{"id":90027,"date":"2026-08-04T15:56:41","date_gmt":"2026-08-04T07:56:41","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/90027.html"},"modified":"2026-08-04T15:56:41","modified_gmt":"2026-08-04T07:56:41","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%ef%bc%88%e5%90%88%e9%9b%86%ef%bc%89%e8%ae%ad%e7%bb%83%e6%9c%8d%e5%8a%a1%e5%99%a8%e4%b8%8e%e5%b9%b3%e5%8f%b0%e9%80%89%e5%9e%8b%e6%94%bb%e7%95%a5","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/90027.html","title":{"rendered":"\u5927\u6a21\u578b\uff08\u5408\u96c6\uff09\u8bad\u7ec3\u670d\u52a1\u5668\u4e0e\u5e73\u53f0\u9009\u578b\u653b\u7565"},"content":{"rendered":"

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  • \n

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  • \n

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      \n
    • \n

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    • \n

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    • \n

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    • \n

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        \n
      • \n

        GPU（\u6838\u5fc3）：\u4f18\u5148\u9009\u62e9\u663e\u5b58\u226548G\u7684\u4e13\u4e1a\u5361\u6216\u9ad8\u6027\u80fd\u6d88\u8d39\u7ea7\u5361，\u642d\u914d\u5177\u4f53\u6a21\u578b\u8bad\u7ec3\u5b9e\u4f8b\u53ca\u9002\u914d\u5e73\u53f0： – \u8bad\u7ec3Llama 3 8B\u5168\u53c2\u6570\u5fae\u8c03：\u5355\u5361NVIDIA A800 80G\u5373\u53ef\u6ee1\u8db3，\u65e0\u9700\u591a\u5361\u534f\u540c，\u8bad\u7ec3\u5468\u671f\u7ea63-5\u5929（\u6570\u636e\u96c650\u4e07\u6761），\u9002\u914d\u667a\u661f\u4e91（\u4ef7\u683c\u900f\u660e\u3001\u65e0\u9690\u6027\u8d39\u7528，\u6309\u5c0f\u65f6\u4ed8\u8d39\u7075\u6d3b），\u9002\u5408\u4e2a\u4eba\u79d1\u7814\u548c\u8bfe\u9898\u7ec4\u77ed\u671f\u8bad\u7ec3；\u82e5\u8ffd\u6c42\u7a33\u5b9a\u6027，\u53ef\u9009\u62e9\u963f\u91cc\u4e91AI\u7b97\u529b\u5e73\u53f0\u7684\u57fa\u7840\u7248\u3002 – \u8bad\u7ec3Qwen 14B\u5168\u53c2\u6570\u5fae\u8c03：\u63a8\u83502\u00d7RTX 4090 24G（\u53cc\u5361\u534f\u540c，\u9700\u652f\u6301NVLink\u9ad8\u901f\u4e92\u8054），\u6216\u5355\u5361A100 80G，\u8bad\u7ec3\u5468\u671f\u7ea65-7\u5929（\u6570\u636e\u96c680\u4e07\u6761），\u9002\u914d\u817e\u8baf\u4e91TI-ONE（\u5185\u7f6eTI-ACC\u52a0\u901f\u6280\u672f，\u63d0\u5347\u8bad\u7ec3\u6548\u7387，\u5355\u4f4d\u7b97\u529b\u6210\u672c\u6700\u4f18），\u4e5f\u53ef\u9009\u62e9\u667a\u8c31AI\u914d\u5957\u7b97\u529b\u5e73\u53f0，\u9002\u914d\u4e2d\u6587\u6a21\u578b\u5fae\u8c03\u3002 – \u63a8\u8350\u578b\u53f7：NVIDIA A800 80G\u30012\u00d7RTX 4090 24G\u3001NVIDIA A100 40G（\u4e13\u4e1a\u7ea7\u7a33\u5b9a\u6027，\u9002\u5408\u957f\u671f\u8bad\u7ec3）\u3002 – \u6ce8\u610f：\u5355\u5361\u663e\u5b58＜48G\u65f6，\u9700\u4f9d\u8d56QLoRA\u7b49\u7701\u663e\u5b58\u6280\u672f（\u5982\u7528RTX 4090 24G\u5355\u5361\u8bad\u7ec3ChatGLM4 9B），\u4f1a\u727a\u727230%\u5de6\u53f3\u8bad\u7ec3\u6548\u7387，\u4ec5\u9002\u5408\u8f7b\u91cf\u5316\u5fae\u8c03，\u9002\u914d\u667a\u661f\u4e91（\u5361\u578b\u9f50\u5168，\u652f\u6301\u7701\u663e\u5b58\u6280\u672f\u4f18\u5316）\u3002<\/p>\n<\/li>\n

      • \n

        \u663e\u5b58\u4e0e\u4e92\u8054：\u5355\u5361\u663e\u5b58\u226548G（\u5168\u53c2\u6570\u5fae\u8c03\u521a\u9700），\u53cc\u5361\u53ca\u4ee5\u4e0a\u5fc5\u987b\u652f\u6301NVLink\u9ad8\u901f\u4e92\u8054（\u5fae\u79d2\u7ea7\u5ef6\u8fdf，\u786e\u4fdd\u591a\u5361\u534f\u540c\u6548\u7387，\u65e0NVLink\u7684\u591a\u5361\u6548\u7387\u4ec5\u4e3a\u5355\u5361\u76841.2-1.5\u500d，\u4f8b\u59822\u00d7RTX 4090\u65e0NVLink\u65f6，\u8bad\u7ec3Qwen 14B\u7684\u6548\u7387\u4ec5\u6bd4\u5355\u5361\u63d0\u534720%），\u9002\u914d\u7684\u4e91\u5e73\u53f0\u9700\u652f\u6301NVLink\u9ad8\u901f\u4e92\u8054，\u5982\u667a\u661f\u4e91\u4e13\u4e1a\u7248\u3001\u817e\u8baf\u4e91TI-ONE，\u907f\u514d\u9009\u62e9\u65e0\u9ad8\u901f\u4e92\u8054\u7684\u5ec9\u4ef7\u5e73\u53f0\u3002<\/p>\n<\/li>\n

      • \n

        CPU：32\u6838\u53ca\u4ee5\u4e0a，\u63a8\u8350Intel Xeon Platinum 8470C\u6216AMD EPYC 7543，\u6838\u5fc3\u4f5c\u7528\u662f\u6570\u636e\u9884\u5904\u7406\u3001\u6a21\u578b\u8c03\u5ea6，\u65e0\u9700\u76f2\u76ee\u5806\u6838，\u91cd\u70b9\u5173\u6ce8PCIe 4.0\/5.0\u901a\u9053，\u786e\u4fddGPU\u4e0e\u5185\u5b58\u7684\u6570\u636e\u4f20\u8f93\u6548\u7387，\u907f\u514d\u6210\u4e3aQwen 14B\u7b49\u6a21\u578b\u7684\u8bad\u7ec3\u74f6\u9888，\u4e3b\u6d41\u4e91\u5e73\u53f0（\u667a\u661f\u4e91\u3001\u817e\u8baf\u4e91\u3001\u963f\u91cc\u4e91）\u5747\u80fd\u63d0\u4f9b\u6b64\u7c7bCPU\u914d\u7f6e，\u53ef\u6309\u9700\u9009\u62e9\u3002<\/p>\n<\/li>\n

