512a\u52e2\" class=\"wp-image-49893\" srcset=\"https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_total_tps_clear-1024x592.png 1024w, https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_total_tps_clear-300x173.png 300w, https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_total_tps_clear-767x443.png 767w, https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_total_tps_clear-1536x887.png 1536w, https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_total_tps_clear-2048x1183.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">4\u4ef6\u540c\u6642\u3067\u306f\u3001llama.cpp\u304c61.35TPS\u3001Strata\u304c35.11TPS\u3002llama.cpp\u306e\u7dcf\u51e6\u7406\u91cf\u306f\u7d041.75\u500d\u3067\u3057\u305f\u30028\u4ef6\u540c\u6642\u3067\u3082\u305d\u306e\u5dee\u306f\u7d9a\u304d\u3001\u8907\u6570\u4eba\u3067\u4f7f\u3046\u5834\u9762\u3067\u306fllama.cpp\u304c\u512a\u52e2\u3068\u3044\u3046\u7d50\u679c\u306b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>4\u4ef6\u540c\u6642\u3067\u306f\u3001Strata\u306e\u7dcfTPS\u304c35.11\u306b\u5bfe\u3057\u3066\u3001llama.cpp\u306f61.35\u3002<\/strong> \u3057\u304b\u3082\u6700\u521d\u306e\u6587\u5b57\u307e\u3067\u306e\u5f85\u3061\u6642\u9593\u306f\u3001Strata\u304c3.51\u79d2\u3001llama.cpp\u304c0.81\u79d2\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_ttft_clear.png\"><img decoding=\"async\" width=\"1024\" height=\"592\" src=\"https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_ttft_clear-1024x592.png\" alt=\"DGX Spark\u3067\u306e\u5fdc\u7b54\u958b\u59cb\u6642\u9593\u6bd4\u8f03\u30028\u4ef6\u540c\u6642\u306eTTFT\u4e2d\u592e\u5024\u306fStrata\u304c10.18\u79d2\u3001llama.cpp\u304c4.49\u79d2\" class=\"wp-image-49895\" srcset=\"https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_ttft_clear-1024x592.png 1024w, https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_ttft_clear-300x173.png 300w, https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_ttft_clear-767x443.png 767w, https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_ttft_clear-1536x887.png 1536w, https:\/\/music.bear-blog.net\/wp-content\/uploads\/2026\/10\/bear_saburo_ttft_clear-2048x1183.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u51e6\u7406\u91cf\u3060\u3051\u3067\u306a\u304f\u3001\u5f85\u3061\u6642\u9593\u306b\u3082\u6ce8\u76ee\u30028\u4ef6\u540c\u6642\u306e\u5fdc\u7b54\u958b\u59cb\u306fStrata\u304c10.18\u79d2\u3001llama.cpp\u304c4.49\u79d2\uff08\u4e2d\u592e\u5024\uff09\u3002\u8907\u6570\u4eba\u3067\u30c1\u30e3\u30c3\u30c8\u3059\u308b\u306a\u3089\u3001\u6700\u9ad8TPS\u3088\u308a\u3082\u300c\u3044\u3064\u56de\u7b54\u304c\u59cb\u307e\u308b\u304b\u300d\u304c\u5feb\u9069\u3055\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u540c\u6642\u30ea\u30af\u30a8\u30b9\u30c8\u6570<\/th><th>\u7dcfTPS\uff08Strata\uff0fllama.cpp\uff09<\/th><th>\u521d\u52d5\u4e2d\u592e\u5024\uff08Strata\uff0fllama.cpp\uff