{"id":785396,"date":"2026-05-23T09:18:29","date_gmt":"2026-05-23T01:18:29","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=785396"},"modified":"2026-05-23T09:18:29","modified_gmt":"2026-05-23T01:18:29","slug":"%e6%99%ba%e8%b0%b1%e5%87%ad%e4%bb%80%e4%b9%88%e4%b8%80%e5%a4%a9%e6%9a%b4%e6%b6%a8%e8%bf%9130%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=785396","title":{"rendered":"\u667a\u8c31\u51ed\u4ec0\u4e48\u4e00\u5929\u66b4\u6da8\u8fd130%\uff1f"},"content":{"rendered":"
\n

\u6587 | AIDeepDive<\/p>\n<\/blockquote>\n

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\"\u667a\u8c31\u51ed\u4ec0\u4e48\u4e00\u5929\u66b4\u6da8\u8fd130%\uff1f\"<\/p>\n

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400 tokens\/s\u662f\u4ec0\u4e48\u6982\u5ff5\uff1f<\/p>\n

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01 \u901f\u5ea6\uff0c\u6bd4\u4f60\u60f3\u7684\u91cd\u8981<\/h2>\n

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\"\u667a\u8c31\u51ed\u4ec0\u4e48\u4e00\u5929\u66b4\u6da8\u8fd130%\uff1f\"<\/p>\n

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\u5f53AI\u4eceChatBot\u8fdb\u5165Agent\u65f6\u4ee3\uff0c\u95ee\u7b54\u5df2\u7ecf\u4e0d\u662fAI\u7684\u4e3b\u8981\u573a\u666f\uff0c\u800cAgent\u8981\u5b8c\u6210\u4e00\u4e2a\u4efb\u52a1\uff0c\u5f80\u5f80\u9700\u8981\u6a21\u578b\u8fdb\u884c\u6570\u5341\u8f6e\u751a\u81f3\u4e0a\u767e\u8f6e<\/strong>\u7684\u81ea\u6211\u8c03\u7528\uff1a\u5199\u4ee3\u7801\u3001\u8c03\u63a5\u53e3\u3001\u641c\u4fe1\u606f\u3001\u8c03\u7528\u5de5\u5177……<\/p>\n

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02 \u901f\u5ea6\u8fd9\u4ef6\u4e8b\uff0c\u6709\u591a\u96be\uff1f<\/h2>\n

\u90a3\u73b0\u5728\u884c\u4e1a\u91cc\u5728\u901f\u5ea6\u65b9\u9762\u5927\u6982\u4ec0\u4e48\u6c34\u5e73\uff1f<\/p>\n

\u5934\u90e8\u5382\u5546\u4e2d\uff0cOpenAI<\/a> \u7684 GPT-4o \u7ea6\u5728100–150 tokens\/s\uff0cAnthropic \u7684 Claude Sonnet \u7cfb\u5217\u7ea6\u572880–120 tokens\/s\uff0c\u56fd\u5185\u4e3b\u6d41\u65d7\u8230\u6a21\u578b API \u5927\u591a\u572850–100 tokens\/s \u533a\u95f4\u3002400 tokens\/s \u5927\u7ea6\u662f\u884c\u4e1a\u5e73\u5747\u6c34\u5e73\u76843\u52305\u500d\u3002<\/strong><\/p>\n

\u66f4\u5173\u952e\u7684\u662f\uff0c\u8fd9\u4e2a\u5dee\u8ddd\u5e76\u4e0d\u662f\u6295\u5165\u66f4\u591a\u7b97\u529b\u5c31\u80fd\u5f25\u8865\u7684\u3002<\/p>\n

\u4e00\u53f0\u642d\u8f7d8\u5757 H200 \u663e\u5361\u7684\u670d\u52a1\u5668\uff0c\u7406\u8bba\u4e0a\u6bcf\u79d2\u80fd\u642c\u8fd0\u9ad8\u8fbe38TB\u7684\u6570\u636e\u3002\u5bf9\u4e8e GLM-5.1\uff0c\u5355\u6b21\u751f\u6210\u4e00\u4e2a token \u53ea\u9700\u8bfb\u53d6\u7ea642GB\u7684\u6fc0\u6d3b\u53c2\u6570\uff0c\u7eaf\u7406\u8bba\u4e0a\u63a8\u7b97\uff0c\u5e94\u8be5\u80fd\u63a5\u8fd11000 tokens\/s\u3002<\/p>\n