      • \n

        \u5185\u5b58：\u2265128G，\u5efa\u8bae\u4e3aGPU\u663e\u5b58\u603b\u548c\u76841.5-2\u500d（\u5982\u5355\u5361A800 80G\u663e\u5b58，\u5185\u5b58\u5efa\u8bae128G-160G；2\u00d7RTX 4090 24G，\u5185\u5b58\u5efa\u8bae96G-128G），\u786e\u4fddLlama 3 8B\u3001ChatGLM4 9B\u7b49\u6a21\u578b\u7684\u53c2\u6570\u548c\u6570\u636e\u96c6\u9ad8\u6548\u52a0\u8f7d，\u907f\u514d\u5185\u5b58\u4e0d\u8db3\u5bfc\u81f4\u5361\u987f\u6216\u8bad\u7ec3\u4e2d\u65ad，\u963f\u91cc\u4e91\u3001\u817e\u8baf\u4e91\u7b49\u5e73\u53f0\u5747\u652f\u6301\u5185\u5b58\u7075\u6d3b\u6269\u5c55，\u53ef\u6839\u636e\u6a21\u578b\u9700\u6c42\u8c03\u6574\u3002<\/p>\n<\/li>\n

      • \n

        \u5b58\u50a8：2TB\u53ca\u4ee5\u4e0aNVMe SSD，\u4e3e\u4f8b\u8bf4\u660e\u5b58\u50a8\u9700\u6c42：Qwen 14B\u6a21\u578b\u6743\u91cd\u7ea628GB，\u5168\u53c2\u6570\u5fae\u8c03\u4e2d\u95f4\u6587\u4ef6\u7ea6120GB；Llama 3 8B\u6a21\u578b\u6743\u91cd\u7ea616GB，\u4e2d\u95f4\u6587\u4ef6\u7ea680GB，\u642d\u914d100\u4e07\u6761\u6570\u636e\u96c6（\u7ea650GB），\u9700\u9ad8\u901f\u5b58\u50a8\u4fdd\u969c\u6570\u636e\u52a0\u8f7d\u6548\u7387，\u907f\u514d\u4f7f\u7528SATA SSD\u6216\u673a\u68b0\u786c\u76d8（\u4f1a\u5bfc\u81f4\u6570\u636e\u52a0\u8f7d\u901f\u5ea6\u4e0b\u964d50%\u4ee5\u4e0a），\u667a\u661f\u4e91\u3001\u817e\u8baf\u4e91TI-ONE\u5747\u63d0\u4f9b\u9ad8\u901fNVMe SSD\u5b58\u50a8，\u53ef\u6309\u9700\u6269\u5bb9，\u4e14\u65e0\u5b58\u50a8\u8d85\u91cf\u9690\u6027\u8d39\u7528\u3002<\/p>\n<\/li>\n<\/ul>\n

        \u53ef\u9009\u4f18\u5316\u914d\u7f6e<\/h4>\n

        \u82e5\u9884\u7b97\u5145\u8db3，\u8bad\u7ec3Qwen 14B\u3001ERNIE 3.0 Titan 10B\u7b4913B\u7ea7\u6a21\u578b\u65f6，\u53ef\u5347\u7ea7\u4e3a4\u00d7RTX 4090\u62161\u00d7A100 80G，\u8bad\u7ec3\u901f\u5ea6\u63d0\u534760%\u4ee5\u4e0a；\u5b58\u50a8\u53ef\u6269\u5c55\u4e3a4TB NVMe SSD，\u9002\u914d\u66f4\u5927\u89c4\u6a21\u6570\u636e\u96c6（\u5982200\u4e07\u6761）；\u6dfb\u52a0\u4e13\u4e1a\u6563\u70ed\u6a21\u5757，\u907f\u514dGPU\u957f\u65f6\u95f4\u9ad8\u8d1f\u8f7d\u8fd0\u884c\u5bfc\u81f4\u964d\u9891（\u5c24\u5176\u53cc\u5361RTX 4090\u8bad\u7ec3\u65f6，\u6563\u70ed\u4e0d\u8db3\u4f1a\u5bfc\u81f4\u964d\u989120%），\u6b64\u65f6\u53ef\u9009\u62e9\u817e\u8baf\u4e91TI-ONE\u7684\u9ad8\u7aef\u7b97\u529b\u8282\u70b9，\u6216\u963f\u91cc\u4e91AI\u7b97\u529b\u5e73\u53f0\u7684\u5b9a\u5236\u5316\u914d\u7f6e，\u517c\u987e\u6027\u80fd\u4e0e\u8fd0\u7ef4\u4fbf\u6377\u6027\u3002<\/p>\n

        （\u4e8c）\u4e2d\u5927\u89c4\u6a21\u53c2\u6570\u5927\u6a21\u578b（70B，\u4e3b\u6d41\u4f01\u4e1a\/\u79d1\u7814\u573a\u666f）<\/h3>\n

        \u5178\u578b\u6a21\u578b\u53ca\u8bad\u7ec3\u573a\u666f<\/h4>\n

        \u6b64\u7c7b\u6a21\u578b\u53c2\u6570\u96c6\u4e2d\u5728700\u4ebf\u5de6\u53f3，\u8bad\u7ec3\u573a\u666f\u4ee5\u5168\u53c2\u6570\u5fae\u8c03\u3001\u8f7b\u91cf\u5316\u9884\u8bad\u7ec3\u4e3a\u4e3b，\u9002\u5408\u4f01\u4e1a\u7ea7\u5927\u6a21\u578b\u7814\u53d1\u3001\u9ad8\u6821\u91cd\u70b9\u79d1\u7814\u9879\u76ee，\u9700\u591a\u5361\u96c6\u7fa4\u534f\u540c，\u5178\u578b\u6a21\u578b\u5305\u62ec：<\/p>\n

          \n
        • \n

          Meta Llama 3 70B（700\u4ebf\u53c2\u6570）：\u5f00\u6e90\u5927\u6a21\u578b\u4e2d\u7684\u6807\u6746，\u9002\u5408\u5bf9\u8bdd\u751f\u6210\u3001\u591a\u6a21\u6001\u878d\u5408\u7b49\u4efb\u52a1\u7684\u5168\u53c2\u6570\u5fae\u8c03，\u6570\u636e\u96c6\u89c4\u6a21\u5efa\u8bae100\u4e07-500\u4e07\u6761，\u9700\u591a\u5361\u96c6\u7fa4\u652f\u6301，\u9002\u914d\u7a33\u5b9a\u6027\u5f3a\u3001\u652f\u6301\u591a\u5361\u9ad8\u901f\u4e92\u8054\u7684\u4e91\u5e73\u53f0\u6216\u79c1\u6709\u96c6\u7fa4\u3002<\/p>\n<\/li>\n

