{"id":16604,"date":"2025-06-20T00:00:44","date_gmt":"2025-06-19T16:00:44","guid":{"rendered":"https:\/\/archsolution.com\/?p=16604"},"modified":"2025-04-09T17:58:59","modified_gmt":"2025-04-09T09:58:59","slug":"building-a-high-performance-gpu-server-for-large-language-models-llms-and-on-premises-ai-development","status":"publish","type":"post","link":"https:\/\/archsolution.com\/zh-hant\/building-a-high-performance-gpu-server-for-large-language-models-llms-and-on-premises-ai-development\/","title":{"rendered":"\u70ba\u5927\u578b\u8a9e\u8a00\u6a21\u578b \uff08LLM\uff09 \u548c\u672c\u5730 AI \u958b\u767c\u69cb\u5efa\u9ad8\u6027\u80fd GPU \u4f3a\u670d\u5668"},"content":{"rendered":"

\u4ecb\u7d39<\/strong><\/h2>\n

\u5728 Archsolution Limited\uff0c\u6211\u5011\u4e0d\u65b7\u7a81\u7834\u6280\u8853\u5275\u65b0\u7684\u754c\u9650\uff0c\u4ee5\u652f\u6301\u4f01\u696d\u5229\u7528\u4eba\u5de5\u667a\u6167\u7684\u529b\u91cf\u3002\u6211\u5011\u7684\u6700\u65b0\u8a08\u5283\u5305\u62ec\u8207\u6211\u5011\u7684\u59ca\u59b9\u516c\u53f8 Clear Data Science Limited \uff08CDS\uff09 \u5408\u4f5c\uff0c\u69cb\u5efa\u6700\u5148\u9032\u7684 GPU \u4f3a\u670d\u5668\uff0c\u5c08\u9580\u7528\u65bc\u5fae\u8abf\u5927\u578b\u8a9e\u8a00\u6a21\u578b \uff08LLM\uff09 \u4e26\u70ba\u4fdd\u96aa\u884c\u696d\u958b\u767c\u6578\u64da\u9a45\u52d5\u7684\u61c9\u7528\u7a0b\u5f0f\u3002<\/p>\n

\u9019\u4e00\u767c\u5c55\u4ee3\u8868\u4e86 AI \u57fa\u790e\u8a2d\u65bd\u5411\u524d\u9081\u51fa\u7684\u91cd\u8981\u4e00\u6b65\uff0c\u4f7f\u4f01\u696d\u80fd\u5920\u5728\u672c\u5730\u5229\u7528\u5148\u9032\u7684\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u3002\u901a\u904e\u63d0\u4f9b\u672c\u5730 AI \u74b0\u5883\uff0c\u6211\u5011\u70ba\u4f01\u696d\u63d0\u4f9b\u4e86\u57fa\u65bc\u96f2\u7aef\u7684 AI \u89e3\u6c7a\u65b9\u6848\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u78ba\u4fdd\u589e\u5f37\u7684\u5b89\u5168\u6027\u3001\u6210\u672c\u6548\u76ca\u548c\u5c0d\u5176\u6578\u64da\u7684\u5b8c\u5168\u63a7\u5236\u3002<\/p>\n

 <\/p>\n

 <\/p>\n

\"\"<\/strong><\/h2>\n

 <\/p>\n

 <\/p>\n

 <\/p>\n

GPU <\/strong>\u4f3a\u670d\u5668\u7248\u672c\uff1a\u9069\u7528\u65bc AI <\/strong>\u7684\u9ad8\u6027\u80fd\u786c\u9ad4<\/strong><\/h2>\n

