{"id":770675,"date":"2026-04-28T14:26:46","date_gmt":"2026-04-28T06:26:46","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=770675"},"modified":"2026-04-28T14:26:46","modified_gmt":"2026-04-28T06:26:46","slug":"%e6%b6%a8%e4%bb%b7%e6%bd%ae%e9%87%8c%ef%bc%8cdeepseek%e9%80%89%e6%8b%a9%e4%ba%86%e6%b8%85%e5%9c%ba","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=770675","title":{"rendered":"\u6da8\u4ef7\u6f6e\u91cc\uff0cDeepSeek\u9009\u62e9\u4e86\u6e05\u573a"},"content":{"rendered":"<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_18\/D78A806BC488BB5EBA996C170A94F57F5832A14B_size31_w642_h375.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u6da8\u4ef7\u6f6e\u91cc\uff0cDeepSeek\u9009\u62e9\u4e86\u6e05\u573a\"  \/><\/p>\n<p>\u53d1\u73b0\u6ca1\u6709\uff0c\u4e0a\u5468\u4e94DeepSeek V4\u53d1\u5e03\u540e\u4e0d\u523048\u5c0f\u65f6\uff0c\u4eba\u4eec\u751a\u81f3\u8fd8\u6ca1\u6765\u5f97\u53ca\u7528\u5b83\u8dd1\u5b8c\u4e00\u4e2a\u5b8c\u6574\u9879\u76ee\uff0c\u5b98\u65b9\u5c31\u7529\u51fa\u4e86\u53e6\u4e00\u679a\u70b8\u5f39\u3002<\/p>\n<p>Pro\u7248\u672cAPI\u4ef7\u683c\u9650\u65f62.5\u6298\uff0c\u4f18\u60e0\u671f\u6301\u7eed\u52305\u67085\u65e5\u3002\u7d27\u63a5\u7740\uff0cPro\u548cFlash\u7684\u8f93\u5165\u7f13\u5b58\u547d\u4e2d\u4ef7\u683c\u4e00\u6b65\u5230\u4f4d\uff0c\u6253\u5230\u539f\u4ef7\u7684\u5341\u5206\u4e4b\u4e00\u3002<\/p>\n<\/p>\n<p>\u7b2c\u4e00\u53cd\u5e94\u662f\u56f0\u60d1\u3002<\/p>\n<p>3\u6708\u4ee5\u6765\uff0c\u65e0\u8bba\u6d77\u5916\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\u3001Anthropic\uff0c\u8fd8\u662f\u56fd\u5185\u7684\u667a\u8c31\u3001\u963f\u91cc\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%85%be%e8%ae%af\" title=\"View all posts in \u817e\u8baf\" target=\"_blank\" class=\"tag_link\">\u817e\u8baf<\/a>\uff0cAI\u4ea7\u54c1\u4e0e\u201c\u964d\u4ef7\u201d\u4e8c\u5b57\u5f7b\u5e95\u7edd\u7f18\u3002\u6a21\u578b\u8d8a\u505a\u8d8a\u5927\uff0cAPI\u4ef7\u683c\u6c34\u6da8\u8239\u9ad8\uff0c\u8dd1\u5206\u7ed3\u679c\u4e00\u8def\u5f80\u4e0a\uff0c\u7528\u6237\u5bf9\u7740\u8d26\u5355\u65e0\u8bdd\u53ef\u8bf4\u3002\u884c\u4e1a\u5728\u77ed\u77ed\u4e00\u4e2a\u6708\u5185\u5f62\u6210\u4e86\u60ca\u4eba\u7684\u9ed8\u5951\uff1aAI\u5c31\u8be5\u8d8a\u6765\u8d8a\u8d35\uff0c\u60f3\u4f53\u9a8c\u5230\u66f4\u597d\u7684\u667a\u80fd\uff0c\u5c31\u5f97\u4ed8\u66f4\u9ad8\u7684\u4ef7\u683c\u3002\u800cDeepSeek V4 Pro\u7684\u4ef7\u683c\u5df2\u7ecf\u903c\u8fd1\u56fd\u5185AI\u4ea7\u54c1\u7684\u4e0b\u9650\uff0cFlash\u7248\u672c\u6bd4\u65e7\u6a21\u578b\u8fd8\u4fbf\u5b9c\u3002\u6b64\u65f6\u7ee7\u7eed\u964d\u4ef7\uff0c\u903b\u8f91\u4e0a\u65e0\u6cd5\u89e3\u91ca\u3002<\/p>\n<p>\u7b2c\u4e8c\u53cd\u5e94\u662f\u9707\u60ca\u3002<\/p>\n<p>\u8f93\u5165\u7f13\u5b58\u547d\u4e2d\u4ef7\u683c\u964d\u52300.025\u5143\uff0c\u5728\u667a\u80fd\u4f53\u65f6\u4ee3\u8bf4\u201c\u63a5\u8fd1\u514d\u8d39\u201d\u6ca1\u6709\u5938\u5f20\u6210\u5206\u3002\u800c\u4e14\u7f13\u5b58\u547d\u4e2d\u7684\u964d\u4ef7\u662f\u6c38\u4e45\u7684\uff0c\u4e0d\u662f\u9650\u65f6\u6d3b\u52a8\u3002\u4e00\u4e2a\u81ea\u7136\u7684\u8d28\u7591\u968f\u4e4b\u800c\u6765\uff1a\u8fd9\u662f\u4e0d\u662f\u6587\u5b57<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%b8%b8%e6%88%8f\" title=\"View