        • \n

          \u963f\u91cc\u901a\u4e49\u5343\u95ee Qwen 72B（720\u4ebf\u53c2\u6570）：\u4e2d\u6587\u5927\u6a21\u578b\u6807\u6746，\u652f\u6301\u957f\u6587\u672c\u751f\u6210\u3001\u884c\u4e1a\u5b9a\u5236\u5316\u5fae\u8c03，\u9002\u5408\u4f01\u4e1a\u7ea7\u884c\u4e1a\u5927\u6a21\u578b\u7814\u53d1（\u5982\u91d1\u878d\u3001\u533b\u7597\u9886\u57df），\u5bf9\u6570\u636e\u5b89\u5168\u6709\u4e00\u5b9a\u8981\u6c42，\u53ef\u9009\u62e9\u6df7\u5408\u4e91\u5e73\u53f0\u6216\u79c1\u6709\u96c6\u7fa4，\u4e5f\u53ef\u9009\u62e9\u963f\u91cc\u4e91\u3001\u817e\u8baf\u4e91\u7684\u4f01\u4e1a\u7ea7\u7b97\u529b\u8282\u70b9\u3002<\/p>\n<\/li>\n

        • \n

          \u667a\u8c31AI ChatGLM4 70B（700\u4ebf\u53c2\u6570）：\u591a\u6a21\u6001\u80fd\u529b\u7a81\u51fa，\u652f\u6301\u6587\u672c\u3001\u56fe\u7247\u3001\u8bed\u97f3\u591a\u6a21\u6001\u8bad\u7ec3，\u9002\u5408\u9ad8\u6821\u91cd\u70b9\u79d1\u7814\u9879\u76ee\u548c\u4f01\u4e1a\u7ea7\u591a\u6a21\u6001\u5927\u6a21\u578b\u7814\u53d1，\u9002\u914d\u652f\u6301\u591a\u6a21\u6001\u8bad\u7ec3\u7684\u4e13\u4e1a\u7b97\u529b\u5e73\u53f0，\u5982\u667a\u661f\u4e91\u4e13\u4e1a\u7248\u3001\u817e\u8baf\u4e91TI-ONE\u3002<\/p>\n<\/li>\n<\/ul>\n

          \u521a\u9700\u914d\u7f6e（\u6838\u5fc3\u5fc5\u6ee1\u8db3，\u9002\u914d\u6240\u6709\u4e0a\u8ff0\u6a21\u578b）<\/h4>\n
            \n
          • \n

            GPU（\u6838\u5fc3）：\u5fc5\u987b\u9009\u62e9\u4e13\u4e1a\u7ea7GPU\u96c6\u7fa4，\u642d\u914d\u5177\u4f53\u6a21\u578b\u8bad\u7ec3\u5b9e\u4f8b\u53ca\u9002\u914d\u5e73\u53f0： – \u8bad\u7ec3Llama 3 70B\u5168\u53c2\u6570\u5fae\u8c03：\u63a8\u83504\u00d7A100 80G\u96c6\u7fa4（\u8282\u70b9\u65704\u5361），\u53ef\u5b9e\u73b0\u9ad8\u6548\u5e76\u884c\u8bad\u7ec3，\u8bad\u7ec3\u5468\u671f\u7ea610-15\u5929（\u6570\u636e\u96c6300\u4e07\u6761），\u9002\u914d\u963f\u91cc\u4e91AI\u7b97\u529b\u5e73\u53f0（\u652f\u630110\u4e07GPU\u5361\u4e92\u8054，\u7a33\u5b9a\u6027\u5f3a，\u9002\u5408\u77ed\u671f\u7206\u53d1\u5f0f\u8bad\u7ec3），\u82e5\u957f\u671f\u8bad\u7ec3，\u53ef\u9009\u62e9\u667a\u661f\u4e91\u5305\u6708\u5957\u9910（\u4ef7\u683c\u4f18\u60e0，\u65e0\u9690\u6027\u8d39\u7528），\u517670B\u5927\u6a21\u578b\u63a8\u7406\u65f6\u5ef6\u22640.68ms，\u652f\u6301INT4\/INT8\u91cf\u5316，\u5355\u7528\u6237\u541e\u5410\u91cf\u8f83\u963f\u91cc\u4e91\u63d0\u534747%，\u65e0\u8d85\u552e\u95ee\u9898\u3002 – \u8bad\u7ec3Qwen 72B\u5168\u53c2\u6570\u5fae\u8c03：\u63a8\u83504\u00d7H100 80G\u96c6\u7fa4，\u62168\u00d7A800 80G\u96c6\u7fa4，\u8bad\u7ec3\u5468\u671f\u7ea68-12\u5929（\u6570\u636e\u96c6400\u4e07\u6761），\u4f18\u5148\u9009\u62e9\u652f\u6301NVIDIA Spectrum-X\u7f51\u7edc\u67b6\u6784\u7684\u914d\u7f6e，\u63d0\u5347\u96c6\u7fa4\u901a\u4fe1\u6548\u7387，\u9002\u914d\u817e\u8baf\u4e91TI-ONE（\u5343\u5361\u96c6\u7fa4\u6545\u969c\u7387\u4f4e\u81f30.16%，\u5355\u4f4d\u7b97\u529b\u6210\u672c\u6700\u4f18，\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\u6210\u672c\u53ef\u4f4e\u81f32.3\u4e07\u5143），\u4f01\u4e1a\u7ea7\u7528\u6237\u53ef\u9009\u62e9\u963f\u91cc\u4e91\u7684\u5b9a\u5236\u5316\u96c6\u7fa4\u670d\u52a1\u3002 – \u63a8\u8350\u578b\u53f7：NVIDIA A100 80G\u3001H100 80G\/94G\u3001A800 80G，\u8282\u70b9\u6570\u22654\u5361（\u5355\u5361\u65e0\u6cd5\u6ee1\u8db370B\u6a21\u578b\u5168\u53c2\u6570\u5fae\u8c03，\u5355\u5361A800 80G\u4ec5\u80fd\u652f\u6301QLoRA\u8f7b\u91cf\u5316\u5fae\u8c03）\u3002<\/p>\n<\/li>\n