\u69cb\u5efa AI \u5c31\u7dd2\u578b\u4f3a\u670d\u5668\u9700\u8981\u529f\u80fd\u5f37\u5927\u4e14\u53ef\u64f4\u5c55\u7684\u786c\u9ad4\uff0c\u80fd\u5920\u8655\u7406 LLM \u8a13\u7df4\u548c\u63a8\u7406\u7684\u5927\u91cf\u8a08\u7b97\u9700\u6c42\u3002\u6211\u5011\u7684\u5b9a\u88fd\u4f3a\u670d\u5668\u65e8\u5728\u652f\u63f4 CDS \u70ba\u4fdd\u96aa\u5ba2\u6236\u958b\u767c AI \u61c9\u7528\u7a0b\u5f0f\u3002\u6211\u5011\u4f3a\u670d\u5668\u7684\u4e3b\u8981\u898f\u683c\u5305\u62ec\uff1a<\/p>\n

    \n
  • \u8655\u7406\u5668\uff1a<\/strong> AMD EPYC\uff08\u4f01\u696d\u7d1a\u6027\u80fd\uff09<\/li>\n
  • \u8a18\u61b6\u9ad4\uff1a<\/strong> 512GB RAM\uff08\u78ba\u4fdd\u6d41\u66a2\u7684\u591a\u4efb\u52d9\u8655\u7406\u548c\u5927\u578b\u6578\u64da\u96c6\u8655\u7406\uff09<\/li>\n
  • \u5716\u5f62\u8655\u7406\u55ae\u5143 <\/strong>\uff08GPU<\/strong>\uff09\uff1a<\/strong>2 x NVIDIA RTX 3090\uff0c\u5e36 NVLINK \u6a4b\u63a5\u5668<\/li>\n<\/ul>\n

     <\/p>\n

    \u70ba\u4ec0\u9ebc\u9078\u64c7 AMD EPYC<\/strong>\uff1f<\/strong><\/h2>\n

    \u9078\u64c7 AMD EPYC<\/strong> \u8655\u7406\u5668\u662f\u56e0\u70ba\u5176\u9ad8\u5167\u6838\u6578\u3001\u51fa\u8272\u7684\u591a\u7dda\u7a0b\u80fd\u529b\u548c\u5353\u8d8a\u7684\u8a18\u61b6\u9ad4\u983b\u5bec\u3002\u9019\u4f7f\u5176\u6210\u70ba\u6df1\u5ea6\u5b78\u7fd2\u5de5\u4f5c\u8ca0\u8f09\u7684\u7406\u60f3\u9078\u64c7\uff0c\u53ef\u78ba\u4fdd\u5feb\u901f\u9ad8\u6548\u7684\u6a21\u578b\u8a13\u7df4\u3002<\/p>\n

    \u7528NVIDIA RTX 3090<\/strong>\u548cNVLINK<\/strong>\u9a45\u52d5AI<\/strong><\/p>\n

    \u4f3a\u670d\u5668\u6700\u95dc\u9375\u7684\u5143\u4ef6\u4e4b\u4e00\u662f\u901a\u904e<\/strong> NVLINK <\/strong>\u6a4b\u63a5\u9023\u63a5\u7684\u96d9 NVIDIA RTX 3090 GPU<\/strong>\u3002\u9019\u7a2e\u8a2d\u7f6e\u5141\u8a31\u589e\u52a0\u8a18\u61b6\u9ad4\u6c60\u548c\u6539\u9032 GPU \u5230 GPU \u7684\u901a\u4fe1\uff0c\u5f9e\u800c\u986f\u8457\u63d0\u9ad8 AI \u6027\u80fd\u3002\u4f7f\u7528 NVLINK <\/strong>\u7684\u597d\u8655\u5305\u62ec\uff1a<\/p>\n

