{"id":792081,"date":"2026-06-03T11:38:26","date_gmt":"2026-06-03T03:38:26","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=792081"},"modified":"2026-06-03T11:38:26","modified_gmt":"2026-06-03T03:38:26","slug":"deepseek-%e8%83%bd%e5%90%a6%e4%b8%ba%e4%b8%ad%e5%9b%bd%e8%8a%82%e7%9c%81-1-%e4%b8%87%e4%ba%bf%e7%be%8e%e5%85%83%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=792081","title":{"rendered":"Deepseek \u80fd\u5426\u4e3a\u4e2d\u56fd\u8282\u7701 1 \u4e07\u4ebf\u7f8e\u5143\uff1f"},"content":{"rendered":"
\n

\u6587 | \u80e1\u8bf4\u6210\u7406<\/p>\n<\/blockquote>\n

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\u8fd9\u771f\u7684\u53ef\u80fd\u5417\uff1f<\/p>\n

\u4e00\u4e07\u4ebf\u7f8e\u5143\uff0c\u662f\u7701\u51fa\u6765\u7684<\/h2>\n

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DeepSeek \u6539\u53d8\u4e0d\u4e86\u8fd9\u4ef6\u4e8b\u3002<\/p>\n

\u5b83\u6539\u53d8\u7684\u662f\u53e6\u4e00\u4ef6\u4e8b\uff1a\u540c\u6837\u4e00\u53f0\u673a\u5668\uff0c\u540c\u6837\u90a3 200 \u4e07\u7f8e\u5143\u7684\u6602\u8d35\u5b58\u50a8\u786c\u4ef6\uff0c\u7a76\u7adf\u80fd\u5410\u51fa\u591a\u5c11 Token\u3002<\/p>\n

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\u5b83\u7684\u6a21\u578b\u9875\u663e\u793a\uff0c\u5728 100 \u4e07 Token \u4e0a\u4e0b\u6587\u573a\u666f\u4e0b\uff0cV4-Pro \u76f8\u6bd4\u4e0a\u4e00\u4ee3\u53ea\u9700\u8981 27% \u7684\u5355 Token \u63a8\u7406\u7b97\u529b\u548c 10% \u7684\u7f13\u5b58\u5360\u7528\u3002\u672c\u6587\u91cc\uff0c\u6211\u4eec\u53d6\u7ea6\u7b49\u4e8e\u56db\u5206\u4e4b\u4e00\u7b97\u529b\u8fd9\u4e2a\u503c\u6765\u7b97\u540e\u9762\u7684\u8d26\u3002<\/p>\n

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\u9ea6\u80af\u9521 2026 \u5e74\u90a3\u4efd\u300a\u8ba1\u7b97\u7684\u6210\u672c\u300b\u62a5\u544a\u7ed9\u4e86\u4e00\u4e2a\u5177\u4f53\u7684\u6570\uff1a\u5230 2030 \u5e74\uff0c\u5168\u7403\u6570\u636e\u4e2d\u5fc3\u4e3a\u8ddf\u4e0a\u7b97\u529b\u9700\u6c42\uff0c\u9700\u8981\u7ea6 6.7 \u4e07\u4ebf\u7f8e\u5143\u7684\u6295\u8d44\uff0c\u5176\u4e2d\u4e13\u95e8\u5904\u7406 AI \u8d1f\u8f7d\u7684\u90a3\u90e8\u5206\uff0c\u5c31\u8981\u5403\u6389\u7ea6 5.2 \u4e07\u4ebf\u7f8e\u5143\u3002<\/p>\n

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\u5f53\u4e2d\u56fd\u7684\u65e5\u5747 Token \u6d88\u8017\u4ece\u4eca\u5929\u7684\u4e00\u767e\u591a\u4e07\u4ebf\uff0c\u7ee7\u7eed\u63a8\u5411\u6570\u767e\u3001\u6570\u5343\u4e2a\u4e07\u4ebf\u65f6\uff0c\u4efb\u4f55\u4e00\u70b9\u5355\u4f4d Token \u6210\u672c\u7684\u4e0b\u964d\uff0c\u90fd\u4f1a\u88ab\u653e\u5927\u6210\u5de8\u989d\u7684\u57fa\u5efa\u5dee\u989d\u3002\u5047\u5982\u540c\u6837\u7684\u541e\u5410\u771f\u7684\u53ef\u4ee5\u7528\u56db\u5206\u4e4b\u4e00\u7684\u786c\u4ef6\u5b8c\u6210\uff0c\u90a3\u4e48\u5728\u53ef\u89c1\u7684\u672a\u6765\uff0c\u5b83\u5c31\u6709\u53ef\u80fd\u4e3a\u4e2d\u56fd AI \u57fa\u5efa\u7701\u4e0b\u63a5\u8fd1 1 \u4e07\u4ebf\u7f8e\u5143\u7684\u7b97\u529b\u786c\u4ef6\u6295\u8d44\u3002<\/p>\n

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\u90a3\u4e48\uff0cDeepSeek \u662f\u600e\u4e48\u505a\u5230\u7684\uff1f\u7b54\u6848\u662f\uff0c\u5b83\u7ed9\u5927\u6a21\u578b\u8fd9\u53f0\u673a\u5668\uff0c\u52a8\u4e86\u4e09\u5200\u3002<\/p>\n

\u4e24\u4e2a\u6cb9\u8001\u864e<\/h2>\n

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\u5b83\u771f\u6b63\u7684\u4e24\u4e2a\u6cb9\u8001\u864e\uff0c\u4e00\u4e2a\u53eb“\u8bb0\u6027”\uff0c\u4e00\u4e2a\u53eb“\u8eab\u4f53”\u3002\u800c\u5b83\u4eec\u70e7\u7684\uff0c\u662f\u540c\u4e00\u79cd\u6700\u8d35\u7684\u71c3\u6599——\u9ad8\u5e26\u5bbd\u663e\u5b58\uff08HBM\uff09\uff0c\u4e00\u79cd\u76f4\u63a5\u96c6\u6210\u5728 GPU \u5c01\u88c5\u4f53\u7cfb\u5185\u3001\u901f\u5ea6\u6781\u5feb\u4e5f\u6781\u6602\u8d35\u7684\u5185\u5b58\u3002<\/p>\n

\u5148\u8bf4\u8bb0\u6027\u3002\u5927\u6a21\u578b\u751f\u6210\u6587\u5b57\u65f6\u6709\u4e2a\u7b28\u62d9\u7684\u7279\u70b9\uff1a\u6bcf\u5410\u51fa\u4e00\u4e2a\u65b0\u5b57\uff0c\u5b83\u90fd\u8981\u56de\u5934\u628a\u524d\u9762\u7684\u5168\u90e8\u5185\u5bb9\u91cd\u770b\u4e00\u904d\u3002\u56e0\u4e3a\u8bed\u8a00\u7684\u610f\u4e49\u662f\u5c42\u5c42\u94fa\u57ab\u51fa\u6765\u7684\uff0c\u540e\u6587\u8be5\u8bf4\u4ec0\u4e48\uff0c\u5b8c\u5168\u53d6\u51b3\u4e8e\u524d\u6587\u5df2\u7ecf\u94fa\u8bbe\u4e86\u600e\u6837\u7684\u8bed\u5883\u3002<\/p>\n

\u8fd9\u5c31\u50cf\u4e00\u4f4d\u540c\u58f0\u4f20\u8bd1\u5458\u3002\u4ed6\u6ca1\u6cd5\u53ea\u51ed\u4f60\u7684\u6700\u540e\u4e00\u53e5\u8bdd\u5c31\u5f00\u53e3\uff0c\u800c\u5fc5\u987b\u59cb\u7ec8\u63e3\u7740\u4f60\u5148\u524d\u8bf4\u8fc7\u7684\u4e00\u5207——\u53ea\u6709\u8bb0\u7740\u90a3\u4e9b\u94fa\u57ab\uff0c\u4ed6\u624d\u80fd\u542c\u61c2\u6b64\u523b\u8fd9\u53e5\u8bdd\u771f\u6b63\u7684\u6307\u5411\u3002\u4f60\u8bf4\u5f97\u8d8a\u4e45\uff0c\u4ed6\u8981\u8bb0\u5fc6\u7684\u5c31\u8d8a\u591a\u3002<\/p>\n