all posts in \u6e38\u620f\" target=\"_blank\" class=\"tag_link\">\u6e38\u620f<\/a>\uff1f\u5fc5\u987b\u7f13\u5b58\u547d\u4e2d\u624d\u80fd\u4eab\u53d7\u8fd9\u4e2a\u4ef7\u683c\uff0c\u5b9e\u9645\u4f7f\u7528\u4e2d\u547d\u4e2d\u7387\u80fd\u6709\u591a\u5c11\uff1f\u5b9e\u6d4b\u7ed3\u679c\u7ed9\u51fa\u4e86\u7b54\u6848\uff1a\u4e0d\u662f\u5671\u5934\uff0c\u662f\u771f\u7684\u4fbf\u5b9c\u3002<\/p>\n<p>\u5f53\u56fd\u5185\u5916\u540c\u884c\u8fd8\u5728\u4e3a\u51e0\u5757\u94b1\u7684\u5b9a\u4ef7\u8c03\u6574\u53cd\u590d\u6743\u8861\u65f6\uff0cDeepSeek\u76f4\u63a5\u628a\u4ef7\u683c\u8868\u91cc\u7684\u5c0f\u6570\u70b9\u5f80\u5de6\u632a\u4e86\u4e00\u4f4d\u3002\u5f00\u53d1\u8005\u773c\u91cc\uff0c\u8fd9\u662f\u6148\u5584\u3002\u7ade\u4e89\u5bf9\u624b\u773c\u91cc\uff0c\u8fd9\u662f\u4ef7\u683c\u6218\u3002\u4f46\u4e24\u8005\u90fd\u6ca1\u6709\u89e6\u53ca\u672c\u8d28\u3002<\/p>\n<p>\u8fd9\u662f\u5728\u6e05\u573a\u3002\u662f\u4e00\u573a\u65e9\u5df2\u5206\u51fa\u80dc\u8d1f\u7684\u6210\u672c\u65a9\u6740\u3002<\/p>\n<p>DeepSeek\u4e4b\u6240\u4ee5\u80fd\u5728\u7b97\u529b\u7d27\u7f3a\u3001\u4eba\u624d\u6d41\u52a8\u7684\u73af\u5883\u4e0b\u6562\u4e8e\u5982\u6b64\u6fc0\u8fdb\u5730\u8c03\u4ef7\uff0c\u539f\u56e0\u85cf\u5728\u90a3\u4efd58\u9875\u7684\u6280\u672f\u62a5\u544a\u4e2d\u3002\u5b83\u65e9\u5df2\u4e0d\u9700\u8981\u70e7\u94b1\u6362\u5e02\u573a\u3002\u5b83\u662f\u5728\u7528\u4e00\u5957\u4ece\u5934\u91cd\u6784\u7684\u5e95\u5c42\u67b6\u6784\uff0c\u628a\u5927\u6a21\u578b\u7684\u63a8\u7406\u6210\u672c\u63a8\u5411\u4e86\u4eba\u4eec\u4ece\u672a\u60f3\u8c61\u8fc7\u7684\u6570\u91cf\u7ea7\u3002<\/p>\n<p><strong>01<\/strong><\/p>\n<p><strong>\u8bb0\u5fc6\u7684\u5de5\u4e1a\u5316<\/strong><\/p>\n<p>\u8bfb\u6280\u672f\u62a5\u544a\u65f6\uff0c\u4e00\u4e2a\u6570\u5b57\u8df3\u4e86\u51fa\u6765\uff1a\u5728\u767e\u4e07token\u4e0a\u4e0b\u6587\u573a\u666f\u4e0b\uff0cV4\u7684KV Cache\u5360\u7528\u4ec5\u4ec5\u662f\u524d\u4ee3V3.2\u768410%\u3002\u5341\u5206\u4e4b\u4e00\u7684\u5b9a\u4ef7\uff0c\u6e90\u5934\u5c31\u5728\u8fd9\u91cc\u3002<\/p>\n<p>\u8981\u8bb2\u6e05\u695a\u8fd9\u4ef6\u4e8b\uff0c\u5f97\u4eceKV Cache\u8bf4\u8d77\u3002\u4eca\u5929\u4eba\u4eec\u4e0e\u5927\u6a21\u578b\u7684\u5bf9\u8bdd\u8fdc\u6bd4\u51e0\u5e74\u524d\u590d\u6742\uff0c\u9644\u4e0a\u51e0\u5341\u9875\u7684\u6587\u6863\u4f5c\u4e3a\u53c2\u8003\u8d44\u6599\u5df2\u7ecf\u53f8\u7a7a\u89c1\u60ef\u3002\u6a21\u578b\u5fc5\u987b\u628a\u8fd9\u4e9b\u5197\u957f\u7684\u5185\u5bb9\u8bb0\u4f4f\uff0c\u624d\u80fd\u6b63\u786e\u56de\u7b54\u95ee\u9898\u3002\u8fd9\u79cd\u8bb0\u5fc6\u5c31\u662fKV Cache\u3002<\/p>\n<p>\u95ee\u9898\u5728\u4e8e\uff0c\u957f\u7bc7\u5927\u8bba\u5e26\u6765\u7684\u8bb0\u5fc6\u65e2\u590d\u6742\u53c8\u81c3\u80bf\u3002\u4e00\u672c\u767e\u4e07\u5b57\u7684\u4e66\u770b\u8d77\u6765\u8f7b\u8584\uff0c\u6a21\u578b\u5374\u9700\u8981\u5360\u7528\u5341\u51e0\u5f20\u6602\u8d35\u663e\u5361\u7684\u663e\u5b58\u6765\u4fdd\u5b58\u8bb0\u5fc6\u3002\u5b9e\u73b0\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u6210\u672c\uff0c\u4e00\u76f4\u5c45\u9ad8\u4e0d\u4e0b\u3002<\/p>\n<p>\u6709\u4eba\u9009\u62e9\u63a5\u53d7\u73b0\u5b9e\uff0cDeepSeek\u9009\u62e9\u4e86\u53e6\u4e00\u79cd\u8def\u5f84