{"id":8296,"date":"2025-10-05T21:36:26","date_gmt":"2025-10-05T21:36:26","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=8296"},"modified":"2025-10-05T21:36:26","modified_gmt":"2025-10-05T21:36:26","slug":"ai%e7%89%b9%e9%9c%80%e3%81%ab%e5%af%be%e5%bf%9c-%e5%ae%89%e4%be%a1%e3%81%aagpu%e3%81%ae%e5%8f%af%e8%83%bd%e6%80%a7-1-va-linux-%e3%82%a8%e3%83%b3%e3%82%b8%e3%83%8b%e3%82%a2%e3%83%96%e3%83%ad","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/8296\/","title":{"rendered":"AI\u7279\u9700\u306b\u5bfe\u5fdc: \u5b89\u4fa1\u306aGPU\u306e\u53ef\u80fd\u6027 (1) &#8211; VA Linux \u30a8\u30f3\u30b8\u30cb\u30a2\u30d6\u30ed\u30b0"},"content":{"rendered":"\n<\/p>\n<div>\n<p>\u57f7\u7b46\u8005\uff1a\u4f50\u85e4\u53cb\u662d<\/p>\n<hr\/>\n<h2 id=\"\u5b89\u304f\u3066\u983c\u308c\u308b\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u304c\u6b32\u3057\u3044\">\u5b89\u304f\u3066\u983c\u308c\u308b\u30ed\u30fc\u30ab\u30ebLLM\u74b0\u5883\u304c\u6b32\u3057\u3044<\/h2>\n<p>\u6628\u5e74\u306e\u590f\u306b GeForce RTX 4070 Ti SUPER JetStream OC (16GB) \u3092\u8cb7\u3063\u3066 RAG \u3092\u69cb\u7bc9\u3057\u3066\u304b\u3089\u3068\u3044\u3046\u3082\u306e\u3001\u4f7f\u308f\u306a\u3044\u65e5\u306f\u306a\u3044\u3050\u3089\u3044\u91cd\u5b9d\u3057\u3066\u3044\u308b\u3002\u3082\u3063\u3068\u5927\u304d\u306a\u30e2\u30c7\u30eb\u304c\u52d5\u304b\u305b\u308b\u30ed\u30fc\u30ab\u30eb LLM \u74b0\u5883\u304c\u6b32\u3057\u304f\u306a\u308b\u306e\u304c\u4eba\u60c5\u3067\u3042\u308b\u3002<br \/>\n\u3068\u306f\u3044\u3048\u9ad8\u3044\u3002\u3068\u306b\u304b\u304f\u9ad8\u3044\u3002AI \u7279\u9700\u3067\u751f\u7523\u30e9\u30a4\u30f3\u3092\u30b7\u30d5\u30c8\u3057\u3066\u3044\u308b\u306e\u304b\u4f55\u3060\u304b\u77e5\u3089\u306a\u3044\u304c\u3001\u4e00\u822c\u5411\u3051\u306e\u30d1\u30fc\u30c4\u304c GPU \u4ee5\u5916\u3082\u5168\u90e8\u9ad8\u3044\u3002 \u7d0d\u671f\u3082\u9577\u3044\u3002<br \/>\n\u3053\u3046\u306a\u308b\u3068\u5b89\u3055\u3068\u65e9\u3055\u304c\u6b63\u7fa9\u3067\u3042\u308b\u3002<\/p>\n<p>\u3068\u3044\u3046\u308f\u3051\u3067\u3001\u5b89\u304f\u3066\u983c\u308c\u308b\u30ed\u30fc\u30ab\u30eb LLM \u74b0\u5883\u3092\u5b9f\u73fe\u3057\u305f\u3044\u3002<br \/>\n\u65b9\u91dd\u3068\u3057\u3066\u306f\u3001\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u512a\u308c\u305f\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u5411\u3051\u306e GPU \u3092 Linux PC \u306b\u523a\u3057\u3066\u3001\u3053\u308c\u3092\u675f\u306b\u3057\u3066 LM \u5206\u6563\u5b9f\u884c\u3059\u308b\u300c\u30b9\u30b1\u30fc\u30eb\u30a2\u30a6\u30c8\u30b7\u30ca\u30ea\u30aa\u300d\u3067\u3042\u308b\u3002<\/p>\n<p>\u4f1a\u793e\u306b\u4ee5\u524d\u30d6\u30ed\u30b0\u3067\u7d39\u4ecb\u3057\u305f Falcon 4205 \u3068\u3044\u3046 PCIe \u30dc\u30c3\u30af\u30b9\u304c\u3042\u308a\u3001\u4e2d\u306b NVIDIA RTX A4000 ada (20GB) \u3068\u3044\u3046 GPU \u3092\uff14\u53f0\u5165\u308c\u3066 DELL \u306e\u30b5\u30fc\u30d0\u306b\u7e4b\u3044\u3067\u4f7f\u3063\u3066\u3044\u308b\u3002GPU 4\u53f0\u306e\u300c\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u30b7\u30ca\u30ea\u30aa\u300d\u3067\u3042\u308b\u3002<br \/>\nGPU\u30e1\u30e2\u30ea\u304c\u5408\u8a08 80GB \u3042\u308b\u3068\u3001<a target=\"_blank\" href=\"https:\/\/ollama.com\">ollama<\/a>  \u3067 gpt-oss:120b \u304c\u52d5\u304f\u3002<\/p>\n<p>\u3053\u306e GPU \u306e\u30e1\u30e2\u30ea 1GB \u3042\u305f\u308a\u4fa1\u683c\u306f\u6211\u304c\u5bb6\u306e 4070 (16GB) \u3068\u540c\u3058\u304f\u3089\u3044\u3060\u3063\u305f\u3068\u601d\u3046\u3002<br \/>\nRTX PRO 6000 (96GB) \u304c\uff11\u53f0\u3067 \u00a5160\u4e07 \u3050\u3089\u3044\u3059\u308b\u3089\u3057\u3044\u304c\u3001Falcon 4205 \u3068 A4000 ada (20GB)\uff14\u53f0\u3092\u5408\u308f\u305b\u305f\u4fa1\u683c\u3088\u308a\u306f\u5b89\u304f\u30e1\u30e2\u30ea\u5bb9\u91cf\u3067\u306f 16GB \u4e0a\u56de\u308b\u3002\u6700\u521d\u304b\u3089 96GB \u5fc5\u8981\u3068\u308f\u304b\u3063\u3066\u3044\u308b\u306a\u3089 PRO 6000 (96GB) \u306e\u65b9\u3092\u8cb7\u3046\u3079\u304d\u306a\u306e\u3060\u308d\u3046\u304c\u3001\u30e1\u30e2\u30ea\u5bb9\u91cf\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u3068\u3044\u3046\u306e\u306f\u8aac\u660e\u304c\u96e3\u3057\u3044\u3002\u5358\u7d14\u306b LM \u306e\u30b5\u30a4\u30ba\u304c\uff12\u500d\u306b\u306a\u308b\u3068\u751f\u7523\u6027\u3082\uff12\u500d\u306b\u306a\u308b\u3068\u3044\u3046\u611f\u3058\u3067\u3082\u306a\u3044\u3002<br \/>\n\u52b9\u679c\u3092\u898b\u3064\u3064\u5f8c\u304b\u3089\u8db3\u3057\u3066\u3044\u304f\u30b9\u30bf\u30a4\u30eb\u3067\u3082\u30c8\u30fc\u30bf\u30eb\u30b3\u30b9\u30c8\u3067\u640d\u3092\u3057\u306a\u3044\u3067\u6e08\u3081\u3070\u3042\u308a\u304c\u305f\u3044\u3002\u521d\u671f\u6295\u8cc7\u306f\u5c0f\u3055\u3044\u307b\u3069\u59cb\u3081\u3084\u3059\u3044\u3002<\/p>\n<p>\u3055\u3066\u3001\u3068\u306b\u304b\u304f\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u5411\u3051 GPU \u3092 Linux PC \uff14\u53f0\u306b\u523a\u3057\u3066 ConnectX-5 \u3067\u7e4b\u3050\u3002<br \/>\nConnectX-5 \u3082\u666e\u901a\u306b\u8cb7\u3046\u3068\u9ad8\u3044\u306e\u3060\u304c\u3001eBay \u3067\u5b89\u3044\u3082\u306e\u3092\u8cb7\u3044\u96c6\u3081\u308b\u3002\u6700\u65b0\u304b\u3089 2,3 \u4e16\u4ee3\u578b\u843d\u3061\u3067\u3042\u308b\u304c\u3001100Gbps \u3082\u5e2f\u57df\u6027\u80fd\u304c\u3042\u308c\u3070\u3088\u304b\u308d\u3046\u3002<br \/>\n\u305d\u3082\u305d\u3082\u3001PC \u306a\u306e\u3067 PCIe \u30ec\u30fc\u30f3\u6570\u304c\u9650\u3089\u308c\u3066\u304a\u308a\u3001GPU \u3068 ConnectX-5 \u306e\u4e21\u65b9\u3092\u30d5\u30eb\u30b9\u30d4\u30fc\u30c9\u3067\u52d5\u304b\u3059\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u3002NVIDA GPU \u306e\u5834\u5408\u3001GPU \u3068 ConnectX-5 \u306e\u9593\u3067\u76f4\u63a5\u30c7\u30fc\u30bf\u3092\u3084\u308a\u53d6\u308a\u3059\u308b GPUDirect RDMA \u3068\u3044\u3046\u6a5f\u80fd\u304c\u3042\u308b\u304c\u3001\u3053\u308c\u304c\u52d5\u4f5c\u3059\u308b\u30de\u30b6\u30fc\u30dc\u30fc\u30c9\u306f\u9650\u3089\u308c\u308b\u3002\u624b\u6301\u3061\u306e 4 \u53f0\u306e PC \u306e\u4e2d\u3067\u306f\uff11\u53f0\u3057\u304b\u52d5\u4f5c\u3057\u306a\u3044\u3002\u306a\u306e\u3067\u3001\u30b5\u30fc\u30d0\u30fc\/\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u7528\u306e\u9ad8\u3044\u30de\u30b6\u30fc\u30dc\u30fc\u30c9\u3067\u306a\u3051\u308c\u3070 100Gbps \u306e\u5e2f\u57df\u6027\u80fd\u3067\u3082\u4f7f\u3044\u304d\u308c\u306a\u3044\u3002<br \/>\n\u305d\u3046\u8003\u3048\u308b\u3068 DGX Spark \u306f\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u3068\u3066\u3082\u512a\u308c\u3066\u3044\u308b\u3068\u601d\u3046\u3002\u3061\u306a\u307f\u306b\u3001\u672c\u7a3f\u57f7\u7b46\u6642\u70b9\uff089\u6708\uff09\u3067 DGX Spark \u306f\u307e\u3060\u5e02\u5834\u306b\u6d41\u901a\u3057\u3066\u3044\u306a\u3044\u3002<br \/>\n\u306a\u3093\u3068\u306a\u304f\u3001\u4e00\u4eba\u3067\u4f7f\u3046\u306e\u306a\u3089\u3070 M4 Max \u3067\u30e1\u30e2\u30ea\u304c 128GB \u306e Mac \u3092\uff11\u53f0\u8cb7\u3046\u306e\u304c\u30c8\u30fc\u30bf\u30eb\u306e\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3067\u3082\u6700\u5f37\u306a\u4e88\u611f\u304c\u3059\u308b\u304c\u3001\u3084\u3063\u3071\u308a Linux \u3067 OSS \u3067\u5b9f\u73fe\u3057\u305f\u3044\u3082\u306e\u3067\u3042\u308b\u3002<\/p>\n<p>\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u3057\u3066\u306f\u3001\u500b\u4eba\u306b\u3088\u308b CLI \u3084 API \u3067\u306e AI \u63a8\u8ad6\u7528\u9014\u3068\u3059\u308b\u3002<br \/>\n\u30aa\u30d5\u30a3\u30b9\u306e\u5cf6\u306b Linux PC \u304c\u4e26\u3093\u3067\u3044\u308b\u3088\u3046\u306a\u72b6\u6cc1\u3067\u3001\u30b5\u30a4\u30ba\u306e\u5c0f\u3055\u3044 LM \u5b9f\u884c\u306f\u624b\u5143\u306e