\u4e3a\u4e86\u4e0d\u5728\u6bcf\u4e2a\u5b57\u4e0a\u90fd\u4ece\u5934\u91cd\u7b97\uff08\u90a3\u4f1a\u6162\u5230\u6ca1\u6cd5\u7528\uff09\uff0c\u6a21\u578b\u4f1a\u628a\u5df2\u7ecf\u7b97\u8fc7\u7684\u4e2d\u95f4\u7ed3\u679c\u6682\u5b58\u8d77\u6765\u3002\u8fd9\u4efd\u5b58\u6863\u53eb KV \u7f13\u5b58\uff08Key-Value Cache\uff0c\u53ef\u7406\u89e3\u4e3a\u6a21\u578b\u7684\u77ed\u671f\u8bb0\u5fc6\uff09\u3002<\/p>\n

\u9ebb\u70e6\u5728\u4e8e\uff0c\u5b83\u4f1a\u968f\u7740\u5bf9\u8bdd\u53d8\u957f\u800c\u75af\u72c2\u81a8\u80c0\u3002<\/p>\n

\u4e3e\u4e2a\u5177\u4f53\u7684\u6570\uff1a\u6309\u67d0\u4e00\u7c7b\u6807\u51c6\u7ed3\u6784\u4f30\u7b97\uff0c\u5904\u7406\u7ea6\u5341\u4e8c\u4e07\u5b57\u7684\u4e0a\u4e0b\u6587\uff0c\u5149\u8fd9\u4efd\u8bb0\u6027\u5c31\u53ef\u80fd\u5403\u6389 488GB \u7684\u9ad8\u5e26\u5bbd\u663e\u5b58\u3002\u800c\u82f1\u4f1f\u8fbe\u5373\u5c06\u4ea4\u4ed8\u7684\u90a3\u9897\u9876\u7ea7 Rubin GPU\uff0c\u5355\u5361\u663e\u5b58\u662f 288GB\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5149\u5b58\u8fd9\u4e00\u4efd\u8bb0\u6027\uff0c\u5c31\u8981\u5360\u6ee1\u5c06\u8fd1\u4e00\u9897\u534a\u3001\u751a\u81f3\u63a5\u8fd1\u4e24\u9897\u6700\u5148\u8fdb GPU \u7684\u5168\u90e8\u663e\u5b58——\u8fd9\u65f6\u6a21\u578b\u8fd8\u6ca1\u771f\u6b63\u5f00\u59cb\u5e72\u6d3b\u3002<\/p>\n

\u518d\u8bf4\u8eab\u4f53\u3002\u6a21\u578b\u7684“\u8eab\u4f53”\uff0c\u6307\u5b83\u7684\u53c2\u6570\u6743\u91cd\uff0c\u53ef\u4ee5\u7c97\u7565\u7406\u89e3\u4e3a\u5b83\u5168\u90e8\u77e5\u8bc6\u4e0e\u80fd\u529b\u7684\u8f7d\u4f53\u3002\u80fd\u529b\u8d8a\u5f3a\uff0c\u8eab\u4f53\u5f80\u5f80\u8d8a\u5e9e\u5927\uff0c\u52a8\u8f84\u4e0a\u5343\u4ebf\u3001\u4e0a\u4e07\u4ebf\u4e2a\u53c2\u6570\u3002<\/p>\n

\u4f20\u7edf\u7684\u7a20\u5bc6\u6a21\u578b\uff08Dense Model\uff0c\u6307\u5904\u7406\u4efb\u4f55\u8f93\u5165\u90fd\u8981\u52a8\u7528\u5168\u90e8\u53c2\u6570\u7684\u6a21\u578b\uff09\u6709\u4e2a\u6bdb\u75c5\uff1a\u4f60\u4e0d\u7ba1\u95ee\u5b83\u4ec0\u4e48\uff0c\u5b83\u90fd\u5f97\u628a\u6574\u4e2a\u8eab\u4f53\u8c03\u52a8\u4e00\u904d\u3002\u8fd9\u5c31\u597d\u6bd4\u4f60\u53bb\u4e00\u5bb6\u533b\u9662\u53ea\u60f3\u770b\u4e2a\u7259\uff0c\u7ed3\u679c\u5168\u9662\u6240\u6709\u79d1\u5ba4\u7684\u533b\u751f\u90fd\u88ab\u53eb\u6765\uff0c\u56f4\u7740\u4f60\u4ece\u5934\u5230\u811a\u68c0\u67e5\u4e00\u8f6e\uff0c\u6700\u540e\u624d\u8f6e\u5230\u7259\u79d1\u3002\u8352\u5510\uff0c\u4f46\u8d39\u7528\u7167\u5355\u5168\u6536\u3002<\/p>\n

\u8fd9\u526f\u5e9e\u5927\u7684\u8eab\u4f53\uff0c\u540c\u6837\u5f97\u5e38\u9a7b\u5728\u6602\u8d35\u7684\u9ad8\u5e26\u5bbd\u663e\u5b58\u91cc\u968f\u65f6\u5f85\u547d\u3002<\/p>\n

\u8bb0\u6027\u548c\u8eab\u4f53\uff0c\u8fd9\u4e24\u4e2a\u6cb9\u8001\u864e\uff0c\u628a\u6574\u4e2a\u786c\u4ef6\u4f53\u7cfb\u7684\u4ef7\u503c\u5206\u914d\uff0c\u6b7b\u6b7b\u538b\u5728\u90a3\u90e8\u5206\u6700\u8d35\u3001\u6700\u7a00\u7f3a\u3001\u6700\u53d7\u5236\u4e8e\u4eba\u7684\u786c\u4ef6\u4e0a\u3002\u800c\u8fc7\u53bb\u5341\u51e0\u5e74\uff0c\u884c\u4e1a\u7684\u5bf9\u7b56\u6734\u7d20\u800c\u7c97\u66b4\uff1a\u7b97\u529b\u4e0d\u591f\u5c31\u5806\uff0c\u663e\u5b58\u4e0d\u591f\u5c31\u518d\u5806\u3002\u4e8e\u662f\u4ea7\u4e1a\u7684\u8d22\u5bcc\uff0c\u9ad8\u5ea6\u6de4\u79ef\u5728\u8fd9\u6761\u6700\u5c16\u7aef\u7684\u786c\u4ef6\u94fe\u6761\u4e0a\uff0c\u6700\u80a5\u7684\u5229\u6da6\uff0c\u5361\u5728\u6700\u7a00\u7f3a\u7684\u90a3\u4e00\u73af\u3002<\/p>\n

Token \u7684\u4ef7\u683c\uff0c\u5c31\u8fd9\u6837\u88ab\u4e00\u79cd\u786c\u4ef6\u7684\u7a00\u7f3a\u6027\u7ed1\u67b6\u4e86\u3002\u800cDeepSeek \u7684\u4e09\u5200\uff0c\u6070\u597d\u5200\u5200\u90fd\u5728\u677e\u8fd9\u9053\u7ed1\u3002<\/p>\n