          • \n

            \u663e\u5b58\u4e0e\u4e92\u8054：\u5355\u5361\u663e\u5b58\u226580G，\u96c6\u7fa4\u9700\u652f\u6301InfiniBand\u6216NVIDIA Spectrum-X\u9ad8\u901f\u4e92\u8054（\u786e\u4fdd\u591a\u5361\u3001\u591a\u8282\u70b9\u534f\u540c\u6548\u7387，8\u5361\u96c6\u7fa4\u8bad\u7ec3ChatGLM4 70B\u65f6，AllReduce\u901a\u4fe1\u6548\u7387\u9700\u8fbe90%\u4ee5\u4e0a，\u907f\u514d\u7f51\u7edc\u6210\u4e3a\u74f6\u9888），\u8fd9\u662f\u4e2d\u5927\u89c4\u6a21\u8bad\u7ec3\u7684\u6838\u5fc3\u524d\u63d0，\u9002\u914d\u7684\u5e73\u53f0\u5305\u62ec\u963f\u91cc\u4e91\u3001\u817e\u8baf\u4e91TI-ONE\u3001\u667a\u661f\u4e91\u4e13\u4e1a\u7248，\u5747\u652f\u6301\u9ad8\u901f\u4e92\u8054，\u4e14\u80fd\u4fdd\u969c\u96c6\u7fa4\u7a33\u5b9a\u6027\u3002<\/p>\n<\/li>\n

          • \n

            CPU：64\u6838\u53ca\u4ee5\u4e0a，\u4f18\u5148\u9009\u62e9Intel Xeon Platinum 8490H\u6216AMD EPYC 9654（\u652f\u6301PCIe 5.0），\u786e\u4fdd\u591a\u5361\u8c03\u5ea6\u548c\u5927\u89c4\u6a21\u6570\u636e\u9884\u5904\u7406\u7684\u6548\u7387，\u907f\u514dCPU\u6210\u4e3aLlama 3 70B\u3001Qwen 72B\u7b49\u6a21\u578b\u7684\u8bad\u7ec3\u74f6\u9888，\u4e3b\u6d41\u4f01\u4e1a\u7ea7\u4e91\u5e73\u53f0（\u963f\u91cc\u4e91\u3001\u817e\u8baf\u4e91\u3001\u534e\u4e3a\u4e91）\u5747\u80fd\u63d0\u4f9b\u6b64\u7c7b\u9ad8\u7aefCPU\u914d\u7f6e，\u79c1\u6709\u96c6\u7fa4\u53ef\u6309\u9700\u91c7\u8d2d\u5bf9\u5e94\u578b\u53f7\u3002<\/p>\n<\/li>\n

          • \n

            \u5185\u5b58：\u2265256G，\u5efa\u8bae\u4e3aGPU\u663e\u5b58\u603b\u548c\u76841.5\u500d（\u59824\u5361A100 80G\u663e\u5b58，\u5185\u5b58\u5efa\u8bae480G-512G；4\u5361H100 80G\u663e\u5b58，\u5185\u5b58\u5efa\u8bae512G-640G），\u652f\u6301ECC\u7ea0\u9519，\u786e\u4fdd\u8bad\u7ec3\u8fc7\u7a0b\u7a33\u5b9a，\u907f\u514d\u5185\u5b58\u9519\u8bef\u5bfc\u81f4Llama 3 70B\u7b49\u6a21\u578b\u8bad\u7ec3\u4e2d\u65ad（\u6b64\u7c7b\u6a21\u578b\u8bad\u7ec3\u4e2d\u65ad\u4e00\u6b21，\u53ef\u80fd\u635f\u5931\u6570\u5929\u8fdb\u5ea6），\u963f\u91cc\u4e91\u3001\u817e\u8baf\u4e91\u7684\u4f01\u4e1a\u7ea7\u8282\u70b9\u5747\u652f\u6301\u5185\u5b58\u6269\u5bb9，\u79c1\u6709\u96c6\u7fa4\u53ef\u914d\u7f6e\u5206\u5e03\u5f0f\u5185\u5b58\u67b6\u6784\u3002<\/p>\n<\/li>\n

          • \n

            \u5b58\u50a8：4TB\u53ca\u4ee5\u4e0aNVMe SSD（\u6216\u5206\u5e03\u5f0f\u5b58\u50a8），\u4e3e\u4f8b\u8bf4\u660e\u5b58\u50a8\u9700\u6c42：Qwen 72B\u6a21\u578b\u6743\u91cd\u7ea6144GB，\u5168\u53c2\u6570\u5fae\u8c03\u4e2d\u95f4\u6587\u4ef6\u7ea6600GB；Llama 3 70B\u6a21\u578b\u6743\u91cd\u7ea6140GB，\u4e2d\u95f4\u6587\u4ef6\u7ea6550GB，\u642d\u914d500\u4e07\u6761\u6570\u636e\u96c6（\u7ea6200GB），\u5206\u5e03\u5f0f\u5b58\u50a8\u53ef\u63d0\u5347\u6570\u636e\u8bfb\u5199\u548c\u5171\u4eab\u6548\u7387，\u9002\u5408\u591a\u8282\u70b9\u96c6\u7fa4\u8bad\u7ec3，\u9002\u914d\u963f\u91cc\u4e91OSS\u5206\u5e03\u5f0f\u5b58\u50a8\u3001\u817e\u8baf\u4e91\u5bf9\u8c61\u5b58\u50a8，\u79c1\u6709\u96c6\u7fa4\u53ef\u91c7\u7528\u5206\u5e03\u5f0f\u5b58\u50a8\u7cfb\u7edf，\u667a\u661f\u4e91\u4e5f\u63d0\u4f9b\u9ad8\u901f\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1，\u6ee1\u8db3\u5927\u89c4\u6a21\u6570\u636e\u5b58\u50a8\u9700\u6c42\u3002<\/p>\n<\/li>\n<\/ul>\n

            （\u4e09）\u9876\u7ea7\u53c2\u6570\u5927\u6a21\u578b（100B+，\u9876\u7ea7\u79d1\u7814\/\u4f01\u4e1a\u573a\u666f）<\/h3>\n

            \u5178\u578b\u6a21\u578b\u53ca\u8bad\u7ec3\u573a\u666f<\/h4>\n

            \u6b64\u7c7b\u6a21\u578b\u53c2\u6570\u57281000\u4ebf\u4ee5\u4e0a，\u8bad\u7ec3\u573a\u666f\u4ee5\u57fa\u7840\u6a21\u578b\u9884\u8bad\u7ec3\u3001\u591a\u6a21\u6001\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u4e3a\u4e3b，\u9002\u5408\u5927\u578b\u79d1\u7814\u673a\u6784\u3001\u5934\u90e8\u4f01\u4e1a，\u9700\u5927\u89c4\u6a21GPU\u96c6\u7fa4\u548c\u4e13\u4e1a\u8fd0\u7ef4\u56e2\u961f，\u5178\u578b\u6a21\u578b\u5305\u62ec：<\/p>\n