\uff1a\u6380\u7ffb\u4f20\u7edf\u7684\u8bb0\u5fc6\u65b9\u5f0f\u3002<\/p>\n<p>\u7b2c\u4e00\u79cd\u65b0\u65b9\u6cd5\u53eb\u538b\u7f29\u7a00\u758f\u6ce8\u610f\u529b\u3002\u4f20\u7edf\u6ce8\u610f\u529b\u673a\u5236\u4e2d\uff0c\u4e00\u4e2atoken\u5bf9\u5e94\u4e00\u7ec4KV\u5411\u91cf\u3002\u538b\u7f29\u7a00\u758f\u6ce8\u610f\u529b\u7684\u505a\u6cd5\u662f\uff0c\u901a\u8fc7\u53ef\u5b66\u4e60\u7684\u7ebf\u6027\u6295\u5f71\u548cSoftmax\u51fd\u6570\u8ba1\u7b97\u51fa\u538b\u7f29\u6743\u91cd\uff0c\u5c06\u8fde\u7eed\u591a\u4e2atoken\u7684KV\u72b6\u6001\u5728\u5e8f\u5217\u7ef4\u5ea6\u4e0a\u878d\u5408\u6210\u4e00\u4e2a\u5355\u4e00\u6761\u76ee\u3002<\/p>\n<p>\u7ffb\u8bd1\u6210\u76f4\u89c9\u80fd\u7406\u89e3\u7684\u8bdd\uff1a\u4ee5\u524d\u6a21\u578b\u9700\u8981\u9010\u5b57\u9010\u53e5\u8bb0\u4f4f\u7528\u6237\u53d1\u6765\u7684\u5185\u5bb9\uff0c\u73b0\u5728\u5b83\u5b66\u4f1a\u6bb5\u843d\u603b\u7ed3\uff0c\u628a\u6bcf\u51e0\u5341\u4e2a\u8bcd\u7684\u6838\u5fc3\u610f\u4e49\u6d53\u7f29\u6210\u4e00\u53e5\u8bdd\u3002\u5728V4 Pro\u4e2d\uff0c\u538b\u7f29\u7387\u8bbe\u4e3a4\uff0c\u4ec5\u8fd9\u4e00\u6b65\uff0c\u7f13\u5b58\u4f53\u79ef\u5728\u5e8f\u5217\u957f\u5ea6\u4e0a\u76f4\u63a5\u7f29\u51cf75%\u3002<\/p>\n<p>\u7b2c\u4e8c\u79cd\u65b9\u6cd5\u66f4\u52a0\u6fc0\u8fdb\uff0c\u53eb\u91cd\u5ea6\u538b\u7f29\u6ce8\u610f\u529b\u3002\u5b83\u8bd5\u56fe\u628a\u8fdc\u5927\u4e8e\u5e38\u89c4\u538b\u7f29\u7a97\u53e3\u7684token\u8bb0\u5fc6\u538b\u8fdb\u4e00\u4e2a\u6761\u76ee\uff0c\u4e0d\u505a\u7a00\u758f\u68c0\u7d22\uff0c\u800c\u662f\u5168\u5c40\u5bc6\u96c6\u6ce8\u610f\u529b\u8ba1\u7b97\u3002\u4ee3\u4ef7\u662f\u8ba1\u7b97\u5f00\u9500\u589e\u52a0\uff0c\u56de\u62a5\u662f\u538b\u7f29\u7387\u60ca\u4eba\u3002\u5728V4 Pro\u4e2d\uff0c\u8fd9\u4e00\u5c42\u7684\u538b\u7f29\u7387\u662f128\u3002\u6bb5\u843d\u603b\u7ed3\u8fd8\u591f\uff0c\u76f4\u63a5\u505a\u7bc7\u7ae0\u63d0\u70bc\uff0c\u4e00\u6574\u9875\u5185\u5bb9\u6d53\u7f29\u6210\u51e0\u4e2a\u5173\u952e\u8bcd\u3002<\/p>\n<p>\u4f46\u6fc0\u8fdb\u538b\u7f29\u5fc5\u4ed8\u4ee3\u4ef7\u3002\u5c40\u90e8\u7ec6\u7c92\u5ea6\u4fe1\u606f\u548c\u4e25\u683c\u7684\u56e0\u679c\u5173\u7cfb\uff0c\u90fd\u4f1a\u88ab\u8fd9\u79cd\u66b4\u529b\u538b\u7f29\u7834\u574f\u3002DeepSeek\u7684\u89e3\u6cd5\u662f\uff0c\u5728\u6ce8\u610f\u529b\u673a\u5236\u4e2d\u589e\u52a0\u4e00\u4e2a\u72ec\u7acb\u5206\u652f\uff1a\u7a97\u53e3\u5927\u5c0f\u4e3a128\u7684\u6ed1\u52a8\u7a97\u53e3\u3002\u6700\u8fd1128\u4e2atoken\u4e0d\u88ab\u538b\u7f29\uff0c\u4ee5\u6b64\u4fdd\u8bc1\u6a21\u578b\u5bf9\u8fd1\u671f\u4e0a\u4e0b\u6587\u7684\u7cbe\u786e\u611f\u77e5\u3002\u7f13\u5b58\u7ba1\u7406\u4e0a\uff0c\u5f02\u6784KV Cache\u67b6\u6784\u5c06\u672a\u538b\u7f29token\u4f5c\u4e3a\u4e00\u79cd\u72b6\u6001\u72ec\u7acb\u7ba1\u7406\uff0c\u8ba9\u9ad8\u538b\u7f29\u6bd4\u4e0b\u7684\u56de\u7b54\u8d28\u91cf\u5f97\u4ee5\u7ef4\u6301\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u6b65\u4e0d\u80fd\u5ffd\u7565\uff1a\u6df7\u5408\u7cbe\u5ea6\u5b58\u50a8\u4e0e\u78c1\u76d8\u590d\u7528\u3002KV