\u7b2c\u4e00\u5200\uff1a\u5728\u5927\u8111\u4e0a\u52a8\u5200<\/h2>\n

\u7b2c\u4e00\u5200\uff0c\u843d\u5728“\u8bb0\u6027”\u4e0a\u3002\u800c\u5b83\u4e0b\u5200\u7684\u4f4d\u7f6e\uff0c\u6070\u6070\u662f\u6574\u53f0\u673a\u5668\u6700\u4e0d\u8be5\u78b0\u3001\u6216\u8bf4\u6700\u6ca1\u4eba\u6562\u78b0\u7684\u5730\u65b9——\u6ce8\u610f\u529b\u673a\u5236\uff08Attention\uff0c\u5927\u6a21\u578b\u7528\u6765\u7406\u89e3\u4e0a\u4e0b\u6587\u5173\u8054\u7684\u6838\u5fc3\u673a\u5236\uff09\u3002<\/p>\n

\u6ce8\u610f\u529b\u673a\u5236\u662f\u5927\u6a21\u578b\u7684\u5927\u8111\u3002\u5b83\u80fd\u8bfb\u61c2\u4e0a\u4e0b\u6587\u3001\u80fd\u5728\u957f\u5bf9\u8bdd\u91cc\u6293\u4f4f\u91cd\u70b9\uff0c\u5168\u9760\u8fd9\u5957\u673a\u5236\u5728\u6bcf\u4e2a\u5b57\u4e4b\u95f4\u53cd\u590d\u6743\u8861\u5173\u8054\u3002\u524d\u9762\u90a3\u4efd\u6602\u8d35\u7684\u8bb0\u6027\uff0c\u6b63\u662f\u8fd9\u9897\u5927\u8111\u6bcf\u4e00\u6b21\u8109\u52a8\u7559\u4e0b\u7684\u4ea7\u7269\u3002<\/p>\n

\u60f3\u7701\u8bb0\u6027\uff0c\u53c8\u6015\u98ce\u9669<\/a>\uff0c\u6240\u4ee5\u51e0\u4e4e\u6240\u6709\u4eba\u90fd\u9009\u62e9\u7ed5\u5f00\u8fd9\u9897\u5927\u8111\uff0c\u53ea\u5728\u5916\u56f4\u52a8\u624b\u3002\u4ece 2019 \u5e74 Transformer \u539f\u4f5c\u8005\u4e4b\u4e00 Noam Shazeer \u63d0\u51fa\u7684\u591a\u67e5\u8be2\u6ce8\u610f\u529b\uff08MQA\uff09\uff0c\u5230 2023 \u5e74\u8c37\u6b4c\u63d0\u51fa\u3001\u88ab Llama \u7b49\u5e7f\u6cdb\u91c7\u7528\u7684\u5206\u7ec4\u67e5\u8be2\u6ce8\u610f\u529b\uff08GQA\uff09\uff0c\u4e3b\u6d41\u8def\u7ebf\u7684\u601d\u8def\u59cb\u7ec8\u662f“\u8ba9\u591a\u4e2a\u67e5\u8be2\u5934\u5171\u7528\u540c\u4e00\u4efd\u8bb0\u5fc6”——\u672c\u8d28\u4e0a\u662f“\u5c11\u8bb0\u51e0\u4efd\u3001\u51d1\u5408\u7528”\u3002\u7701\u5730\u65b9\u7684\u6548\u679c\u60ca\u4eba\uff0c\u4f46\u4ee3\u4ef7\u662f\u6a21\u578b\u8d28\u91cf\u6253\u6298\u3002\u8bf4\u767d\u4e86\uff0c\u8fd9\u6761\u8def\u7ebf\u7684\u5171\u8bc6\u59cb\u7ec8\u662f“\u59a5\u534f”\uff1a\u9ed8\u8ba4\u538b\u7f29\u5fc5\u7136\u635f\u4f24\u8d28\u91cf\uff0c\u53ea\u5728\u635f\u4f24\u591a\u5c11\u4e4b\u95f4\u8ba8\u4ef7\u8fd8\u4ef7\u3002<\/p>\n

DeepSeek \u504f\u4e0d\u59a5\u534f\u3002\u5b83\u9009\u62e9\u76f4\u63a5\u5728\u5927\u8111\u4e0a\u52a8\u5200\uff0c\u6539\u9020\u6ce8\u610f\u529b\u673a\u5236\u672c\u8eab\u3002<\/p>\n

\u5b83\u7684\u65b9\u6848\u53eb\u591a\u5934\u6f5c\u5728\u6ce8\u610f\u529b\uff08MLA\uff0cMulti-head Latent Attention\uff09\uff0c\u6700\u65e9\u51fa\u73b0\u5728 2024 \u5e74\u7684 DeepSeek-V2 \u91cc\u3002\u6253\u4e2a\u6bd4\u65b9\uff1a\u522b\u7684\u6a21\u578b\u8bb0\u7b14\u8bb0\uff0c\u662f\u628a\u6bcf\u4e2a\u7ec6\u8282\u539f\u6837\u8a8a\u6284\uff0c\u5199\u6ee1\u597d\u51e0\u5927\u672c\uff1bMLA \u5219\u5148\u628a\u7b14\u8bb0\u63d0\u70bc\u6210\u4e00\u4efd\u9ad8\u5ea6\u6d53\u7f29\u7684\u6458\u8981\uff0c\u53ea\u5b58\u6458\u8981\uff0c\u7528\u65f6\u518d\u636e\u6458\u8981\u628a\u7ec6\u8282\u7cbe\u51c6\u8fd8\u539f\u3002\u672f\u8bed\u4e0a\u8fd9\u53eb“\u4f4e\u79e9\u538b\u7f29”——\u628a\u90a3\u4e9b\u770b\u4f3c\u5e9e\u6742\u3001\u5b9e\u5219\u9ad8\u5ea6\u5197\u4f59\u7684\u8bb0\u5fc6\uff0c\u6295\u5f71\u8fdb\u4e00\u4e2a\u7d27\u51d1\u5f97\u591a\u7684\u7a7a\u95f4\u91cc\u5b58\u653e\u3002<\/p>\n

\u6548\u679c\u6709\u591a\u60ca\u4eba\uff1fDeepSeek-V2 \u8bba\u6587\u7ed9\u51fa\u7684\u7ed3\u679c\u662f\uff0c\u76f8\u6bd4\u4e0a\u4e00\u4ee3\u540c\u95e8\u6a21\u578b\uff0cV2 \u5728\u80fd\u529b\u66f4\u5f3a\u7684\u540c\u65f6\uff0c\u8bad\u7ec3\u6210\u672c\u964d\u4f4e 42.5%\uff0cKV Cache \u51cf\u5c11 93.3%\uff0c\u6700\u5927\u751f\u6210\u541e\u5410\u63d0\u5347\u5230 5.76 \u500d\u3002\u524d\u9762\u90a3\u4e2a\u5403\u6389 488GB \u7684\u4f8b\u5b50\uff0c\u6362\u6210\u8fd9\u4e00\u8def\u7ebf\uff0c\u5c31\u53ef\u80fd\u88ab\u538b\u5230\u51e0\u4e2a GB \u7684\u91cf\u7ea7\u3002<\/p>\n

\u4f46\u771f\u6b63\u725b\u7684\uff0c\u4e0d\u662f\u7701\u4e86\u591a\u5c11\uff0c\u800c\u662f\u5b83\u51e0\u4e4e\u6ca1\u4ed8\u7ec6\u8282\u635f\u5931\u7684\u4ee3\u4ef7\u3002<\/p>\n

\u6309\u5e38\u7406\uff0c\u628a\u4e00\u672c\u4e66\u538b\u6210\u4e00\u9875\u6458\u8981\uff0c\u518d\u600e\u4e48\u8fd8\u539f\u4e5f\u627e\u4e0d\u56de\u6240\u6709\u7ec6\u8282\u4e86\u3002\u53ef\u5728 DeepSeek \u516c\u5e03\u7684\u5b9e\u9a8c\u91cc\uff0c\u8fd9\u4efd\u538b\u7f29\u7248\u7684\u8bb0\u5fc6\uff0c\u6548\u679c\u4e0d\u4ec5\u6ca1\u8f93\u7ed9“\u8a8a\u6284\u5168\u672c”\u7684\u6807\u51c6\u6ce8\u610f\u529b\uff0c\u67d0\u4e9b\u60c5\u51b5\u4e0b\u8fd8\u7565\u597d\u4e00\u70b9\u3002<\/p>\n

