{"id":99567,"date":"2026-09-02T21:33:01","date_gmt":"2026-09-02T13:33:01","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/99567.html"},"modified":"2026-09-02T21:33:01","modified_gmt":"2026-09-02T13:33:01","slug":"%e5%8d%97%e5%a4%a7-ai-%e8%af%be-token-%e8%87%aa%e8%b4%b9%ef%bc%9a%e7%94%a8%e7%bc%93%e5%ad%98%e5%91%bd%e4%b8%ad%e7%8e%87%e7%ae%97%e4%b8%80%e5%ad%a6%e6%9c%9f%e8%b4%a6%e5%8d%95","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/99567.html","title":{"rendered":"\u5357\u5927 AI \u8bfe Token \u81ea\u8d39\uff1a\u7528\u7f13\u5b58\u547d\u4e2d\u7387\u7b97\u4e00\u5b66\u671f\u8d26\u5355"},"content":{"rendered":"<h2>\u5357\u5927 AI \u8bfe Token \u81ea\u8d39&#xff1a;\u7528\u7f13\u5b58\u547d\u4e2d\u7387\u7b97\u4e00\u5b66\u671f\u8d26\u5355<\/h2>\n<p>\u5173\u952e\u8bcd&#xff1a;\u751f\u6210\u5f0f\u8f6f\u4ef6\u5de5\u7a0b\u3001\u848b\u708e\u5ca9\u3001deepseek-v4-flash\u3001Token \u6210\u672c\u3001KV Cache \u7f13\u5b58\u547d\u4e2d\u3001\u4e0a\u4e0b\u6587\u5de5\u7a0b\u3001Agent \u6210\u672c\u63a7\u5236<\/p>\n<hr \/>\n<h3>\u76ee\u5f55<\/h3>\n<ul>\n<li>\u4e00\u3001\u5bfc\u8bed&#xff1a;\u4e00\u53e5\u8bfe\u5802\u72e0\u8bdd&#xff0c;\u548c\u4e00\u4efd\u6ca1\u4eba\u7ec6\u770b\u7684\u5b9a\u4ef7\u8868<\/li>\n<li>\u4e8c\u3001\u5148\u628a\u4e8b\u5b9e\u548c\u4f20\u8a00\u5206\u5f00&#xff1a;\u8bfe\u4ef6\u6ca1\u544a\u8bc9\u4f60\u7684\u4e24\u4ef6\u4e8b\n<ul>\n<li>2.1 \u5b98\u65b9\u8bfe\u7a0b\u9875\u4e0a\u4e24\u4e2a\u88ab\u5ffd\u7565\u7684\u7ec6\u8282<\/li>\n<li>2.2 \u8fd9\u4e0d\u662f\u5b64\u4f8b&#xff1a;AI \u5fc5\u4fee\u8bfe\u6b63\u5728\u5168\u7403\u540c\u6b65\u94fa\u5f00<\/li>\n<\/ul>\n<\/li>\n<li>\u4e09\u3001Token \u5230\u5e95\u8d35\u5728\u54ea&#xff1a;\u5148\u6446\u5b98\u65b9\u5b9a\u4ef7\u8868<\/li>\n<li>\u56db\u3001\u5b9e\u6d4b&#xff1a;\u628a\u6574\u4e2a\u4ee3\u7801\u5e93\u585e\u8fdb\u4e0a\u4e0b\u6587\u8981\u591a\u5c11\u94b1<\/li>\n<li>\u4e94\u3001\u771f\u6b63\u70e7\u94b1\u7684\u4e0d\u662f\u4ee3\u7801\u5e93&#xff0c;\u662f\u4e0a\u4e0b\u6587\u4e58\u4ee5\u8f6e\u6570<\/li>\n<li>\u516d\u3001\u201c\u4e0d\u8981 Tokenmaxxing\u201d \u7684\u7cbe\u786e\u6280\u672f\u542b\u4e49<\/li>\n<li>\u4e03\u3001\u52a8\u624b&#xff1a;\u7ed9\u81ea\u5df1\u7b97\u4e00\u7b14\u8d26<\/li>\n<li>\u516b\u3001\u51b7\u9759\u89c6\u89d2&#xff1a;\u4e89\u8bae\u5728\u54ea&#xff0c;\u8fb9\u754c\u5728\u54ea<\/li>\n<li>\u603b\u7ed3<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e00\u3001\u5bfc\u8bed&#xff1a;\u4e00\u53e5\u8bfe\u5802\u72e0\u8bdd&#xff0c;\u548c\u4e00\u4efd\u6ca1\u4eba\u7ec6\u770b\u7684\u5b9a\u4ef7\u8868<\/h3>\n<p>2026 \u5e74\u79cb\u5b63\u5f00\u5b66\u5b63&#xff0c;\u5357\u4eac\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u526f\u6559\u6388\u848b\u708e\u5ca9\u5728\u65b0\u5f00\u7684\u300a\u751f\u6210\u5f0f\u8f6f\u4ef6\u5de5\u7a0b\u300b\u8bfe\u4e0a\u653e\u4e86\u4e00\u9875\u8bfe\u4ef6&#xff0c;\u9996\u9875\u4e00\u884c\u7ea2\u5b57&#xff1a;\u300c\u6ca1\u6709 Token \u7684 CS \u5b66\u751f&#xff0c;\u5e94\u7acb\u5373\u9000\u5b66\u300d\u3002\u622a\u56fe\u6d41\u51fa\u540e&#xff0c;\u77e5\u4e4e\u76f8\u5173\u8bdd\u9898\u51b2\u4e0a\u70ed\u699c&#xff0c;\u5f88\u5feb\u6512\u5230\u56db\u767e\u591a\u6761\u56de\u7b54\u3002<\/p>\n<p>\u8fd9\u53e5\u8bdd\u7684\u4f20\u64ad\u6548\u7387\u6781\u9ad8&#xff0c;\u56e0\u4e3a\u5b83\u540c\u65f6\u8e29\u4e2d\u4e86\u4e24\u4e2a\u60c5\u7eea\u6309\u94ae&#xff1a;\u4e00\u662f&#034;\u5b66\u6821\u53c8\u5728\u903c\u5b66\u751f\u82b1\u94b1&#034;&#xff0c;\u4e8c\u662f&#034;\u4e0d\u7528 AI \u5c31\u8981\u88ab\u6dd8\u6c70&#034;\u3002\u4f46\u4f20\u64ad\u7684\u4ee3\u4ef7\u662f\u5931\u7126\u2014\u2014\u51e0\u4e4e\u6240\u6709\u8ba8\u8bba\u90fd\u505c\u5728&#034;\u8be5\u4e0d\u8be5\u81ea\u8d39&#034;\u7684\u7acb\u573a\u4e4b\u4e89\u4e0a&#xff0c;\u800c\u6ca1\u6709\u4efb\u4f55\u4e00\u7bc7\u6587\u7ae0\u8ba4\u771f\u7b97\u8fc7&#xff1a;\u8fd9\u95e8\u8bfe\u4e00\u5b66\u671f\u5230\u5e95\u8981\u82b1\u591a\u5c11\u94b1\u3002<\/p>\n<p>\u848b\u708e\u5ca9\u5728\u8bfe\u4e0a\u7ed9\u4e86\u4e00\u4e2a\u6570\u5b57&#xff1a;\u5efa\u8bae\u5b66\u751f\u53bb DeepSeek \u5145 100 \u5757\u3002\u8fd9\u4e2a\u6570\u5b57\u662f\u62cd\u8111\u888b\u8fd8\u662f\u7b97\u8fc7\u7684&#xff1f;\u6211\u6309 DeepSeek \u5b98\u65b9\u5b9a\u4ef7\u8868\u505a\u4e86\u5b8c\u6574\u6d4b\u7b97&#xff0c;\u987a\u5e26\u628a&#034;\u8ba9 Agent \u8bfb\u6574\u4e2a\u4ee3\u7801\u5e93\u5230\u5e95\u6709\u591a\u8d35&#034;\u8fd9\u4ef6\u4e8b\u4e5f\u5b9e\u6d4b\u4e86\u4e00\u904d\u3002\u7ed3\u8bba\u6709\u70b9\u53cd\u76f4\u89c9&#xff1a;<\/p>\n<ul>\n<li>100 \u5143\u5bf9\u5178\u578b\u4f7f\u7528\u573a\u666f\u7ef0\u7ef0\u6709\u4f59&#xff0c;\u4e00\u5b66\u671f\u5b9e\u9645\u652f\u51fa\u4e2d\u4f4d\u6570\u5728 40 \u5143\u5de6\u53f3&#xff1b;<\/li>\n<li>\u4f46\u6210\u672c\u66f2\u7ebf\u6781\u5176\u9661\u5ced&#xff0c;\u53ea\u8981\u7f13\u5b58\u5931\u6548\u6216\u4e0a\u4e0b\u6587\u7ffb\u500d&#xff0c;\u4e00\u5b66\u671f\u53ef\u4ee5\u8f7b\u677e\u70e7\u5230 480 \u5143&#xff1b;<\/li>\n<li>\u6700\u503c\u94b1\u7684\u7701\u94b1\u52a8\u4f5c\u4e0d\u662f&#034;\u5c11\u7528\u70b9&#034;&#xff0c;\u800c\u662f\u8ba9 prompt \u524d\u7f00\u7a33\u5b9a\u547d\u4e2d\u7f13\u5b58\u2014\u2014\u8fd9\u4e00\u9879\u6bd4&#034;\u628a\u4ee3\u7801\u5e93\u780d\u4e00\u534a&#034;\u6709\u6548\u4e09\u500d\u3002<\/li>\n<\/ul>\n<p>\u7b2c\u4e09\u6761\u5c24\u5176\u503c\u5f97\u8bf4\u3002\u5b83\u7ed9&#034;\u4e0d\u8981 Tokenmaxxing&#034;\u8fd9\u53e5\u7565\u5e26\u8c03\u4f83\u7684\u8bfe\u5802\u9ed1\u8bdd&#xff0c;\u627e\u5230\u4e86\u4e00\u4e2a\u975e\u5e38\u786c\u7684\u5de5\u7a0b\u843d\u70b9\u3002<\/p>\n<p>\u56fe\u4e00&#xff1a;\u4e8b\u5b9e\u8fb9\u754c\u2014\u2014\u5b98\u65b9\u8bfe\u7a0b\u9875\u4e0e\u4f20\u8a00<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260902133255-6a98258733364.