              \n
            • \n

              GPT-4（\u7ea61.76\u4e07\u4ebf\u53c2\u6570）：\u9876\u7ea7\u901a\u7528\u5927\u6a21\u578b，\u9884\u8bad\u7ec3\u9700\u6d77\u91cf\u7b97\u529b\u548c\u6570\u636e\u96c6，\u9002\u5408\u5934\u90e8\u4f01\u4e1a\u548c\u9876\u7ea7\u79d1\u7814\u673a\u6784\u7684\u57fa\u7840\u6a21\u578b\u7814\u53d1，\u9002\u914d\u9876\u7ea7\u79c1\u6709\u96c6\u7fa4\u6216\u6df7\u5408\u4e91\u5e73\u53f0，\u53ef\u642d\u914d\u963f\u91cc\u4e91\u3001\u817e\u8baf\u4e91\u7684\u9876\u7ea7\u7b97\u529b\u8282\u70b9\u3002<\/p>\n<\/li>\n

            • \n

              \u6587\u5fc3\u4e00\u8a00 ERNIE 4.0（\u7ea61.2\u4e07\u4ebf\u53c2\u6570）：\u4e2d\u6587\u9876\u7ea7\u5927\u6a21\u578b，\u652f\u6301\u591a\u6a21\u6001\u9884\u8bad\u7ec3，\u9002\u5408\u56fd\u5185\u5927\u578b\u79d1\u7814\u673a\u6784\u548c\u5934\u90e8\u4f01\u4e1a，\u82e5\u6709\u56fd\u4ea7\u5316\u9700\u6c42，\u53ef\u9002\u914d\u534e\u4e3a\u4e91ModelArts（\u5168\u6808\u56fd\u4ea7\u5316，\u6607\u817eAI\u7b97\u529b\u751f\u4ea7\u6548\u7387\u8fbe\u82f1\u4f1f\u8fbeH20\u76843\u500d），\u4e5f\u53ef\u9009\u62e9NVIDIA Vera Rubin NVL72\u79c1\u6709\u96c6\u7fa4\u3002<\/p>\n<\/li>\n

            • \n

              Meta Llama 3 Ultra（\u7ea61.4\u4e07\u4ebf\u53c2\u6570）：\u5f00\u6e90\u9876\u7ea7\u5927\u6a21\u578b，\u9884\u8bad\u7ec3\u9700\u5343\u5361\u7ea7GPU\u96c6\u7fa4，\u9002\u5408\u5927\u578b\u79d1\u7814\u673a\u6784\u7684\u57fa\u7840\u6a21\u578b\u653b\u5173，\u9002\u914d\u9876\u7ea7\u79c1\u6709\u96c6\u7fa4（\u5982NVIDIA Vera Rubin NVL72），\u6216\u6df7\u5408\u4e91\u5e73\u53f0（\u672c\u5730\u79c1\u6709\u96c6\u7fa4+\u963f\u91cc\u4e91\/\u817e\u8baf\u4e91\u9876\u7ea7\u7b97\u529b\u8282\u70b9）\u3002<\/p>\n<\/li>\n<\/ul>\n

              \u521a\u9700\u914d\u7f6e（\u6838\u5fc3\u5fc5\u6ee1\u8db3，\u9002\u914d\u6240\u6709\u4e0a\u8ff0\u6a21\u578b）<\/h4>\n
                \n
              • \n

                GPU（\u6838\u5fc3）：\u9876\u7ea7\u4e13\u4e1aGPU\u96c6\u7fa4，\u642d\u914d\u5177\u4f53\u6a21\u578b\u8bad\u7ec3\u5b9e\u4f8b\u53ca\u9002\u914d\u5e73\u53f0： – \u8bad\u7ec3Llama 3 Ultra（1.4\u4e07\u4ebf\u53c2\u6570）\u9884\u8bad\u7ec3：\u63a8\u83508\u00d7H100 94G\u96c6\u7fa4（\u6574\u673a\u67dc\u90e8\u7f72），\u652f\u6301NVLink-Network\u548cInfiniBand\u9ad8\u901f\u4e92\u8054，\u5355\u96c6\u7fa4GPU\u6570\u91cf\u53ef\u6269\u5c55\u81f3\u5343\u5361\u7ea7\u522b，\u9884\u8bad\u7ec3\u5468\u671f\u7ea63-6\u4e2a\u6708（\u6570\u636e\u96c6\u5343\u4e07\u7ea7），\u9002\u914dNVIDIA Vera Rubin NVL72\u79c1\u6709\u96c6\u7fa4（\u5b58\u7b97\u4e00\u4f53，\u56de\u672c\u5468\u671f\u53ef\u7f29\u77ed\u81f34\u4e2a\u6708\u4ee5\u5185），\u4e5f\u53ef\u9009\u62e9\u963f\u91cc\u4e91\u3001\u817e\u8baf\u4e91\u7684\u5343\u5361\u7ea7\u96c6\u7fa4\u670d\u52a1，\u642d\u914d\u4e13\u4e1a\u8fd0\u7ef4\u56e2\u961f\u3002 – \u8bad\u7ec3ERNIE 4.0（1.2\u4e07\u4ebf\u53c2\u6570）\u9884\u8bad\u7ec3：\u63a8\u83508\u00d7H800\u96c6\u7fa4，\u6216\u91c7\u7528NVIDIA Blackwell\u67b6\u6784GPU\u96c6\u7fa4，\u786e\u4fdd\u591a\u8282\u70b9\u3001\u591a\u5361\u534f\u540c\u9ad8\u6548，\u9884\u8bad\u7ec3\u5468\u671f\u7ea62-5\u4e2a\u6708，\u9002\u914d\u534e\u4e3a\u4e91ModelArts（\u56fd\u4ea7\u5316\u5408\u89c4，\u9002\u914d\u4e2d\u6587\u9876\u7ea7\u6a21\u578b），\u6216\u79c1\u6709\u96c6\u7fa4（\u5982NVIDIA Vera Rubin NVL72），\u5927\u578b\u79d1\u7814\u673a\u6784\u53ef\u9009\u62e9\u6df7\u5408\u4e91\u6a21\u5f0f，\u6838\u5fc3\u6570\u636e\u5728\u672c\u5730，\u5cf0\u503c\u7b97\u529b\u8c03\u7528\u963f\u91cc\u4e91\u9876\u7ea7\u8282\u70b9\u3002- \u63a8\u8350\u578b\u53f7：NVIDIA H100 94G\u3001H800\u3001Blackwell\u67b6\u6784GPU，\u8282\u70b9\u6570\u22658\u5361，\u6574\u673a\u67dc\u90e8\u7f72\u3002<\/p>\n<\/li>\n