\u5230 V4\uff0c\u8fd9\u6761\u8def\u7ebf\u53c8\u88ab\u63a8\u5411\u4e86\u66f4\u6781\u7aef\u7684\u957f\u4e0a\u4e0b\u6587\u573a\u666f\uff1aV4-Pro \u91c7\u7528\u6df7\u5408\u6ce8\u610f\u529b\u67b6\u6784\uff0c\u5728 100 \u4e07 Token \u4e0a\u4e0b\u6587\u8bbe\u5b9a\u4e0b\uff0c\u76f8\u6bd4\u4e0a\u4e00\u4ee3\u53ea\u9700\u8981 27% \u7684\u63a8\u7406\u7b97\u529b\u548c 10% \u7684\u7f13\u5b58\u5360\u7528\u3002<\/p>\n

\u8981\u4f53\u4f1a\u8fd9\u6709\u591a\u96be\uff0c\u5f97\u77e5\u9053\u8fd9\u662f\u5728\u4e00\u67b6\u98de\u884c\u4e2d\u7684\u98de\u673a\u4e0a\u52a8\u624b\u672f\u3002\u6539\u6ce8\u610f\u529b\u673a\u5236\uff0c\u610f\u5473\u7740\u8981\u91cd\u5199\u6a21\u578b\u6700\u5e95\u5c42\u7684\u8ba1\u7b97\u903b\u8f91\u3001\u91cd\u65b0\u8bad\u7ec3\u6574\u4e2a\u6a21\u578b\u3001\u91cd\u505a\u652f\u6491\u5b83\u8fd0\u884c\u7684\u6574\u5957\u670d\u52a1\u7cfb\u7edf\u3002\u4efb\u4e00\u73af\u51fa\u9519\uff0c\u667a\u80fd\u5c31\u5d29\u4e86\u3002\u8fd9\u4e0d\u662f\u7ed9\u8f6e\u80ce\u6362\u4e2a\u6c14\u5634\uff0c\u662f\u5f00\u9885\u624b\u672f\u3002<\/p>\n

\u800c DeepSeek \u505a\u5230\u4e86\uff0c\u8ba9 AI \u5728\u672f\u540e\u6bd4\u672f\u524d\u8fd8\u5065\u5eb7\u3002<\/p>\n

\u7b2c\u4e8c\u5200\u4e0e\u7b2c\u4e09\u5200\uff1a\u7ed9\u673a\u5668\u88c5\u4e0a\u7f16\u53f7\u7684\u50a8\u7269\u67dc<\/h2>\n

\u7b2c\u4e00\u5200\u964d\u4f0f\u4e86\u8bb0\u6027\u3002\u7b2c\u4e8c\u5200\uff0c\u5bf9\u4ed8\u90a3\u4e2a\u5e9e\u5927\u7684“\u8eab\u4f53”\u3002<\/p>\n

\u8fd9\u4e00\u5200\u7684\u601d\u8def\uff0cDeepSeek \u4e0d\u662f\u9996\u521b\uff0c\u800c\u662f\u63a5\u7eed\u4e86\u4e00\u6761\u6e05\u6670\u7684\u8001\u8def\uff1a\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\uff0c\u6307\u628a\u6a21\u578b\u62c6\u6210\u8bb8\u591a“\u4e13\u5bb6”\u3001\u6bcf\u6b21\u53ea\u8c03\u7528\u5176\u4e2d\u5c11\u6570\u51e0\u4e2a\u7684\u7ed3\u6784\u3002<\/p>\n

\u8fd9\u4e2a\u6982\u5ff5 1991 \u5e74\u5c31\u6709\u4e86\uff0c2017 \u5e74\u7531 Shazeer \u7b49\u4eba\u5f15\u5165\u795e\u7ecf\u7f51\u7edc\uff0c\u968f\u540e\u8c37\u6b4c\u7684 GShard\u3001Switch Transformer \u628a\u5b83\u642c\u8fdb Transformer\uff1b\u771f\u6b63\u8ba9\u5b83\u51fa\u5708\u7684\uff0c\u662f 2023 \u5e74\u5e95\u6cd5\u56fd Mistral \u516c\u53f8\u90a3\u4e2a\u53ea\u7529\u4e86\u4e2a\u79cd\u5b50\u94fe\u63a5\u5c31\u53d1\u5e03\u7684 Mixtral 8x7B——\u603b\u53c2\u6570\u7ea6 467 \u4ebf\uff0c\u4f46\u5904\u7406\u6bcf\u4e2a\u5b57\u65f6\u53ea\u6fc0\u6d3b\u7ea6 129 \u4ebf\u3002<\/p>\n

\u56de\u5230\u90a3\u5bb6“\u770b\u7259\u5374\u60ca\u52a8\u5168\u9662”\u7684\u533b\u9662\u3002MoE\u505a\u7684\uff0c\u5c31\u662f\u628a\u5b83\u6539\u9020\u6210\u4e00\u5bb6\u5206\u79d1\u660e\u786e\u7684\u533b\u9662\uff1a\u4f60\u6765\u770b\u7259\uff0c\u524d\u53f0\u76f4\u63a5\u628a\u4f60\u5f15\u5230\u53e3\u8154\u79d1\uff0c\u5176\u4f59\u79d1\u5ba4\u7684\u533b\u751f\u8be5\u5e72\u561b\u5e72\u561b\u3002\u533b\u9662\u7684\u603b\u4eba\u6570\u7167\u6837\u5e9e\u5927\uff0c\u53c2\u6570\u603b\u91cf\u53ef\u4ee5\u4e0a\u5343\u4ebf\u3001\u6570\u5343\u4ebf\uff0c\u4f46\u6bcf\u6b21\u771f\u6b63\u51fa\u52a8\u7684\uff0c\u53ea\u662f\u5176\u4e2d\u5f88\u5c0f\u4e00\u90e8\u5206\u3002<\/p>\n

DeepSeek \u5728 V3 \u91cc\u628a\u8fd9\u6761\u8def\u7ebf\u63a8\u5230\u4e86\u76f8\u5f53\u6fc0\u8fdb\u7684\u89c4\u6a21\uff0c\u5230 V4 \u65f6\u4ee3\u66f4\u5938\u5f20——V4-Pro \u662f 1.6 \u4e07\u4ebf\u603b\u53c2\u6570\u3001490 \u4ebf\u6fc0\u6d3b\u53c2\u6570\uff1bV4-Flash \u662f 2840 \u4ebf\u603b\u53c2\u6570\u3001130 \u4ebf\u6fc0\u6d3b\u53c2\u6570\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u6a21\u578b\u7684“\u603b\u8eab\u4f53”\u7ee7\u7eed\u53d8\u5927\uff0c\u4f46\u6bcf\u4e00\u6b65\u771f\u6b63\u52a8\u8d77\u6765\u7684\u90e8\u5206\uff0c\u4ecd\u7136\u88ab\u538b\u5728\u5f88\u5c0f\u7684\u4e00\u5757\u3002<\/p>\n

\u4f46\u7b2c\u4e8c\u5200\u771f\u6b63\u7684\u5de7\u601d\uff0c\u4e0d\u6b62\u4e8e“\u5c11\u51fa\u52a8\u51e0\u4e2a\u533b\u751f”\u3002\u5b83\u987a\u52bf\u6539\u9020\u4e86\u6a21\u578b\u5b58\u53d6\u8fd9\u4e9b“\u8eab\u4f53”\u7684\u65b9\u5f0f\u3002<\/p>\n