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>&#xff08;\u56fe\u4e00&#xff1a;\u5de6\u680f\u4e3a\u8bfe\u7a0b\u5b98\u65b9\u4e3b\u9875\u4e0e DeepSeek \u5b98\u65b9\u5b9a\u4ef7\u9875\u53ef\u67e5\u8bc1\u7684\u5185\u5bb9&#xff0c;\u53f3\u680f\u4e3a\u7f51\u7edc\u6d41\u4f20\u4f46\u65e0\u4e00\u624b\u8bc1\u636e\u7684\u8bf4\u6cd5&#xff1b;\u4e89\u8bae\u7684\u771f\u6b63\u7126\u70b9\u4e0d\u5728&#034;\u8981\u4e0d\u8981\u82b1\u94b1&#034;&#xff0c;\u800c\u5728\u6559\u80b2\u6210\u672c\u8be5\u7531\u8c01\u627f\u62c5&#xff09;<\/p>\n<hr \/>\n<h3>\u4e8c\u3001\u5148\u628a\u4e8b\u5b9e\u548c\u4f20\u8a00\u5206\u5f00&#xff1a;\u8bfe\u4ef6\u6ca1\u544a\u8bc9\u4f60\u7684\u4e24\u4ef6\u4e8b<\/h3>\n<\/p>\n<h4>2.1 \u5b98\u65b9\u8bfe\u7a0b\u9875\u4e0a\u4e24\u4e2a\u88ab\u5ffd\u7565\u7684\u7ec6\u8282<\/h4>\n<p>\u8fd9\u95e8\u8bfe\u7684\u5b98\u65b9\u4e3b\u9875\u662f\u516c\u5f00\u7684&#xff08;jyywiki.cn\/GSE\/2026\/&#xff09;&#xff0c;B \u7ad9\u8fd8\u6709\u540c\u6b65\u76f4\u64ad\u3002\u6211\u628a\u5b83\u7ffb\u4e86\u4e00\u904d&#xff0c;\u53d1\u73b0\u4e24\u4e2a\u7ec6\u8282\u5728\u6240\u6709\u5a92\u4f53\u62a5\u9053\u91cc\u90fd\u7f3a\u5e2d\u4e86&#xff0c;\u4f46\u5b83\u4eec\u5bf9\u7406\u89e3\u8fd9\u95e8\u8bfe\u7684\u6027\u8d28\u5f88\u5173\u952e\u3002<\/p>\n<p>\u7b2c\u4e00&#xff0c;\u8fd9\u95e8\u8bfe\u4e0d\u6253\u5206\u3002 \u8bfe\u7a0b\u9875\u767d\u7eb8\u9ed1\u5b57\u5199\u7740&#034;\u6210\u7ee9&#xff1a;\u4e0d\u8ba1\u5206&#xff0c;\u4ec5\u901a\u8fc7 \/ \u4e0d\u901a\u8fc7&#034;\u3002\u8fd9\u610f\u5473\u7740&#034;\u6ca1 Token \u5c31\u9000\u5b66&#034;\u4ece\u5236\u5ea6\u4e0a\u5c31\u4e0d\u53ef\u80fd\u662f\u5904\u5206\u6761\u6b3e\u2014\u2014\u4e00\u4e2a\u901a\u8fc7\u5236\u7684\u9009\u4fee\u8bfe&#xff0c;\u6839\u672c\u6ca1\u6709&#034;\u9000\u5b66&#034;\u8fd9\u4e2a\u6267\u884c\u8def\u5f84\u3002\u5b83\u662f\u4e00\u53e5\u8bfe\u5802\u4fee\u8f9e&#xff0c;\u529f\u80fd\u662f\u7834\u51b0\u548c\u7b5b\u9009\u6ce8\u610f\u529b&#xff0c;\u4e0d\u662f\u6821\u7eaa\u3002<\/p>\n<p>\u7b2c\u4e8c&#xff0c;Projects \u5217\u8868\u91cc\u6709\u4e00\u4e2a\u53eb\u300c\u4f5c\u4e1a\u5e2e\u5e2e\u300d\u7684\u9879\u76ee&#xff0c;\u5b98\u65b9\u63cf\u8ff0\u662f&#034;\u80fd\u81ea\u52a8\u5b8c\u6210\u4f5c\u4e1a&#xff0c;\u5e76\u4e14\u770b\u8d77\u6765\u50cf\u4eba\u5b8c\u6210\u7684&#xff0c;\u81ea\u5e26\u4f2a\u9020\u7684 git \u8bb0\u5f55&#034;\u3002<\/p>\n<p>\u8fd9\u4e2a\u4f5c\u4e1a\u8bbe\u8ba1\u76f8\u5f53\u72e0\u3002\u5b83\u4e0d\u56de\u907f&#034;\u5b66\u751f\u7528 AI \u6284\u4f5c\u4e1a&#034;\u8fd9\u4e2a\u4e8b\u5b9e&#xff0c;\u53cd\u800c\u628a\u5b83\u53d8\u6210\u4f5c\u4e1a\u672c\u8eab&#xff1a;\u4f60\u8981\u771f\u80fd\u628a\u8fd9\u5957\u4e1c\u897f\u505a\u51fa\u6765&#xff0c;\u4f60\u5bf9 Agent \u7684\u80fd\u529b\u8fb9\u754c\u3001\u7248\u672c\u4f2a\u9020\u3001\u884c\u4e3a\u62df\u771f\u7684\u7406\u89e3&#xff0c;\u5c31\u5df2\u7ecf\u8d85\u8fc7\u4e86\u7edd\u5927\u591a\u6570\u53ea\u4f1a\u88ab\u52a8\u8c03\u7528 API \u7684\u4eba\u3002 \u8fd9\u6bd4\u5728\u8bfe\u5802\u4e0a\u5ba3\u8bb2&#034;\u7981\u6b62\u4f7f\u7528 AI&#034;\u8981\u8bda\u5b9e\u5f97\u591a\u3002<\/p>\n<p>\u8bfe\u7a0b\u5927\u7eb2\u7684\u9aa8\u67b6\u4e5f\u503c\u5f97\u4e00\u63d0&#xff0c;\u5b83\u5e76\u6ca1\u6709\u628a AI \u5355\u5217\u6210\u4e00\u5757&#xff0c;\u800c\u662f\u5d4c\u8fdb\u7ecf\u5178\u8f6f\u4ef6\u5de5\u7a0b\u751f\u547d\u5468\u671f\u7684\u6bcf\u4e2a\u73af\u8282&#xff1a;<\/p>\n<p>\u56fe\u4e8c&#xff1a;\u8bfe\u7a0b\u5927\u7eb2\u2014\u2014\u4ece\u6a21\u578b\u5230\u6f14\u5316\u7684\u4e94\u6bb5\u7ed3\u6784<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260902133256-6a98258878593.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>&#xff08;\u56fe\u4e8c&#xff1a;\u5b98\u65b9\u8bfe\u7a0b\u4e3b\u9875\u5217\u51fa\u7684\u4e94\u5927\u6a21\u5757\u4e0e\u56db\u4e2a Projects&#xff1b;\u9aa8\u67b6\u4ecd\u662f\u7ecf\u5178\u8f6f\u4ef6\u5de5\u7a0b\u751f\u547d\u5468\u671f&#xff0c;AI \u662f\u88ab\u5d4c\u5165\u6bcf\u4e2a\u73af\u8282\u7684\u53d8\u91cf&#xff0c;\u800c\u4e0d\u662f\u72ec\u7acb\u7ae0\u8282&#xff09;<\/p>\n<p>\u4e09\u6761\u8bfe\u5802 Policy \u7684\u539f\u6587\u53e3\u5f84&#xff08;\u636e\u8bfe\u7a0b\u5185\u5bb9\u6574\u7406&#xff0c;\u591a\u5bb6\u5a92\u4f53\u8868\u8ff0\u4e00\u81f4&#xff09;&#xff1a;<\/p>\n<table>\n<tr>Policy\u539f\u6587\u542b\u4e49\u5bf9\u5e94\u7684\u5de5\u7a0b\u80fd\u529b<\/tr>\n<tbody>\n<tr>\n<td>\u7981\u6b62\u53e4\u6cd5\u7f16\u7a0b<\/td>\n<td>\u522b\u518d\u7528\u5341\u5e74\u524d\u90a3\u5957\u65b9\u5f0f\u6572\u4ee3\u7801<\/td>\n<td>\u4eba\u673a\u5206\u5de5\u4e0e\u4efb\u52a1\u62c6\u89e3<\/td>\n<\/tr>\n<tr>\n<td>Token \u81ea\u8d39<\/td>\n<td>\u4f5c\u4e1a\u5168\u7a0b\u57fa\u4e8e deepseek-v4-flash&#xff0c;\u8d39\u7528\u81ea\u7406<\/td>\n<td>\u6210\u672c\u610f\u8bc6<\/td>\n<\/tr>\n<tr>\n<td>\u4e0d\u9700\u8981 Tokenmaxxing<\/td>\n<td>\u522b\u62ff Token \u5f53\u6c34\u559d&#xff0c;\u8981\u9ad8\u6548\u5730\u7528<\/td>\n<td>\u4e0a\u4e0b\u6587\u5de5\u7a0b\u4e0e\u7f13\u5b58\u590d\u7528<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7b2c\u4e09\u6761\u662f\u5168\u6587\u7684\u91cd\u70b9&#xff0c;\u7b2c\u4e94\u8282\u8be6\u7ec6\u62c6\u3002<\/p>\n<\/p>\n<h4>2.2 \u8fd9\u4e0d\u662f\u5b64\u4f8b&#xff1a;AI \u5fc5\u4fee\u8bfe\u6b63\u5728\u5168\u7403\u540c\u6b65\u94fa\u5f00<\/h4>\n<p>\u628a\u5357\u5927\u8fd9\u9875\u8bfe\u4ef6\u5f53\u6210\u4e00\u6b21\u5b64\u7acb\u7684\u884c\u4e3a\u827a\u672f&#xff0c;\u4f1a\u9519\u8fc7\u771f\u6b63\u7684\u4fe1\u53f7\u3002AI \u8bfe\u6b63\u5728\u4ece&#034;\u9009\u4fee\u52a0\u5206\u9879&#034;\u53d8\u6210&#034;\u901a\u8bc6\u57fa\u7840\u8bbe\u65bd&#034;&#xff0c;\u800c\u4e14\u8282\u594f\u6bd4\u5f88\u591a\u4eba\u60f3\u8c61\u7684\u5feb\u3002<\/p>\n<p>\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u7684 THE1008\u300aApplied Generative AI: From Prompting to Evaluation\u300b\u4ece 2026\/27 \u5b66\u5e74\u8d77\u6210\u4e3a\u65b0\u751f\u5fc5\u4fee\u8bfe&#xff0c;\u8986\u76d6\u7ea6 7700 \u540d\u672c\u79d1\u65b0\u751f&#xff08;NUS \u5b98\u65b9\u65b0\u95fb\u5ba4\u516c\u5e03&#xff09;\u3002\u590d\u65e6\u5927\u5b66\u7684\u300a\u751f\u6210\u5f0f\u8f6f\u4ef6\u5f00\u53d1\u300b&#xff08;\u8bfe\u7a0b\u4ee3\u7801 AIB110005&#xff09;2026 \u5e74\u6625\u5b63\u5f00\u8bfe&#xff0c;3 \u5b66\u5206 \/ 54 \u5b66\u65f6&#xff0c;\u660e\u786e\u9762\u5411\u975e\u8ba1\u7b97\u673a\u4e13\u4e1a\u5b66\u751f&#xff08;\u590d\u65e6 AI \u8bfe\u7a0b\u5e73\u53f0\u516c\u5e03&#xff09;\u3002<\/p>\n<p>\u5bf9\u6bd4\u4e4b\u4e0b\u80fd\u770b\u51fa\u5357\u5927\u8fd9\u95e8\u8bfe\u7684\u5b9a\u4f4d\u5dee\u5f02&#xff1a;<\/p>\n<table>\n<tr>\u8bfe\u7a0b\u5f00\u8bfe\u65b9\u9762\u5411\u5bf9\u8c61\u5b66\u5206\/\u89c4\u6a21Token \u627f\u62c5\u65b9\u5f0f<\/tr>\n<tbody>\n<tr>\n<td>\u751f\u6210\u5f0f\u8f6f\u4ef6\u5de5\u7a0b<\/td>\n<td>\u5357\u5927\u8ba1\u7b97\u673a\u5b66\u9662<\/td>\n<td>\u8ba1\u7b97\u673a\u4e13\u4e1a\u9009\u4fee<\/td>\n<td>\u901a\u8fc7\u5236&#xff0c;\u4e0d\u6253\u5206<\/td>\n<td>\u5b66\u751f\u81ea\u8d39<\/td>\n<\/tr>\n<tr>\n<td>THE1008 Applied GenAI<\/td>\n<td>\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66<\/td>\n<td>\u5168\u4f53\u65b0\u751f\u5fc5\u4fee<\/td>\n<td>\u7ea6 7700 \u4eba\/\u5b66\u5e74<\/td>\n<td>\u5b66\u6821\u7edf\u4e00<\/td>\n<\/tr>\n<tr>\n<td>\u751f\u6210\u5f0f\u8f6f\u4ef6\u5f00\u53d1 AIB110005<\/td>\n<td>\u590d\u65e6\u5927\u5b66<\/td>\n<td>\u975e\u8ba1\u7b97\u673a\u4e13\u4e1a<\/td>\n<td>3 \u5b66\u5206 \/ 54 \u5b66\u65f6<\/td>\n<td>\u5b66\u6821\u7edf\u4e00<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u662f\u672c\u6587\u7b2c\u4e00\u4e2a\u5c5e\u4e8e\u81ea\u5df1\u7684\u5224\u65ad&#xff1a; \u4e09\u6240\u5b66\u6821\u7684\u8bfe\u7a0b\u8bbe\u8ba1\u5dee\u5f02\u4e0d\u5927&#xff0c;\u771f\u6b63\u7684\u5206\u6b67\u70b9\u53ea\u6709\u4e00\u4e2a\u2014\u2014\u8c01\u6765\u4e70\u5355\u3002\u5357\u5927\u628a\u6210\u672c\u8f6c\u5ac1\u7ed9\u4e86\u5b66\u751f&#xff0c;\u53e6\u5916\u4e24\u6240\u7531\u5b66\u6821\u627f\u62c5\u3002\u8fd9\u4e2a\u5206\u6b67&#xff0c;\u6070\u6070\u662f\u7b2c\u516d\u8282\u90a3\u573a\u4e89\u8bba\u7684\u6838\u5fc3\u3002<\/p>\n<hr \/>\n<h3>\u4e09\u3001Token \u5230\u5e95\u8d35\u5728\u54ea&#xff1a;\u5148\u6446\u5b98\u65b9\u5b9a\u4ef7\u8868<\/h3>\n<p>\u8ba8\u8bba\u6210\u672c\u4e4b\u524d\u5fc5\u987b\u5148\u628a\u4ef7\u683c\u9489\u6b7b&#xff0c;\u56e0\u4e3a\u7f51\u4e0a\u4f20\u7684\u6570\u5b57\u6df7\u4e71\u5f97\u79bb\u8c31\u3002\u4ee5\u4e0b\u5168\u90e8\u6765\u81ea DeepSeek \u5b98\u65b9 API \u6587\u6863&#xff08;api-docs.deepseek.com&#xff0c;2026-09-02 \u8bbf\u95ee\u7684\u4e2d\u6587\u5b9a\u4ef7\u9875&#xff09;&#xff0c;deepseek-v4-flash \u578b\u53f7&#xff1a;<\/p>\n<table>\n<tr>\u8ba1\u8d39\u9879\u7a7a\u95f2\u65f6\u6bb5\u9ad8\u5cf0\u65f6\u6bb5<\/tr>\n<tbody>\n<tr>\n<td>\u8f93\u5165 \u00b7 \u7f13\u5b58\u547d\u4e2d<\/td>\n<td>\u00a50.05 \/ \u767e\u4e07 tokens<\/td>\n<td>\u00a50.10 \/ \u767e\u4e07 tokens<\/td>\n<\/tr>\n<tr>\n<td>\u8f93\u5165 \u00b7 \u7f13\u5b58\u672a\u547d\u4e2d<\/td>\n<td>\u00a51.50 \/ \u767e\u4e07 tokens<\/td>\n<td>\u00a53.00 \/ \u767e\u4e07 tokens<\/td>\n<\/tr>\n<tr>\n<td>\u8f93\u51fa<\/td>\n<td>\u00a54.50 \/ \u767e\u4e07 tokens<\/td>\n<td>\u00a59.00 \/ \u767e\u4e07 tokens<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u53e6\u5916\u4e24\u4e2a\u786c\u6307\u6807&#xff1a;\u4e0a\u4e0b\u6587\u957f\u5ea6 1M&#xff0c;\u5355\u6b21\u6700\u5927\u8f93\u51fa 384K\u3002<\/p>\n<p>\u8fd9\u91cc\u6709\u4e24\u4ef6\u4e8b\u5fc5\u987b\u70b9\u51fa\u6765&#xff0c;\u5b83\u4eec\u51b3\u5b9a\u4e86\u540e\u9762\u6240\u6709\u7684\u8ba1\u7b97&#xff1a;<\/p>\n<p>\u7b2c\u4e00&#xff0c;\u7f13\u5b58\u547d\u4e2d\u548c\u672a\u547d\u4e2d\u5dee 30 \u500d&#xff08;\u00a50.05 vs \u00a51.50&#xff09;\u3002\u8fd9\u662f\u6574\u5f20\u5b9a\u4ef7\u8868\u91cc\u6700\u5927\u7684\u4ef7\u5dee&#xff0c;\u6bd4&#034;\u6362\u66f4\u4fbf\u5b9c\u7684\u6a21\u578b&#034;\u7684\u5f71\u54cd\u5927\u5f97\u591a\u3002\u6240\u8c13 KV Cache \u547d\u4e2d&#xff0c;\u6307\u7684\u662f\u4f60\u8fd9\u4e00\u8f6e\u8bf7\u6c42\u7684\u524d\u7f00\u4e0e\u4e0d\u4e45\u524d\u7684\u67d0\u6b21\u8bf7\u6c42\u5b8c\u5168\u4e00\u81f4&#xff0c;\u6a21\u578b\u53ef\u4ee5\u76f4\u63a5\u590d\u7528\u5df2\u7b97\u597d\u7684\u4e2d\u95f4\u72b6\u6001\u3002<\/p>\n<p>\u7b2c\u4e8c&#xff0c;\u9ad8\u5cf0\u65f6\u6bb5\u4ef7\u683c\u7ffb\u500d&#xff0c;\u4e14\u65f6\u6bb5\u5b9a\u4e49\u5bf9\u56fd\u5185\u5b66\u751f\u6781\u4e0d\u53cb\u597d\u3002 \u5b98\u65b9\u5b9a\u4e49\u7684\u9ad8\u5cf0\u662f\u5317\u4eac\u65f6\u95f4\u5468\u4e00\u81f3\u5468\u4e94 