{"id":11890,"date":"2026-09-02T11:03:47","date_gmt":"2026-09-02T03:03:47","guid":{"rendered":"https:\/\/cn.raksmart.com\/blog\/?p=11890"},"modified":"2026-09-02T11:06:28","modified_gmt":"2026-09-02T03:06:28","slug":"%e6%b5%b7%e5%a4%96%e5%bc%80%e6%ba%90-llm-%e9%a2%91%e7%b9%81%e5%8d%a1%e9%a1%bf%ef%bc%9fai-%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%80%89%e5%9e%8b%e8%a6%81%e7%82%b9","status":"publish","type":"post","link":"https:\/\/cn.raksmart.com\/blog\/?p=11890","title":{"rendered":"\u6d77\u5916\u8dd1\u5f00\u6e90 LLM \u4e3a\u4ec0\u4e48\u603b\u5361\u987f\uff1f\u804a\u804aAI\u4e1a\u52a1\u5bf9\u670d\u52a1\u5668\u7684\u7279\u6b8a\u8981\u6c42"},"content":{"rendered":"

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Q\uff1a7B \u91cf\u5316\u5f00\u6e90\u5927\u6a21\u578b\uff0c\u6700\u4f4e\u9700\u8981\u4ec0\u4e48\u6837\u7684\u670d\u52a1\u5668\u914d\u7f6e\uff1f<\/strong><\/p>\n

A\uff1a\u4e2a\u4eba\u5355\u7528\u6237\u6d4b\u8bd5\uff0c4\u2011bit \u91cf\u5316 7B \u6a21\u578b\uff0c\u663e\u5b58\u5efa\u8bae\u4e0d\u5c11\u4e8e 8GB\uff1b\u9762\u5411\u591a\u5e76\u53d1\u5bf9\u5916\u670d\u52a1\uff0c\u9700\u8981\u9884\u7559\u5145\u8db3\u663e\u5b58\u4f59\u91cf\uff0c\u642d\u914d\u5927\u5185\u5b58\u4ee5\u53ca NVMe SSD\uff0c\u4e0d\u5efa\u8bae\u673a\u68b0\u786c\u76d8\u5b58\u653e\u6a21\u578b\u6743\u91cd\u6587\u4ef6\u3002<\/p>\n

Q\uff1a\u666e\u901a BGP \u7ebf\u8def\u5b8c\u5168\u4e0d\u80fd\u8dd1\u6d77\u5916 LLM \u4e1a\u52a1\u5417\uff1f<\/strong><\/p>\n

A\uff1a\u5982\u679c\u8bbf\u95ee\u7528\u6237\u5168\u90e8\u96c6\u4e2d\u5728\u6d77\u5916\u5730\u533a\uff0c\u666e\u901a BGP \u7ebf\u8def\u53ef\u4ee5\u6ee1\u8db3\u8fd0\u884c\uff1b\u5982\u679c\u4e3b\u8981\u8bbf\u95ee\u7fa4\u4f53\u6765\u81ea\u56fd\u5185\uff0c\u666e\u901a BGP \u665a\u9ad8\u5cf0\u5bb9\u6613\u6296\u52a8\u4e22\u5305\uff0c\u5bf9\u6d41\u5f0f LLM \u4f53\u9a8c\u5f71\u54cd\u8f83\u5927\uff0c\u4f18\u5148\u9009\u7528\u7cbe\u54c1 CN2<\/a> \u4f18\u5316\u7ebf\u8def\u3002<\/p>\n

Q\uff1aRakSmart GPU \u670d\u52a1\u5668\u53ef\u4ee5\u90e8\u7f72 RAG \u5411\u91cf\u77e5\u8bc6\u5e93\u4e1a\u52a1\u5417\uff1f<\/strong><\/p>\n

A\uff1a\u53ef\u4ee5\u3002NVMe \u9ad8\u901f\u56fa\u6001\u627f\u8f7d\u5411\u91cf\u5e93\u6570\u636e\uff0c\u5927\u5185\u5b58\u4fdd\u969c\u5411\u91cf\u68c0\u7d22\u8fd0\u7b97\uff0c\u642d\u914d\u7cbe\u54c1 CN2 \u8de8\u5883\u7ebf\u8def\uff0c\u53ef\u4ee5\u540c\u65f6\u5b8c\u6210\u5927\u6a21\u578b\u63a8\u7406\u4e0e\u77e5\u8bc6\u5e93\u68c0\u7d22\uff0c\u9002\u5408\u4f01\u4e1a\u642d\u5efa\u79c1\u6709\u5316\u884c\u4e1a\u5927\u6a21\u578b\u3002<\/p>\n

Q\uff1aGPU \u4e91\u5b9e\u4f8b\u548c\u7269\u7406 GPU \u670d\u52a1\u5668\uff0c\u90e8\u7f72 LLM \u8be5\u600e\u4e48\u9009\uff1f<\/strong><\/p>\n