\u4f46\u73b0\u5b9e\u7cfb\u7edf\u5f80\u5f80\u53ea\u80fd\u8dd1\u51fa\u51e0\u5341 tokens\/s\u3002<\/p>\n

\"\u667a\u8c31\u51ed\u4ec0\u4e48\u4e00\u5929\u66b4\u6da8\u8fd130%\uff1f\"<\/p>\n

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\"\u667a\u8c31\u51ed\u4ec0\u4e48\u4e00\u5929\u66b4\u6da8\u8fd130%\uff1f\"<\/p>\n

03 \u4e09\u5c42\u6280\u672f\u53e0\u52a0\uff0c\u903c\u8fd1\u786c\u4ef6\u7269\u7406\u6781\u9650<\/h2>\n

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TileRT \u7684\u6838\u5fc3\u601d\u8def\uff1a\u628a\u6574\u4e2a\u6a21\u578b\u7f16\u8bd1\u6210\u4e00\u4e2a\u6301\u7eed\u8fd0\u884c\u7684\u5f15\u64ce\uff0c\u4e00\u6b21\u542f\u52a8\uff0c\u6c38\u4e0d\u505c\u6b47\u3002<\/strong><\/p>\n

TileRT \u5728\u4ee3\u7801\u7f16\u8bd1\u9636\u6bb5\u63d0\u524d\u628a\u6a21\u578b\u6240\u6709\u8ba1\u7b97\u903b\u8f91\u9759\u6001\u5c55\u5f00\u6210\u4e00\u6761\u8fde\u7eed\u6d41\u6c34\u7ebf\uff0c\u8fd0\u884c\u65f6 GPU \u59cb\u7ec8\u4fdd\u6301\u9ad8\u901f\u8fd0\u8f6c\uff0c\u8ba1\u7b97\u3001\u6570\u636e\u642c\u8fd0\u3001\u901a\u4fe1\u5e76\u884c\u63a8\u8fdb\uff0c\u4e2d\u95f4\u7ed3\u679c\u5c3d\u91cf\u7559\u5728 GPU \u5185\u90e8\u9ad8\u901f\u7f13\u5b58\u91cc\uff0c\u4e0d\u518d\u53cd\u590d\u5199\u56de\u6162\u901f\u663e\u5b58\u518d\u91cd\u65b0\u8bfb\u53d6\u3002<\/p>\n

\"\u667a\u8c31\u51ed\u4ec0\u4e48\u4e00\u5929\u66b4\u6da8\u8fd130%\uff1f\"<\/p>\n

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\u540c\u4e00\u4e2a Warp \u91cc\u768432\u4e2a\u5355\u5143\u5fc5\u987b\u59cb\u7ec8\u540c\u6b65\u884c\u52a8\u3001\u6267\u884c\u540c\u4e00\u6761\u6307\u4ee4\uff0c\u5c31\u50cf\u519b\u961f\u91cc\u7684\u4e00\u4e2a\u73ed\uff0c\u73ed\u957f\u4e0b\u4ee4\u6240\u6709\u4eba\u540c\u65f6\u505a\u540c\u4e00\u4e2a\u52a8\u4f5c\u3002<\/p>\n

\u4f20\u7edf\u6846\u67b6\u91cc\uff0c\u6240\u6709 Warp \u6267\u884c\u540c\u4e00\u5957\u6307\u4ee4\u5e8f\u5217\uff1bTileRT \u8ba9\u4e0d\u540c Warp \u7ec4\u627f\u62c5\u4e0d\u540c\u804c\u8d23\uff1a\u4e00\u90e8\u5206\u4e13\u95e8\u8d1f\u8d23\u628a\u4e0b\u4e00\u6279\u6570\u636e\u63d0\u524d\u642c\u8fd0\u8fdb\u6765\uff0c\u4e00\u90e8\u5206\u4e13\u95e8\u8d1f\u8d23\u6570\u5b66\u8ba1\u7b97\uff0c\u4e00\u90e8\u5206\u4e13\u95e8\u8d1f\u8d23\u4e0e\u5176\u4ed6 GPU \u901a\u4fe1\u3002\u4e09\u7ec4\u4eba\u540c\u65f6\u5de5\u4f5c\u3001\u6d41\u6c34\u914d\u5408\uff0c\u4e92\u4e0d\u7b49\u5f85\u3002<\/p>\n