Cache\u4e2d\u7684\u7279\u5f81\u7ef4\u5ea6\uff0c\u53ea\u6709\u7528\u4e8e\u65cb\u8f6c\u4f4d\u7f6e\u7f16\u7801\u7684\u6700\u540e64\u7ef4\u4fdd\u7559BF16\u7cbe\u5ea6\uff0c\u5176\u4f59\u5168\u90e8\u91cf\u5316\u4e3aFP8\u683c\u5f0f\u3002\u7269\u7406\u5b58\u50a8\u53c8\u780d\u6389\u4e00\u534a\u3002<\/p>\n<p>\u5728\u8fd9\u4e9b\u5c42\u5c42\u524a\u51cf\u4e4b\u540e\uff0c\u7f13\u5b58\u4f53\u79ef\u5df2\u88ab\u538b\u7f2990%\u4ee5\u4e0a\uff0c\u56e0\u6b64V4\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u9ad8\u5ea6\u538b\u7f29\u7684KV\u6761\u76ee\u76f4\u63a5\u653e\u5230\u5ec9\u4ef7\u7684\u56fa\u6001\u786c\u76d8\u4e2d\u3002\u7528\u6237\u53d1\u8d77\u957f\u6587\u672c\u8bf7\u6c42\u65f6\uff0c\u7cfb\u7edf\u4ece\u786c\u76d8\u76f4\u63a5\u62c9\u53d6\u5df2\u538b\u7f29\u7684\u7f13\u5b58\uff0c\u8df3\u8fc7\u4e86\u6602\u8d35\u7684GPU\u9884\u586b\u5145\u8ba1\u7b97\uff0c\u540c\u65f6\u6781\u5927\u8282\u7701\u4e86HBM\u663e\u5b58\u3002<\/p>\n<p>\u6210\u672c\u964d\u5230\u5341\u5206\u4e4b\u4e00\uff0c\u987a\u7406\u6210\u7ae0\u3002<\/p>\n<p>\u8fd9\u662f\u4e00\u79cd\u8bb0\u5fc6\u7684\u5de5\u4e1a\u5316\u3002\u8fc7\u53bb\uff0c\u8bb0\u5fc6\u662f\u624b\u5de5\u4f5c\u574a\uff0c\u6bcf\u4e2a\u7ec6\u8282\u90fd\u8981\u539f\u6837\u4fdd\u5b58\u3002\u73b0\u5728\uff0c\u8bb0\u5fc6\u53d8\u6210\u4e86\u6d41\u6c34\u7ebf\uff0c\u6709\u6807\u51c6\u5316\u5de5\u5e8f\u3001\u6709\u538b\u7f29\u7b97\u6cd5\u3001\u6709\u5206\u7ea7\u5b58\u50a8\u3002\u5197\u4f59\u88ab\u5254\u9664\uff0c\u672c\u8d28\u88ab\u4fdd\u7559\u3002<\/p>\n<p><strong>02<\/strong><\/p>\n<p><strong>\u7b97\u529b\u7684\u7ed3\u6784\u6027\u7626\u8eab<\/strong><\/p>\n<p>\u9664\u4e86\u663e\u5b58\u5360\u7528\uff0c\u63a8\u7406\u8ba1\u7b97\u65f6\u7684\u6d6e\u70b9\u8fd0\u7b97\u6b21\u6570\uff0c\u662f\u8861\u91cf\u7b97\u529b\u6d88\u8017\u6700\u4e3b\u8981\u7684\u6807\u51c6\u3002\u57281M\u957f\u4e0a\u4e0b\u6587\u4e0b\uff0cV4 Pro\u7684\u5355token\u63a8\u7406FLOPs\u53ea\u6709\u524d\u4ee3V3.2\u768427%\u3002<\/p>\n<p>\u4e0b\u964d\u7684\u6838\u5fc3\uff0c\u662f\u4e00\u5957\u52a8\u6001\u7a00\u758f\u9009\u62e9\u673a\u5236\u3002\u5373\u4f7f\u6709\u4e86\u538b\u7f29\u7f13\u5b58\uff0c\u67e5\u8be2\u5411\u91cf\u548c\u524d\u9762\u51e0\u4e07\u4e2a\u538b\u7f29\u540e\u7684KV\u5411\u91cf\u8ba1\u7b97\u6ce8\u610f\u529b\u5206\u6570\uff0c\u8ba1\u7b97\u91cf\u4ecd\u7136\u5e9e\u5927\u3002DeepSeek\u7684\u505a\u6cd5\u662f\uff1a\u5bf9\u4e8e\u5f53\u524d\u67e5\u8be2\u5411\u91cf\uff0c\u6a21\u578b\u901a\u8fc7\u4e0b\u91c7\u6837\u548c\u4e0a\u91c7\u6837\u77e9\u9635\u5c06\u5176\u6620\u5c04\u5230\u4f4e\u7ef4\u9690\u7a7a\u95f4\uff0c\u751f\u6210\u4e00\u4e2a\u7528\u4e8e\u68c0\u7d22\u7684\u7d22\u5f15Query\u5411\u91cf\u3002\u8fd9\u4e2a\u7d22\u5f15\u5411\u91cf\u4e0e\u5386\u53f2\u7f13\u5b58\u7684\u538b\u7f29\u5757\u8ba1\u7b97\u7c97\u7565\u5f97\u5206\uff0c\u6bcf\u6b21\u751f\u6210token\u65f6\u53ea\u68c0\u7d22\u5f97\u5206\u6700\u9ad8\u76841024\u4e2a\u538b\u7f29KV\u6761\u76ee\uff0c\u518d\u8fdb\u884c\u540e\u7eed\u7684\u6838\u5fc3\u6ce8\u610f\u529b\u8ba1\u7b97\u3002<\/p>\n<p>\u4f20\u7edf\u6ce8\u610f\u529b\u673a\u5236\u4e2d\uff0c\u89e3\u7801\u8ba1\u7b97\u590d\u6742\u5ea6\u968f\u4e0a\u4e0b\u6587\u957f\u5ea6\u7ebf\u6027\u589e\u957f\u3002\u538b\u7f29\u7a00\u758f\u6ce8\u610f\u529b\u5c06\u590d\u6742\u5ea6\u5f3a\u5236\u622a\u65ad\u4e3a\u5e38\u6570\u7ea7\u8fd0\u7b97\u3002\u5f53\u4e0a\u4e0b\u6587\u957f\u5ea6\u8fbe\u5230\u4e00\u767e\u4e07\u65f6\uff0c\u5e38\u6570\u7ea7\u7684\u8ba1\u7b97\