9:00-12:00\u300114:00-18:00\u3002\u6362\u53e5\u8bdd\u8bf4&#xff0c;\u4e00\u4e2a\u6b63\u5e38\u4f5c\u606f\u3001\u767d\u5929\u4e0a\u8bfe\u665a\u4e0a\u5199\u4f5c\u4e1a\u7684\u5b66\u751f&#xff0c;\u4f1a\u628a\u5927\u90e8\u5206\u8c03\u7528\u843d\u5728\u7a7a\u95f2\u65f6\u6bb5&#xff1b;\u4f46\u5982\u679c\u4ed6\u4e60\u60ef\u5728\u4e0b\u5348\u673a\u623f\u96c6\u4e2d\u8d76\u4f5c\u4e1a&#xff0c;\u6210\u672c\u76f4\u63a5\u7ffb\u500d\u3002\u8fd9\u4e2a\u7ec6\u8282\u51e0\u4e4e\u6ca1\u4eba\u63d0&#xff0c;\u4f46\u5b83\u5bf9\u6700\u7ec8\u8d26\u5355\u7684\u5f71\u54cd\u548c&#034;\u6362\u6a21\u578b&#034;\u662f\u540c\u4e00\u4e2a\u91cf\u7ea7\u3002<\/p>\n<p>\u987a\u624b\u505a\u4e2a\u6362\u7b97&#xff1a;100 \u5143\u5728\u7a7a\u95f2\u65f6\u6bb5\u80fd\u4e70\u5230 66.7M \u8f93\u5165 tokens&#xff08;\u7f13\u5b58\u672a\u547d\u4e2d&#xff09;\u30012000M \u8f93\u5165 tokens&#xff08;\u7f13\u5b58\u547d\u4e2d&#xff09;&#xff0c;\u6216 22.2M \u8f93\u51fa tokens\u3002<\/p>\n<hr \/>\n<h3>\u56db\u3001\u5b9e\u6d4b&#xff1a;\u628a\u6574\u4e2a\u4ee3\u7801\u5e93\u585e\u8fdb\u4e0a\u4e0b\u6587\u8981\u591a\u5c11\u94b1<\/h3>\n<p>\u848b\u708e\u5ca9\u63d0\u5230&#034;\u8ba9 Agent \u8bfb\u6574\u4e2a\u4ee3\u7801\u5e93\u8981\u70e7\u94b1&#034;\u3002\u8fd9\u53e5\u8bdd\u5bf9\u4e0d\u5bf9&#xff1f;\u6211\u627e\u4e86\u516d\u4e2a\u771f\u5b9e\u9879\u76ee\u5b9e\u6d4b\u4e86\u4e00\u904d\u3002\u6837\u672c\u53d6\u5404\u9879\u76ee\u7684 Python \u6e90\u7801&#xff08;\u6392\u9664\u6d4b\u8bd5\u4e0e\u6784\u5efa\u4ea7\u7269&#xff09;&#xff0c;\u5206\u8bcd\u7528 tiktoken \u7684 cl100k_base \u4f5c\u4ee3\u7406\u2014\u2014DeepSeek \u5b9e\u9645\u5206\u8bcd\u5668\u4e0d\u540c&#xff0c;\u4ee3\u7801\u6587\u672c\u7684 token \u6570\u8bef\u5dee\u901a\u5e38\u5728 \u00b120% \u4ee5\u5185&#xff0c;\u8fd9\u4e2a\u7cbe\u5ea6\u5bf9\u91cf\u7ea7\u5224\u65ad\u591f\u7528\u3002<\/p>\n<table>\n<tr>\u9879\u76ee\u6587\u4ef6\u6570\u884c\u6570tokens\u5355\u6b21\u5168\u5e93\u5165\u4e0a\u4e0b\u6587&#xff08;\u7a7a\u95f2&#xff0c;\u7f13\u5b58\u672a\u547d\u4e2d&#xff09;<\/tr>\n<tbody>\n<tr>\n<td>requests<\/td>\n<td>37<\/td>\n<td>12,069<\/td>\n<td>94,439<\/td>\n<td>\u00a50.14<\/td>\n<\/tr>\n<tr>\n<td>click<\/td>\n<td>17<\/td>\n<td>12,196<\/td>\n<td>95,299<\/td>\n<td>\u00a50.14<\/td>\n<\/tr>\n<tr>\n<td>flask<\/td>\n<td>83<\/td>\n<td>18,428<\/td>\n<td>134,439<\/td>\n<td>\u00a50.20<\/td>\n<\/tr>\n<tr>\n<td>fastapi<\/td>\n<td>48<\/td>\n<td>21,096<\/td>\n<td>152,557<\/td>\n<td>\u00a50.23<\/td>\n<\/tr>\n<tr>\n<td>matplotlib<\/td>\n<td>248<\/td>\n<td>200,422<\/td>\n<td>1,930,783<\/td>\n<td>\u00a52.90<\/td>\n<\/tr>\n<tr>\n<td>numpy<\/td>\n<td>407<\/td>\n<td>243,077<\/td>\n<td>2,330,164<\/td>\n<td>\u00a53.50<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7ed3\u8bba\u5f88\u76f4\u63a5&#xff1a;&#034;\u8ba9 Agent \u8bfb\u6574\u4e2a\u4ee3\u7801\u5e93&#034;\u5728\u7edd\u5927\u591a\u6570\u771f\u5b9e\u9879\u76ee\u4e0a\u6839\u672c\u4e0d\u8d35\u3002 \u628a\u4e24\u4e07\u884c\u7684 fastapi \u6574\u4e2a\u585e\u8fdb\u4e0a\u4e0b\u6587&#xff0c;\u4e00\u6b21\u4e24\u6bdb\u4e09&#xff1b;100 \u5143\u80fd\u8fd9\u4e48\u5e72 437 \u6b21\u3002\u53ea\u6709 numpy&#xff08;24 \u4e07\u884c&#xff09;\u8fd9\u79cd\u91cf\u7ea7\u624d\u4f1a\u5230\u5355\u6b21 3.5 \u5143\u3002<\/p>\n<p>\u6240\u4ee5\u4e25\u683c\u8bb2&#xff0c;\u848b\u708e\u5ca9\u90a3\u53e5\u8bdd\u5728\u4e2d\u5c0f\u9879\u76ee\u4e0a\u662f\u4e0d\u6210\u7acb\u7684\u2014\u2014\u5bf9\u8bfe\u7a0b\u4f5c\u4e1a\u7ea7\u522b\u7684 codebase&#xff0c;\u201c\u5168\u5e93\u8bfb&#034;\u7684\u6210\u672c\u53ef\u4ee5\u5ffd\u7565&#xff0c;\u4e3a\u4e86\u7701\u8fd9\u51e0\u6bdb\u94b1\u53bb\u505a\u4e0a\u4e0b\u6587\u88c1\u526a\u53cd\u800c\u6d6a\u8d39\u65f6\u95f4\u3002\u800c\u5728\u8d85\u5927\u578b\u4ed3\u5e93\u4e0a&#xff0c;\u5b83\u4e5f\u4e0d\u6210\u7acb&#xff0c;\u56e0\u4e3a 1M \u4e0a\u4e0b\u6587\u6839\u672c\u88c5\u4e0d\u4e0b numpy&#xff08;233 \u4e07 tokens&#xff09;&#xff0c;\u4f60\u7269\u7406\u4e0a\u6ca1\u6cd5&#034;\u5168\u5e93\u8bfb\u201d\u3002<\/p>\n<p>\u771f\u6b63\u70e7\u94b1\u7684\u662f\u53e6\u4e00\u4ef6\u4e8b\u3002<\/p>\n<hr \/>\n<h3>\u4e94\u3001\u771f\u6b63\u70e7\u94b1\u7684\u4e0d\u662f\u4ee3\u7801\u5e93&#xff0c;\u662f\u4e0a\u4e0b\u6587\u4e58\u4ee5\u8f6e\u6570<\/h3>\n<p>Agent \u7684\u8ba1\u8d39\u7ed3\u6784\u548c\u4eba\u7c7b\u76f4\u89c9\u76f8\u53cd\u3002\u4eba\u7c7b\u5199\u4e00\u6b21\u4ee3\u7801\u4ed8\u4e00\u6b21&#034;\u7406\u89e3\u6210\u672c&#034;&#xff0c;Agent \u6bcf\u8f6e\u5bf9\u8bdd\u90fd\u8981\u628a\u6574\u4e2a\u4e0a\u4e0b\u6587\u91cd\u65b0\u63d0\u4ea4\u4e00\u904d\u3002\u4e00\u6b21\u4f5c\u4e1a\u4e0d\u662f&#034;\u8bfb\u4e00\u6b21\u4ee3\u7801\u5e93&#034;&#xff0c;\u800c\u662f\u51e0\u5341\u8f6e \u00d7 \u6bcf\u8f6e\u51e0\u5341\u4e07 tokens\u3002<\/p>\n<p>\u6211\u628a\u8fd9\u95e8\u8bfe\u7684\u5178\u578b\u4f5c\u4e1a\u573a\u666f\u5efa\u6a21\u540e\u8dd1\u4e86\u6d4b\u7b97&#xff1a;\u4e00\u5b66\u671f 16 \u5468\u3001\u6bcf\u5468 1 \u6b21\u4f5c\u4e1a\u3002<\/p>\n<p>\u56fe\u4e09&#xff1a;\u4e00\u5b66\u671f Token \u652f\u51fa&#xff08;16 \u5468\u7d2f\u8ba1&#xff09;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260902133258-6a98258a19e5f.