      \n
    • \u8a18\u61b6\u9ad4\u6c60<\/strong>\uff1a\u901a\u904e\u7d44\u5408\u5169\u500b GPU \u7684\u8a18\u61b6\u9ad4\uff0c\u7cfb\u7d71\u53ef\u4ee5\u8655\u7406\u66f4\u5927\u7684\u6a21\u578b\u5927\u5c0f\uff0c\u800c\u4e0d\u6703\u51fa\u73fe\u8a18\u61b6\u9ad4\u4e0d\u8db3\u932f\u8aa4\u3002<\/li>\n
    • \u9ad8\u983b\u5bec<\/strong>\uff1aNVLINK \u5728 GPU \u4e4b\u9593\u63d0\u4f9b\u9ad8\u901f\u9023\u63a5\uff0c\u5f9e\u800c\u6e1b\u5c11\u901a\u4fe1\u5ef6\u9072\u3002<\/li>\n
    • \u6539\u9032\u7684\u4e26\u884c\u8655\u7406<\/strong>\uff1a\u5206\u6563\u5f0f\u8a13\u7df4\u548c\u63a8\u7406\u901f\u5ea6\u66f4\u5feb\uff0c\u5f9e\u800c\u53ef\u4ee5\u66f4\u597d\u5730\u512a\u5316\u6a21\u578b\u3002<\/li>\n<\/ul>\n

      \u501f\u52a9\u9019\u7a2e\u5f37\u5927\u7684\u786c\u9ad4\u8a2d\u7f6e\uff0cCDS \u53ef\u4ee5\u6709\u6548\u5730\u5fae\u8abf\u548c\u90e8\u7f72\u8907\u96dc\u7684 AI \u6a21\u578b\uff0c\u4f8b\u5982 LLAMA-3 \u548c DeepSeek\u3002<\/p>\n

      \u00a0<\/strong><\/p>\n

      \u70ba\u4fdd\u96aa\u884c\u696d\u5fae\u8abf LLAMA-3 <\/strong>\u548c DeepSeek<\/strong><\/h2>\n

      CDS \u5c08\u6ce8\u65bc\u4fdd\u96aa\u696d\u7684\u6578\u64da\u9a45\u52d5\u578b\u61c9\u7528\u7a0b\u5f0f\uff0c\u85c9\u52a9\u6211\u5011\u7684 GPU \u4f3a\u670d\u5668\uff0c\u4ed6\u5011\u5c07\u80fd\u5920\u5fae\u8abf<\/strong> LLAMA-3 <\/strong>\u548c DeepSeek <\/strong>\u7b49\u9ad8\u7d1a AI <\/strong>\u6a21\u578b<\/strong>\u3002\u9019\u4e9b\u578b\u865f\u65e8\u5728\u652f\u63f4\u5ee3\u6cdb\u7684\u61c9\u7528\uff0c\u5305\u62ec\uff1a<\/p>\n

        \n
      • \u81ea\u52d5\u7d22\u8ce0\u8655\u7406\uff1a<\/strong>AI \u9a45\u52d5\u7684\u81ea\u52d5\u5316\uff0c\u53ef\u6709\u6548\u5730\u8a55\u4f30\u548c\u8655\u7406\u4fdd\u96aa\u7d22\u8ce0\u3002<\/li>\n
      • \u6b3a\u8a50\u6aa2\u6e2c\uff1a<\/strong>\u4f7f\u7528\u9810\u6e2c\u5206\u6790\u5be6\u6642\u8b58\u5225\u6b3a\u8a50\u6027\u7d22\u8ce0\u3002<\/li>\n
      • \u5ba2\u6236\u652f\u63f4\u804a\u5929\u6a5f\u5668\u4eba\uff1a<\/strong>\u90e8\u7f72 AI \u9a45\u52d5\u7684\u865b\u64ec\u52a9\u624b\u4ee5\u589e\u5f37\u5ba2\u6236\u9ad4\u9a57\u3002<\/li>\n
      • \u98a8\u96aa\u8a55\u4f30\uff1a<\/strong>\u5229\u7528 AI \u6a21\u578b\u8a55\u4f30\u6295\u4fdd\u4eba\u7684\u98a8\u96aa\u72c0\u6cc1\u4e26\u512a\u5316\u627f\u4fdd\u3002<\/li>\n<\/ul>\n