u91cf\u51e0\u4e4e\u53ef\u4ee5\u5ffd\u7565\u4e0d\u8ba1\u3002\u8fd9\u662f27%\u8fd9\u4e2a\u6570\u5b57\u7684\u7ed3\u6784\u6027\u6765\u6e90\u3002<\/p>\n<p>\u4e0e\u6b64\u540c\u6b65\u63a8\u8fdb\u7684\uff0c\u662f\u7cbe\u5ea6\u7684\u7cfb\u7edf\u6027\u59a5\u534f\u3002V4\u4e0d\u4ec5\u5c06\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\u7684\u4e13\u5bb6\u6743\u91cd\u91cf\u5316\u4e3aFP4\u7cbe\u5ea6\uff0c\u8fd8\u9996\u6b21\u5c06FP4\u6df1\u5165\u6ce8\u610f\u529b\u8ba1\u7b97\u7684\u6838\u5fc3\u3002Query\u548cKey\u5411\u91cf\u7684\u6fc0\u6d3b\u503c\u7f13\u5b58\u3001\u52a0\u8f7d\u3001\u77e9\u9635\u4e58\u6cd5\uff0c\u5168\u90e8\u5728FP4\u7cbe\u5ea6\u4e0b\u8fd0\u884c\u3002\u91cf\u5316\u611f\u77e5\u8bad\u7ec3\u671f\u95f4\uff0c\u7d22\u5f15\u5f97\u5206\u4e5f\u4eceFP32\u964d\u5230BF16\u3002\u786c\u4ef6\u5c42\u9762\uff0cFP4\u7cbe\u5ea6\u7684\u541e\u5410\u91cf\u662fFP8\u7684\u4e24\u500d\u3002\u8fd9\u79cd\u6781\u4f4e\u7cbe\u5ea6\u8ba1\u7b97\u8ba9\u957f\u4e0a\u4e0b\u6587\u7684\u6ce8\u610f\u529b\u8ba1\u7b97\u901f\u5ea6\u52a0\u500d\uff0c\u540c\u65f6\u7ef4\u6301\u4e8699.7%\u7684KV\u68c0\u7d22\u53ec\u56de\u7387\u3002<\/p>\n<p>99.7%\u7684\u53ec\u56de\u7387\u503c\u5f97\u54c1\u5473\u3002\u8fd9\u610f\u5473\u7740\uff0c\u7b97\u529b\u4e0b\u964d\u4e86\uff0c\u7cbe\u5ea6\u51e0\u4e4e\u6ca1\u6709\u635f\u5931\u3002\u8fc7\u53bb\u4eba\u4eec\u672c\u80fd\u5730\u8ba4\u4e3a\uff0c\u66f4\u4fbf\u5b9c\u610f\u5473\u7740\u66f4\u5dee\u3002DeepSeek\u7528\u6570\u636e\u8bc1\u660e\uff0c\u8fd9\u4e2a\u7b49\u5f0f\u4e0d\u603b\u662f\u6210\u7acb\u3002\u5728\u5de5\u7a0b\u7684\u4e16\u754c\u91cc\uff0c\u5197\u4f59\u548c\u88d5\u5ea6\u5e76\u4e0d\u5929\u7136\u7b49\u4e8e\u66f4\u597d\u7684\u7ed3\u679c\u3002<\/p>\n<p><strong>03<\/strong><\/p>\n<p><strong>\u5e95\u5c42\u7684\u6781\u81f4\u538b\u69a8<\/strong><\/p>\n<p>\u81ea\u9876\u5411\u4e0b\u770b\u5b8c\u6574\u5957\u7b97\u6cd5\u4f18\u5316\uff0c\u518d\u5f80\u4e0b\u4e00\u5c42\uff0c\u662fDeepSeek\u4e00\u8d2f\u7684\u770b\u5bb6\u672c\u9886\uff1a\u5bf9\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd\u7684\u5f7b\u5e95\u538b\u69a8\u3002\u8fd9\u79cd\u4f18\u5316\u5df2\u7ecf\u5230\u4e86\u201c\u62a0\u95e8\u201d\u7684\u5730\u6b65\uff0c\u5374\u6784\u6210\u4e86\u96c6\u7fa4\u541e\u5410\u91cf\u63d0\u5347\u548c\u964d\u4ef7\u62a4\u57ce\u6cb3\u7684\u771f\u5b9e\u6765\u6e90\u3002<\/p>\n<p>V4 Pro\u53c2\u6570\u91cf\u8fbe\u52301.6\u4e07\u4ebf\uff0c\u5728\u56fd\u5185\u4ec5\u6b21\u4e8eKimi\u7cfb\u5217\u6a21\u578b\u3002\u4f46\u8fd9\u4e5f\u662f\u95ee\u9898\u6240\u5728\u3002\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\u4e2d\uff0c\u4e13\u5bb6\u5e76\u884c\u7684\u8de8\u8282\u70b9\u901a\u4fe1\uff0c\u968f\u7740\u53c2\u6570\u81a8\u80c0\u6210\u4e3a\u74f6\u9888\u3002DeepSeek\u56e2\u961f\u7528\u81ea\u7814\u7684TileLang\u8bed\u8a00\u7f16\u5199\u5e95\u5c42\u878d\u5408\u7b97\u5b50\uff0c\u5c06MoE\u5c42\u7684\u8ba1\u7b97\u6309\u6ce2\u6b21\u5212\u5206\u3002\u4e00\u6ce2\u4e13\u5bb6\u7684\u901a\u4fe1\u4e00\u65e6\u5b8c\u6210\uff0cGPU\u7acb\u523b\u5f00\u59cb\u8ba1\u7b97\uff0c\u7f51\u7edc\u5c42\u540c\u65f6\u5f00\u59cb\u5e76\u884c\u4f20\u8f93\u4e0b\u4e00\u6ce2\u4e13\u5bb6\u7684token\u3002\u8fd9\u79cd\u6d41\u6c34\u7ebf\u5f0f\u7684\u91cd\u53e0\u8c03\u5ea6\uff0c\u5c06\