\u5c31\u597d\u6bd4\u4ece\"\u4e00\u4e2a\u5de5\u4eba\u642c\u7816\u3001\u780c\u5899\u3001\u9a8c\u6536\u4e32\u884c\u5e72\"\uff0c\u53d8\u6210\u4e86\"\u642c\u7816\u7ec4\u3001\u780c\u5899\u7ec4\u3001\u9a8c\u6536\u7ec4\u540c\u65f6\u8f6c\"\u3002<\/p>\n

\u5355\u5361\u5185\u90e8\u7684\u6548\u7387\u89e3\u51b3\u4e86\uff0c\u591a\u5361\u5e76\u884c\u53c8\u6709\u65b0\u6311\u6218\u3002<\/p>\n

\u884c\u4e1a\u901a\u884c\u505a\u6cd5\u662f\u5f20\u91cf\u5e76\u884c\uff08Tensor Parallel\uff09\uff1a<\/strong>\u628a\u6a21\u578b\u7684\u6743\u91cd\u77e9\u9635\u5207\u5206\u6210\u82e5\u5e72\u4efd\uff0c\u6bcf\u5757 GPU \u8d1f\u8d23\u5176\u4e2d\u4e00\u4efd\uff0c\u5404\u81ea\u8ba1\u7b97\u5b8c\u6bd5\u540e\u901a\u8fc7\u9ad8\u901f\u4e92\u8054\uff08NVLink\uff09\u6c47\u603b\u7ed3\u679c\u3002<\/p>\n

\u8fd9\u5957\u65b9\u6848\u5bf9\u77e9\u9635\u4e58\u6cd5\u8fd9\u7c7b\u89c4\u6574\u7684\u5bc6\u96c6\u8ba1\u7b97\u6548\u679c\u5f88\u597d\uff0c\u662f\u76ee\u524d\u51e0\u4e4e\u6240\u6709\u5927\u6a21\u578b\u63a8\u7406\u6846\u67b6\u7684\u6807\u51c6\u591a\u5361\u65b9\u6848\u3002<\/p>\n

GLM-5.1 \u91c7\u7528 **MLA\uff08Multi-head Latent Attention\uff0c\u591a\u5934\u6f5c\u5728\u6ce8\u610f\u529b\uff09\uff0c\u8fd9\u662f\u7531DeepSeek \u63d0\u51fa\u4e00\u79cd\u6ce8\u610f\u529b\u673a\u5236\u3002<\/p>\n

\u4f20\u7edf\u6ce8\u610f\u529b\u673a\u5236\u9700\u8981\u628a\u6bcf\u4e00\u6b65\u8ba1\u7b97\u7684\u5927\u91cf\u4e2d\u95f4\u6570\u636e\uff08KV Cache\uff09\u5b8c\u6574\u4fdd\u5b58\u4e0b\u6765\u5907\u7528\uff0c\u975e\u5e38\u8017\u663e\u5b58\uff1bMLA \u7684\u505a\u6cd5\u662f\u5148\u628a\u8fd9\u4e9b\u4e2d\u95f4\u6570\u636e\u538b\u7f29\u6210\u4e00\u4e2a\u7d27\u51d1\u7684\"\u6f5c\u5728\u5411\u91cf\"\u5b58\u8d77\u6765\uff0c\u7528\u7684\u65f6\u5019\u518d\u5c55\u5f00\u8fd8\u539f\uff0c\u663e\u5b58\u9700\u6c42\u5927\u5e45\u4e0b\u964d\uff0c\u63a8\u7406\u6548\u7387\u66f4\u9ad8\u3002<\/p>\n

\u4f46 MLA \u7684\u8ba1\u7b97\u6d41\u7a0b\u91cc\u6709\u4e00\u4e2a\u7279\u6b8a\u73af\u8282\uff1a\u9700\u8981\u4ece\u5927\u91cf\u5386\u53f2\u4fe1\u606f\u4e2d\u505a\u7a00\u758f\u7d22\u5f15<\/strong>\uff1a\u7c7b\u4f3c\u5728\u4e00\u4e2a\u5de8\u5927\u56fe\u4e66\u9986\u91cc\u5148\u5feb\u901f\u627e\u51fa\u6700\u76f8\u5173\u7684\u51e0\u672c\u4e66\uff0c\u518d\u7cbe\u8bfb\u8fd9\u51e0\u672c\u4e66\u3002<\/p>\n