09<\/th><th>\u5b8c\u4e86\u4e2d\u592e\u5024\uff08Strata\uff0fllama.cpp\uff09<\/th><\/tr><tr><td>1\u4ef6<\/td><td>22.76\uff0f23.97<\/td><td>1.31\uff0f<strong>0.26\u79d2<\/strong><\/td><td>5.62\uff0f5.34\u79d2<\/td><\/tr><tr><td>2\u4ef6<\/td><td>25.60\uff0f<strong>39.53<\/strong><\/td><td>2.18\uff0f<strong>0.45\u79d2<\/strong><\/td><td>9.95\uff0f6.45\u79d2<\/td><\/tr><tr><td>4\u4ef6<\/td><td>35.11\uff0f<strong>61.35<\/strong><\/td><td>3.51\uff0f<strong>0.81\u79d2<\/strong><\/td><td>14.51\uff0f<strong>8.30\u79d2<\/strong><\/td><\/tr><tr><td>8\u4ef6<\/td><td>37.77\uff0f<strong>62.92<\/strong><\/td><td>10.18\uff0f<strong>4.49\u79d2<\/strong><\/td><td>21.77\uff0f<strong>11.91\u79d2<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">8\u4ef6\u306b\u306a\u308b\u3068\u5dee\u306f\u3055\u3089\u306b\u4f53\u611f\u306b\u97ff\u304d\u307e\u3059\u3002<strong>Strata\u306e\u521d\u52d5\u4e2d\u592e\u5024\u306f10.18\u79d2\u3001llama.cpp\u306f4.49\u79d2<\/strong>\u3002\u5b8c\u4e86\u4e2d\u592e\u5024\u3082\u7d0422\u79d2\u5bfe\u7d0412\u79d2\u3002\u3069\u3061\u3089\u3082\u540c\u6642\u51e6\u7406\u306f\u3067\u304d\u3066\u3044\u307e\u3059\u304c\u3001\u30c1\u30e3\u30c3\u30c8\u306e\u8efd\u5feb\u3055\u306f\u5927\u304d\u304f\u9055\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u52d8\u9055\u3044\u3057\u305f\u304f\u306a\u3044\u306e\u306f\u3001<strong>\u7dcfTPS\u304c\u5897\u3048\u305f\u304b\u3089\u3068\u3044\u3063\u3066\u3001\u4e00\u4eba\u3072\u3068\u308a\u306e\u56de\u7b54\u304c\u901f\u304f\u306a\u308b\u308f\u3051\u3067\u306f\u306a\u3044<\/strong>\u3053\u3068\u30024\u4ef6\u540c\u6642\u306e\u5229\u7528\u8005\u5225\u751f\u6210\u901f\u5ea6\u306f\u3001Strata\u304c11.70TPS\u3001llama.cpp\u304c16.91TPS\u30021\u4eba\u3067\u4f7f\u3046\u3068\u304d\u3088\u308a\u843d\u3061\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u4eca\u56de\u306f<strong>4\u51e6\u7406\u67a0\u306b\u5bfe\u3057\u30668\u4ef6\u3092\u9001\u4fe1<\/strong>\u3057\u3066\u3044\u307e\u3059\u3002\u67a0\u3092\u8d85\u3048\u305f\u30ea\u30af\u30a8\u30b9\u30c8\u306b\u306f\u9806\u756a\u5f85\u3061\u304c\u767a\u751f\u3057\u5f97\u307e\u3059\u3002\u305f\u3060\u3057API\u304b\u3089\u30ad\u30e5\u30fc\u958b\u59cb\u6642\u523b\u3092\u53d6\u5f97\u3067\u304d\u3066\u3044\u306a\u3044\u305f\u3081\u3001TTFT\u306e\u3059\u3079\u3066\u3092\u300c\u30ad\u30e5\u30fc\u5f85\u3061\u6642\u9593\u300d\u3068\u306f\u547c\u3079\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u9577\u3044\u8cc7\u6599\u3092\u8aad\u307e\u305b\u308b\u3068\u3001\u77ed\u3044\u8cea\u554f\u307e\u3067\u5f85\u305f\u3055\u308c\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u969b\u306e\u5229\u7528\u3067\u306f\u3001\u5168\u54e1\u304c\u540c\u6642\u306b\u300c\u9001\u4fe1\u300d\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u3053\u3068\u306f\u3042\u307e\u308a\u3042\u308a\u307e\u305b\u3093\u3002\u305d\u3053\u3067\u8cea\u554f\u30921\u79d2\u305a\u3064\u305a\u3089\u3057\u305f\u308a