\u8fd9\u91cc\u53ef\u4ee5\u6362\u4e00\u4e2a\u66f4\u8d34\u5207\u7684\u753b\u9762\u3002\u8fc7\u53bb\u7684\u5927\u6a21\u578b\uff0c\u50cf\u4e00\u4e2a\u5de8\u5927\u5374\u6beb\u65e0\u7ae0\u6cd5\u7684\u50a8\u7269\u95f4\uff1a\u4e1c\u897f\u5168\u5806\u5728\u4e00\u8d77\uff0c\u6bcf\u6b21\u54ea\u6015\u53ea\u60f3\u53d6\u4e00\u6837\uff0c\u90fd\u5f97\u62c9\u5f00\u5927\u95e8\uff0c\u4ece\u6700\u5e95\u5c42\u5f00\u59cb\uff0c\u628a\u6240\u6709\u4e1c\u897f\u7ffb\u4e00\u904d\u624d\u627e\u5f97\u5230\u3002\u4e3a\u4e86\u8ba9\u8fd9\u79cd\u7ffb\u627e\u8db3\u591f\u5feb\u4ee5\u5e94\u4ed8\u76c8\u95e8\u7684\u987e\u5ba2\uff0c\u4f60\u53ea\u80fd\u628a\u6574\u4e2a\u50a8\u7269\u95f4\u90fd\u642c\u8fdb\u6700\u8d35\u7684“\u5e02\u4e2d\u5fc3\u94fa\u9762”——\u4e5f\u5c31\u662f\u9ad8\u5e26\u5bbd\u663e\u5b58\u91cc\u3002<\/p>\n

DeepSeek \u628a\u8fd9\u4e2a\u50a8\u7269\u95f4\uff0c\u6539\u9020\u6210\u4e86\u4e00\u4e2a\u6709\u4e0a\u4e07\u4e2a\u683c\u5b50\u3001\u6bcf\u4e2a\u683c\u5b50\u90fd\u7f16\u4e86\u53f7\u7684\u67dc\u5b50\u3002\u60f3\u7528\u54ea\u6837\u4e1c\u897f\uff0c\u6309\u7f16\u53f7\u76f4\u63a5\u62c9\u5f00\u5bf9\u5e94\u7684\u90a3\u4e2a\u683c\u5b50\u5c31\u884c\uff0c\u7edd\u4e0d\u53bb\u78b0\u5176\u4f59\u7684\u3002\u8fd9\u610f\u5473\u7740\uff0c\u4f60\u518d\u4e5f\u4e0d\u9700\u8981\u628a\u6574\u67dc\u4e1c\u897f\u90fd\u5806\u5728\u6700\u8d35\u7684\u94fa\u9762\u91cc\u4e86\u3002\u7edd\u5927\u591a\u6570\u6682\u65f6\u7528\u4e0d\u4e0a\u7684\u683c\u5b50\uff0c\u5b8c\u5168\u53ef\u4ee5\u653e\u8fdb\u4fbf\u5b9c\u5f97\u591a\u7684\u666e\u901a\u5185\u5b58\uff08LPDDR\uff09\uff0c\u751a\u81f3\u66f4\u4fbf\u5b9c\u7684\u56fa\u6001\u786c\u76d8\u91cc\uff0c\u8981\u7528\u65f6\u518d\u5feb\u901f\u8c03\u51fa\u90a3\u4e00\u683c\u3002\u56f4\u7ed5\u8fd9\u7c7b\u5378\u8f7d\u4e0e\u6d41\u5f0f\u52a0\u8f7d\uff0cDeepSeek \u751f\u6001\u548c SGLang \u7b49\u5f00\u6e90\u63a8\u7406\u7cfb\u7edf\u90fd\u5728\u6301\u7eed\u63a2\u7d22\u3002<\/p>\n

\u5230\u8fd9\u91cc\uff0c\u4e09\u5200\u91cc\u5934\u4e24\u5200\u7684\u534f\u540c\u5c31\u51fa\u6765\u4e86\uff1a\u7b2c\u4e00\u5200\u628a“\u8bb0\u6027”\u538b\u5c0f\uff0c\u7b2c\u4e8c\u5200\u7ed9“\u8eab\u4f53”\u7f16\u4e0a\u53f7\u3001\u53ea\u53d6\u8be5\u53d6\u7684\u90a3\u4e00\u683c\u3002\u4e24\u5200\u5408\u8d77\u6765\uff0c\u8fd9\u53f0\u673a\u5668\u5728\u4efb\u4e00\u65f6\u523b\uff0c\u771f\u6b63\u9700\u8981\u5360\u7528\u6700\u8d35\u663e\u5b58\u7684\u90e8\u5206\uff0c\u90fd\u88ab\u538b\u5230\u4e86\u6781\u4f4e\u3002<\/p>\n

\u7b2c\u4e09\u5200\uff0c\u5219\u628a\u8fd9\u5957“\u6309\u7f16\u53f7\u53d6\u7528”\u7684\u903b\u8f91\u63a8\u5230\u4e86\u6781\u81f4\uff1a\u8fde“\u8fd0\u7b97”\u8fd9\u4e2a\u52a8\u4f5c\uff0c\u80fd\u7701\u5219\u7701\u3002\u6709\u4e9b\u8ba1\u7b97\u7ed3\u679c\uff0c\u5176\u5b9e\u53ef\u4ee5\u63d0\u524d\u7b97\u597d\u3001\u5f53\u6210\u4e00\u4e2a\u4e2a\u7f16\u4e86\u53f7\u7684\u683c\u5b50\u5b58\u8d77\u6765\uff0c\u7528\u65f6\u76f4\u63a5\u53d6\uff0c\u800c\u4e0d\u5fc5\u6bcf\u6b21\u91cd\u7b97\u3002\u5c31\u50cf\u80cc\u719f\u4e58\u6cd5\u53e3\u8bc0\u7684\u4eba\uff0c\u4e0d\u4f1a\u6bcf\u6b21\u63b0\u624b\u6307\u7b97\u4e03\u4e58\u516b\uff0c\u800c\u662f\u5f20\u53e3\u62a5\u4e94\u5341\u516d\u3002\u8fd9\u7b49\u4e8e\u7528\u6210\u672c\u6781\u4f4e\u7684“\u67e5\u53d6”\uff08\u5185\u5b58\u8bfb\u53d6\uff09\uff0c\u9876\u66ff\u6210\u672c\u6781\u9ad8\u7684“\u786c\u7b97”\uff08\u82af\u7247\u8fd0\u7b97\uff09\u3002<\/p>\n

\u5728 V4 \u91cc\uff0c\u8fd9\u4e00\u5200\u6709\u4e86\u66f4\u76f4\u63a5\u7684\u5546\u4e1a\u5316\u8868\u8fbe\uff1a\u7f13\u5b58\u547d\u4e2d\u4ef7\u88ab\u538b\u5f97\u6781\u4f4e\uff0c\u957f\u4e0a\u4e0b\u6587\u590d\u7528\u88ab\u76f4\u63a5\u5199\u8fdb\u4ef7\u683c\u4f53\u7cfb——\u91cd\u590d\u8ba1\u7b97\u4e0d\u53ea\u662f\u6280\u672f\u4e0a\u53ef\u4ee5\u7701\uff0c\u5546\u4e1a\u4e0a\u4e5f\u88ab\u9f13\u52b1\u53bb\u7701\u3002<\/p>\n