\"\u627e\u4e66\"\u8fd9\u4e2a\u6b65\u9aa4\u4f9d\u8d56\u5168\u5c40\u4fe1\u606f\uff0c\u4e0d\u9002\u5408\u591a\u5361\u5e73\u644a\uff1b\"\u7cbe\u8bfb\"\u624d\u662f\u9002\u5408\u591a\u5361\u5e76\u884c\u7684\u5bc6\u96c6\u8ba1\u7b97\u3002\u5982\u679c\u5f3a\u884c\u8ba9\u6240\u67098\u5757 GPU \u90fd\u53c2\u4e0e\"\u627e\u4e66\"\uff0c\u5927\u91cf\u65f6\u95f4\u4f1a\u6d6a\u8d39\u5728 GPU \u4e4b\u95f4\u7684\u540c\u6b65\u901a\u4fe1\u4e0a\u3002<\/p>\n

TileRT \u7684\u89e3\u6cd5\u662f\u8ba9GPU\u5f02\u6784\u8fd0\u884c<\/strong>\uff1aGPU 0 \u4e13\u95e8\u62c5\u4efb\"\u56fe\u4e66\u9986\u68c0\u7d22\u5458\"\uff0c\u8d1f\u8d23\u7a00\u758f\u7d22\u5f15\u548c\u8def\u7531\u51b3\u7b56\uff1bGPU 1–7 \u62c5\u4efb\"\u7cbe\u8bfb\u5206\u6790\u5458\"\uff0c\u8d1f\u8d23\u5bc6\u96c6\u7684\u6ce8\u610f\u529b\u8ba1\u7b97\u548c\u77e9\u9635\u8fd0\u7b97\u3002\u4e24\u7c7b\u5de5\u4f5c\u8005\u5404\u81ea\u91c7\u7528\u6700\u9002\u5408\u81ea\u5df1\u7684\u5e76\u884c\u7b56\u7565\u534f\u540c\u5b8c\u6210\u6574\u4e2a\u8ba1\u7b97\u5c42\u3002<\/p>\n

\"\u667a\u8c31\u51ed\u4ec0\u4e48\u4e00\u5929\u66b4\u6da8\u8fd130%\uff1f\"<\/p>\n

\u63a5\u4e0b\u6765\uff0cTileRT \u628a GPU \u4e4b\u95f4\u7684\u901a\u4fe1\u64cd\u4f5c\u4e5f\u76f4\u63a5\u5185\u5d4c\u8fdb\u6267\u884c\u6d41\u6c34\u7ebf\uff0c\u4e0d\u518d\u4f5c\u4e3a\u72ec\u7acb\u6b65\u9aa4\u3002\u5bf9\u5916\u6765\u770b\uff0c\u6574\u4e2a8\u5361\u7cfb\u7edf\u5b8c\u6210\u4e00\u5c42\u6ce8\u610f\u529b\u8ba1\u7b97\u53ea\u9700\u8981\u4e00\u6b21\u5185\u6838\u542f\u52a8\uff0c\u5185\u90e8\u7684\u901a\u4fe1\u548c\u8ba1\u7b97\u5168\u5728\u6301\u7eed\u6d41\u6c34\u7ebf\u5185\u90e8\u65e0\u7f1d\u5b8c\u6210\u3002<\/p>\n

\u4ee5\u4e0a\u4e24\u5c42\u89e3\u51b3\u7684\u662f\u5355\u673a\u8303\u56f4\u5185\u7684\u95ee\u9898\u3002\u5f53\u96c6\u7fa4\u6269\u5c55\u5230\u6570\u767e\u4e43\u81f3\u6570\u5343\u5f20 GPU\uff0cGPU \u4e4b\u95f4\u7684\u6570\u636e\u4f20\u8f93\u672c\u8eab\u5c31\u6210\u4e86\u65b0\u7684\u5929\u82b1\u677f\u3002<\/p>\n