u63a8\u7406\u9636\u6bb5\u7684\u5e38\u89c4\u5de5\u4f5c\u8d1f\u8f7d\u52a0\u901f\u4e861.50\u52301.73\u500d\uff0c\u786c\u4ef6\u5229\u7528\u7387\u903c\u8fd1\u6781\u9650\u3002\u5747\u644a\u5230\u6bcf\u4e2a\u8bf7\u6c42\u4e0a\u7684\u7b97\u529b\u6298\u65e7\u6210\u672c\uff0c\u88ab\u8fdb\u4e00\u6b65\u538b\u4f4e\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u4e2a\u9488\u5bf9\u667a\u80fd\u4f53\u5e94\u7528\u573a\u666f\u7684\u72ec\u7279\u4f18\u5316\u3002AI\u6a21\u578b\u5728\u6267\u884c\u590d\u6742\u4efb\u52a1\u65f6\uff0c\u5f80\u5f80\u9700\u8981\u5148\u8fd0\u884c\u4e00\u4e2a\u989d\u5916\u7684\u5c0f\u6a21\u578b\u8fdb\u884c\u610f\u56fe\u8bc6\u522b\u6216\u5de5\u5177\u8c03\u7528\u7684\u5224\u65ad\u3002V4\u7684\u89e3\u6cd5\u66f4\u5de7\u5999\uff1a\u5728\u8f93\u5165\u5e8f\u5217\u540e\u9644\u52a0\u4e13\u7528\u7684\u7279\u6b8atoken\u8fdb\u884c\u6807\u8bb0\u3002\u7531\u4e8e\u6a21\u578b\u539f\u751f\u652f\u6301\u591a\u7ea7\u601d\u8003\u548c\u957f\u77ed\u671f\u8bb0\u5fc6\u7ba1\u7406\uff0c\u53ef\u4ee5\u76f4\u63a5\u590d\u7528\u4e3b\u6a21\u578b\u7684KV Cache\u6765\u5e76\u884c\u6267\u884c\u8fd9\u4e9b\u8f85\u52a9\u4efb\u52a1\u3002\u989d\u5916\u6a21\u578b\u7684\u7ef4\u62a4\u6210\u672c\u548c\u91cd\u590d\u9884\u586b\u5145\u7684\u8ba1\u7b97\u5f00\u9500\uff0c\u88ab\u4e00\u5e76\u6d88\u9664\u3002<\/p>\n<p>\u8fd9\u4e00\u6b65\u7684\u610f\u4e49\uff0c\u4e0d\u662f\u7701\u4e86\u51e0\u53f0\u670d\u52a1\u5668\u3002\u5b83\u6307\u5411\u4e00\u79cd\u54f2\u5b66\u5c42\u9762\u7684\u5206\u5de5\uff1a\u5de5\u5177\u548c\u610f\u56fe\u4e4b\u95f4\u7684\u754c\u9650\u88ab\u6a21\u578b\u5185\u90e8\u5316\u4e86\u3002\u8fc7\u53bb\u9700\u8981\u5916\u90e8\u8f85\u52a9\u7cfb\u7edf\u5b8c\u6210\u7684\u529f\u80fd\uff0c\u73b0\u5728\u88ab\u6a21\u578b\u672c\u8eab\u7684\u7ed3\u6784\u6240\u5438\u6536\u3002\u8fd9\u662f\u538b\u7f29\uff0c\u4e5f\u662f\u7edf\u4e00\u3002<\/p>\n<p><strong>04<\/strong><\/p>\n<p><strong>\u5b9a\u4ef7\u6743\u7684\u8f6c\u79fb<\/strong><\/p>\n<p>\u6df7\u5408\u538b\u7f29\u6ce8\u610f\u529b\u53e0\u52a0\u786c\u76d8\u4f4e\u6210\u672c\u7f13\u5b58\uff0c\u7b49\u4e8e\u5341\u5206\u4e4b\u4e00\u7684\u7f13\u5b58\u547d\u4e2d\u4ef7\u683c\u3002\u7a00\u758f\u6ce8\u610f\u529b\u52a0\u4e0aFP4\u7cbe\u5ea6\u518d\u52a0\u4e0a\u5e95\u5c42\u6781\u81f4\u69a8\u53d6\uff0c\u7b49\u4e8e2.5\u6298\u7684\u63a8\u7406\u4ef7\u683c\u3002\u7406\u89e3\u4e86\u8fd9\u4e9b\u6280\u672f\uff0c\u5c31\u80fd\u770b\u660e\u767d\u8fd9\u6b21\u7a81\u5982\u5176\u6765\u7684\u964d\u4ef7\uff0c\u672c\u8d28\u4e0d\u5728\u6148\u5584\uff0c\u4e5f\u4e0d\u5728\u4ef7\u683c\u6218\u3002\u8fd9\u662f\u5229\u7528\u6280\u672f\u4ee3\u5dee\u53d1\u52a8\u7684\u964d\u7ef4\u6253\u51fb\u3002<\/p>\n<p>\u8bf4\u6765\u6709\u4e9b\u8bbd\u523a\u3002\u5728\u56fd\u5185AI\u5e02\u573a\u6da8\u4ef7\u7684\u4e3b\u65cb\u5f8b\u4e2d\uff0c\u884c\u4e1a\u5728\u4e00\u4e2a\u6708\u5185\u5f62\u6210\u4e86\u5fc3\u7167\u4e0d\u5ba3\u7684\u9ed8\u5951\uff1aAI\u5c31\u8be5\u8d8a\u6765\u8d8a\u8d35\u3002\u7136\u540eDeepSeek\u4e00\u8a00\u4e0d\u53d1\uff0c\u8ba9\u8fd9\u79cd\u9ed8\u5951\u5316\u4e3a\u6ce1\u5f71\u3002\u81ea\u7814\u7684\u5343\u4ebfMoE\u67b6\u6784\u3001\u628a\u5355token\u6210\u672c\u6253\u9aa8\u6298\u7684\u6df7\u5408\u6ce8\u610f\u529b\u673a\u5236\uff0c\u4f7f\u5f97API\u4