\u4e09\u5200\u8fde\u8d77\u6765\u770b\uff0c\u5b83\u4eec\u4e0d\u662f\u4e09\u4ef6\u5b64\u7acb\u7684\u4e8b\uff0c\u800c\u662f\u540c\u4e00\u5957\u903b\u8f91\u7684\u5c42\u5c42\u9012\u8fdb\uff1a\u628a\u4e00\u4e2a\u975e\u7ffb\u4e0d\u53ef\u7684\u70c2\u644a\u5b50\uff0c\u6539\u9020\u6210\u4e00\u4e2a\u4e8b\u4e8b\u90fd\u80fd\u6309\u7f16\u53f7\u7cbe\u51c6\u53d6\u7528\u7684\u7cfb\u7edf\u3002\u8bb0\u6027\u538b\u5230\u6700\u5c0f\uff0c\u8eab\u4f53\u53ea\u5524\u9192\u8be5\u5524\u9192\u7684\uff0c\u8fd0\u7b97\u80fd\u67e5\u8868\u5c31\u4e0d\u91cd\u7b97\u3002\u6bcf\u4e00\u5200\u90fd\u8ba9\u8fd9\u53f0\u673a\u5668\u5bf9\u6700\u8d35\u786c\u4ef6\u7684\u5360\u7528\u66f4\u5c0f\u4e00\u70b9\uff0c\u4e09\u5200\u53e0\u5728\u4e00\u8d77\uff0c\u5b83\u8dd1\u540c\u6837\u7684\u6d3b\uff0c\u5bf9\u6700\u5c16\u7aef\u786c\u4ef6\u7684\u6d88\u8017\uff0c\u5c31\u53ea\u6709\u4ece\u524d\u7684\u96f6\u5934\u3002<\/p>\n

<\/h2>\n

\u4fbf\u5b9c\u5230\u4ec0\u4e48\u7a0b\u5ea6<\/h2>\n

2026 \u5e74 5 \u6708\uff0cDeepSeek \u5ba3\u5e03\u5c06 V4-Pro \u6b64\u524d 75% \u7684\u6298\u6263\u4ef7\u8f6c\u4e3a\u957f\u671f\u4ef7\u683c\uff0c\u628a\u7f13\u5b58\u547d\u4e2d\u3001\u7f13\u5b58\u672a\u547d\u4e2d\u3001\u8f93\u51fa Token \u7684\u4ef7\u683c\u62c9\u5f00\u4e86\u5de8\u5927\u5dee\u8ddd\u3002\u7f13\u5b58\u547d\u4e2d\u4ef7\u4e4b\u6240\u4ee5\u91cd\u8981\uff0c\u662f\u56e0\u4e3a\u5b83\u628a DeepSeek \u7684\u7b2c\u4e09\u5200\u76f4\u63a5\u53d8\u6210\u4e86\u5546\u4e1a\u89c4\u5219\uff1a\u7b97\u8fc7\u7684\u4e0a\u4e0b\u6587\uff0c\u4e0d\u8be5\u4e00\u904d\u904d\u6309“\u65b0\u6d3b”\u6536\u8d39\u3002<\/p>\n

\u653e\u5230\u771f\u5b9e\u8d26\u5355\u91cc\u5bf9\u6bd4\uff0c\u843d\u5dee\u624d\u5177\u4f53\u3002\u6309\u4e00\u4e2a\u6bcf\u6708\u8dd1\u5341\u4ebf token \u7684\u4e2d\u7b49\u89c4\u6a21\u5e94\u7528\u7b97\uff0c\u540c\u6837\u7684\u5de5\u4f5c\u91cf\uff1a\u7528 DeepSeek V4-Pro\uff0c\u6708\u8d26\u5355\u7ea6 522 \u7f8e\u5143\uff1b\u6362\u6210 Claude Opus 4.7\uff0c\u7ea6 9000 \u7f8e\u5143\uff1b\u6362\u6210 GPT-5.5\uff0c\u7ea6 1 \u4e07\u7f8e\u5143\u3002\u5dee\u8ddd\u662f\u5341\u4e03\u5230\u5341\u4e5d\u500d\u3002<\/p>\n

\u518d\u770b\u4e00\u4e2a\u6781\u7aef\u4f46\u5e38\u89c1\u7684\u573a\u666f\uff1a\u4e00\u4e2a\u957f\u4e0a\u4e0b\u6587\u7f16\u7a0b\u52a9\u624b\uff0c\u53cd\u590d\u91cd\u8bfb\u4e00\u4efd 10 \u4e07 Token \u7684\u4ee3\u7801\u5e93\u4e00\u767e\u6b21\u3002\u9760\u7740\u4fbf\u5b9c\u5230\u51e0\u4e4e\u514d\u8d39\u7684\u7f13\u5b58\u547d\u4e2d\uff0cDeepSeek \u8fd9\u4e00\u8d9f\u53ea\u82b1\u7ea6 0.036 \u7f8e\u5143\uff1b\u540c\u6837\u7684\u6d3b\uff0cGPT-5.5 \u548c Claude Opus 4.7 \u90fd\u8981\u7ea6 5 \u7f8e\u5143——\u5dee\u51fa\u4e00\u767e\u591a\u500d\u3002<\/p>\n

\u8fd9\u4e2a\u4ef7\u683c\u4f4e\u5230\u7206\uff0c\u4f46\u5b83\u4e0d\u662f\u8d54\u672c\u8d5a\u5406\u559d\uff0c\u800c\u662f\u8fd9\u53f0\u6539\u88c5\u8fc7\u7684\u673a\u5668\uff0c\u672c\u5c31\u8dd1\u5f97\u8fd9\u4e48\u7701——\u662f\u4e2d\u56fd\u4eba\u9760\u5de5\u7a0b\u4e00\u70b9\u70b9\u62a0\u51fa\u6765\u7684\u6210\u672c\u3002\u4e24\u5e74\u524d\u6881\u6587\u950b\u8c08\u5b9a\u4ef7\u65f6\u8bf4\u8fc7\uff0c\u539f\u5219\u662f“\u4e0d\u8d34\u94b1\uff0c\u4e5f\u4e0d\u8d5a\u53d6\u66b4\u5229”\u3002\u5176\u5b9e\u5e94\u8be5\u8fd9\u4e48\u7406\u89e3\uff1a\u5f53\u4f60\u7684\u6210\u672c\u7ed3\u6784\u548c\u522b\u4eba\u6839\u672c\u4e0d\u5728\u540c\u4e00\u6761\u7ebf\u4e0a\uff0c\u4f60\u7684\u5b9a\u4ef7\u81ea\u7136\u4e5f\u4e0d\u5728\u540c\u4e00\u4e2a\u533a\u95f4\u3002<\/p>\n

\u5f53\u7136\uff0c\u8fd9\u573a\u6539\u88c5\u5e76\u975e\u7a33\u8d5a\u4e0d\u8d54\u3002\u6bd4\u5982\u628a\u8d1f\u8f7d\u632a\u5230\u4fbf\u5b9c\u5185\u5b58\u548c\u786c\u76d8\uff0c\u5df2\u6709\u7814\u7a76\u6307\u51fa\uff0c\u9891\u7e41\u642c\u8fd0\u53ef\u80fd\u5728\u8017\u7535\u3001\u5ef6\u8fdf\u548c\u8c03\u5ea6\u590d\u6742\u5ea6\u4e0a\u5403\u4e8f\u3002\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u6bcf\u751f\u6210\u4e00\u4e2a\u5b57\u7684\u7cfb\u7edf\u603b\u6210\u672c\u672a\u5fc5\u66f4\u4f4e\uff0c\u9664\u975e\u786c\u4ef6\u3001\u8f6f\u4ef6\u6808\u548c\u5b58\u50a8\u4ecb\u8d28\u90fd\u8fdb\u4e00\u6b65\u4f18\u5316\u3002\u6240\u4ee5\u8fd9\u4e09\u5200\u662f\u4e00\u95e8\u706b\u5019\u6781\u96be\u62ff\u634f\u7684\u6743\u8861\uff0c\u4e0d\u662f\u65e0\u8111\u7701\u94b1\u3002\u4f46\u65b9\u5411\u662f\u786e\u5b9a\u7684\uff1a\u7528\u4fbf\u5b9c\u7684\u3001\u81ea\u5df1\u66f4\u5bb9\u6613\u83b7\u5f97\u7684\u8d44\u6e90<\/a>\uff0c\u53bb\u66ff\u6362\u90a3\u4e2a\u6700\u8d35\u3001\u6700\u88ab\u6390\u4f4f\u5589\u5499\u7684\u8d44\u6e90\u3002<\/p>\n