\u884c\u4e1a\u901a\u884c\u505a\u6cd5\u662f ROFT\uff08Rail-Optimized Fat-Tree\uff09<\/strong>\uff0c\u8fd9\u662f NVIDIA \u5b98\u65b9\u63a8\u8350\u65b9\u6848\uff0c\u4e1a\u754c\u7edd\u5bf9\u6807\u914d\u3002<\/p>\n

\u5b83\u7684\u7ed3\u6784\u662f\u4e00\u68f5\u6811\uff1a\u670d\u52a1\u5668\u5148\u8fde\u63a5\u5e95\u5c42\u7684Leaf \u4ea4\u6362\u673a<\/strong>\uff08\u63a5\u5165\u5c42\uff0c\u76f4\u63a5\u9762\u5411\u670d\u52a1\u5668\uff09\uff0cLeaf \u518d\u5411\u4e0a\u8fde\u63a5Spine \u4ea4\u6362\u673a<\/strong>\uff08\u9aa8\u5e72\u5c42\uff0c\u8d1f\u8d23\u4e0d\u540c Leaf \u4e4b\u95f4\u7684\u4e92\u8054\uff0c\u5982\u540c\u9ad8\u901f\u516c\u8def\u67a2\u7ebd\uff09\u3002\u6570\u636e\u5728\u4e24\u53f0 GPU \u4e4b\u95f4\u4f20\u8f93\uff0c\u5fc5\u987b\"\u5148\u4e0a\u884c\u5230 Spine\uff0c\u518d\u4e0b\u884c\u5230\u76ee\u6807 Leaf\"\uff0c\u81f3\u5c11\u7ecf\u8fc73\u8df3\u3002<\/p>\n

\u4e3a\u4e86\u907f\u514d\u6d41\u91cf\u96c6\u4e2d\u5728\u5c11\u6570\u94fe\u8def\u4e0a\uff0c\u8fd9\u5957\u67b6\u6784\u4f9d\u8d56 ECMP \u7b97\u6cd5\u8ba9\u6570\u636e\u5728\u591a\u6761\u8def\u5f84\u4e4b\u95f4\u5206\u914d\uff0c\u5728\u4e92\u8054\u7f51\u6d41\u91cf\"\u7edf\u8ba1\u5747\u5300\"\u7684\u524d\u63d0\u4e0b\u8fd0\u8f6c\u826f\u597d\u3002<\/p>\n

\u4f46\u63a8\u7406\u573a\u666f\u7684\u6d41\u91cf\u5b8c\u5168\u4e0d\u5747\u5300\u3002\u4e0d\u540c\u8bf7\u6c42\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u5dee\u5f02\u53ef\u8fbe\u6570\u5341\u500d\uff0cGPU \u4e4b\u95f4 KV Cache \u7684\u4f20\u8f93\u65b9\u5411\u51e0\u4e4e\u968f\u673a\uff0c\u67d0\u51e0\u53f0 Leaf \u4ea4\u6362\u673a\u4f1a\u5468\u671f\u6027\u5730\u6210\u4e3a\u70ed\u70b9\uff0c\u89e6\u53d1\u53cd\u538b\u673a\u5236\uff0c\u628a\u62e5\u585e\u4ece\u5c40\u90e8\u6269\u6563\u5230\u5168\u94fe\u8def\u3002\u8fd9\u79cd\u62e5\u585e\u4e0d\u662f\u534f\u8bae\u8c03\u53c2\u80fd\u89e3\u51b3\u7684\uff0c\u662f\u62d3\u6251\u7ed3\u6784\u672c\u8eab\u7684\u4ea7\u7269\u3002<\/p>\n

\"\u667a\u8c31\u51ed\u4ec0\u4e48\u4e00\u5929\u66b4\u6da8\u8fd130%\uff1f\"<\/p>\n

ZCube \u7684\u6839\u672c\u7a81\u7834\uff1a\u4ece\u67b6\u6784\u5c42\u9762\u8ba9\u8fd9\u7c7b\u62e5\u585e\u5728\u7269\u7406\u4e0a\u65e0\u6cd5\u53d1\u751f\u3002<\/strong><\/p>\n