PC \u3060\u3051\u3067\u5358\u72ec\u5b9f\u884c\u3057\u3001\u30b5\u30a4\u30ba\u306e\u5927\u304d\u3044 LM \u5b9f\u884c\u306f\u5cf6\u306e PC \u3092\u4f55\u53f0\u304b\uff08\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\uff09\u52d5\u54e1\u3057\u3066\u5206\u6563\u5b9f\u884c\u3059\u308b\u3088\u3046\u306a\u30a4\u30e1\u30fc\u30b8\u3067\u3042\u308b\u3002\u3053\u3046\u3044\u3063\u305f\u7528\u9014\u306b\u3042\u308b\u3068\u4fbf\u5229\u306a\u5171\u6709 NVMe \u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30bb\u30c3\u30c8\u3067\u8003\u3048\u305f\u3044\u3002<br \/>\nAI \u5b66\u7fd2\u7528\u9014\u3084\u3001\u3088\u308a\u5927\u898f\u6a21\u306a AI \u63a8\u8ad6\u7528\u9014\u306b\u3064\u3044\u3066\u306f\u30d5\u30e9\u30c3\u30b7\u30e5\u30e1\u30e2\u30ea\u306e\u66f8\u304d\u63db\u3048\u56de\u6570\u5236\u9650\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u4eca\u56de\u306e\u30b9\u30b3\u30fc\u30d7\u304b\u3089\u306f\u5916\u3059\u3053\u3068\u3068\u3057\u3001CXL \u63a5\u7d9a\u306e\u5927\u5bb9\u91cf\u30e1\u30e2\u30ea\u5229\u7528\u4e8b\u4f8b\u3068\u3057\u3066\u5225\u9014\u691c\u8a0e\u3057\u305f\u3044\u3002<\/p>\n<h2 id=\"\uff11\u30ce\u30fc\u30c9\u3067\u306eLM\u5b9f\u884c\u6642\u306e\u50be\u5411\">\uff11\u30ce\u30fc\u30c9\u3067\u306eLM\u5b9f\u884c\u6642\u306e\u50be\u5411<\/h2>\n<p>ollama \u306f M1 \u4ee5\u964d\u306e Mac \u3067\u3082 Linux PC \u3067\u3082\u52d5\u4f5c\u3059\u308b\u3002\u672c\u7a3f\u57f7\u7b46\u6642\u70b9\u3067 ollama \u306f MLX \u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u6027\u80fd\u4e0a\u306f Linux PC \u306e\u65b9\u304c\u6709\u5229\u306a\u72b6\u6cc1\u3067\u3042\u308b\u3002Mac \u3067\u3082 Linux PC \u3067\u3082\uff11\u30ce\u30fc\u30c9\u3067\u306e LM \u5b9f\u884c\u6642\u306e\u50be\u5411\u3068\u3057\u3066\u306f\u4ee5\u4e0b\u304c\u898b\u3089\u308c\u308b\u3002<\/p>\n<ul>\n<li>\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u3068\u300c\u5e73\u5747\u30c8\u30fc\u30af\u30f3\/\u79d2\u300d\u306f\u6e1b\u5c11\u3057\u3001\u300c\u5e73\u5747\u521d\u56de\u30c8\u30fc\u30af\u30f3\uff08\u79d2\uff09\u300d\u306f\u5897\u52a0\u3059\u308b\u3002<\/li>\n<li>\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u304c GPU \u306e VRAM \u5bb9\u91cf\uff08Mac \u3067\u306f\u30e6\u30cb\u30d5\u30a1\u30a4\u30c9\u30e1\u30e2\u30ea\u5bb9\u91cf &#8211; 4GB \u7a0b\u5ea6\uff09\u3092\u8d85\u3048\u308b\u3068\u6975\u7aef\u306b\u300c\u5e73\u5747\u521d\u56de\u30c8\u30fc\u30af\u30f3\uff08\u79d2\uff09\u300d\u304c\u5897\u52a0\u3057\u3001\u300c\u5e73\u5747\u30c8\u30fc\u30af\u30f3\/\u79d2\u300d\u306f\u6e1b\u5c11\u3059\u308b\u3002<\/li>\n<\/ul>\n<p>\u5b9f\u969b\u306b\u8a66\u305b\u308b\u7bc4\u56f2\u3067\u8a66\u3057\u305f\u611f\u3058\u3067\u306f\u3001\u5c0f\u3055\u3044\u30b5\u30a4\u30ba\u306e\u30e2\u30c7\u30eb\u5b9f\u884c\u3067\u306f\u4e0a\u8ff0\u306e 