\u628a“\u4e00\u4e07\u4ebf”\u7b97\u6210\u4e00\u7b14\u770b\u5f97\u89c1\u7684\u8d26<\/h2>\n

\u8bf4\u4e86\u8fd9\u4e48\u591a“\u7701”\uff0c\u4e0d\u59a8\u628a\u5b83\u6362\u6210\u4e00\u4e2a\u66f4\u76f4\u89c2\u7684\u753b\u9762\uff1a\u5c11\u5efa\u591a\u5c11\u5ea7\u667a\u7b97\u4e2d\u5fc3\uff1f<\/p>\n

\u5148\u770b Token \u6d41\u91cf\u3002\u56fd\u5bb6\u53e3\u5f84\u662f\uff0c\u5230 2026 \u5e74 3 \u6708\uff0c\u4e2d\u56fd\u65e5\u5747 Token \u8c03\u7528\u91cf\u5df2\u7ecf\u8d85\u8fc7 140 \u4e07\u4ebf\uff0c\u76f8\u6bd4 2024 \u5e74\u521d\u589e\u957f\u4e86\u4e00\u5343\u591a\u500d\u3002\u4ea7\u4e1a\u53e3\u5f84\u4e0a\uff0c\u5355\u662f\u8c46\u5305\u5927\u6a21\u578b\uff0c\u540c\u6708\u65e5\u5747\u4f7f\u7528\u91cf\u4e5f\u7a81\u7834\u4e86 120 \u4e07\u4ebf\u3002\u7edf\u8ba1\u8fb9\u754c\u867d\u4e0d\u76f8\u540c\uff0c\u4f46\u5b83\u4eec\u5171\u540c\u8bf4\u660e\u4e00\u4ef6\u4e8b\uff1a\u4e2d\u56fd AI \u7684 Token \u6d88\u8017\uff0c\u5df2\u7ecf\u8fdb\u5165\u767e\u4e07\u4ebf\u7ea7\u65e5\u5e38\u8fd0\u884c\uff0c\u5e76\u6b63\u5728\u5411\u5343\u4e07\u4ebf\u7ea7\u5feb\u901f\u63a8\u8fdb\u3002\u6240\u4ee5\uff0c500 \u4e07\u4ebf Token\/\u65e5\uff0c\u53ef\u4ee5\u770b\u4f5c\u4e0d\u8fdc\u7684\u4e0b\u4e00\u7ad9\uff1b\u800c 5000 \u4e07\u4ebf Token\/\u65e5\uff0c\u5219\u662f\u667a\u80fd\u4f53\u3001\u591a\u6a21\u6001\u3001\u4ee3\u7801\u751f\u6210\u5168\u9762\u94fa\u5f00\u540e\u7684\u9ad8\u6d41\u91cf\u60c5\u666f\u3002<\/p>\n

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\u800c\u6309 DeepSeek V4 \u7684\u6548\u7387\u63d0\u5347\u6765\u7b97\uff0c\u81f3\u5c11\u5728\u5b83\u64c5\u957f\u7684\u957f\u4e0a\u4e0b\u6587\u573a\u666f\u91cc\uff0c\u7ed9\u51fa\u7684\u53d8\u5316\u5df2\u7ecf\u4e0d\u662f\u767e\u5206\u4e4b\u5341\u51e0\u7684\u4f18\u5316\uff0c\u800c\u662f\u6570\u500d\u7ea7\u522b\u7684\u786c\u4ef6\u6548\u7387\u63d0\u5347\u3002\u6211\u4eec\u4e0d\u53d6\u6700\u6fc0\u8fdb\u7684\u53e3\u5f84\uff0c\u800c\u662f\u53d6\u4e00\u4e2a\u66f4\u4fdd\u5b88\u3001\u66f4\u5bb9\u6613\u7406\u89e3\u7684\u5047\u8bbe\uff1aV4 \u8fd9\u5957\u4e09\u677f\u65a7\uff0c\u8ba9\u540c\u6837\u4e00\u6279\u786c\u4ef6\u7684\u6709\u6548 Token \u541e\u5410\u63d0\u5347 4 \u500d\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u539f\u6765\u8981 4 \u5ea7\u4e2d\u5fc3\u5e72\u7684\u6d3b\uff0c\u73b0\u5728 1 \u5ea7\u591f\u4e86\uff0c\u4e2d\u95f4\u5c11\u6389 3 \u5ea7\uff0c\u7b49\u4e8e\u8282\u7701 75% \u7684\u7b49\u6548\u786c\u4ef6\u6295\u8d44\u3002<\/p>\n

\u6ce8\u610f\uff0cDeepSeek \u4e0d\u662f\u7b80\u5355\u5c11\u7528\u5b58\u50a8\u3002\u6070\u6070\u76f8\u53cd\uff0c\u5b83\u662f\u5728\u5584\u7528\u5b58\u50a8——\u7528\u538b\u7f29\u6ce8\u610f\u529b\u3001\u6309\u9700\u6fc0\u6d3b\u3001\u7f13\u5b58\u547d\u4e2d\u548c\u63a8\u7406\u8c03\u5ea6\uff0c\u628a\u6700\u8d35\u7684 GPU \u4e0e\u663e\u5b58\u65f6\u95f4\u7528\u5f97\u66f4\u72e0\u3002\u771f\u6b63\u88ab\u7701\u6389\u7684\uff0c\u662f\u540c\u7b49 Token \u541e\u5410\u4e0b\uff0c\u672c\u6765\u8fd8\u8981\u989d\u5916\u8d2d\u4e70\u7684\u90a3\u90e8\u5206\u786c\u4ef6\u3002<\/p>\n

\u90a3\u4e48\uff0c\u4e00\u4e07\u4ebf\u7f8e\u5143\u5bf9\u5e94\u4ec0\u4e48\uff1f1 \u4e07\u4ebf\u7f8e\u5143\u7ea6\u7b49\u4e8e 7 \u4e07\u4ebf\u5143\u4eba\u6c11\u5e01<\/a>\u3002\u6309\u6bcf\u5ea7\u5343\u5361\u7ea7\u63a8\u7406\u4e2d\u5fc3 2 \u4ebf\u5143\u8ba1\u7b97\uff0c7 \u4e07\u4ebf\u5143\u76f8\u5f53\u4e8e 3.5 \u4e07\u5ea7\u8fd9\u6837\u7684\u4e2d\u5fc3\u3002\u5982\u679c V4 \u8def\u7ebf\u5e26\u6765 4 \u500d\u6709\u6548\u541e\u5410\u63d0\u5347\uff0c\u8981\u5c11\u5efa 3.5 \u4e07\u5ea7\u8fd9\u6837\u7684\u7b49\u6548\u4e2d\u5fc3\uff0c\u5bf9\u5e94\u7684\u65e5\u5747 Token \u6d41\u91cf\uff0c\u5927\u7ea6\u5c31\u662f 5000 \u4e07\u4ebf\u3002<\/p>\n