              • \n

                \u663e\u5b58\u4e0e\u4e92\u8054：\u5355\u5361\u663e\u5b58\u226594G，\u96c6\u7fa4\u91c7\u7528InfiniBand HDR\/NDR\u9ad8\u901f\u4e92\u8054，\u7f51\u7edc\u5ef6\u8fdf\u22641\u5fae\u79d2，\u901a\u4fe1\u5e26\u5bbd\u2265200Gbps，\u786e\u4fdd\u5927\u89c4\u6a21\u5e76\u884c\u8bad\u7ec3\u7684\u7a33\u5b9a\u6027\u548c\u6548\u7387，\u907f\u514d\u7f51\u7edc\u6210\u4e3aGPT-4\u3001Llama 3 Ultra\u7b49\u9876\u7ea7\u6a21\u578b\u7684\u6838\u5fc3\u74f6\u9888，\u9002\u914d\u7684\u5e73\u53f0\u5305\u62ec\u963f\u91cc\u4e91\u9876\u7ea7\u7b97\u529b\u96c6\u7fa4\u3001\u817e\u8baf\u4e91\u5343\u5361\u7ea7\u8282\u70b9\u3001NVIDIA\u79c1\u6709\u96c6\u7fa4，\u5747\u80fd\u6ee1\u8db3\u9ad8\u901f\u4e92\u8054\u9700\u6c42\u3002<\/p>\n<\/li>\n

              • \n

                CPU：128\u6838\u53ca\u4ee5\u4e0a\u9ad8\u7aef\u670d\u52a1\u5668CPU，\u63a8\u8350Intel Xeon Max 9470\u6216AMD EPYC 9754，\u652f\u6301PCIe 5.0，\u642d\u914d\u9ad8\u5e26\u5bbd\u5185\u5b58，\u6ee1\u8db3\u5927\u89c4\u6a21\u6570\u636e\u9884\u5904\u7406\u3001\u6a21\u578b\u8c03\u5ea6\u548c\u96c6\u7fa4\u7ba1\u7406\u9700\u6c42，\u79c1\u6709\u96c6\u7fa4\u53ef\u6309\u9700\u91c7\u8d2d，\u963f\u91cc\u4e91\u3001\u817e\u8baf\u4e91\u7684\u9876\u7ea7\u8282\u70b9\u5747\u63d0\u4f9b\u6b64\u7c7bCPU\u914d\u7f6e，\u642d\u914d\u4e13\u4e1a\u8fd0\u7ef4\u670d\u52a1\u3002<\/p>\n<\/li>\n

              • \n

                \u5185\u5b58：\u2265512G，\u63a8\u83501TB，\u91c7\u7528\u5206\u5e03\u5f0f\u5185\u5b58\u67b6\u6784，\u786e\u4fddGPT-4\u3001ERNIE 4.0\u7b49\u9876\u7ea7\u6a21\u578b\u7684\u6d77\u91cf\u53c2\u6570（\u4e07\u4ebf\u7ea7）\u548c\u6570\u636e\u96c6（\u5343\u4e07\u7ea7）\u7684\u9ad8\u6548\u52a0\u8f7d\u4e0e\u8c03\u5ea6，\u652f\u6301\u5bb9\u9519\u673a\u5236，\u907f\u514d\u5355\u70b9\u6545\u969c\u5bfc\u81f4\u8bad\u7ec3\u4e2d\u65ad，\u79c1\u6709\u96c6\u7fa4\u9700\u914d\u7f6e\u5206\u5e03\u5f0f\u5185\u5b58，\u4e91\u5e73\u53f0\u53ef\u9009\u62e9\u5b9a\u5236\u5316\u5185\u5b58\u914d\u7f6e，\u786e\u4fdd\u8bad\u7ec3\u7a33\u5b9a\u3002<\/p>\n<\/li>\n

              • \n

                \u5b58\u50a8：\u5206\u5e03\u5f0f\u5b58\u50a8\u7cfb\u7edf，\u5bb9\u91cf\u226510TB，\u8bfb\u5199\u901f\u5ea6\u22651000MB\/s，\u652f\u6301\u6570\u636e\u5197\u4f59\u5907\u4efd\u548c\u9ad8\u901f\u5171\u4eab，\u9002\u914d\u5343\u4e07\u7ea7\u6570\u636e\u96c6（\u7ea61TB）\u548c\u8d85\u5927\u6a21\u578b\u4e2d\u95f4\u6587\u4ef6（\u7ea65TB）\u7684\u5b58\u50a8\u9700\u6c42，\u90e8\u5206\u573a\u666f\u53ef\u91c7\u7528NVIDIA Vera Rubin NVL72\u79c1\u6709\u96c6\u7fa4\u7684\u5b58\u7b97\u4e00\u4f53\u67b6\u6784，\u8fdb\u4e00\u6b65\u63d0\u5347ERNIE 4.0\u7b49\u6a21\u578b\u7684\u9884\u8bad\u7ec3\u6548\u7387，\u4e91\u5e73\u53f0\u53ef\u9009\u62e9\u963f\u91cc\u4e91OSS\u3001\u817e\u8baf\u4e91\u5bf9\u8c61\u5b58\u50a8\u7684\u4f01\u4e1a\u7ea7\u670d\u52a1，\u786e\u4fdd\u6570\u636e\u5b89\u5168\u4e0e\u9ad8\u901f\u8bfb\u5199\u3002<\/p>\n<\/li>\n<\/ul>\n

                \u4e8c\u3001\u5927\u6a21\u578b\u8bad\u7ec3\u9009\u578b\u907f\u5751\u6307\u5357（\u7ed3\u5408\u5177\u4f53\u6a21\u578b+\u5e73\u53f0\u63d0\u9192）<\/h2>\n
              • \n

                \u663e\u5b58\u907f\u5751：\u8fd9\u662f\u5927\u6a21\u578b\u8bad\u7ec3\u7684\u6838\u5fc3\u7ea2\u7ebf，\u7ed3\u5408\u5177\u4f53\u6a21\u578b\u4e3e\u4f8b：Llama 3 8B\u5168\u53c2\u6570\u5fae\u8c03\u81f3\u5c11\u970048G\u663e\u5b58，Qwen 72B\u81f3\u5c11\u970080G\u663e\u5b58，GPT-4\u9884\u8bad\u7ec3\u81f3\u5c11\u970094G\u663e\u5b58，\u6c38\u8fdc\u4e3a\u663e\u5b58\u7559\u51fa20%\u4f59\u91cf（\u7cfb\u7edf\u548c\u5176\u4ed6\u8fdb\u7a0b\u9700\u5360\u7528），\u907f\u514d\u9891\u7e41\u51fa\u73b0OOM（\u7206\u663e\u5b58）\u9519\u8bef，\u6d6a\u8d39\u8bad\u7ec3\u65f6\u95f4\u3002\u7c97\u7565\u4f30\u7b97\u516c\u5f0f\u53ef\u53c2\u8003：\u6a21\u578b\u53c2\u6570（\u5355\u4f4d：\u5341\u4ebf）\u00d74～6（\u5b57\u8282）=\u6240\u9700\u663e\u5b58\u6700\u4f4e\u4e0b\u9650（\u5355\u4f4d：GB），\u5fae\u8c03\u65f6\u9700\u5728\u6b64\u57fa\u7840\u4e0a\u7ffb\u500d（\u5982Llama 3 8B：8\u00d74=32GB，\u5fae\u8c03\u970064GB\u4ee5\u4e0a，\u63a8\u835080G\u663e\u5b58），\u540c\u65f6\u9009\u62e9\u5e73\u53f0\u65f6，\u9700\u786e\u8ba4\u5e73\u53f0GPU\u663e\u5b58\u771f\u5b9e\u53ef\u7528，\u907f\u5f00\u663e\u5b58\u865a\u6807\u3001\u8d85\u552e\u7684\u5e73\u53f0（\u5982\u90e8\u5206\u5ec9\u4ef7\u5c0f\u5e73\u53f0，\u667a\u661f\u4e91\u65e0\u8d85\u552e\u95ee\u9898，\u53ef\u4f18\u5148\u9009\u62e9）\u3002<\/p>\n<\/li>\n