\u3001\u9577\u6587\u306e\u76f4\u5f8c\u306b\u77ed\u3044\u8cea\u554f\u3092\u6295\u3052\u305f\u308a\u3082\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">8\u4ef6\u30921\u79d2\u9593\u9694\u3067\u9001\u4fe1\u3057\u305f\u3068\u304d\u3001\u521d\u52d5\u4e2d\u592e\u5024\u306f<strong>Strata\u304c6.44\u79d2\u3001llama.cpp\u304c2.63\u79d2<\/strong>\u3002\u4e00\u6589\u9001\u4fe1\u3068\u306f\u9055\u3046\u7d50\u679c\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3089\u306b\u3001\u7d045,200\u30c8\u30fc\u30af\u30f3\u306e\u8cc7\u6599\u3092\u9001\u3063\u305f1\u79d2\u5f8c\u306b\u77ed\u6587\u3092\u9001\u4fe1\u3057\u305f\u3068\u3053\u308d\u3001\u5f8c\u304b\u3089\u6765\u305f\u77ed\u6587\u306e\u521d\u52d5\u4e2d\u592e\u5024\u306f<strong>Strata\u304c9.54\u79d2\u3001llama.cpp\u304c6.43\u79d2<\/strong>\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3068\u3048\u3070\u3001A\u3055\u3093\u304c\u9577\u3044\u8cc7\u6599\u306e\u8981\u7d04\u3092\u4f9d\u983c\u3057\u3066\u3044\u308b\u9593\u306b\u3001B\u3055\u3093\u304c\u300c\u3053\u306e\u8a2d\u5b9a\u3063\u3066\u4f55\u3060\u3063\u3051\uff1f\u300d\u3068\u4e00\u8a00\u3060\u3051\u8cea\u554f\u3059\u308b\u5834\u9762\u3002B\u3055\u3093\u306e\u8cea\u554f\u306f\u77ed\u304f\u3066\u3082\u3001\u8cc7\u6599\u306e\u8aad\u307f\u8fbc\u307f\u51e6\u7406\u3068\u8a08\u7b97\u8cc7\u6e90\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u3001\u5f85\u305f\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u793e\u5185\u5411\u3051\u30ed\u30fc\u30ab\u30ebAI\u306f\u3001\u77ed\u6587\u30c1\u30e3\u30c3\u30c8\u3060\u3051\u3067\u8ca0\u8377\u8a66\u9a13\u3092\u7d42\u308f\u3089\u305b\u306a\u3044\u307b\u3046\u304c\u3044\u3044\u3002<\/strong> \u4eca\u56de\u306e\u6e2c\u5b9a\u3067\u3001\u3053\u308c\u306f\u5f37\u304f\u611f\u3058\u305f\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">128GB\u3082\u3042\u308b\u306e\u306b\u3001\u30e1\u30e2\u30ea\u306e\u4f59\u88d5\u306f\u610f\u5916\u3068\u5c11\u306a\u3044<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u30e2\u30c7\u30eb\u304c\u7d0494GB\u306a\u3089\u3001128GB\u3068\u306e\u5dee\u306730GB\u4ee5\u4e0a\u7a7a\u304f\u306e\u3067\u306f\uff1f\u300d\u3068\u601d\u3044\u305f\u304f\u306a\u308a\u307e\u3059\u3002\u3067\u3082\u3001\u52d5\u4f5c\u4e2d\u306f\u30e2\u30c7\u30eb\u306e\u91cd\u307f\u4ee5\u5916\u306b\u3082\u3001KV\u30ad\u30e3\u30c3\u30b7\u30e5\u3084\u4f5c\u696d\u9818\u57df\u3001OS\u3001\u307b\u304b\u306e\u30a2\u30d7\u30ea\u304c\u30e1\u30e2\u30ea\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306eSpark\u3067\u306f\u65e2\u5b58\u306eOpen