ef7\u683c\u964d\u5230\u5bf9\u624b\u4e0d\u60f3\u3001\u4e5f\u4e0d\u6562\u8ddf\u8fdb\u7684\u6c34\u5e73\u3002<\/p>\n<p>\u8fd9\u5df2\u7ecf\u4e0d\u662f\u540c\u4e00\u4e2a\u7ef4\u5ea6\u7684\u7ade\u4e89\u3002<\/p>\n<p>DeepSeek\u4ece\u672a\u60f3\u8fc7\u70e7\u94b1\u6362\u5e02\u573a\uff0c\u5b83\u80cc\u540e\u662f\u81ea\u7814\u7684\u6574\u5957\u63a8\u7406\u6846\u67b6\uff0c\u4ece\u5e95\u5c42\u7b97\u5b50\u5230\u4e0a\u5c42\u670d\u52a1\u7684\u5168\u94fe\u8def\u638c\u63a7\u3002\u964d\u4ef7\uff0c\u53ea\u662f\u56e0\u4e3a\u6210\u672c\u771f\u7684\u964d\u4e0b\u6765\u4e86\u3002<\/p>\n<p>\u800c\u90a3\u4e9b\u9009\u62e9\u6da8\u4ef7\u7684\u4f01\u4e1a\uff0c\u65e0\u8bba\u662f\u4e3b\u52a8\u8fd8\u662f\u88ab\u52a8\uff0c\u65e0\u610f\u4e2d\u66b4\u9732\u4e86\u4e00\u4e2a\u66f4\u6b8b\u9177\u7684\u4e8b\u5b9e\uff1a\u5b83\u4eec\u7684\u6280\u672f\u6808\u548c\u6210\u672c\u7ed3\u6784\uff0c\u6839\u672c\u4e0d\u5728\u81ea\u5df1\u624b\u91cc\u3002<\/p>\n<p>\u8fd9\u8f6e\u6d17\u724c\u8fc7\u540e\uff0c\u5927\u6a21\u578b\u5e02\u573a\u7684\u5b9a\u4ef7\u6743\u5c06\u53d1\u751f\u8f6c\u79fb\u3002<\/p>\n<p>\u8fc7\u53bb\uff0c\u4ef7\u683c\u7531\u201c\u6211\u80fd\u4e70\u5230\u7684\u6700\u4f18\u6a21\u578b\u6210\u672c\u201d\u6765\u5b9a\u4e49\u3002\u73b0\u5728\uff0c\u4ef7\u683c\u7531DeepSeek\u7684\u81ea\u7814\u6a21\u578b\u6210\u672c\u6765\u5b9a\u4e49\u3002\u5f53\u951a\u70b9\u5df2\u88ab\u7838\u5230\u5730\u677f\u4ef7\uff0c\u6da8\u4ef7\u7684\u5382\u5546\u4f1a\u7a81\u7136\u53d1\u73b0\uff0c\u624b\u91cc\u7684\u724c\u4e00\u5f20\u90fd\u6253\u4e0d\u51fa\u4e86\u3002<\/p>\n<p>\u767e\u4e07\u7ea7token\u4e0a\u4e0b\u6587\u7684\u5ec9\u4ef7\u5904\u7406\u80fd\u529b\uff0c\u8ba9\u8fc7\u53bb\u56e0\u6210\u672c\u60ac\u7f6e\u800c\u65e0\u6cd5\u843d\u5730\u7684\u957f\u6587\u672c\u5206\u6790\u3001\u590d\u6742Agent\u4efb\u52a1\u3001\u6a2a\u8de8\u591a\u8f6e\u7684\u8bb0\u5fc6\u4e0e\u89c4\u5212\uff0c\u90fd\u83b7\u5f97\u4e86\u7ecf\u6d4e\u53ef\u884c\u6027\u3002\u8fd9\u4e0d\u662f\u4e00\u4e2a\u6a21\u578b\u80fd\u529b\u7684\u7a81\u7834\uff0c\u8fd9\u662f\u5e94\u7528\u5c42\u5373\u5c06\u5927\u7206\u53d1\u7684\u5e95\u5c42\u8bb8\u53ef\u3002<\/p>\n<p>DeepSeek\u5e73\u53f0\u53ca\u65f6\u6253\u6d88\u4e86\u5916\u754c\u4f20\u8a00\u201c\u964d\u4ef7\u4ee5\u5e94\u5bf9\u7ade\u4e89\u201d\u7684\u8bf4\u6cd5\u3002\u201c\u6b64\u6b21\u8c03\u6574\u6b63\u662f\u6280\u672f\u4e0e\u89c4\u6a21\u6548\u5e94\u5f62\u6210\u6b63\u5faa\u73af\u540e\uff0c\u6211\u4eec\u5411\u5e02\u573a\u81ea\u7136\u4f20\u5bfc\u6210\u672c\u4f18\u52bf\u3002\u201d\u8fd9\u79cd\u8868\u8ff0\uff0c\u6bd4\u4efb\u4f55\u53cd\u51fb\u90fd\u66f4\u6709\u529b\u3002<\/p>\n<p><strong>05<\/strong><\/p>\n<p><strong>\u6700\u540e\u7684\u8bdd<\/strong><\/p>\n<p>\u56de\u987e\u6574\u4ef6\u4e8b\uff0c\u6709\u4e00\u6761\u66f4\u6df1\u7684\u7ebf\u7d22\u3002<\/p>\n<p>\u4ef7\u683c\u4ece\u6765\u4e0d\u53ea\u662f\u6570\u5b57\uff0c\u5b83\u662f\u6743\u529b\u7ed3\u6784\u7684\u7269\u8d28\u5916\u8863\u3002\u5f53\u4e00\u4e2a\u6280\u672f\u7684\u5b9a\u4ef7\u6743\u4ece\u4f9b\u7ed9\u65b9\u8f6c\u79fb\u5230\u6548\u7387\u65b9\u624b\u4e2d\uff0c\u5b83\u610f\u5473\u7740\u65e7\u683c\u5c40\u5f00\u59cb\u74e6\u89e3\u3002<\/p>\n<p>20\u4e16\u7eaa\u521d\uff0c\u798f\u7279\u7528\u6d41\u6c34\u7ebf\u628a<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%b1%bd%e8%bd%a6\" title=\"View