\u8fd9\u5c31\u662f\u672c\u6587\u6240\u8bf4\u7684“\u4e00\u4e07\u4ebf\u7f8e\u5143”\u6240\u5bf9\u5e94\u7684\u4ea7\u4e1a\u56fe\u666f\u3002\u8fd9\u4e0d\u662f\u5de5\u7a0b\u62db\u6807\u4e66\u91cc\u7684\u7cbe\u786e\u6838\u7b97\uff0c\u800c\u662f\u4e00\u7b14\u57fa\u7840\u8bbe\u65bd\u91cf\u7ea7\u8d26\uff0c\u5bf9\u5e94\u7684\u4e5f\u662f\u672a\u6765\u6570\u5e74\u3001\u800c\u975e\u5f53\u4e0b\u5c31\u5df2\u5151\u73b0\u7684\u6d41\u91cf\u60c5\u666f\u3002\u5b83\u771f\u6b63\u8981\u8bf4\u660e\u7684\u662f\uff1a\u5728\u4f4e\u8c03\u7528\u91cf\u65f6\u4ee3\uff0c\u6548\u7387\u63d0\u5347\u7701\u4e0b\u7684\u662f\u51e0\u5f20\u5361\u3001\u51e0\u4e2a\u673a\u67dc\uff1b\u5728\u6570\u5343\u4e2a\u4e07\u4ebf Token\/\u65e5\u7684\u65f6\u4ee3\uff0c\u6548\u7387\u63d0\u5347\u7701\u4e0b\u7684\uff0c\u5c31\u662f\u6210\u5343\u4e0a\u4e07\u5ea7\u672c\u8be5\u62d4\u5730\u800c\u8d77\u7684\u667a\u7b97\u4e2d\u5fc3\u3002<\/p>\n

\u6240\u4ee5\uff0cDeepSeek \u771f\u6b63\u6539\u53d8\u7684\u4e0d\u662f\u67d0\u6b21\u8c03\u7528\u7684\u4ef7\u683c\uff0c\u800c\u662f\u672a\u6765 AI \u57fa\u5efa\u7684\u8d26\u672c\u3002<\/p>\n

\u5b83\u9006\u8f6c\u4e86\u4e00\u4e2a\u5371\u9669\u7684\u8d8b\u52bf<\/h2>\n

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\u5f88\u591a\u4eba\u8bef\u4ee5\u4e3a DeepSeek \u662f\u5728“\u987a\u5e94”\u8fd9\u4e2a\u8d8b\u52bf\uff0c\u56e0\u4e3a\u5b83\u4e5f\u5728\u5927\u91cf\u4f7f\u7528\u5185\u5b58\u3002\u6070\u6070\u76f8\u53cd\uff0cDeepSeek \u662f\u5728\u9006\u8f6c\u5b83\u3002\u8001\u529e\u6cd5\u662f\u88ab\u52a8\u5730\u3001\u4f4e\u6548\u5730\u541e\u566c\u786c\u4ef6\uff0c\u628a\u4ef7\u503c\u5012\u6302\u5730\u5806\u5728\u82af\u7247\u4e0a\uff0c\u4efb\u7531\u5185\u5b58\u88ab\u6da8\u4ef7\u6f6e\u63a8\u7740\u8d70\uff1bDeepSeek \u662f\u5148\u7528\u4e09\u5200\u628a\u5bf9\u786c\u4ef6\u7684\u771f\u5b9e\u9700\u6c42\u5927\u5e45\u538b\u4f4e\uff0c\u518d\u628a\u5269\u4e0b\u7684\u5c11\u91cf\u9700\u6c42\uff0c\u7cbe\u660e\u5730\u5206\u914d\u7ed9\u6700\u4fbf\u5b9c\u3001\u6700\u5408\u9002\u7684\u90a3\u4e00\u6863\u5b58\u50a8\u3002\u524d\u8005\u662f“\u88ab\u4ef7\u683c\u63a8\u7740\u8d70”\uff0c\u540e\u8005\u662f“\u5148\u628a\u8d26\u7b97\u660e\u767d\uff0c\u518d\u51b3\u5b9a\u82b1\u5728\u54ea”\u3002<\/p>\n

\u8fd9\u4e2a\u533a\u522b\uff0c\u5bf9\u4e2d\u56fd\u683c\u5916\u91cd\u8981\u3002\u56e0\u4e3a\u5b83\u628a\u6218\u573a\uff0c\u4ece\u4e00\u4e2a\u6211\u4eec\u5904\u4e8e\u52a3\u52bf\u7684\u5730\u65b9\uff0c\u632a\u5230\u4e86\u4e00\u4e2a\u6211\u4eec\u66f4\u6709\u80dc\u7b97\u7684\u5730\u65b9\u3002\u6700\u5c16\u7aef\u7684\u7b97\u529b\u82af\u7247\uff0c\u6211\u4eec\u6682\u65f6\u8ffd\u4e0d\u4e0a\u3002\u4f46\u5185\u5b58\u8fd9\u7c7b\u5b58\u50a8\u82af\u7247\uff0c\u6070\u6070\u662f\u4e2d\u56fd\u4eca\u5e74\u5b9e\u6253\u5b9e\u8865\u4e0a\u6765\u7684\u80fd\u529b\u3002<\/p>\n

\u56fd\u4ea7 DRAM \u9f99\u5934\u957f\u946b\u5b58\u50a8\uff0c2026 \u5e74\u7b2c\u4e00\u5b63\u5ea6\u8425\u6536\u8fbe\u5230 508 \u4ebf\u5143\uff0c\u51c0\u5229\u6da6\u7ea6 250 \u4ebf\u5143\uff0c\u516c\u53f8\u9884\u8ba1\u4e0a\u534a\u5e74\u51c0\u5229\u6da6\u5c06\u8fbe 660 \u4ebf\u5230 750 \u4ebf\u5143\uff0c\u76f8\u5f53\u4e8e\u534a\u5e74\u5c31\u8d5a\u5230\u4e86\u5b57\u8282\u8df3\u52a8\u53bb\u5e74\u7684\u5168\u5e74\u51c0\u5229\u6da6\u3002\u867d\u7136\u957f\u946b\u5728\u5168\u7403 DRAM \u5e02\u573a\u4ecd\u7136\u53ea\u662f\u7b2c\u56db\u628a\u4ea4\u6905\uff0c\u4f46\u8fd9\u5757\u8fc7\u53bb\u51e0\u4e4e\u4e3a\u96f6\u7684\u56fd\u4ea7\u4ea7\u80fd\uff0c\u4eca\u5e74\u7ec8\u4e8e\u652f\u68f1\u4e86\u8d77\u6765\u3002<\/p>\n

\u800c\u8fd9\uff0c\u6b63\u662f DeepSeek \u90a3\u4e09\u5200\u7684\u6218\u7565\u610f\u4e49\u6240\u5728\u3002\u8fd9\u4e0d\u662f“\u7528\u5b58\u50a8\u66ff\u4ee3\u7b97\u529b”\uff0c\u800c\u662f\u964d\u4f4e\u5bf9\u6700\u7a00\u7f3a\u7b97\u529b\u7684\u8fb9\u9645\u4f9d\u8d56\uff0c\u5e76\u628a\u4e00\u90e8\u5206\u538b\u529b\u8f6c\u79fb\u5230\u66f4\u53ef\u83b7\u5f97\u7684\u5b58\u50a8\u3001\u7f13\u5b58\u548c\u7cfb\u7edf\u5de5\u7a0b\u4e0a\u3002\u5f53\u4e00\u53f0 AI \u673a\u5668\u66f4\u591a\u501a\u91cd\u5185\u5b58\u3001\u7f13\u5b58\u3001\u8c03\u5ea6\u548c\u7cfb\u7edf\u5de5\u7a0b\u8fd9\u4e9b\u6211\u4eec\u81ea\u5df1\u66f4\u6709\u673a\u4f1a\u638c\u63e1\u7684\u73af\u8282\uff0c\u4e2d\u56fd\u73b0\u6709\u7684\u4f9b\u5e94\u94fe\uff0c\u5c31\u7a81\u7136\u4ece“\u5904\u5904\u53d7\u5236”\u53d8\u5f97“\u591f\u7528”\uff0c\u751a\u81f3“\u597d\u7528”\u3002\u8fd9\u6781\u5927\u5730\u63d0\u5347\u4e86\u6574\u6761\u94fe\u8def\u7684\u5b89\u5168\u6027\u3002<\/p>\n

\u7ed3\u8bed<\/span><\/span><\/strong><\/h2>\n

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