\u6838\u5fc3\u8bbe\u8ba1\u5206\u4e24\u6b65\uff1a<\/p>\n

\u7b2c\u4e00\u6b65\uff0c\u53d6\u6d88 Spine \u9aa8\u5e72\u5c42\uff0c\u5168\u7f51\u6241\u5e73\u5316<\/strong>\u3002\u628a\u6240\u6709 Leaf \u4ea4\u6362\u673a\u6309\u5947\u5076\u7f16\u53f7\u5206\u6210\u4e24\u7ec4\uff0c\u4e24\u7ec4\u4e4b\u95f4\u5b8c\u5168\u4e92\u8054\uff0c\u4efb\u610f\u4e00\u53f0\u5947\u6570\u4ea4\u6362\u673a\u8fde\u63a5\u6240\u6709\u5076\u6570\u4ea4\u6362\u673a\uff0c\u53cd\u4e4b\u4ea6\u7136\u3002\u4efb\u610f\u4e24\u53f0 GPU \u4e4b\u95f4\u6700\u591a\u7ecf\u8fc7\u4e24\u53f0\u4ea4\u6362\u673a\u5373\u53ef\u4e92\u8fbe\uff0c\u8df3\u6570\u4ece3\u8df3\u964d\u52302\u8df3\u3002<\/p>\n

\"\u667a\u8c31\u51ed\u4ec0\u4e48\u4e00\u5929\u66b4\u6da8\u8fd130%\uff1f\"<\/p>\n

\u7b2c\u4e8c\u6b65\uff0c\u4e5f\u662f\u6700\u7cbe\u5999\u7684\u5730\u65b9\uff1a\u6bcf\u5f20 GPU \u7f51\u5361\u7528\u4e24\u79cd\u622a\u7136\u4e0d\u540c\u7684\u65b9\u5f0f\u5206\u522b\u63a5\u5165\u4e24\u7ec4\u4ea4\u6362\u673a<\/strong>\u3002\u8fd9\u79cd\u7279\u6b8a\u62d3\u6251\u5e26\u6765\u4e00\u4e2a\u5173\u952e\u7684\u6570\u5b66\u6027\u8d28\uff1a\u5168\u7f51\u4efb\u610f\u4e24\u5f20 GPU \u4e4b\u95f4\uff0c\u6709\u4e14\u4ec5\u6709\u4e00\u6761\u6700\u4f18\u8def\u5f84\u3002<\/strong><\/p>\n

\"\u667a\u8c31\u51ed\u4ec0\u4e48\u4e00\u5929\u66b4\u6da8\u8fd130%\uff1f\"<\/p>\n

\"\u552f\u4e00\u8def\u5f84\"\u76f4\u63a5\u6d88\u9664\u4e86\u62e5\u585e\u7684\u6839\u6e90\u3002\u4f20\u7edf\u67b6\u6784\u5bb9\u6613\u51fa\u73b0\u70ed\u70b9\uff0c\u6070\u6070\u662f\u56e0\u4e3a\u6709\u591a\u6761\u8def\u5f84\u53ef\u9009\uff0c\u8d1f\u8f7d\u5747\u8861\u7b97\u6cd5\u9009\u9519\u4e86\u5c31\u4f1a\u5bfc\u81f4\u6d41\u91cf\u96c6\u4e2d\u3002ZCube \u5728\u8bbe\u8ba1\u4e0a\u6d88\u9664\u4e86\"\u9009\u62e9\"\u8fd9\u4ef6\u4e8b\u672c\u8eab\uff1a\u4e0d\u9700\u8981\u5747\u8861\uff0c\u56e0\u4e3a\u6839\u672c\u6ca1\u6709\u5c94\u8def\u3002<\/p>\n

04 \u540c\u6837\u7684\u786c\u4ef6\u6761\u4ef6\u4e0b\uff0c\u8d26\u600e\u4e48\u7b97\uff1f<\/h2>\n

\u667a\u8c31\u5c06 GLM-5.1 \u751f\u4ea7\u96c6\u7fa4\u4ece\u4f20\u7edf ROFT \u5347\u7ea7\u5230 ZCube \u540e\uff0c\u5f97\u5230\u4e09\u4e2a\u6570\u5b57\uff1a<\/p>\n