WebUI\u3084Dify\u306a\u3069\u3092\u52d5\u304b\u3057\u305f\u307e\u307e\u3001Ollama\u306e\u5225\u30e2\u30c7\u30eb\uff08\u7d0436GB\u306e\u5e38\u99d0\u8868\u793a\uff09\u3082\u7dad\u6301\u3057\u3066\u6e2c\u3063\u3066\u3044\u307e\u3059\u3002\u5c02\u7528\u306e\u7a7a\u3063\u307d\u306e\u30de\u30b7\u30f3\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>\u52d5\u304b\u3057\u65b9<\/th><th>\u6e2c\u5b9a\u4e2d\u306e\u30db\u30b9\u30c8\u7a7a\u304d\u30e1\u30e2\u30ea\u6700\u5c0f<\/th><\/tr><tr><td>Strata\uff1aRAM32GiB\uff0bGPU\u5c02\u9580\u5bb6\u30ad\u30e3\u30c3\u30b7\u30e5<\/td><td>24.26GiB<\/td><\/tr><tr><td>llama.cpp\uff1aMoE\u3092\u5168GPU\u914d\u7f6e<\/td><td>19.11GiB<\/td><\/tr><tr><td>llama.cpp\uff1aMoE\u5148\u982d12\u5c64\u3092CPU\u5074\u306b\u914d\u7f6e<\/td><td>32.55GiB<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">llama.cpp\u3067\u4e00\u90e8\u3092CPU\u5074\u306b\u79fb\u3059\u3068\u7a7a\u304d\u306f\u5897\u3048\u307e\u3059\u304c\u3001\u77ed\u6587\u306e\u751f\u6210\u901f\u5ea6\u306f<strong>15.21TPS<\/strong>\u307e\u3067\u4f4e\u4e0b\u3057\u307e\u3057\u305f\u3002\u5168GPU\u914d\u7f6e\u3067\u306f24.89TPS\u3060\u3063\u305f\u306e\u3067\u3001\u30e1\u30e2\u30ea\u306e\u4f59\u88d5\u3068\u901f\u3055\u3092\u4ea4\u63db\u3057\u3066\u3044\u308b\u5f62\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057\u3001\u4e0a\u306e\u7a7a\u304d\u5bb9\u91cf\u306f\u30db\u30b9\u30c8\u5168\u4f53\u306e\u5024\u3002\u4e21\u30a8\u30f3\u30b8\u30f3\u3067\u30b3\u30f3\u30c6\u30ca\u306e\u30e1\u30e2\u30ea\u4e0a\u9650\u3082\u7570\u306a\u308b\u305f\u3081\u3001<strong>\u30a8\u30f3\u30b8\u30f3\u5358\u4f53\u306eVRAM\u4f7f\u7528\u91cf\u30e9\u30f3\u30ad\u30f3\u30b0\u3067\u306f\u3042\u308a\u307e\u305b\u3093<\/strong>\u3002\u3053\u306e\u6570\u5b57\u3092\u305d\u306e\u307e\u307e\u5225\u306eSpark\u3078\u5f53\u3066\u306f\u3081\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u306e\u624b\u8efd\u3055\u306fllama.cpp\u3002Strata\u306f\u307e\u3060\u300c\u8a66\u3059\u697d\u3057\u3055\u300d\u304c\u3042\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0e\u5165\u306e\u30cf\u30fc\u30c9\u30eb\u3082\u3001\u5b9f\u969b\u306b\u89e6\u308b\u3068\u5dee\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">llama.cpp\u306fGGUF\u30e2\u30c7\u30eb\u3092\u76f4\u63a5\u6307\u5b9a\u3057\u3066\u8d77\u52d5\u3002\u4e00\u65b9\u3001\u4eca\u56de\u306eStrata\u306f<strong>Arm64\u5bfe\u5fdc\u30d5\u30a9\u30fc\u30af\u306e\u30d3\u30eb\u30c9\u3001\u5c02\u7528\u5f62\u5f0f\u3078\u306e\u5909\u63db\u3001MTP\u91cd\u307f\u306e\u53d6\u5f97\u30fb\u5909\u63db\u3001\u30d3\u30eb\u30c9\u6642\u306e\u30ea\u30f3\u30af\u8abf\u6574<\/strong>\u304c\u5fc5\u8981\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3057\u304b\u3082\u3001\u5148\u306b\u8a66\u3057\u305f\u5225\u306eIQ3\u91cf\u5b50\u5316\u30d5\u30a1\u30a4\u30eb\u306f\u3001Strata\u5074\u304c\u57cb\u3081\u8fbc\u307f\u91cd\u307f\u306e\u5f62\u5f0f\u306b\u5bfe\u5fdc\u3067\u304d\u305a\u8d77\u52d5\u5931\u6557\u3002\u300cIQ3\u306a\u3089\u5c0f\u3055\u304f\u3066\u52d5\u304f\u306f\u305a\u300d\u3068\u306f\u9650\u3089\u306a\u3044\u3093\u3067\u3059\u3002\u6700\u7d42\u7684\u306b\u4eca\u56de\u306e<strong>UD-IQ4_XS\u3067\u306f\u4e21\u30a8\u30f3\u30b8\u30f3\u306e\u52d5\u4f5c\u3092\u78ba\u8a8d<\/strong>\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Strata\u306f\u3001\u