{"id":774906,"date":"2026-05-07T16:24:05","date_gmt":"2026-05-07T08:24:05","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=774906"},"modified":"2026-05-07T16:24:05","modified_gmt":"2026-05-07T08:24:05","slug":"%e4%b8%ad%e5%9b%bdai%e6%80%a7%e4%bb%b7%e6%af%94%e5%a5%87%e9%ab%98%e7%9a%84%e7%a7%98%e5%af%86%ef%bc%8c%e8%a2%ab%e4%b8%80%e7%af%87%e5%8d%9a%e5%ae%a2%e6%8d%85%e7%a0%b4%e4%ba%86","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=774906","title":{"rendered":"\u4e2d\u56fdAI\u6027\u4ef7\u6bd4\u5947\u9ad8\u7684\u79d8\u5bc6\uff0c\u88ab\u4e00\u7bc7\u535a\u5ba2\u6345\u7834\u4e86"},"content":{"rendered":"<p>\u4e94\u4e00\u5047\u671f\u540e\u7684\u7b2c\u4e00\u4e2a\u4ea4\u6613\u65e5\uff0c\u667a\u8c31\u548cMiniMax\u90fd\u6da8\u75af\u4e86\u3002<\/p>\n<p>5\u67084\u65e5\uff0c\u667a\u8c31\u6da8\u8d8510%\uff0c\u80a1\u4ef7\u518d\u6b21\u903c\u8fd1\u5343\u5143\u5173\u53e3\uff0cMiniMax\u5927\u6da812.62%\uff0c\u62a5\u6536803\u6e2f\u5143\u3002<\/p>\n<p>\u6839\u636e<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%91%a9%e6%a0%b9%e5%a3%ab%e4%b8%b9%e5%88%a9\" title=\"View all posts in \u6469\u6839\u58eb\u4e39\u5229\" target=\"_blank\" class=\"tag_link\">\u6469\u6839\u58eb\u4e39\u5229<\/a>\u7684\u62a5\u544a\uff0c\u80a1\u4ef7\u66b4\u6da8\u7684\u539f\u56e0\u6765\u81ea\u4e8e\u4e2d\u56fdAI\u72ec\u6709\u7684\u201c\u6027\u4ef7\u6bd4\u53d9\u4e8b\u201d\u3002<\/p>\n<p>\u6469\u6839\u58eb\u4e39\u5229\u5728\u62a5\u544a\u300aChina\u2018s AI Path: More Bang For The Buck\u300b\u4e2d\u8868\u793a\uff0c\u5728\u7b97\u529b\u53d7\u5230\u7ea6\u675f\u7684\u524d\u63d0\u4e0b\uff0c\u4e2d\u7f8e\u9876\u5c16\u6a21\u578b\u7684\u667a\u80fd\u6c34\u5e73\u6b63\u5728\u5feb\u901f\u63a5\u8fd1\uff0c\u5dee\u8ddd\u5df2\u7ecf\u6536\u7a84\u52303\u52306\u4e2a\u6708\u3002<\/p>\n<p>\u540c\u65f6\u62a5\u544a\u6307\u51fa\uff0c\u4e2d\u56fd\u6a21\u578b\u771f\u6b63\u7a81\u51fa\u7684\u5730\u65b9\uff0c\u662f\u80fd\u4ee5<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%be%8e%e5%9b%bd\" title=\"View all posts in 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class=\"tag_link\">\u7f8e\u56fd<\/a>\u540c\u884c15%\u523020%\u7684\u63a8\u7406\u6210\u672c\uff0c\u5b9e\u73b0\u63a5\u8fd1\u540c\u7b49\u6c34\u5e73\u7684\u667a\u80fd\u3002<\/p>\n<p>\u8fd9\u53e5\u8bdd\u5176\u5b9e\u5f88\u597d\u7406\u89e3\u3002\u5927\u5bb6\u4e0d\u4e00\u5b9a\u9700\u8981\u7528\u6700\u5f3a\u7684\u6a21\u578b\uff0c\u4f46\u7edd\u5927\u591a\u6570\u4eba\u90fd\u60f3\u7528\u4fbf\u5b9c\u7684\u6a21\u578b\u3002<\/p>\n<p>\u5e02\u573a\u4e70\u7684\u4e0d\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u201c\u56fd\u4ea7\u66ff\u4ee3\u201d\u6545\u4e8b\uff0c\u800c\u662f\u4