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>&#xff08;\u56fe\u4e09&#xff1a;\u6309 deepseek-v4-flash \u7a7a\u95f2\u65f6\u6bb5\u5b9a\u4ef7\u6d4b\u7b97&#xff0c;\u6bcf\u5468 1 \u6b21\u4f5c\u4e1a\u3001\u7f13\u5b58\u547d\u4e2d\u7387\u6309 70% \u8ba1&#xff1b;\u9ad8\u5cf0\u65f6\u6bb5\u4e3a\u56fe\u4e2d\u6570\u503c\u7684\u4e24\u500d\u2014\u2014100 \u5143\u5145\u503c\u8986\u76d6\u5178\u578b\u573a\u666f\u6709\u4f59&#xff0c;\u4f46\u53ea\u8981\u7f13\u5b58\u5931\u6548\u6216\u4e0a\u4e0b\u6587\u7ffb\u500d\u5c31\u4f1a\u88ab\u51fb\u7a7f&#xff09;<\/p>\n<table>\n<tr>\u573a\u666f\u7f13\u5b58\u547d\u4e2d\u7387\u5355\u6b21\u4f5c\u4e1a\u4e00\u5b66\u671f&#xff08;16 \u5468&#xff09;<\/tr>\n<tbody>\n<tr>\n<td>\u8f7b\u91cf&#xff1a;10 \u8f6e \u00d7 50K \u4e0a\u4e0b\u6587<\/td>\n<td>70%<\/td>\n<td>\u00a50.47<\/td>\n<td>\u00a57.5<\/td>\n<\/tr>\n<tr>\n<td>\u5178\u578b&#xff1a;30 \u8f6e \u00d7 100K \u4e0a\u4e0b\u6587<\/td>\n<td>70%<\/td>\n<td>\u00a52.54<\/td>\n<td>\u00a540.6<\/td>\n<\/tr>\n<tr>\n<td>\u5178\u578b&#xff0c;\u4f46\u5168\u5728\u9ad8\u5cf0\u65f6\u6bb5<\/td>\n<td>70%<\/td>\n<td>\u00a55.07<\/td>\n<td>\u00a581.1<\/td>\n<\/tr>\n<tr>\n<td>\u5178\u578b&#xff0c;\u4f46\u7f13\u5b58\u5b8c\u5168\u5931\u6548<\/td>\n<td>0%<\/td>\n<td>\u00a55.58<\/td>\n<td>\u00a589.3<\/td>\n<\/tr>\n<tr>\n<td>\u91cd\u5ea6&#xff1a;60 \u8f6e \u00d7 300K \u4e0a\u4e0b\u6587<\/td>\n<td>70%<\/td>\n<td>\u00a511.97<\/td>\n<td>\u00a5191.5<\/td>\n<\/tr>\n<tr>\n<td>\u91cd\u5ea6&#xff0c;\u4e14\u7f13\u5b58\u5b8c\u5168\u5931\u6548<\/td>\n<td>0%<\/td>\n<td>\u00a530.24<\/td>\n<td>\u00a5483.8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u5f20\u8868\u56de\u7b54\u4e86\u5bfc\u8bed\u91cc\u7684\u95ee\u9898&#xff1a;\u848b\u708e\u5ca9\u8bf4\u7684 100 \u5143\u662f\u7b97\u8fc7\u7684&#xff0c;\u800c\u4e14\u4f30\u5f97\u5f88\u51c6\u2014\u2014\u5b83\u6070\u597d\u8986\u76d6\u5178\u578b\u573a\u666f&#xff08;\u00a540.6&#xff09;\u5e76\u7559\u51fa\u4e00\u500d\u4ee5\u4e0a\u4f59\u91cf\u3002 \u4f46\u5982\u679c\u5b66\u751f\u505a\u7684\u662f&#034;\u91cd\u5ea6&#034;\u7ea7\u522b\u7684 Agent \u9879\u76ee&#xff0c;\u6216\u8005\u5b8c\u5168\u4e0d\u61c2\u7f13\u5b58\u673a\u5236&#xff0c;100 \u5143\u4f1a\u5728\u5b66\u671f\u4e2d\u6bb5\u5c31\u89c1\u5e95\u3002<\/p>\n<p>\u6ce8\u610f 100 \u5143\u7684\u53e6\u4e00\u5c42\u542b\u4e49&#xff1a;\u5b83\u628a&#034;\u6210\u672c\u5931\u63a7&#034;\u4ece\u4e00\u4e2a\u9690\u6027\u98ce\u9669\u53d8\u6210\u4e86\u4e00\u4e2a\u6709\u5f62\u7684\u8fb9\u754c\u3002\u5b66\u751f\u7b2c\u4e00\u6b21\u770b\u5230\u4f59\u989d\u5f80\u4e0b\u6389\u7684\u65f6\u5019&#xff0c;\u4f1a\u5f00\u59cb\u4e3b\u52a8\u8ffd\u95ee&#034;\u8fd9\u8f6e\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8d35&#034;\u2014\u2014\u8fd9\u6b63\u662f\u8fd9\u95e8\u8bfe\u60f3\u8981\u7684\u6559\u5b66\u6548\u679c&#xff0c;\u800c\u4e14\u5b83\u6bd4\u4efb\u4f55\u4e00\u5802\u6210\u672c\u610f\u8bc6\u8bb2\u5ea7\u90fd\u6709\u6548\u3002<\/p>\n<hr \/>\n<h3>\u516d\u3001\u201c\u4e0d\u8981 Tokenmaxxing\u201d \u7684\u7cbe\u786e\u6280\u672f\u542b\u4e49<\/h3>\n<p>Tokenmaxxing \u8fd9\u4e2a\u8bcd\u5728\u8bfe\u4e0a\u7684\u610f\u601d\u5927\u6982\u662f&#034;\u522b\u628a Token \u5f53\u6c34\u559d&#034;\u3002\u542c\u8d77\u6765\u50cf\u662f&#034;\u5c11\u7528\u70b9&#034;&#xff0c;\u4f46\u6309\u5b9a\u4ef7\u8868\u7b97\u4e0b\u6765&#xff0c;&#034;\u5c11\u7528&#034;\u6070\u6070\u662f\u6536\u76ca\u6700\u4f4e\u7684\u90a3\u4e2a\u52a8\u4f5c\u3002<\/p>\n<p>\u4ee5\u5178\u578b\u573a\u666f&#xff08;30 \u8f6e \u00d7 100K\u3001\u547d\u4e2d\u7387 70%\u3001\u5355\u6b21 \u00a52.54&#xff09;\u4e3a\u57fa\u51c6&#xff0c;\u9010\u4e2a\u8c03\u6574\u53d8\u91cf&#xff1a;<\/p>\n<p>\u56fe\u56db&#xff1a;\u964d\u672c\u6760\u6746\u6392\u5e8f\u2014\u2014\u6539\u54ea\u91cc\u6700\u7701\u94b1<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260902133259-6a98258b5fa6a.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>&#xff08;\u56fe\u56db&#xff1a;\u57fa\u51c6\u4e3a\u5355\u6b21\u4f5c\u4e1a\u300c30 \u8f6e \u00d7 100K \u4e0a\u4e0b\u6587\u3001\u7f13\u5b58\u547d\u4e2d 70%\u300d&#xff0c;\u6210\u672c \u00a52.54&#xff1b;\u6761\u5f62\u957f\u5ea6\u8868\u793a\u5f71\u54cd\u5e45\u5ea6\u2014\u2014&#034;\u5c11\u5199\u70b9&#034;\u6536\u76ca\u6700\u5c0f&#xff0c;&#034;\u8ba9\u524d\u7f00\u7a33\u5b9a\u547d\u4e2d\u7f13\u5b58&#034;\u548c&#034;\u5c11\u7ed5\u51e0\u8f6e&#034;\u624d\u662f\u5927\u5934&#xff09;<\/p>\n<table>\n<tr>\u52a8\u4f5c\u5355\u6b21\u6210\u672c\u53d8\u5316<\/tr>\n<tbody>\n<tr>\n<td>\u7f13\u5b58\u547d\u4e2d\u7387\u7531 70% \u5f52\u96f6<\/td>\n<td>\u00a55.58<\/td>\n<td>&#043;120.1%<\/td>\n<\/tr>\n<tr>\n<td>\u4ea4\u4e92\u8f6e\u6570\u51cf\u534a&#xff08;30 \u2192 15 \u8f6e&#xff09;<\/td>\n<td>\u00a51.27<\/td>\n<td>\u221250.0%<\/td>\n<\/tr>\n<tr>\n<td>\u7f13\u5b58\u547d\u4e2d\u7387\u7531 70% \u63d0\u5230 95%<\/td>\n<td>\u00a51.45<\/td>\n<td>\u221242.9%<\/td>\n<\/tr>\n<tr>\n<td>\u4e0a\u4e0b\u6587\u51cf\u534a&#xff08;100K \u2192 50K&#xff09;<\/td>\n<td>\u00a51.81<\/td>\n<td>\u221228.7%<\/td>\n<\/tr>\n<tr>\n<td>\u6bcf\u8f6e\u8f93\u51fa\u51cf\u534a&#xff08;8K \u2192 4K&#xff09;<\/td>\n<td>\u00a52.00<\/td>\n<td>\u221221.3%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6392\u5e8f\u7ed3\u679c\u5f88\u6e05\u695a&#xff1a;\u7f13\u5b58\u547d\u4e2d\u7387 &gt; \u8f6e\u6570 &gt; \u4e0a\u4e0b\u6587\u957f\u5ea6 &gt; \u8f93\u51fa\u957f\u5ea6\u3002<\/p>\n<p>\u8fd9\u80cc\u540e\u7684\u673a\u5236\u503c\u5f97\u5c55\u5f00\u3002KV Cache \u547d\u4e2d\u8981\u6c42\u8bf7\u6c42\u524d\u7f00\u9010 token \u5b8c\u5168\u4e00\u81f4\u3002Agent \u5faa\u73af\u91cc\u6700\u5e38\u89c1\u3001\u4e5f\u6700\u81f4\u547d\u7684\u53cd\u6a21\u5f0f\u6709\u8fd9\u51e0\u4e2a&#xff1a;<\/p>\n<li>\u5728 system prompt \u91cc\u63d2\u65f6\u95f4\u6233\u6216\u968f\u673a\u6570\u3002\u6bcf\u8f6e\u90fd\u53d8&#xff0c;\u7f13\u5b58\u5168\u5e9f&#xff0c;\u6210\u672c\u76f4\u63a5 &#043;120%\u3002<\/li>\n<li>\u6bcf\u8f6e\u52a8\u6001\u91cd\u6392\u5de5\u5177\u5b9a\u4e49\u7684\u987a\u5e8f\u3002\u5f88\u591a\u6846\u67b6\u4f1a\u6309\u76f8\u5173\u6027\u6392\u5e8f\u5de5\u5177\u5217\u8868&#xff0c;\u8fd9\u4e2a&#034;\u667a\u80fd&#034;\u4f18\u5316\u4f1a\u628a\u7f13\u5b58\u4ece\u5934\u6253\u788e\u3002<\/li>\n<li>\u628a\u5bf9\u8bdd\u5386\u53f2\u585e\u8fdb system prompt \u800c\u4e0d\u662f messages \u6570\u7ec4\u3002\u5386\u53f2\u5728\u589e\u957f&#xff0c;\u524d\u7f00\u5c31\u6c38\u8fdc\u4e0d\u7a33\u5b9a\u3002<\/li>\n<li>\u4e2d\u9014\u5207\u6362\u6a21\u578b\u6216\u6539\u6e29\u5ea6\u53c2\u6570\u3002\u6362\u6a21\u578b\u7684\u77ac\u95f4\u7f13\u5b58\u5168\u90e8\u4f5c\u5e9f\u3002<\/li>\n<p>\u53cd\u8fc7\u6765\u8bf4&#xff0c;\u201c\u4e0d\u8981 Tokenmaxxing\u201d \u5728\u5de5\u7a0b\u4e0a\u7684\u6b63\u786e\u7ffb\u8bd1\u5e94\u8be5\u662f&#xff1a;\u628a\u6613\u53d8\u5185\u5bb9\u653e\u5728\u63d0\u793a\u8bcd\u5c3e\u90e8&#xff0c;\u628a\u7a33\u5b9a\u5185\u5bb9&#xff08;\u7cfb\u7edf\u6307\u4ee4\u3001\u5de5\u5177\u5b9a\u4e49\u3001\u9879\u76ee\u6587\u6863&#xff09;\u653e\u5728\u5934\u90e8\u5e76\u4e14\u4e00\u4e2a\u5b57\u90fd\u522b\u52a8\u3002 \u8fd9\u4e0d\u662f\u7701\u94b1\u6280\u5de7&#xff0c;\u8fd9\u662f\u4e0a\u4e0b\u6587\u5de5\u7a0b\u7684\u57fa\u672c\u529f\u2014\u2014\u987a\u5e26\u8fd8\u80fd\u663e\u8457\u964d\u4f4e\u9996 token \u5ef6\u8fdf\u3002<\/p>\n<p>\u8fd9\u4e00\u70b9\u8bfe\u5802\u4e0a\u5927\u6982\u7387\u6ca1\u6709\u5c55\u5f00\u8bb2&#xff0c;\u4f46\u5b83\u662f\u8fd9\u95e8\u8bfe\u6700\u503c\u94b1\u7684\u90a3\u90e8\u5206\u3002<\/p>\n<hr \/>\n<h3>\u4e03\u3001\u52a8\u624b&#xff1a;\u7ed9\u81ea\u5df1\u7b97\u4e00\u7b14\u8d26<\/h3>\n<p>\u628a\u4e0a\u9762\u7684\u6a21\u578b\u5199\u6210\u811a\u672c&#xff0c;\u4f60\u53ef\u4ee5\u76f4\u63a5\u4ee3\u5165\u81ea\u5df1 Agent \u7684\u771f\u5b9e\u53c2\u6570\u3002\u73af\u5883\u8981\u6c42 Python 3.9&#043;&#xff0c;\u65e0\u7b2c\u4e09\u65b9\u4f9d\u8d56\u3002<\/p>\n<p><span class=\"token comment\">#!\/usr\/bin\/env python3<\/span><br \/>\n<span class=\"token comment\"># -*- coding: utf-8 -*-<\/span><br \/>\n<span class=\"token triple-quoted-string string\">&#034;&#034;&#034;Agent \u5355\u6b21\u4efb\u52a1\u6210\u672c\u6d4b\u7b97\u5668<br \/>\n\u4ef7\u683c\u53d6\u81ea DeepSeek \u5b98\u65b9\u5b9a\u4ef7\u9875&#xff08;deepseek-v4-flash&#xff0c;2026-09-02&#xff09;&#xff1a;<br \/>\n  \u8f93\u5165\u7f13\u5b58\u547d\u4e2d   \u00a50.05 \/ \u767e\u4e07 tokens&#xff08;\u9ad8\u5cf0 \u00a50.10&#xff09;<br \/>\n  \u8f93\u5165\u7f13\u5b58\u672a\u547d\u4e2d \u00a51.50 \/ \u767e\u4e07 tokens&#xff08;\u9ad8\u5cf0 \u00a53.00&#xff09;<br \/>\n  \u8f93\u51fa           \u00a54.50 \/ \u767e\u4e07 tokens&#xff08;\u9ad8\u5cf0 \u00a59.00&#xff09;<br \/>\n\u9ad8\u5cf0\u65f6\u6bb5&#xff1a;\u5317\u4eac\u65f6\u95f4\u5468\u4e00\u81f3\u5468\u4e94 9:00-12:00\u300114:00-18:00<br \/>\n&#034;&#034;&#034;<\/span><\/p>\n<p>IN_HIT <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0.05<\/span>      <span class=\"token comment\"># \u8f93\u5165&#xff0c;\u7f13\u5b58\u547d\u4e2d<\/span><br \/>\nIN_MISS <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">1.50<\/span>     <span class=\"token comment\"># \u8f93\u5165&#xff0c;\u7f13\u5b58\u672a\u547d\u4e2d<\/span><br \/>\nOUT <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">4.50<\/span>         <span class=\"token comment\"># \u8f93\u51fa<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">task_cost<\/span><span class=\"token punctuation\">(<\/span>rounds<span class=\"token punctuation\">,<\/span> ctx_k<span class=\"token punctuation\">,<\/span> out_k<span class=\"token punctuation\">,<\/span> hit_rate<span class=\"token punctuation\">,<\/span> peak<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u8ba1\u7b97\u4e00\u6b21\u4efb\u52a1\u6210\u672c\u3002<\/p>\n<p>    rounds   \u4ea4\u4e92\u8f6e\u6570<br \/>\n    ctx_k    \u6bcf\u8f6e\u5e73\u5747\u4e0a\u4e0b\u6587\u957f\u5ea6&#xff08;\u5355\u4f4d K tokens&#xff09;<br \/>\n    out_k    \u6bcf\u8f6e\u5e73\u5747\u8f93\u51fa\u957f\u5ea6&#xff08;\u5355\u4f4d K tokens&#xff09;<br \/>\n    hit_rate \u8f93\u5165\u4fa7\u7684\u7f13\u5b58\u547d\u4e2d\u7387&#xff08;0~1&#xff09;<br \/>\n    peak     \u662f\u5426\u843d\u5728\u9ad8\u5cf0\u65f6\u6bb5&#xff08;\u4ef7\u683c\u7ffb\u500d&#xff09;<br \/>\n    &#034;&#034;&#034;<\/span><br \/>\n    mult <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">2.0<\/span> <span class=\"token keyword\">if<\/span> peak <span class=\"token keyword\">else<\/span> <span class=\"token number\">1.0<\/span><br \/>\n    total_in <span class=\"token operator\">&#061;<\/span> rounds <span class=\"token operator\">*<\/span> ctx_k <span class=\"token operator\">\/<\/span> <span class=\"token number\">1000.0<\/span>     <span class=\"token comment\"># \u6362\u7b97\u6210\u767e\u4e07 tokens<\/span><br \/>\n    total_out <span class=\"token operator\">&#061;<\/span> rounds <span class=\"token operator\">*<\/span> out_k <span class=\"token operator\">\/<\/span> <span class=\"token number\">1000.0<\/span><br \/>\n    hit <span class=\"token operator\">&#061;<\/span> total_in <span class=\"token operator\">*<\/span> hit_rate<br \/>\n    miss <span class=\"token operator\">&#061;<\/span> total_in <span class=\"token