        \u5fae\u8abf LLM \u9700\u8981\u5927\u91cf\u7684\u8a08\u7b97\u80fd\u529b\uff0c\u85c9\u52a9\u6211\u5011\u7684\u65b0 GPU \u4f3a\u670d\u5668\uff0cCDS \u53ef\u4ee5\u8655\u7406\u5927\u91cf\u6587\u672c\u6578\u64da\uff0c\u540c\u6642\u78ba\u4fdd\u6a21\u578b\u7684\u6e96\u78ba\u6027\u548c\u6548\u7387\u3002<\/p>\n

         <\/p>\n

        \u672c\u5730 AI <\/strong>\u6848\u4f8b\uff1a\u5b89\u5168\u6027\u3001\u6210\u672c\u6548\u76ca\u548c\u6578\u64da\u63a7\u5236<\/strong><\/h2>\n

        \u96a8\u8457\u516c\u53f8\u8d8a\u4f86\u8d8a\u4f9d\u8cf4 AI \u6a21\u578b\u9032\u884c\u696d\u52d9\u904b\u71df\uff0c\u5c07\u9019\u4e9b\u6a21\u578b\u90e8\u7f72\u5230\u4f55\u8655<\/strong>\u7684\u554f\u984c\u5df2\u6210\u70ba\u4e00\u500b\u95dc\u9375\u7684\u8003\u616e\u56e0\u7d20\u3002\u57fa\u65bc\u96f2\u7684 AI \u89e3\u6c7a\u65b9\u6848\u96d6\u7136\u65b9\u4fbf\uff0c\u4f46\u5728\u5b89\u5168\u6027\u3001\u6210\u672c\u548c\u6578\u64da\u96b1\u79c1\u65b9\u9762\u5b58\u5728\u91cd\u5927\u98a8\u96aa\u3002\u5728 Archsolution\uff0c\u6211\u5011\u5ba3\u5c0e\u672c\u5730<\/strong> AI <\/strong>\u57fa\u790e\u8a2d\u65bd<\/strong>\uff0c\u63d0\u4f9b\u4ee5\u4e0b\u512a\u52e2\uff1a<\/p>\n

        1.\u00a0 \u589e\u5f37\u7684\u5b89\u5168\u6027\u548c\u6578\u64da\u96b1\u79c1<\/strong><\/p>\n

        \u5728\u672c\u5730\u904b\u884c AI \u6a21\u578b\u7684\u6700\u986f\u8457\u512a\u52e2\u4e4b\u4e00\u662f\u6578\u64da\u5b89\u5168\u6027<\/strong>\u3002\u7576\u4f01\u696d\u8655\u7406\u654f\u611f\u6578\u64da\uff08\u4f8b\u5982\u5ba2\u6236\u8a18\u9304\u3001\u91d1\u878d\u4ea4\u6613\u6216\u5c08\u6709\u6f14\u7b97\u6cd5\uff09\u6642\uff0c\u5c07\u9019\u4e9b\u8cc7\u8a0a\u767c\u9001\u7d66\u96f2\u4f9b\u61c9\u5546\u6703\u5e36\u4f86\u6f5b\u5728\u98a8\u96aa\uff0c\u5305\u62ec\uff1a<\/p>\n

          \n
        • \u6578\u64da\u6d29\u9732<\/strong><\/li>\n
        • \u672a\u7d93\u6388\u6b0a\u7684\u8a2a\u554f<\/strong><\/li>\n
        • \u9055\u898f\u884c\u70ba<\/strong><\/li>\n<\/ul>\n

          \u901a\u904e\u5728\u672c\u5730<\/strong>\u4fdd\u7559\u6578\u64da\uff0c\u7d44\u7e54\u53ef\u4ee5\u4fdd\u7559\u5c0d\u5176\u8cc7\u8a0a\u7684\u5b8c\u5168\u63a7\u5236\u6b0a\uff0c\u5f9e\u800c\u78ba\u4fdd\u9075\u5b88GDPR<\/strong>\u3001HIPAA<\/strong>\u548cISO 27001<\/strong>\u7b49\u884c\u696d\u6cd5\u898f\u3002<\/p>\n