e2d\u56fdAI\u6b63\u5728\u628a\u6027\u4ef7\u6bd4\u8f6c\u5316\u6210\u771f\u5b9e\u8c03\u7528\u91cf\u3001\u771f\u5b9e\u6536\u5165\u548c\u771f\u5b9e\u4f30\u503c\u5f39\u6027\u3002<\/p>\n<p>\u4f46\u95ee\u9898\u4e5f\u968f\u4e4b\u800c\u6765\uff0c\u8fd9\u79cd\u6027\u4ef7\u6bd4\u5230\u5e95\u4ece\u54ea\u91cc\u6765\uff1f<\/p>\n<p>\u5982\u679c\u53ea\u662f\u4f4e\u4ef7\u83b7\u5ba2\uff0c\u90a3\u5b83\u5f88\u5feb\u4f1a\u53d8\u6210\u4ef7\u683c\u6218\u3002<\/p>\n<p>\u5982\u679c\u53ea\u662f\u6a21\u578b\u84b8\u998f\uff0c\u53ef\u73b0\u5728Anthropic\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\u7b49\u4f01\u4e1a\uff0c\u5747\u5df2\u5173\u95ed\u84b8\u998f\u7684\u5165\u53e3\uff0c\u90a3\u4e48\u8bc4\u7ea7\u4e0d\u5e94\u8be5\u4e0b\u964d\u5417\uff0c\u600e\u4e48\u8fd8\u8c03\u9ad8\u4e86\uff1f<\/p>\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u771f\u6b63\u8ba9\u8fd9\u4e2a\u53d9\u4e8b\u53d8\u5f97\u66f4\u6709\u8bf4\u670d\u529b\u7684\uff0c\u662f\u667a\u8c31\u5728\u4e94\u4e00\u524d\u53d1\u5e03\u7684\u6280\u672f\u535a\u5ba2\u300aScaling Pain\uff1a\u8d85\u5927\u89c4\u6a21Coding Agent\u63a8\u7406\u5b9e\u8df5\u300b\u3002<\/p>\n<p>\u8fd9\u7bc7\u535a\u5ba2\u6ca1\u6709\u8bb2\u5b8f\u5927\u7684AGI\u613f\u666f\uff0c\u800c\u662f\u628aKV 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Cache\u590d\u7528\u51b2\u7a81\u3002<\/p>\n<p><strong>\u8fd9\u5c31\u597d\u6bd4\u53a8\u623f\uff0c\u5230\u4e86\u996d\u70b9\u7684\u9ad8\u5cf0\u671f\uff0c\u5f88\u591a\u4eba\u540c\u65f6\u8fc7\u6765\u70b9\u5355\u3002<\/strong><\/p>\n<p>\u7cfb\u7edf\u8981\u4e34\u65f6\u4fdd\u5b58\u6bcf\u4e2a\u7528\u6237\u7684\u4e0a\u4e0b\u6587\uff0c\u4e5f\u5c31\u662fKV Cache\u3002\u8fd9\u684c\u5ba2\u4eba\u521a\u624d\u70b9\u4e86\u4ec0\u4e48\u3001\u662f\u8981\u5c11\u653e\u8fa3\u6912\u8fd8\u662f\u4e0d\u5403\u9999\u83dc\u3002\u4e00\u4e2a\u4e24\u4e2a\u5ba2\u4eba\u8fd8\u597d\uff0c\u4e00\u65e6\u5ba2\u4eba\u591a\u4e86\uff0c\u670d\u52a1\u5458\u5c31\u5bb9\u6613\u8bb0\u9519\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_19\/37BB7FFDC6918513EE61819566D0672F185C7D93_size761_w1023_h508.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; 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#22811\u63d0\u4ea4\u7ed9\u4e86SGLang\u793e\u533a\uff0c\u5e76\u88ab\u91c7\u7eb3\u3002<\/p>\n<p>SGLang\u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u5168\u79f0\u53ef\u4ee5\u7406\u89e3\u4e3a\u4e00\u79cd\u9762\u5411\u5927\u8bed\u8a00\u6a21\u578b\u7684\u63a8\u7406\/\u670d\u52a1\u6846\u67b6\u3002\u5b83\u4e0d\u662f\u4e00\u4e2a\u5927\u6a21\u578b\uff0c\u4e5f\u4e0d\u662f\u4e00\u5bb6AI\u516c\u53f8\uff0c\u800c\u662f\u4e00\u5957\u8ba9\u5927\u6a21\u578b\u9ad8\u6548\u8fd