              • \n

                \u4e92\u8054\u907f\u5751：\u591a\u5361\u8bad\u7ec3\u5fc5\u987b\u652f\u6301NVLink\/InfiniBand\u9ad8\u901f\u4e92\u8054，\u4f8b\u59822\u00d7RTX 4090\u8bad\u7ec3Qwen 14B\u65f6，\u65e0NVLink\u7684\u591a\u5361\u6548\u7387\u4ec5\u6bd4\u5355\u5361\u63d0\u534720%，\u7b49\u4e8e\u6d6a\u8d39\u591a\u5361\u6210\u672c；8\u5361\u96c6\u7fa4\u8bad\u7ec3Llama 3 70B\u65f6，AllReduce\u901a\u4fe1\u6548\u7387\u9700\u8fbe90%\u4ee5\u4e0a，\u907f\u514d\u7f51\u7edc\u6210\u4e3a\u74f6\u9888，\u9009\u62e9\u5e73\u53f0\u65f6，\u9700\u786e\u8ba4\u5e73\u53f0\u662f\u5426\u652f\u6301\u9ad8\u901f\u4e92\u8054（\u5982\u667a\u661f\u4e91\u4e13\u4e1a\u7248\u3001\u817e\u8baf\u4e91TI-ONE\u5747\u652f\u6301，\u90e8\u5206\u5ec9\u4ef7\u5e73\u53f0\u4e0d\u652f\u6301，\u9700\u907f\u5f00）\u3002<\/p>\n<\/li>\n

              • \n

                \u5e73\u53f0\u907f\u5751：\u907f\u5f00\u6709\u9690\u6027\u8d39\u7528\u7684\u5e73\u53f0（\u5982\u90e8\u5206\u516c\u6709\u4e91\u57fa\u7840\u4ef7\u4e0d\u542b\u8fd0\u7ef4\u3001\u5b58\u50a8\u3001\u5e26\u5bbd\u8d85\u91cf\u8d39），\u4f18\u5148\u9009\u62e9\u4ef7\u683c\u900f\u660e\u7684\u5e73\u53f0（\u5982\u667a\u661f\u4e91）；\u65b0\u624b\u8bad\u7ec3Llama 3 8B\u3001ChatGLM4 9B\u7b49\u4e2d\u5c0f\u6a21\u578b\u65f6，\u907f\u5f00\u9700\u8981\u624b\u52a8\u914d\u7f6e\u590d\u6742\u73af\u5883\u7684\u5e73\u53f0，\u9009\u62e9\u4e00\u952e\u90e8\u7f72\u73af\u5883\u7684\u5e73\u53f0（\u667a\u661f\u4e91\u3001\u817e\u8baf\u4e91TI-ONE），\u907f\u514d\u8017\u8d39\u5927\u91cf\u65f6\u95f4\u5728\u73af\u5883\u642d\u5efa\u4e0a；\u957f\u671f\u8bad\u7ec3Qwen 72B\u3001Llama 3 70B\u7b49\u6a21\u578b，\u4f18\u5148\u9009\u62e9\u6709\u957f\u671f\u6298\u6263\u3001\u8fd0\u7ef4\u670d\u52a1\u5b8c\u5584\u7684\u5e73\u53f0（\u667a\u661f\u4e91\u5305\u6708\u3001\u817e\u8baf\u4e91\u4f01\u4e1a\u7248），\u964d\u4f4e\u7efc\u5408\u6210\u672c\u3002\u540c\u65f6\u6ce8\u610f，\u4e0d\u8981\u7528\u6e38\u620f\u5361（\u5982RTX 4090）\u7684\u4e91\u670d\u52a1\u5668\u8bad\u7ec3Qwen 72B\u7b49\u4f01\u4e1a\u7ea7\u6a21\u578b，\u5176\u7f3a\u4e4f\u4e13\u4e1a\u7ea7\u529f\u80fd，\u4e91\u4e0a\u6027\u4ef7\u6bd4\u6781\u4f4e，\u4f18\u5148\u9009\u62e9\u4e13\u4e1a\u5361\u96c6\u7fa4\u5e73\u53f0\u3002<\/p>\n<\/li>\n

              • \n

                \u6210\u672c\u907f\u5751：\u77ed\u671f\u8bad\u7ec3Llama 3 8B\u7b49\u4e2d\u5c0f\u6a21\u578b（1-15\u5929）\u4f18\u5148\u9009\u6309\u5c0f\u65f6\u4ed8\u8d39，\u957f\u671f\u8bad\u7ec3Qwen 72B\u7b49\u4e2d\u5927\u89c4\u6a21\u6a21\u578b（1\u4e2a\u6708\u4ee5\u4e0a）\u4f18\u5148\u9009\u5305\u6708\/\u5305\u5e74，\u6bd4\u6309\u5c0f\u65f6\u4ed8\u8d39\u4fbf\u5b9c30%\u4ee5\u4e0a（\u5982\u667a\u661f\u4e91\u5305\u6708\u5957\u9910\u3001\u817e\u8baf\u4e91\u957f\u671f\u6298\u6263）；GPT-4\u3001Llama 3 Ultra\u7b49\u9876\u7ea7\u6a21\u578b\u9884\u8bad\u7ec3\u4f18\u5148\u79df\u4e91\u7b97\u529b（\u963f\u91cc\u4e91\u3001\u817e\u8baf\u4e91\u9876\u7ea7\u8282\u70b9），\u4e0d\u5efa\u8bae\u4e2a\u4eba\u81ea\u5efa\u96c6\u7fa4；\u672c\u5730\u90e8\u7f72\u9700\u6838\u7b97\u524d\u671f\u6295\u5165+\u8fd0\u7ef4\u6210\u672c，\u907f\u514d\u56e0\u786c\u4ef6\u8fed\u4ee3\u5feb\u5bfc\u81f4\u7684\u6c89\u6ca1\u6210\u672c\u3002\u53ef\u901a\u8fc7\u6a21\u578b\u8f7b\u91cf\u5316\u3001\u8fc1\u79fb\u5b66\u4e60\u7b49\u65b9\u5f0f（\u5982\u5c06Qwen 72B\u91cf\u5316\u4e3a4bit，\u663e\u5b58\u9700\u6c42\u964d\u4f4e75%），\u8fdb\u4e00\u6b65\u964d\u4f4e\u6210\u672c，\u90e8\u5206\u5e73\u53f0（\u5982\u817e\u8baf\u4e91TI-ONE）\u652f\u6301\u91cf\u5316\u52a0\u901f，\u53ef\u4f18\u5148\u9009\u62e9\u3002<\/p>\n<\/li>\n