\u603b\u7ed3\u6765\u8bf4\u7684\u8bdd\uff0c\u540c\u6837\u7684 GPU \u6295\u5165\uff0c\u96c6\u7fa4\u53ef\u4ee5\u670d\u52a1\u66f4\u591a\u7528\u6237\uff1b\u540c\u6837\u7684\u7528\u6237\u4f53\u9a8c\u8981\u6c42\uff0c\u96c6\u7fa4\u53ef\u4ee5\u5c11\u4e70\u4e09\u5206\u4e4b\u4e00\u7684\u7f51\u7edc\u8bbe\u5907\u3002\u6548\u7387\u4e0e\u6210\u672c\u53cc\u5411\u6539\u5584\u3002<\/mark><\/p>\n

\"\u667a\u8c31\u51ed\u4ec0\u4e48\u4e00\u5929\u66b4\u6da8\u8fd130%\uff1f\"<\/p>\n

\u5177\u4f53\u6765\u8bf4\uff0c\u541e\u5410\u63d0\u534715%\uff0c\u7b49\u4e8e\u514d\u8d39\u591a\u51fa15%\u7684\u7b97\u529b\u3002<\/strong>\u5728GPU\u6570\u91cf\u4e0d\u53d8\u7684\u60c5\u51b5\u4e0b\uff0c\u541e\u5410\u591a15%\uff0c\u7b49\u4ef7\u4e8e\u6bcf\u4e2a token \u7684\u5747\u644a\u786c\u4ef6\u6210\u672c\u4e0b\u964d\u7ea613%\uff0c\u6216\u8005\u8bf4\u76f8\u540c\u6210\u672c\u53ef\u4ee5\u591a\u670d\u52a115%\u7684\u7528\u6237\u3002<\/p>\n

\u5982\u679c\u4e00\u4e2a\u96c6\u7fa4\u67091000\u5f20 GPU\uff0c\u8fd9\u6b21\u5347\u7ea7\u76f8\u5f53\u4e8e\u51ed\u7a7a\u591a\u51fa\u4e86150\u5f20\u5361\u7684\u4ea7\u80fd\uff0c\u6309\u5f53\u524d\u9ad8\u7aef\u63a8\u7406\u5361\u5e02\u4ef7\uff0c\u8fd9\u662f\u6570\u4ebf\u5143\u91cf\u7ea7\u7684\u7b97\u529b\u4ef7\u503c\u3002<\/p>\n

\u5c3e\u5ef6\u8fdf\u4e0b\u964d40.6%\uff0c\u89e3\u51b3\u7684\u662f\u7a33\u5b9a\u6027\u800c\u975e\u5e73\u5747\u901f\u5ea6\u3002<\/strong>\u4e00\u4e2a\u9700\u898150\u8f6e\u8c03\u7528\u7684 Agent \u4efb\u52a1\uff0c\u5982\u679c\u5c3e\u5ef6\u8fdf\u6bcf\u6b21\u51cf\u5c111\u79d2\uff0c\u6574\u4e2a\u4efb\u52a1\u7684\u6700\u574f\u5b8c\u6210\u65f6\u95f4\u5c31\u538b\u7f29\u4e86\u5c06\u8fd11\u5206\u949f\u3002<\/p>\n

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\u4ece\u957f\u8fdc\u6765\u770b\uff0c\u968f\u7740\u96c6\u7fa4\u89c4\u6a21\u6307\u6570\u7ea7\u52a0\u5267\uff0cGPU \u95f4\u901a\u4fe1\u7684\u590d\u6742\u5ea6\u589e\u957f\u6570\u500d\uff0c\u62e5\u585e\u7684\u6982\u7387\u548c\u5f71\u54cd\u4e5f\u540c\u6b65\u653e\u5927\u3002\u8fd9\u610f\u5473\u7740 ZCube \u8fd9\u7c7b\u67b6\u6784\u7ea7\u521b\u65b0\u7684\u4ef7\u503c\uff0c\u4f1a\u968f\u7740\u63a8\u7406\u96c6\u7fa4\u7684\u6301\u7eed\u6269\u5f20\u800c\u52a0\u901f\u663e\u73b0\u3002\u660e\u5929\u4e07\u5361\u7ea7\u522b\u7684\u96c6\u7fa4\u6536\u76ca\u53ef\u80fd\u4e0d\u6b62\u4eca\u5929\u8fd915%\u3002<\/p>\n

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