91cd\u307f\u3092\u3069\u3053\u306b\u7f6e\u304f\u304b\u3092\u5de5\u592b\u3057\u305f\u308a\u3001MTP\u3092\u8a66\u3057\u305f\u308a\u3059\u308b\u9762\u767d\u3055\u304c\u3042\u308a\u307e\u3059\u3002\u305f\u3060\u3001\u8ab0\u306b\u3067\u3082\u3059\u3050\u52e7\u3081\u3089\u308c\u308b\u7c21\u5358\u3055\u3068\u3044\u3046\u70b9\u3067\u306f\u3001\u4eca\u56de\u306e\u74b0\u5883\u3067\u306fllama.cpp\u306b\u8ecd\u914d\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u306a\u304a\u3001llama.cpp\u306b\u3082MTP\u306e\u5b9f\u88c5\u306f\u5b58\u5728\u3057\u307e\u3059\u3002<strong>\u4eca\u56de\u306e\u4e3b\u6bd4\u8f03\u3067MTP\u3092\u7121\u52b9\u306b\u3057\u305f\u3053\u3068\u3068\u3001\u300cllama.cpp\u306fMTP\u975e\u5bfe\u5fdc\u300d\u3068\u3044\u3046\u8a71\u306f\u5225<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3067\u306f\u3001\u3042\u306a\u305f\u306eDGX Spark\u306b\u306f\u3069\u3061\u3089\u304c\u5408\u3046\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1\u4eba\u3067\u30c1\u30e3\u30c3\u30c8\u3084\u30b3\u30fc\u30c9\u88dc\u52a9\u306b\u4f7f\u3046\u306a\u3089\u3001\u307e\u305allama.cpp\u3002<\/strong> \u521d\u52d5\u306e\u8efd\u3055\u306f\u7d20\u76f4\u306b\u9b45\u529b\u3067\u3059\u3002GGUF\u306e\u307e\u307e\u8a66\u305b\u308b\u306e\u3067\u3001\u8a2d\u5b9a\u3067\u60a9\u3080\u6642\u9593\u3082\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9577\u6587\u51e6\u7406\u306e\u751f\u6210\u901f\u5ea6\u3084MTP\u306e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306b\u8208\u5473\u304c\u3042\u308b\u306a\u3089\u3001Strata\u306f\u9762\u767d\u3044\u9078\u629e\u80a2\u3002<\/strong> \u4eca\u56de\u306e\u8cc7\u6599\u53c2\u7167\u3067\u306f\u78ba\u304b\u306b\u597d\u6210\u7e3e\u3067\u3057\u305f\u3002\u305f\u3060\u3057\u3001\u5165\u529b\u306e\u9577\u3055\u3084\u91cd\u307f\u914d\u7f6e\u3001MTP\u306e\u8a2d\u5b9a\u3067\u7d50\u679c\u306f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Open WebUI\u306a\u3069\u3092\u4ecb\u3057\u3066\u6570\u4eba\u3067\u5171\u6709\u3059\u308b\u306a\u3089\u3001\u4eca\u56de\u306e\u7d50\u679c\u3067\u306fllama.cpp\u3092\u57fa\u6e96\u306b\u691c\u8a3c\u3092\u59cb\u3081\u305f\u3044<\/strong>\u3068\u3053\u308d\u3067\u3059\u3002\u30ed\u30b0\u30a4\u30f3\u3067\u304d\u308b\u4eba\u6570\u3068\u3001\u540c\u6642\u306b\u63a8\u8ad6\u3057\u3066\u3044\u308b\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u306f\u9055\u3044\u307e\u3059\u3002\u60f3\u5b9a\u4eba\u6570\u3067\u306eTTFT\u3068\u5b8c\u4e86\u6642\u9593\u3001\u9577\u6587\u304c\u6df7\u3056\u3063\u305f\u3068\u304d\u306e\u6319\u52d5\u3092\u898b\u3066\u6c7a\u3081\u308b\u306e\u304c\u8fd1\u9053\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\u306b\u691c\u8a3c\u306e\u7bc4\u56f2\u3082\u660e\u8a18\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u4eca\u56de\u78ba\u8a8d\u3057\u305f\u5b9f\u5165\u529b\u306e\u6700\u5927\u306f5,222\u30c8\u30fc\u30af\u30f3\u3067\u3001<strong>32K\u30fb128K\u30fb256K\u306e\u9577\u6587\u5165\u529b\u3092\u57cb\u3081\u305f\u6027\u80fd\u306f\u672a\u6e2c\u5b9a<\/strong>\u300216\u4ef6\u30fb20\u4ef6\u540c\u6642\u3001\u9577\u6642\u9593\u9023\u7d9a\u7a3c\u50cd\u3001\u5b9f\u969b\u306eOpen