all posts in \u6c7d\u8f66\" target=\"_blank\" class=\"tag_link\">\u6c7d\u8f66<\/a>\u4ef7\u683c\u4ece\u5bcc\u4eba\u73a9\u5177\u6253\u5230\u5de5\u4eba\u9636\u5c42\u53ef\u627f\u53d7\u7684\u8303\u56f4\uff0c\u80cc\u540e\u7684\u529b\u91cf\u4e0d\u662f\u6148\u5584\uff0c\u662f\u751f\u4ea7\u6548\u7387\u7684\u4ee3\u9645\u8dc3\u8fc1\u3002\u4eca\u5929DeepSeek\u628a\u5927\u6a21\u578bAPI\u4ef7\u683c\u6253\u5230\u540c\u884c\u7684\u5341\u5206\u4e4b\u4e00\uff0c\u6027\u8d28\u662f\u4e00\u6837\u7684\u3002\u8c01\u638c\u63e1\u4e86\u6700\u5e95\u5c42\u7684\u6548\u7387\uff0c\u8c01\u5c31\u638c\u63e1\u4e86\u5b9a\u4ef7\u6743\u3002\u8c01\u638c\u63e1\u4e86\u5b9a\u4ef7\u6743\uff0c\u8c01\u5c31\u5b9a\u4e49\u4e86\u4e0b\u4e00\u4e2a\u65f6\u4ee3\u7684\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<p><a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%a1%85%e8%b0%b7\" title=\"View all posts in \u7845\u8c37\" target=\"_blank\" class=\"tag_link\">\u7845\u8c37<\/a>\u6709\u4e00\u79cd\u5e7f\u4e3a\u6d41\u4f20\u7684\u53d9\u4e8b\uff1aAGI\u5c06\u5728\u67d0\u4e2a\u5b9e\u9a8c\u5ba4\u88ab\u79d8\u5bc6\u8bde\u751f\uff0c\u7136\u540e\u5355\u65b9\u9762\u91cd\u5851\u4e16\u754c\u3002DeepSeek\u7684\u5b9e\u8df5\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u5b89\u9759\u7684\u53d9\u4e8b\uff1a\u771f\u6b63\u7684\u6743\u529b\u8f6c\u79fb\uff0c\u4e0d\u9700\u8981\u4e00\u6b21\u60ca\u8273\u7684\u8dd1\u5206\u6216\u4e00\u7bc7\u77f3\u7834\u5929\u60ca\u7684\u8bba\u6587\u3002\u5b83\u53ea\u9700\u8981\u8ba9\u6280\u672f\u62a5\u544a\u91cc\u85cf\u7740\u4e00\u884c\u5c0f\u5b57\uff0c\u628a\u6210\u672c\u6253\u5230\u6240\u6709\u4eba\u65e0\u6cd5\u8ddf\u8fdb\u7684\u4f4d\u7f6e\u3002\u7136\u540e\u7528\u4e00\u4e2a\u666e\u901a\u7684\u5468\u672b\uff0c\u8f7b\u63cf\u6de1\u5199\u5730\u628a\u4ef7\u683c\u8868\u66f4\u65b0\u3002<\/p>\n<p>Token\u7ec8\u5c06\u53d8\u4e3a\u6c34\u7535\u4e00\u6837\u7684\u57fa\u7840<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%b5%84%e6%ba%90\" title=\"View all posts in \u8d44\u6e90\" target=\"_blank\" class=\"tag_link\">\u8d44\u6e90<\/a>\u3002\u8fd9\u53e5\u8bdd\u8bf4\u4e86\u597d\u51e0\u5e74\uff0c\u4e00\u76f4\u50cf\u613f\u666f\u3002\u76f4\u5230\u8fd9\u4e2a\u5468\u672b\uff0c\u5b83\u7a81\u7136\u53d8\u6210\u4e86\u53ef\u4ee5\u75280.025\u5143\u4e70\u5230\u7684\u4e1c\u897f\u3002<\/p>\n<p>(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u53d1\u73b0\u6ca1\u6709\uff0c\u4e0a\u5468\u4e94DeepSeek V4\u53d1\u5e03\u540e\u4e0d\u523048\u5c0f\u65f6\uff0c\u4eba\u4eec\u751a\u81f3\u8fd8\u6ca1\u6765\u5f97\u53ca\u7528\u5b83\u8dd1\u5b8c\u4e00\u4e2a\u5b8c\u6574\u9879\u76ee\uff0c\u5b98\u65b9\u5c31\u7529\u51fa\u4e86 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[378,113,321,157,119,238],"views":5,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/770675"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=770675"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/770675\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=770675"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=770675"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=770675"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}