0\u884c\u7684\u57fa\u7840\u8f6f\u4ef6\u3002<\/p>\n<p>\u667a\u8c31\u5728\u4f7f\u7528SGLang\u8fd9\u5957\u5f00\u6e90\u63a8\u7406\u6846\u67b6\u65f6\uff0c\u53d1\u73b0\u4e86\u4e00\u4e2a\u9ad8\u5e76\u53d1\u7f13\u5b58bug\u3002<\/p>\n<p>\u5b83\u6ca1\u6709\u53ea\u5728\u81ea\u5df1\u5185\u90e8\u4fee\uff0c\u667a\u8c31\u8fd8\u628a\u4fee\u590d\u4ee3\u7801\u63d0\u4ea4\u7ed9SGLang\u8fd9\u4e2a\u5f00\u6e90\u9879\u76ee\u3002<\/p>\n<p>\u9879\u76ee\u7ef4\u62a4\u8005\u5ba1\u6838\u540e\u63a5\u53d7\u5e76\u5408\u5e76\u3002\u4e8e\u662f\uff0c\u8fd9\u4e2a\u4fee\u590d\u8fdb\u5165\u4e86\u516c\u5171\u7248\u672c\uff0c\u5176\u4ed6\u4f7f\u7528SGLang\u7684\u5f00\u53d1\u8005\u548c\u516c\u53f8\u4e4b\u540e\u4e5f\u53ef\u4ee5\u7528\u5230\u3002<\/p>\n<p>\u8fd9\u4ec0\u4e48\u610f\u601d\u5462\uff1f<\/p>\n<p>\u5982\u679c\u5343\u95ee\u7684\u67d0\u4e2a\u90e8\u7f72\u94fe\u8def\u7528\u4e86SGLang+HiCache\uff0c\u90a3\u4e48\u963f\u91cc\u4e5f\u4f1a\u56e0\u4e3a\u667a\u8c31\u53d1\u73b0\u5e76\u4fee\u590d\u4e86\u8fd9\u4e2a\u95ee\u9898\u800c\u53d7\u76ca\u3002<\/p>\n<p>\u8fd8\u662f\u521a\u624d\u8bf4\u7684\u90a3\u53e5\u8bdd\uff0c\u6a21\u578b\u662f\u6ca1\u6709\u53d8\u7684\uff0c\u4f46\u901a\u8fc7\u5de5\u7a0b\u4f18\u5316\uff0c\u8ba9\u5b83\u5728\u7528\u8d77\u6765\u7684\u65f6\u5019\u66f4\u806a\u660e\u4e86\u3002<\/p>\n<p><strong>B<\/strong><\/p>\n<p>\u667a\u8c31\u8fd9\u7bc7\u535a\u5ba2\u771f\u6b63\u6233\u7834\u7684\uff0c\u662f\u4e00\u4e2a\u66f4\u6df1\u7684\u5c42\u6b21\u3002<\/p>\n<p>Chatbot\u65f6\u4ee3\u7684\u4fbf\u5b9c\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6765\u81ea\u8bad\u7ec3\u6210\u672c\u4f4e\uff0c\u4e00\u90e8\u5206\u8bad\u7ec3\u96c6\u6765\u81ea\u5bf9\u5934\u90e8\u6a21\u578b\u7684\u84b8\u998f\u3002<\/p>\n<p>Agent\u65f6\u4ee3\uff0c\u8fd9\u62db\u884c\u4e0d\u901a\u4e86\u3002<\/p>\n<p>\u4eca\u5e74\u4ee5\u6765\uff0cAnthropic\u548cOpenAI\u9646\u7eed\u5173\u95ed\u4e86\u84b8\u998f\u5165\u53e3\uff0c\u660e\u786e\u7981\u6b62\u7528\u5176\u6a21\u578b\u8f93\u51fa\u8bad\u7ec3\u7ade\u4e89\u6a21\u578b\u3002\u9760\u84b8\u998f\u53d6\u5de7\u7684\u8def\uff0c\u8d8a\u6765\u8d8a\u7a84\u3002<\/p>\n<p>\u4f46\u4e2d\u56fdAI\u516c\u53f8\u7684\u6027\u4ef7\u6bd4\u53d9\u4e8b\u5e76\u6ca1\u6709\u5f31\u4e0b\u53bb\uff0c\u5e02\u573a\u53cd\u800c\u5728\u4e3a\u8fd9\u4e2a\u6545\u4e8b\u52a0\u7801\u3002<\/p>\n<p>\u539f\u56e0\u5728\u4e8e\uff0c\u6027\u4ef7\u6bd4\u7684\u5b9a\u4e49\u5df2\u7ecf\u53d8\u4e86\u3002<\/p>\n<p>Chatbot\u65f6\u4ee3\uff0c\u5e73\u5747\u4e0a\u4e0b\u658755K tokens\uff0c\u5355\u6b21\u5bf9\u8bdd\uff0c\u4f4e\u5e76\u53d1\u3002<\/p>\n<p>Agent\u65f6\u4ee3\uff0c\u5e73\u5747\u4e0a\u4e0b\u658770K+ 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