WebUI\u753b\u9762\u304b\u3089\u306e\u64cd\u4f5c\u3082\u672a\u691c\u8a3c\u3067\u3059\u3002\u8cc7\u6599\u4e2d\u306e\u4e8b\u5b9f\u53c2\u7167\u3068\u77ed\u3044Python\u95a2\u6570\u306e\u30c1\u30a7\u30c3\u30af\u306f\u901a\u308a\u307e\u3057\u305f\u304c\u3001\u56de\u7b54\u306f\u51fa\u529b\u4e0a\u9650\u3067\u5207\u308c\u3066\u304a\u308a\u3001<strong>\u7dcf\u5408\u7684\u306a\u65e5\u672c\u8a9e\u54c1\u8cea\u307e\u3067\u5224\u5b9a\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093<\/strong>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081\uff1a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u300c\u6700\u9ad8TPS\u300d\u3060\u3051\u3067\u9078\u3076\u3068\u3001\u3082\u3063\u305f\u3044\u306a\u3044<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">DGX Spark\u306b\u5927\u304d\u306a\u30e2\u30c7\u30eb\u3092\u8f09\u305b\u3089\u308c\u308b\u3002\u305d\u308c\u3060\u3051\u3067\u3082\u30ef\u30af\u30ef\u30af\u3059\u308b\u6642\u4ee3\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3067\u3082\u3001\u5b9f\u969b\u306b\u4f7f\u3046\u3068\u304d\u306b\u5927\u4e8b\u306a\u306e\u306f\u3001\u6700\u9ad8\u901f\u5ea6\u306e\u6570\u5b57\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<strong>\u6700\u521d\u306e\u6587\u5b57\u304c\u3044\u3064\u51fa\u308b\u304b\u3002\u6700\u5f8c\u307e\u3067\u4f55\u79d2\u304b\u304b\u308b\u304b\u3002\u96a3\u3067\u8ab0\u304b\u304c\u9577\u3044\u8cc7\u6599\u3092\u8aad\u307e\u305b\u305f\u3068\u304d\u3001\u81ea\u5206\u306e\u30c1\u30e3\u30c3\u30c8\u306f\u3069\u3046\u306a\u308b\u304b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306e\u5b9f\u6e2c\u3067\u306f\u3001\u5358\u72ec\u306e\u8cc7\u6599\u53c2\u7167\u306fStrata\u304c\u597d\u6210\u7e3e\u30014\u301c8\u4ef6\u306e\u540c\u6642\u51e6\u7406\u306fllama.cpp\u304c\u512a\u52e2\u3067\u3057\u305f\u3002\u79c1\u306a\u3089\u3001\u307e\u305allama.cpp\u3067\u666e\u6bb5\u306e\u4f7f\u3044\u65b9\u3092\u6e2c\u308a\u3001\u305d\u3053\u304b\u3089Strata\u3067\u3069\u3053\u307e\u3067\u4f38\u3070\u305b\u308b\u304b\u8a66\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u300c\u30e2\u30c7\u30eb\u304c\u52d5\u3044\u305f\u300d\u306e\u6b21\u306f\u3001\u300c\u3069\u3046\u4f7f\u3048\u3070\u6c17\u6301\u3061\u3088\u304f\u52d5\u304f\u304b\u300d\u3002<\/strong> Spark\u306e\u9762\u767d\u3055\u306f\u3001\u3080\u3057\u308d\u3053\u3053\u304b\u3089\u3067\u3059\u306d\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u691c\u8a3c\u30e1\u30e2\uff1a<\/strong> 2026\u5e7410\u670812\u65e5\u3001DGX