A\uff1a\u539f\u578b\u9a8c\u8bc1\u3001\u5c0f\u89c4\u6a21\u6d4b\u8bd5\uff0cGPU \u4e91\u5b9e\u4f8b\u7075\u6d3b\u4fbf\u6377\uff1b\u9ad8\u5e76\u53d1\u3001\u957f\u671f\u5546\u7528\u4e0a\u7ebf\uff0c\u7269\u7406 GPU \u670d\u52a1\u5668\u786c\u4ef6\u5b8c\u5168\u72ec\u4eab\uff0c\u6027\u80fd\u7a33\u5b9a\u6027\u66f4\u5f3a\u3002<\/p>\n

Q\uff1a\u5df2\u7ecf\u90e8\u7f72\u5b8c\u6a21\u578b\uff0c\u5361\u987f\u73b0\u8c61\u5982\u4f55\u5feb\u901f\u5b9a\u4f4d\uff1f<\/strong><\/p>\n

A\uff1a\u4f18\u5148\u5206\u4e24\u6b65\u6392\u67e5\uff1a\u2460\u670d\u52a1\u5668\u672c\u5730\u8c03\u7528\u63a5\u53e3\uff0c\u5224\u65ad\u662f\u786c\u4ef6\u7b97\u529b\u74f6\u9888\uff1b\u2461\u8fdc\u7a0b\u5ba2\u6237\u7aef\u8c03\u7528\uff0c\u5224\u65ad\u8de8\u5883\u7f51\u7edc\u94fe\u8def\u74f6\u9888\u3002\u518d\u4f9d\u6b21\u68c0\u67e5\u663e\u5b58\u5360\u7528\u3001\u5185\u5b58\u3001\u78c1\u76d8 IO \u72b6\u6001\u3002<\/p>\n

\u603b\u7ed3<\/h2>\n

\u6d77\u5916\u90e8\u7f72\u5f00\u6e90 LLM \u51fa\u73b0\u5361\u987f\uff0c\u4e0d\u8981\u7b80\u5355\u5f52\u7f6a\u5927\u6a21\u578b\u672c\u8eab\u3002\u6545\u969c\u5f80\u5f80\u6765\u6e90\u4e8e\u663e\u5b58\u5185\u5b58\u914d\u6bd4\u4e0d\u8db3\u3001\u78c1\u76d8 IO \u6027\u80fd\u77ed\u677f\u3001CPU \u74f6\u9888\u4ee5\u53ca\u8de8\u5883\u7f51\u7edc\u6296\u52a8\u4e22\u5305\u3002GPU \u7b97\u529b\u53ea\u662f AI \u4e1a\u52a1\u5176\u4e2d\u4e00\u73af\uff0c\u5145\u8db3\u5185\u5b58\u3001\u9ad8\u901f\u5b58\u50a8\u3001\u4f18\u8d28\u8de8\u5883\u7f51\u7edc\u540c\u6837\u4e0d\u53ef\u6216\u7f3a\u3002<\/p>\n

\u9009\u578b\u670d\u52a1\u5668\u4e0d\u80fd\u53ea\u76ef\u7740\u663e\u5361\u53c2\u6570\uff0c\u8981\u7ed3\u5408\u6a21\u578b\u5927\u5c0f\u3001\u5e76\u53d1\u89c4\u6a21\u3001\u7528\u6237\u8bbf\u95ee\u5730\u57df\u7efc\u5408\u8bc4\u4f30\u3002\u9762\u5411\u56fd\u5185\u7528\u6237\u8bbf\u95ee\u7684\u6d77\u5916 LLM \u4e1a\u52a1\uff0c\u4f18\u5148\u9009\u62e9\u7ecf\u8fc7\u53cc\u5411\u4f18\u5316\u7684\u8de8\u5883\u7cbe\u54c1\u7ebf\u8def\uff0c\u53ef\u4ee5\u6709\u6548\u51cf\u5c11\u6d41\u5f0f\u8f93\u51fa\u4e2d\u65ad\u3001\u63a5\u53e3\u8d85\u65f6\u7b49\u6545\u969c\u3002<\/p>\n

RakSmart GPU \u7cfb\u5217\u4ea7\u54c1\uff0c\u517c\u987e\u786c\u4ef6\u7b97\u529b\u4e0e\u8de8\u5883\u7f51\u7edc\u4f18\u5316\uff0c\u4ece\u4e2a\u4eba\u6d4b\u8bd5\u5230\u4f01\u4e1a\u5546\u7528\u90fd\u6709\u5bf9\u5e94\u7684\u4ea7\u54c1\u65b9\u6848\u3002\u6709\u6d77\u5916\u90e8\u7f72\u5f00\u6e90 LLM \u9700\u6c42\u7684\u7528\u6237\uff0c\u53ef\u4ee5\u524d\u5f80 RakSmart \u5b98\u7f51<\/a>\u4e86\u89e3\u66f4\u591a\u670d\u52a1\u5668\u914d\u7f6e\u4e0e\u4f18\u60e0\u6d3b\u52a8<\/a>\uff0c\u6311\u9009\u9002\u914d\u81ea\u5df1\u4e1a\u52a1\u7684\u7b97\u529b\u65b9\u6848\uff0c\u8ba9\u5f00\u6e90\u5927\u6a21\u578b\u7a33\u5b9a\u843d\u5730\u7ebf\u4e0a\u4e1a\u52a1\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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