operator\">*<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span> <span class=\"token operator\">&#8211;<\/span> hit_rate<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">(<\/span>hit <span class=\"token operator\">*<\/span> IN_HIT <span class=\"token operator\">&#043;<\/span> miss <span class=\"token operator\">*<\/span> IN_MISS <span class=\"token operator\">&#043;<\/span> total_out <span class=\"token operator\">*<\/span> OUT<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">*<\/span> mult<\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token comment\"># \u5178\u578b\u4f5c\u4e1a&#xff1a;30 \u8f6e\u4ea4\u4e92\u3001\u5e73\u5747 100K \u4e0a\u4e0b\u6587\u3001\u6bcf\u8f6e\u8f93\u51fa 8K\u3001\u547d\u4e2d\u7387 70%<\/span><br \/>\n    base <span class=\"token operator\">&#061;<\/span> task_cost<span class=\"token punctuation\">(<\/span>rounds<span class=\"token operator\">&#061;<\/span><span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> ctx_k<span class=\"token operator\">&#061;<\/span><span class=\"token number\">100<\/span><span class=\"token punctuation\">,<\/span> out_k<span class=\"token operator\">&#061;<\/span><span class=\"token number\">8<\/span><span class=\"token punctuation\">,<\/span> hit_rate<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0.70<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u5355\u6b21\u4f5c\u4e1a&#xff08;\u7a7a\u95f2\u65f6\u6bb5&#xff09;      : \u00a5<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>base<span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.2f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u4e00\u5b66\u671f 16 \u6b21&#xff08;\u7a7a\u95f2&#xff09;      : \u00a5<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>base <span class=\"token operator\">*<\/span> <span class=\"token number\">16<\/span><span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.1f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u4e00\u5b66\u671f 16 \u6b21&#xff08;\u9ad8\u5cf0\u65f6\u6bb5&#xff09;  : \u00a5<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>base <span class=\"token operator\">*<\/span> <span class=\"token number\">2<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">16<\/span><span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.1f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token comment\"># \u540c\u6837\u7684\u4efb\u52a1&#xff0c;\u4f46\u6bcf\u8f6e\u6539\u4e00\u6b21 system prompt&#xff0c;\u7f13\u5b58\u5168\u5e9f<\/span><br \/>\n    worst <span class=\"token operator\">&#061;<\/span> task_cost<span class=\"token punctuation\">(<\/span>rounds<span class=\"token operator\">&#061;<\/span><span class=\"token number\">30<\/span><span class=\"token punctuation\">,<\/span> ctx_k<span class=\"token operator\">&#061;<\/span><span class=\"token number\">100<\/span><span class=\"token punctuation\">,<\/span> out_k<span class=\"token operator\">&#061;<\/span><span class=\"token number\">8<\/span><span class=\"token punctuation\">,<\/span> hit_rate<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0.0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u7f13\u5b58\u5b8c\u5168\u5931\u6548&#xff0c;\u4e00\u5b66\u671f      : \u00a5<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>worst <span class=\"token operator\">*<\/span> <span class=\"token number\">16<\/span><span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.1f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u7f13\u5b58\u5931\u6548\u5e26\u6765\u7684\u989d\u5916\u652f\u51fa    : &#043;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token punctuation\">(<\/span>worst <span class=\"token operator\">\/<\/span> base <span class=\"token operator\">&#8211;<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">100<\/span><span class=\"token punctuation\">:<\/span><span class=\"token format-spec\">.1f<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">%&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u8dd1\u51fa\u6765\u7684\u8f93\u51fa\u662f&#xff1a;<\/p>\n<p>\u5355\u6b21\u4f5c\u4e1a&#xff08;\u7a7a\u95f2\u65f6\u6bb5&#xff09;      : \u00a52.54<br \/>\n\u4e00\u5b66\u671f 16 \u6b21&#xff08;\u7a7a\u95f2&#xff09;      : \u00a540.6<br \/>\n\u4e00\u5b66\u671f 16 \u6b21&#xff08;\u9ad8\u5cf0\u65f6\u6bb5&#xff09;  : \u00a581.1<br \/>\n\u7f13\u5b58\u5b8c\u5168\u5931\u6548&#xff0c;\u4e00\u5b66\u671f      : \u00a589.3<br \/>\n\u7f13\u5b58\u5931\u6548\u5e26\u6765\u7684\u989d\u5916\u652f\u51fa    : &#043;120.1%<\/p>\n<p>\u628a rounds\u3001ctx_k\u3001hit_rate \u6362\u6210\u4f60\u81ea\u5df1 Agent \u7684\u771f\u5b9e\u89c2\u6d4b\u503c&#xff0c;\u5c31\u80fd\u77e5\u9053\u4f60\u7684\u6708\u8d26\u5355\u4f1a\u843d\u5728\u4ec0\u4e48\u4f4d\u7f6e\u3002\u5982\u679c\u4f60\u624b\u5934\u6ca1\u6709\u89c2\u6d4b\u6570\u636e&#xff0c;\u4e00\u4e2a\u7c97\u7565\u7684\u7ecf\u9a8c\u503c\u662f&#xff1a;\u7f16\u7801\u7c7b Agent \u7a33\u5b9a\u8dd1\u8d77\u6765\u540e\u7f13\u5b58\u547d\u4e2d\u7387\u901a\u5e38\u5728 70%~90% \u4e4b\u95f4&#xff1b;\u4f4e\u4e8e 50% \u57fa\u672c\u8bf4\u660e\u63d0\u793a\u8bcd\u6784\u9020\u6709\u95ee\u9898&#xff0c;\u503c\u5f97\u4f18\u5148\u6392\u67e5\u4e0a\u9762\u5217\u7684\u56db\u4e2a\u53cd\u6a21\u5f0f\u3002<\/p>\n<hr \/>\n<h3>\u516b\u3001\u51b7\u9759\u89c6\u89d2&#xff1a;\u4e89\u8bae\u5728\u54ea&#xff0c;\u8fb9\u754c\u5728\u54ea<\/h3>\n<h4>8.1 \u53cd\u65b9\u7684\u6838\u5fc3\u8bba\u70b9&#xff1a;\u8fd9\u662f\u6559\u80b2\u8d23\u4efb\u7684\u8f6c\u5ac1<\/h4>\n<p>\u652f\u6301\u58f0\u4e4b\u5916&#xff0c;\u6279\u8bc4\u540c\u6837\u5c16\u9510\u3002\u8bc4\u8bba\u4eba\u8c37\u65b0\u5149\u5728\u4e00\u7bc7\u4f20\u64ad\u8f83\u5e7f\u7684\u6587\u7ae0\u91cc\u628a\u5b83\u5b9a\u6027\u4e3a&#034;\u6559\u80b2\u61d2\u653f\u4e0e\u7f3a\u4f4d&#034;&#xff0c;\u8bba\u8bc1\u7ed3\u6784\u503c\u5f97\u4e00\u8bfb&#xff1a;<\/p>\n<p>\u4e8c\u5341\u5e74\u524d\u4e2a\u4eba\u7535\u8111\u4e0d\u666e\u53ca&#xff0c;\u4e00\u53f0 486 \u62b5\u666e\u901a\u5bb6\u5ead\u534a\u5e74\u6536\u5165&#xff0c;\u4f46\u6ca1\u6709\u8001\u5e08\u4f1a\u8bf4&#034;\u6ca1\u6709\u81ea\u5df1\u7684\u7535\u8111\u5c31\u9000\u5b66&#034;\u2014\u2014\u5b66\u6821\u6324\u7ecf\u8d39\u5efa\u673a\u623f&#xff0c;\u56f0\u96be\u5b66\u751f\u8fd8\u80fd\u7533\u8bf7\u989d\u5916\u673a\u65f6\u3002\u5341\u5e74\u524d\u5546\u4e1a IDE \u6388\u6743\u3001\u4e91\u670d\u52a1\u5668\u3001\u6570\u636e\u5e93\u8bb8\u53ef\u4e5f\u4e0d\u4fbf\u5b9c&#xff0c;\u5b66\u6821\u7edf\u4e00\u91c7\u8d2d\u6559\u80b2\u7248\u6388\u6743\u3001\u642d\u5185\u90e8\u6d4b\u8bd5\u670d\u52a1\u5668\u3001\u5f00\u653e\u79d1\u7814\u96c6\u7fa4\u7a7a\u95f2\u8d44\u6e90\u3002\u5230\u4e86 AI \u65f6\u4ee3&#xff0c;\u51e0\u5341\u5757\u94b1\u7684 Token \u53cd\u800c\u6210\u4e86\u5b66\u751f\u81ea\u638f\u8170\u5305\u7684&#034;\u5165\u573a\u5238&#034;\u3002<\/p>\n<p>\u4ed6\u7684\u5173\u952e\u8bba\u65ad\u662f&#xff1a;\u95ee\u9898\u7684\u6838\u5fc3\u4ece\u6765\u4e0d\u662f&#034;\u8d35\u4e0d\u8d35&#034;&#xff0c;\u800c\u662f&#034;\u8be5\u4e0d\u8be5\u7531\u5b66\u751f\u638f&#034;&#xff0c;\u4ee5\u53ca\u6559\u80b2\u6210\u672c\u8f6c\u5ac1\u7684\u6ed1\u5761\u2014\u2014\u4eca\u5929\u63a5\u53d7\u51e0\u5341\u5757\u7684 Token \u81ea\u8d39&#xff0c;\u660e\u5929\u5c31\u80fd\u63a5\u53d7\u51e0\u767e\u5757\u7684\u591a\u6a21\u6001\u989d\u5ea6&#xff0c;\u540e\u5929\u4e0a\u5343\u5757\u7684\u7b97\u529b\u5fae\u8c03\u3002<\/p>\n<p>\u8fd9\u6bb5\u8bdd\u91cc\u6700\u950b\u5229\u7684\u4e00\u53e5\u662f&#xff1a;\u201c\u6559\u80b2\u7684\u516c\u5e73\u6027&#xff0c;\u4ece\u6765\u4e0d\u662f\u6309\u5927\u591a\u6570\u4eba\u7684\u627f\u53d7\u80fd\u529b\u7b97\u7684&#xff0c;\u800c\u662f\u8981\u770b\u90a3\u4e2a\u6700\u56f0\u96be\u7684\u5b66\u751f&#xff0c;\u80fd\u4e0d\u80fd\u6beb\u65e0\u969c\u788d\u5730\u83b7\u5f97\u540c\u7b49\u7684\u6559\u80b2\u8d44\u6e90\u3002\u201d<\/p>\n<h4>8.2 \u6211\u7684\u5224\u65ad&#xff1a;\u6d4b\u7b97\u652f\u6301&#034;\u6210\u672c\u53ef\u63a7&#034;&#xff0c;\u4f46\u4e0d\u652f\u6301&#034;\u8d23\u4efb\u53ef\u8f6c\u79fb&#034;<\/h4>\n<p>\u628a\u4e24\u65b9\u89c2\u70b9\u548c\u6211\u7684\u6d4b\u7b97\u653e\u5728\u4e00\u8d77&#xff0c;\u7acb\u573a\u5176\u5b9e\u53ef\u4ee5\u62c6\u5f00\u770b&#xff1a;<\/p>\n<p>\u5728\u6210\u672c\u95ee\u9898\u4e0a&#xff0c;\u848b\u708e\u5ca9\u662f\u5bf9\u7684\u3002 \u4e00\u5b66\u671f 40 \u5143\u7684\u4e2d\u4f4d\u652f\u51fa\u3001100 \u5143\u7684\u5b89\u5168\u57ab&#xff0c;\u8fd9\u4e2a\u91cf\u7ea7\u4f4e\u4e8e\u4e00\u672c\u4e13\u4e1a\u6559\u6750\u3002\u4ee5&#034;\u589e\u52a0\u7ecf\u6d4e\u8d1f\u62c5&#034;\u4e3a\u7531\u7684\u6279\u8bc4&#xff0c;\u5728\u6570\u636e\u4e0a\u7ad9\u4e0d\u4f4f\u3002<\/p>\n<p>\u5728\u8d23\u4efb\u95ee\u9898\u4e0a&#xff0c;\u53cd\u65b9\u662f\u5bf9\u7684\u3002 \u6211\u7684\u6d4b\u7b97\u53cd\u800c\u5f3a\u5316\u4e86\u8fd9\u4e00\u70b9\u2014\u2014\u65e2\u7136\u4e00\u5b66\u671f\u603b\u6210\u672c\u53ea\u6709\u51e0\u5341\u5143&#xff0c;\u90a3&#034;\u5b66\u6821\u638f\u4e0d\u8d77\u8fd9\u7b14\u94b1&#034;\u8fd9\u4e2a\u524d\u63d0\u6839\u672c\u4e0d\u6210\u7acb\u3002\u5357\u5927\u8ba1\u7b97\u673a\u5b66\u9662\u5b8c\u5168\u6709\u80fd\u529b\u628a\u8fd9\u7b14\u94b1\u7eb3\u5165\u5b9e\u9a8c\u8017\u6750\u91c7\u8d2d\u3002\u6210\u672c\u8d8a\u4f4e&#xff0c;\u8f6c\u5ac1\u7684\u6b63\u5f53\u6027\u5c31\u8d8a\u5f31\u3002\u8fd9\u4e0d\u662f\u8d1f\u62c5\u95ee\u9898&#xff0c;\u662f\u539f\u5219\u95ee\u9898\u3002<\/p>\n<p>\u5728\u6559\u5b66\u95ee\u9898\u4e0a&#xff0c;\u53cc\u65b9\u90fd\u5ffd\u7565\u4e86\u771f\u6b63\u7684\u53d8\u91cf\u3002 \u4e89\u8bba\u96c6\u4e2d\u5728&#034;\u8c01\u4ed8\u94b1&#034;&#xff0c;\u4f46\u6309\u7b2c\u516d\u8282\u7684\u6760\u6746\u6392\u5e8f&#xff0c;\u8fd9\u95e8\u8bfe\u771f\u6b63\u7a00\u7f3a\u7684\u6559\u5b66\u8d44\u6e90\u4e0d\u662f Token&#xff0c;\u800c\u662f\u5bf9\u4e0a\u4e0b\u6587\u5de5\u7a0b\u7684\u7cfb\u7edf\u8bad\u7ec3\u2014\u2014\u7f13\u5b58\u590d\u7528\u3001Loop \u6536\u655b\u3001\u4efb\u52a1\u62c6\u89e3\u3002\u8fd9\u4e9b\u80fd\u529b\u51b3\u5b9a\u4e86\u540c\u4e00\u4e2a\u4efb\u52a1\u53ef\u4ee5\u82b1 40 \u5143\u4e5f\u53ef\u4ee5\u82b1 480 \u5143&#xff0c;\u5dee\u8ddd 12 \u500d&#xff0c;\u800c\u5b83\u548c\u94b1\u5305\u539a\u5ea6\u6beb\u65e0\u5173\u7cfb\u3002<\/p>\n<h4>8.3 \u4e09\u4e2a\u5f85\u89c2\u5bdf\u7684\u8fb9\u754c<\/h4>\n<li>\u53e3\u5f84\u4f1a\u53d8\u3002 DeepSeek \u7684\u5206\u65f6\u5b9a\u4ef7\u662f 2026 \u5e74\u624d\u5f15\u5165\u7684\u673a\u5236&#xff0c;\u4ef7\u683c\u672c\u8eab\u4e5f\u5728\u8c03\u6574\u3002\u672c\u6587\u6240\u6709\u6570\u5b57\u7ed1\u5b9a\u5728 2026-09-02 \u7684\u5b98\u65b9\u5b9a\u4ef7\u9875\u4e0a&#xff0c;\u4e00\u4e2a\u5b66\u671f\u540e\u9700\u8981\u91cd\u7b97\u3002<\/li>\n<li>\u6d4b\u7b97\u57fa\u4e8e\u5efa\u6a21&#xff0c;\u4e0d\u662f\u771f\u5b9e\u8d26\u5355\u3002 \u6211\u7684 30 \u8f6e \u00d7 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