Spark\uff08GB10\uff091\u53f0\u3067\u5b9f\u6e2c\u3002IQ4\u306e\u8a66\u9a13\u30ea\u30af\u30a8\u30b9\u30c8\u306f\u8a08297\u4ef6\u304c\u30b9\u30c8\u30ea\u30fc\u30e0\u5b8c\u4e86\u3002\u8a18\u4e8b\u306eStrata\u5bfellama.cpp\u306e\u4e3b\u6bd4\u8f03\u306f\u540496\u4ef6\uff08\u5358\u72ec9\u4ef6\u3001\u4e00\u658945\u4ef6\u3001\u6642\u9593\u5dee36\u4ef6\u3001\u9577\u77ed\u6df7\u54086\u4ef6\uff09\u3002\u30b9\u30c8\u30ea\u30fc\u30e0\u5b8c\u4e86\u306f\u56de\u7b54\u5168\u6587\u306e\u54c1\u8cea\u5408\u683c\u3092\u610f\u5473\u3057\u307e\u305b\u3093\u3002\u6e2c\u5b9a\u6642\u306eStrata\u306fArm64\u30d5\u30a9\u30fc\u30af<code>52470278377b<\/code>\uff08\u5b9f\u884c\u66420.1.39\uff09\u3001llama.cpp\u306f<code>a9d27ac693ff<\/code>\u3002\u6bd4\u8f03\u5024\u306f\u54043\u56de\u307e\u305f\u306f3\u30e9\u30a6\u30f3\u30c9\u306e\u4e2d\u592e\u5024\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u53c2\u8003\u30ea\u30f3\u30af\uff1a<\/strong> <a href=\"https:\/\/www.nvidia.com\/en-us\/products\/workstations\/dgx-spark\/\">NVIDIA DGX Spark\u516c\u5f0f<\/a> \uff0f <a href=\"https:\/\/huggingface.co\/Qwen\/Qwen3.8-Flash-Next\">Qwen3.8-Flash-Next\u516c\u5f0f\u30e2\u30c7\u30eb\u30ab\u30fc\u30c9<\/a> \uff0f <a href=\"https:\/\/huggingface.co\/unsloth\/Qwen3.8-Flash-Next-GGUF\">Unsloth GGUF<\/a> \uff0f <a href=\"https:\/\/github.com\/Niko1221\/Strata\">Strata\u672c\u5bb6<\/a> \uff0f <a href=\"https:\/\/github.com\/shi3z\/Strata-DGX-Spark\">DGX Spark\u5411\u3051Strata\u30d5\u30a9\u30fc\u30af<\/a> \uff0f <a href=\"https:\/\/github.com\/ggml-org\/llama.cpp\">llama.cpp<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u300cStrata\u306f\u901f\u3044\u3089\u3057\u3044\u3002\u3067\u3082\u3001\u4f7f\u3044\u6163\u308c\u305fllama.cpp\u304b\u3089\u4e57\u308a\u63db\u3048\u308b\u307b\u3069\u306a\u3093\uff1f\u300d \u30ed\u30fc\u30ab\u30ebLLM\u3092\u89e6\u3063\u3066\u3044\u308b\u3068\u3001\u3053\u3046\u3044\u3046\u8a71\u306f\u6c17\u306b\u306a\u308a\u307e\u3059\u3088\u306d\u3002 \u3069\u3046\u3082\u3001\u30d9\u30a2\u4e09\u90ce\u3067\u3059\u3002 \u4eca\u56de\u306fNVIDIA DGX Spark\u306b\u3001\u7d04 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":49891,"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":[360,297],"tags":[],"class_list":["post-49889","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-360","category-297"],"_links":{"self":[{"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=\/wp\/v2\/posts\/49889","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=49889"}],"version-history":[{"count":10,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=\/wp\/v2\/posts\/49889\/revisions"}],"predecessor-version":[{"id":49938,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=\/wp\/v2\/posts\/49889\/revisions\/49938"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=\/wp\/v2\/media\/49891"}],"wp:attachment":[{"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=49889"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=49889"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/music.bear-blog.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=49889"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}