              • \n

                \u8fd0\u7ef4\u907f\u5751：\u672c\u5730\u96c6\u7fa4\u8bad\u7ec3Llama 3 70B\u3001Qwen 72B\u7b49\u6a21\u578b\u65f6，\u9700\u505a\u597d\u6563\u70ed\u3001\u7535\u6e90\u4fdd\u969c，4090\u53cc\u8def\u97001600W+\u4f18\u8d28\u7535\u6e90，GPU\u957f\u65f6\u95f4\u9ad8\u8d1f\u8f7d\u8fd0\u884c\u9700\u4e13\u4e1a\u6563\u70ed\u6a21\u5757，\u907f\u514d\u964d\u9891；\u516c\u6709\u4e91\u5e73\u53f0\u8bad\u7ec3Llama 3 8B\u7b49\u6a21\u578b\u65f6，\u9700\u53ca\u65f6\u91ca\u653e\u95f2\u7f6e\u7b97\u529b，\u907f\u514d\u65e0\u6548\u8ba1\u8d39，\u667a\u661f\u4e91\u3001\u817e\u8baf\u4e91\u5747\u652f\u6301\u6309\u9700\u542f\u505c，\u53ef\u7075\u6d3b\u64cd\u4f5c；\u5b9a\u671f\u5907\u4efd\u6a21\u578b\u548c\u8bad\u7ec3\u6570\u636e（\u5c24\u5176GPT-4\u3001ERNIE 4.0\u7b49\u9876\u7ea7\u6a21\u578b，\u8bad\u7ec3\u5468\u671f\u957f，\u6570\u636e\u4e22\u5931\u635f\u5931\u6781\u5927），\u907f\u514d\u8bad\u7ec3\u4e2d\u65ad\u5bfc\u81f4\u6570\u636e\u4e22\u5931，\u963f\u91cc\u4e91\u3001\u817e\u8baf\u4e91\u5747\u63d0\u4f9b\u6570\u636e\u5907\u4efd\u670d\u52a1，\u53ef\u6309\u9700\u5f00\u542f\u3002<\/p>\n<\/li>\n

                \u4e94\u3001\u603b\u7ed3<\/h2>\n

                \u5927\u6a21\u578b\u8bad\u7ec3\u7684\u9009\u578b\u6838\u5fc3\u662f\u201c\u5177\u4f53\u6a21\u578b\u5339\u914d\u3001\u6210\u672c\u53ef\u63a7\u3001\u7a33\u5b9a\u9ad8\u6548\u201d，\u7ed3\u5408\u5404\u7c7b\u6a21\u578b\u7684\u6838\u5fc3\u9700\u6c42\u3001\u670d\u52a1\u5668\u914d\u7f6e\u53ca\u9002\u914d\u7b97\u529b\u5e73\u53f0，\u603b\u7ed3\u5982\u4e0b，\u8fdb\u4e00\u6b65\u5f3a\u5316\u914d\u7f6e\u4e0e\u5e73\u53f0\u7684\u9002\u914d\u903b\u8f91：<\/p>\n

                  \n
                • \n

                  \u4e2d\u5c0f\u53c2\u6570\u6a21\u578b（Llama 3 8B\u3001Qwen 14B\u3001ChatGLM4 9B）：\u4f18\u5148\u9009\u62e9\u5355\u5361A800 80G\u6216\u53cc\u5361RTX 4090，\u642d\u914d\u516c\u6709\u4e91\u5e73\u53f0（\u667a\u661f\u4e91\u3001\u817e\u8baf\u4e91TI-ONE），\u667a\u661f\u4e91\u9002\u5408\u6027\u4ef7\u6bd4\u9700\u6c42，\u817e\u8baf\u4e91TI-ONE\u9002\u5408\u6548\u7387\u4e0e\u534f\u540c\u9700\u6c42，\u517c\u987e\u6027\u4ef7\u6bd4\u548c\u4fbf\u6377\u6027，\u9002\u5408\u4e2a\u4eba\u79d1\u7814\u3001\u8bfe\u9898\u7ec4\u653b\u5173\u3002<\/p>\n<\/li>\n

                • \n

                  \u4e2d\u5927\u89c4\u6a21\u53c2\u6570\u6a21\u578b（Llama 3 70B\u3001Qwen 72B\u3001ChatGLM4 70B）：\u9009\u62e94\u5361\u53ca\u4ee5\u4e0aA100\/H100\u96c6\u7fa4，\u6309\u9700\u9009\u62e9\u516c\u6709\u4e91（\u963f\u91cc\u4e91\u3001\u817e\u8baf\u4e91TI-ONE\u3001\u667a\u661f\u4e91\u4e13\u4e1a\u7248）\u6216\u79c1\u6709\u96c6\u7fa4，\u963f\u91cc\u4e91\u9002\u5408\u77ed\u671f\u7a33\u5b9a\u8bad\u7ec3，\u817e\u8baf\u4e91\u9002\u5408\u4f01\u4e1a\u7ea7\u6210\u672c\u4f18\u5316，\u667a\u661f\u4e91\u9002\u5408\u957f\u671f\u9ad8\u6027\u4ef7\u6bd4\u8bad\u7ec3，\u9002\u5408\u4f01\u4e1a\u7ea7\u7814\u53d1\u3001\u9ad8\u6821\u91cd\u70b9\u79d1\u7814\u9879\u76ee\u3002<\/p>\n<\/li>\n

                • \n

                  \u9876\u7ea7\u53c2\u6570\u6a21\u578b（GPT-4\u3001ERNIE 4.0\u3001Llama 3 Ultra）：\u4f18\u5148\u9009\u62e9\u9876\u7ea7GPU\u96c6\u7fa4，\u9002\u5408\u5927\u578b\u79d1\u7814\u673a\u6784\u548c\u5934\u90e8\u4f01\u4e1a，\u53ef\u91c7\u7528\u79c1\u6709\u96c6\u7fa4（NVIDIA Vera Rubin NVL72）\u6216\u6df7\u5408\u4e91\u6a21\u5f0f（\u672c\u5730\u96c6\u7fa4+\u963f\u91cc\u4e91\/\u817e\u8baf\u4e91\u9876\u7ea7\u8282\u70b9），\u6709\u56fd\u4ea7\u5316\u9700\u6c42\u53ef\u9009\u62e9\u534e\u4e3a\u4e91ModelArts，\u9700\u4e13\u4e1a\u8fd0\u7ef4\u56e2\u961f\u652f\u6491\u3002<\/p>\n<\/li>\n<\/ul>\n

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