           <\/p>\n

          2. \u907f\u514d\u96f2\u4f9b\u61c9\u5546\u9396\u5b9a<\/strong><\/p>\n

          \u8a31\u591a\u4f01\u696d\u767c\u73fe\u81ea\u5df1\u88ab\u56f0\u5728\u6602\u8cb4\u7684\u96f2<\/strong> AI <\/strong>\u670d\u52d9\u4e2d<\/strong>\uff0c\u70ba\u6a21\u578b\u8a13\u7df4\u3001\u5b58\u5132\u548c\u63a8\u7406\u652f\u4ed8\u4e86\u904e\u9ad8\u7684\u8cbb\u7528\u3002\u96f2\u4f9b\u61c9\u5546\u901a\u5e38\u6839\u64da\u8a08\u7b97\u5c0f\u6642\u6578\u3001API \u8abf\u7528\u548c\u5b58\u5132\u4f7f\u7528\u65b9\u5f0f\u6536\u8cbb\uff0c\u9019\u4f7f\u5f97\u9577\u671f AI \u90e8\u7f72\u6210\u672c\u9ad8\u6602\u3002\u901a\u904e\u6295\u8cc7\u672c\u5730<\/strong> AI <\/strong>\u57fa\u790e\u8a2d\u65bd<\/strong>\uff0c\u4f01\u696d\u53ef\u4ee5\uff1a<\/p>\n

            \n
          • \u6d88\u9664\u7d93\u5e38\u6027\u96f2\u6210\u672c<\/strong><\/li>\n
          • \u6e1b\u5c11\u5c0d\u5916\u90e8\u4f9b\u61c9\u5546\u7684\u4f9d\u8cf4<\/strong><\/li>\n
          • \u7372\u5f97<\/strong> AI <\/strong>\u6a21\u578b\u548c\u6578\u64da\u96c6\u7684\u5b8c\u5168\u64c1\u6709\u6b0a<\/strong><\/li>\n<\/ul>\n

            \u00a0<\/strong><\/p>\n

            3. \u4f7f\u7528\u5b9a\u88fd\u786c\u9ad4\u512a\u5316\u6027\u80fd<\/strong><\/p>\n

            \u516c\u6709\u96f2\u89e3\u6c7a\u65b9\u6848\u901a\u5e38\u9069\u7528\u65bc\u591a\u500b\u4f7f\u7528\u8005<\/strong>\uff0c\u9019\u53ef\u80fd\u6703\u5c0e\u81f4\u6027\u80fd\u74f6\u9838\u3002\u901a\u904e\u672c\u5730\u8a2d\u7f6e\uff0c\u4f01\u696d\u53ef\u4ee5\uff1a<\/p>\n

              \n
            • \u91dd\u5c0d\u7279\u5b9a AI \u5de5\u4f5c\u8ca0\u8f09\u512a\u5316\u786c\u9ad4\u914d\u7f6e<\/strong><\/li>\n
            • \u78ba\u4fdd\u4e00\u81f4\u7684\u8655\u7406\u901f\u5ea6<\/strong>\uff0c\u800c\u4e0d\u6703\u722d\u596a\u96f2\u8cc7\u6e90<\/li>\n
            • \u6839\u64da\u6a21\u578b\u8907\u96dc\u6027\u81ea\u5b9a\u7fa9<\/strong> GPU <\/strong>\u52a0\u901f<\/strong><\/li>\n<\/ul>\n

              \u501f\u52a9\u6211\u5011\u57fa\u65bc AMD EPYC <\/strong>\u548c RTX 3090 <\/strong>\u7684\u4f3a\u670d\u5668<\/strong>\uff0cCDS \u73fe\u5728\u53ef\u4ee5\u5728\u6c92\u6709\u96f2\u9650\u5236<\/strong>\u7684\u60c5\u6cc1\u4e0b\u904b\u884c AI \u5de5\u4f5c\u8ca0\u8f09\uff0c\u5f9e\u800c\u5be6\u73fe\u66f4\u5feb\u7684\u6a21\u578b\u8a13\u7df4\u6642\u9593\u548c\u66f4\u9ad8\u7684\u6548\u7387\u3002<\/p>\n