4070 (16GB) \u306e Linux PC \u304c\u6700\u3082\u9ad8\u901f\u3067\u3001\u3064\u3044\u3067 M4 Max (128GB)\u3001A4000 ada (20GB) \u3001A2 (16GB)\u3001M1 (16\/8GB) \u3068\u306a\u3063\u305f\u3002\u5927\u304d\u3044\u30b5\u30a4\u30ba\u306e\u30e2\u30c7\u30eb\u5b9f\u884c\u3067\u306f M4 Max (128GB) \u304c\u6700\u3082\u9ad8\u901f\u3067\u3001\u3064\u3044\u3067A4000 ada (20GB) \u30014070 (16GB) \u3068\u306a\u3063\u305f\u3002\uff11\u5206\u4ee5\u5185\u306b\u30ed\u30fc\u30c9\u304c\u7d42\u308f\u3089\u306a\u304b\u3063\u305f A2 (16GB) \u3068 M1 (16\/8GB) \u306f\u7d50\u679c\u306a\u3057\u3068\u3057\u3066\u3044\u308b\u3002\u307e\u3068\u3081\u308b\u3068\u3001\uff11\u30ce\u30fc\u30c9\u3067\u306e LM \u5b9f\u884c\u306b\u306f VRAM \u5bb9\u91cf\u304c\u5927\u304d\u3044\u30de\u30b7\u30f3\u304c\u6709\u5229\u306a\u72b6\u6cc1\u3067\u3042\u308b\u3002<\/p>\n<h2 id=\"\uff12\u30ce\u30fc\u30c9\u3067\u306eLM\u5b9f\u884c\u6642\u306e\u50be\u5411\">\uff12\u30ce\u30fc\u30c9\u3067\u306eLM\u5b9f\u884c\u6642\u306e\u50be\u5411<\/h2>\n<p>M1 \u4ee5\u964d\u306e Mac \u304c\u4f55\u53f0\u304b\u3042\u308b\u5834\u5408\u3001\u305d\u308c\u3089\u3092 Thunderbolt 4 (40Gbps) \u30b1\u30fc\u30d6\u30eb\u3067\u30c7\u30a3\u30b8\u30fc\u30c1\u30a7\u30fc\u30f3\u63a5\u7d9a\u3059\u308b\u3068\u9014\u4e2d\u306e Mac \u304c\u30d6\u30ea\u30c3\u30b8\u306b\u306a\u3063\u3066\u76f8\u4e92\u306b\u901a\u4fe1\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3002\u3053\u306e\u72b6\u614b\u3067\u5404 Mac \u3067 <a target=\"_blank\" href=\"https:\/\/github.com\/exo-explore\/exo\">exo<\/a> \u3068\u3044\u3046 LM \u5b9f\u884c\u74b0\u5883\u3092\u52d5\u4f5c\u3055\u305b\u308b\u3068\uff11\u53f0\u306e Mac \u306b\u53ce\u307e\u3089\u306a\u3044\u30b5\u30a4\u30ba\u306e LM \u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\uff08exo \u306e\u5834\u5408\u3001ollama \u3068\u9055\u3063\u3066 VRAM \u5bb9\u91cf\u3092\u8d85\u3048\u308b\u30b5\u30a4\u30ba\u306e\u30e2\u30c7\u30eb\u5b9f\u884c\u306f\u30a8\u30e9\u30fc\u3068\u306a\u308b\uff09\u3002<br \/>\n\u305f\u3068\u3048\u3070\u30018GB \u30e1\u30e2\u30ea\u306e M1 Mac \uff11\u53f0\u3060\u3068 llama-3.1-8b \u30e2\u30c7\u30eb\u3084 llama-3.2-3b-bf16 \u30e2\u30c7\u30eb\u306f\u52d5\u4f5c\u3057\u306a\u304b\u3063\u305f\u304c\u30018GB \u30e1\u30e2\u30ea\u306e M1 Mac \uff12\u53f0\u3060\u3068\u52d5\u4f5c\u3057\u305f\u3002<br \/>\n8GB \u30e1\u30e2\u30ea\u306e M1 Mac \uff12\u53f0\u3067\u5b9f\u884c\u3057\u305f\u5834\u5408\u306e\u5e73\u5747\u30c8\u30fc\u30af\u30f3\/\u79d2\u306e\u5024\u306f 16GB \u30e1\u30e2\u30ea\u306e M1 Mac \uff11\u53f0\u3067\u5b9f\u884c\u3057\u305f\u5834\u5408\u306e\u534a\u5206\u7a0b\u5ea6\u3068\u3044\u3063\u305f\u611f\u3058\u3067\u3042\u308b\u3002\u52d5\u4f5c\u901f\u5ea6\u306f\u3055\u3066\u304a\u304d\u3001\uff11\u53f0\u3067\u306f\u52d5\u304b\u306a\u304b\u3063\u305f\u30e2\u30c7\u30eb\u304c\uff12\u53f0\u7e4b\u3050\u3068\u52d5\u304f\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u306b\u306f\u5341\u5206\u610f\u5473\u304c\u3042\u308b\u3088\u3046\u306b\u601d\u3046\u3002<br \/>\n\u672c\u7a3f\u57f7\u7b46\u6642\u70b9\u3067 exo \u306f Linux PC \u3067\u3082\u52d5\u4f5c\u3059\u308b\u304c\u3001Mac \u306b\u6bd4\u3079\u3066\u9078\u629e\u3067\u304d\u308b LM \u304c\u9650\u3089\u308c\u3066\u3044\u305f\u308a\u3001 ollama \u3068\u306f\u9055\u3063\u3066\u4e0a\u8ff0\u306e DELL \u30b5\u30fc\u30d0\u306e\u3088\u3046\u306b\u8907\u6570\u53f0\u306e GPU \u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u74b0\u5883\u3067\u3082\u3046\u3061\uff11\u53f0\u306e\u307f\u304c\u4f7f\u7528\u3055\u308c\u308b\u72b6\u6cc1\u3067\u3042\u308b\u3002<br \/>\nLinux \u4e0a\u3067\u306e LM \u5206\u6563\u5b9f\u884c\u3067\u306f <a target=\"_blank\" href=\"https:\/\/github.com\/vllm-project\/vllm\">vLLM<\/a> \u304c\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u3067\u3042\u308b\u3002\u672c\u7a3f\u3067\u306f Linux PC \u3067\u306e LM \u5206\u6563\u5b9f\u884c\u306b vLLM \u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u3059\u308b\u3002<\/p>\n<p>Linux PC \uff12\u30ce\u30fc\u30c9\u3067\u306e LM \u5b9f\u884c\u306e\u50be\u5411\u3068\u3057\u3066\u306f\u4ee5\u4e0b\u304c\u898b\u3089\u308c\u305f\u3002\u90fd\u5408\u306b\u3088\u308a\u30ce\u30fc\u30c9\u9593\u63a5\u7d9a\u306b ConnectX-5 (100Gbps)\u3067\u306f\u306a\u304f ConnectX-6 (25Gbps) \u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3002GPU\u306f A4000 ada (20GB)\u3067\u3042\u308b\u3002<\/p>\n<ul>\n<li>\uff11\u30ce\u30fc\u30c9\u306e VRAM \u306b\u4e57\u308a\u5207\u3089\u306a\u3044\u30b5\u30a4\u30ba\u306e\u30e2\u30c7\u30eb (Llama-2-13b-hf) \u306e\u5834\u5408\u3001\uff11\u30ce\u30fc\u30c9\u5b9f\u884c\u6642\u306b\u306f\u30a8\u30e9\u30fc\u3068\u306a\u308a\u3001\uff12\u30ce\u30fc\u30c9\u5b9f\u884c\u6642\u306b\u306f\u52d5\u4f5c\u3059\u308b\u3002<\/li>\n<li>\uff11\u30ce\u30fc\u30c9\u306e VRAM \u306b\u4e57\u308a\u5207\u308b\u30b5\u30a4\u30ba\u306e\u30e2\u30c7\u30eb (Llama-2-7b-hf)\u306e\u5834\u5408\u3001\u4f7f\u7528\u3059\u308b CPU \u306b\u3088\u3063\u3066\u306f\uff11\u30ce\u30fc\u30c9\u5b9f\u884c\u6642\u3088\u308a\u3082\uff12\u30ce\u30fc\u30c9\u5b9f\u884c\u6642\u306e\u65b9\u304c\u9ad8\u901f\u3002\u3059\u306a\u308f\u3061\u300114th Core i7 \u4f7f\u7528\u6642\u306f\u5e73\u5747\u30c8\u30fc\u30af\u30f3\u79d2\u304c\u5411\u4e0a\u3057\u3001\u5e73\u5747\u521d\u56de\u30c8\u30fc\u30af\u30f3\u6642\u9593(\u79d2)\u304c\u77ed\u7e2e\u3059\u308b\u30029th Core i9 \u4f7f\u7528\u6642\u306f\uff11\u30ce\u30fc\u30c9\u5b9f\u884c\u6642\u306e\u65b9\u304c\u9ad8\u901f\u3002<\/li>\n<li>\uff12\u30ce\u30fc\u30c9\u5b9f\u884c\u6642\u3001GbE \u63a5\u7d9a\u6642\u3088\u308a\u3082 ConnectX-6 (25Gbps) \u63a5\u7d9a\u6642\u306e\u65b9\u304c\u9ad8\u901f\u3002<\/li>\n<\/ul>\n<p>\u30ce\u30fc\u30c9\u9593\u63a5\u7d9a\u306b\u4f7f\u7528\u3057\u305f ConnectX-6 (25Gbps) \u306f Mac\/exo \u3067\u4f7f\u7528\u3057\u305f Thunderbold 4 (40Gbps) \u3088\u308a\u3082\u5e2f\u57df\u6027\u80fd\u304c\u4f4e\u3044\u306b\u3082\u95a2\u308f\u3089\u305a\u3001Mac\/exo \u306e\u6642\u3068\u306f\u9055\u3063\u3066\uff11\u30ce\u30fc\u30c9\u5b9f\u884c\u6642\u3088\u308a\u3082\uff12\u30ce\u30fc\u30c9\u5b9f\u884c\u6642\u306e\u65b9\u304c\u9ad8\u901f\u306b\u5b9f\u884c\u3067\u304d\u3066\u3044\u308b\u3002<\/p>\n<h2 id=\"\uff14\u30ce\u30fc\u30c9\u3067\u306eLM\u5b9f\u884c\u6642\u306e\u50be\u5411\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\">\uff14\u30ce\u30fc\u30c9\u3067\u306eLM\u5b9f\u884c\u6642\u306e\u50be\u5411\uff08\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\uff09<\/h2>\n<p>\u30b3\u30f3\u30b7\u30e5\u30fc\u30de\u5411\u3051 GPU \u3092\u8f09\u305b\u305f Linux PC \u3092 ConnectX-5 (100Gbps) \u3067\u7e4b\u3050\u3053\u3068\u3067\u3069\u3053\u307e\u3067\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5b9f\u73fe\u3067\u304d\u308b\u3082\u306e\u306a\u306e\u304b\u3002<br \/>\nConnectX-6 (25Gbps) \u3067\u306f\u306a\u304f ConnectX-5 (100Gbps) \u3092\u4f7f\u7528\u3057\u305f\u5834\u5408\u3001\u5e2f\u57df\u6027\u80fd\u304c\u9ad8\u3044\u5206\u3001\u3055\u3089\u306b\u9ad8\u901f\u5316\u304c\u671f\u5f85\u3067\u304d\u308b\u3068\u601d\u308f\u308c\u308b\u3002\u4e0a\u8ff0\u3057\u305f\u3088\u3046\u306b\u3001\u4e0a\u8a18\u306e\u74b0\u5883\u3067\u306f PC \u7528\u30de\u30b6\u30fc\u30dc\u30fc\u30c9\u306e\u5236\u7d04\u3067 ConnectX-6 (25Gbps) \u3084 ConnectX-5 (100Gpbs) \u306e PCIe \u30ec\u30fc\u30f3\u6570\u8981\u4ef6 (x8\/x16) \u3092\u6e80\u305f\u305b\u3066\u3044\u306a\u3044\u3060\u3051\u3067\u306a\u304f\u3001GPUDirect RDMA \u6a5f\u80fd\u3082\u4f7f\u7528\u3067\u304d\u3066\u3044\u306a\u3044\u3002\u30b5\u30fc\u30d0\u30fc\/\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u7528\u306e\u30de\u30b6\u30fc\u30dc\u30fc\u30c9\u3067\u3042\u308c\u3070\u3055\u3089\u306b\u9ad8\u5e2f\u57df\u3068\u9ad8\u52b9\u7387\u304c\u671f\u5f85\u3067\u304d\u308b\u304c\u3001\u4fa1\u683c\u3068\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3067\u3042\u308b\u3002\u672c\u7a3f\u3067\u306f\u300c\u5b89\u3055\u300d\u3092\u512a\u5148\u3057\u305f\u3044\u3002<\/p>\n<p>\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u3001\uff14\u30ce\u30fc\u30c9\u3067\u306e\u6e2c\u5b9a\u3092\u5b9f\u65bd\u3059\u308b\u4e88\u5b9a\u3067\u3042\u308b\u3002<br \/>\n\u6700\u8fd1\u306f AMD Radeon AI PRO R9700 (32GB) \u3084 Intel Arc Pro B60 (24GB) \u3068\u3044\u3063\u305f\u30011GB \u3042\u305f\u308a\u306e\u4fa1\u683c\u304c NVIDIA GPU \u306b\u6bd4\u3079\u3066\u683c\u6bb5\u306b\u5b89\u3044 GPU \u304c\u767b\u5834\u3057\u3066\u3044\u308b\u3002GPU \u5358\u4f53\u3067\u306e\u8cfc\u5165\u306f\u3067\u304d\u306a\u3044\u306e\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u6a5f\u4f1a\u304c\u3042\u308c\u3070\u662f\u975e\u3053\u308c\u3089\u3082\u8a66\u3057\u3066\u307f\u305f\u3044\u3002<\/p>\n<p>\u3053\u306e\u300c\u30b9\u30b1\u30fc\u30eb\u30a2\u30a6\u30c8\u30b7\u30ca\u30ea\u30aa\u300d\u306e\u6709\u52b9\u6027\u304c\u78ba\u8a8d\u3067\u304d\u308c\u3070\u3001GPU \u3084 GPU \u306e\u5e2f\u57df\u6027\u80fd\u3068\u30d0\u30e9\u30f3\u30b9\u3059\u308b ConnectX-? \u3092\u3001\u305d\u308c\u305e\u308c\u306e PCIe \u30ec\u30fc\u30f3\u6570\u8981\u4ef6\u3092\u6e80\u305f\u3059\u30b5\u30fc\u30d0\u30fc\/\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3\u7528\u306e\u30de\u30b6\u30fc\u30dc\u30fc\u30c9\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u8da3\u5473\u3067\u306f\u306a\u304f\u5b9f\u52d9\u306b\u4f7f\u7528\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u306e\u3082\u300c\u3042\u308a\u300d\u3060\u3068\u601d\u3046\u3002<\/p>\n<\/div>\n<p><script>(function(d, s, id) {\n  var js, fjs = d.getElementsByTagName(s)[0];\n  if (d.getElementById(id)) return;\n  js = d.createElement(s); js.id = id;\n  js.src = \"\/\/connect.facebook.net\/ja_JP\/sdk.js#xfbml=1&appId=719729204785177&version=v17.0\";\n  fjs.parentNode.insertBefore(js, fjs);\n}(document, 'script', 'facebook-jssdk'));<\/script><br \/>\n<br \/>\n<br \/><a href=\"https:\/\/www.valinux.co.jp\/blog\/entry\/20251003\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b 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