               <\/p>\n

              \u4f7f\u7528 CDS <\/strong>\u63d0\u4f9b AI <\/strong>\u8aee\u8a62\u670d\u52d9<\/strong><\/h2>\n

              \u9664\u4e86\u57fa\u790e\u8a2d\u65bd\u4e4b\u5916\uff0c\u6211\u5011\u9084\u5728\u64f4\u5c55\u6211\u5011\u7684\u5c08\u696d\u77e5\u8b58\uff0c\u4ee5\u8aac\u660e\u5176\u4ed6\u516c\u53f8\u63a1\u7528\u548c\u5be6\u65bd\u751f\u6210\u5f0f<\/strong> AI <\/strong>\uff08GenAI<\/strong>\uff09 <\/strong>\u89e3\u6c7a\u65b9\u6848<\/strong>\u3002\u6211\u5011\u8207 CDS \u4e00\u8d77\uff0c\u70ba\u5e0c\u671b\u5728\u5167\u90e8\u958b\u767c\u81ea\u5df1\u7684 AI \u6a21\u578b\u7684\u4f01\u696d\u63d0\u4f9b\u91cf\u8eab\u5b9a\u88fd\u7684\u8aee\u8a62\u670d\u52d9\u3002\u6211\u5011\u7684\u670d\u52d9\u5305\u62ec\uff1a<\/p>\n

                \n
              • AI <\/strong>\u57fa\u790e\u67b6\u69cb\u8a2d\u7f6e<\/strong>\uff1a\u8aac\u660e\u4f01\u696d\u69cb\u5efa\u548c\u914d\u7f6e GPU \u9a45\u52d5\u7684 AI \u4f3a\u670d\u5668\u3002<\/li>\n
              • \u81ea\u5b9a\u7fa9<\/strong> LLM <\/strong>\u5fae\u8abf<\/strong>\uff1a\u6839\u64da\u7279\u5b9a\u7684\u696d\u52d9\u9700\u6c42\u8abf\u6574 LLAMA-3 \u548c DeepSeek \u7b49\u9810\u8a13\u7df4\u6a21\u578b\u3002<\/li>\n
              • \u672c\u5730<\/strong> AI <\/strong>\u90e8\u7f72<\/strong>\uff1a\u5354\u52a9\u516c\u53f8\u5f9e\u96f2 AI \u904e\u6e21\u5230\u672c\u5730\u57fa\u790e\u8a2d\u65bd\u3002<\/li>\n
              • AI <\/strong>\u5b89\u5168\u6027\u8207\u5408\u898f\u6027<\/strong>\uff1a\u78ba\u4fddAI\u6a21\u578b\u7b26\u5408\u884c\u696d\u6a19\u6e96\u548c\u6578\u64da\u4fdd\u8b77\u6cd5\u3002<\/li>\n<\/ul>\n

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                 <\/p>\n

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                  \n
                • \u5b8c\u5168\u63a7\u5236\u4ed6\u5011\u7684 AI <\/strong>\u6a21\u578b\u548c\u6578\u64da<\/strong><\/li>\n
                • \u4f7f\u7528\u81ea\u5b9a\u7fa9<\/strong> GPU <\/strong>\u9a45\u52d5\u7684\u786c\u9ad4\u512a\u5316\u6027\u80fd<\/strong><\/li>\n
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                • \u6d88\u9664\u6602\u8cb4\u7684\u96f2\u8cbb\u7528\u548c\u9577\u671f\u4f9d\u8cf4\u95dc\u4fc2<\/strong><\/li>\n<\/ul>\n

                   <\/p>\n

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                   <\/p>\n

                   <\/p>\n

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