{"id":725211,"date":"2026-02-16T19:51:59","date_gmt":"2026-02-16T11:51:59","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=725211"},"modified":"2026-02-16T19:51:59","modified_gmt":"2026-02-16T11:51:59","slug":"%e5%88%9a%e5%88%9a%ef%bc%8c%e6%98%a5%e8%8a%82%e6%9d%80%e6%89%8b%e9%94%8f%e6%ba%90%e7%a5%9e%e7%99%bb%e5%9c%ba","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=725211","title":{"rendered":"\u521a\u521a\uff0c\u6625\u8282\u6740\u624b\u950f\u201c\u6e90\u795e\u201d\u767b\u573a"},"content":{"rendered":"

\"\u521a\u521a\uff0c\u6625\u8282\u6740\u624b\u950f\u201c\u6e90\u795e\u201d\u767b\u573a\"<\/p>\n

\u4f5c\u8005 | \u738b\u6db5<\/p>\n

\u7f16\u8f91 | \u6f20\u5f71<\/strong><\/p>\n

\u667a\u4e1c\u897f2\u670816\u65e5\u62a5\u9053\uff0c\u521a\u521a\uff0cQwen3.5\u6b63\u5f0f\u53d1\u5e03\u5e76\u5f00\u6e90<\/strong>\uff0c\u5728\u591a\u6a21\u6001\u7406\u89e3\u3001\u590d\u6742\u63a8\u7406\u3001\u7f16\u7a0b\u3001Agent\u667a\u80fd\u4f53\u7b49\u51e0\u5927\u80fd\u529b\u9886\u5148\u540c\u7ea7\u5f00\u6e90\u6a21\u578b\uff0c\u591a\u9879\u57fa\u51c6\u5ab2\u7f8e\u751a\u81f3\u8d85\u8d8aGPT-5.2\u3001Gemini 3 pro\u7b49\u95ed\u6e90\u7b2c\u4e00\u68af\u961f\u3002<\/p>\n

\"\u521a\u521a\uff0c\u6625\u8282\u6740\u624b\u950f\u201c\u6e90\u795e\u201d\u767b\u573a\"<\/p>\n

Qwen3.5-Plus\u603b\u53c2\u6570\u4e3a3970\u4ebf<\/strong>\uff0c\u6fc0\u6d3b\u53c2\u6570\u4ec5170\u4ebf<\/strong>\uff0c\u6027\u80fd\u8d85\u8fc7\u4e07\u4ebf\u53c2\u6570\u7684Qwen3-Max\u6a21\u578b\uff0c\u90e8\u7f72\u663e\u5b58\u5360\u7528\u964d\u4f4e60%<\/strong>\uff0c\u63a8\u7406\u6548\u7387\u5927\u5e45\u63d0\u5347\uff0c\u6700\u5927\u541e\u5410\u91cf\u53ef\u63d0\u5347\u81f319\u500d<\/strong>\u3002<\/p>\n

Qwen3.5\u4e0a\u7ebf\u540e\uff0c\u6211\u4eec\u9a6c\u4e0d\u505c\u8e44\u5730\u95ee\u4e86\u5b83\u4e00\u9053\u5927\u6a21\u578b\u7684\u201c\u8111\u7b4b\u6025\u8f6c\u5f2f\u201d\uff1a\u6211\u8981\u53bb\u6d17\u8f66\uff0c\u6d17\u8f66\u7684\u5730\u65b9\u79bb\u5bb6\u5c31100\u7c73\uff0c\u6211\u662f\u5f00\u8f66\u53bb\u5462\uff0c\u8fd8\u662f\u8d70\u7740\u53bb\u5462\uff1f<\/p>\n

\u5bf9\u4e8e\u8fd9\u9053\u9898\uff0c\u7f51\u53cb\u4eec\u6d4b\u8bd5\u4e86\u56fd\u5185\u56fd\u5916\u5404\u7c7b\u5927\u6a21\u578b\uff0c\u9c9c\u6709\u6a21\u578b\u7b54\u5bf9\u3002\u800cQwen3.5\u4e0d\u4ec5\u8bc6\u522b\u51fa\u4e86\u9898\u76ee\u4e2d\u7684\u903b\u8f91\u9677\u9631\uff0c\u8fd8\u7528\u5f88\u5e7d\u9ed8\u548c\u8f7b\u677e\u7684\u8bed\u6c14\u56de\u7b54\u4e86\u6b63\u786e\u7684\u7b54\u6848\uff0c\u5e76\u4e14\u7ed9\u51fa\u4e86\u201c\u5f00\u8f66\u6162\u884c\uff0c\u786e\u4fdd\u5b89\u5168\u201d\u7684\u6e29\u99a8\u63d0\u793a\u3002<\/p>\n

\"\u521a\u521a\uff0c\u6625\u8282\u6740\u624b\u950f\u201c\u6e90\u795e\u201d\u767b\u573a\"<\/p>\n

\u56de\u770bQwen3.5\u7684\u601d\u8003\u8fc7\u7a0b\uff0c\u5b83\u9075\u5faa\u7740\u5206\u6790\u9700\u6c42\u3001\u8bc6\u522b\u6838\u5fc3\u9677\u9631\u3001\u5236\u5b9a\u7b54\u6848\u3001\u8d77\u8349\u7b54\u6848\u3001\u5185\u90e8\u6bd4\u8f83\u3001\u6700\u540e\u6253\u78e8\u3001\u601d\u8003\u5176\u4ed6\u53ef\u80fd\u3001\u786e\u5b9a\u7b54\u6848\u7b49\u4e00\u4e9b\u5217\u6b65\u9aa4\uff0c\u5728\u5176\u4e2d\u8fd8\u4f1a\u50cf\u771f\u4eba\u4e00\u6837\u201c\u9f13\u52b1\u81ea\u5df1\u201d\uff0c\u575a\u5b9a\u81ea\u5df1\u7684\u56de\u7b54\u3002<\/p>\n

\"\u521a\u521a\uff0c\u6625\u8282\u6740\u624b\u950f\u201c\u6e90\u795e\u201d\u767b\u573a\"<\/p>\n

\u4ef7\u683c\u4e0a\uff0cQwen3.5-Plus\u7684API\u4ef7\u683c\u662f\u6700\u4f4e\u6bcf\u767e\u4e07Token 0.8\u5143<\/strong>\u3002\u540c\u7b49\u6027\u80fd\u4e0b\uff0c\u8fd9\u4e2a\u4ef7\u683c\u4ec5\u76f8\u5f53\u4e8eGemini-3-pro\u76841\/18<\/strong>\u3002<\/p>\n

\u4eceQwen2.5\u3001Qwen3\u5230Qwen3.5\uff0c\u8fc7\u53bb\u4e24\u5e74\u5343\u95ee\u4e0d\u65ad\u8fed\u4ee3\u5f00\u6e90\uff0c\u6bcf\u4e00\u4ee3\u4ea7\u54c1\u3001\u6bcf\u4e00\u4e2a\u5c3a\u5bf8\u90fd\u5728\u4e3a\u884c\u4e1a\u5236\u5b9a\u65b0\u7684\u5929\u82b1\u677f\u6807\u51c6\uff0c\u201c\u6700\u5f3a\u5f00\u6e90=\u5343\u95ee\u201d<\/strong>\u51e0\u4e4e\u5feb\u6210\u4e3a\u5171\u8bc6\u3002<\/p>\n

\u4f46\u8fd9\u4e00\u6b21\uff0cQwen3.5\u7684\u610f\u4e49\u4e0d\u6b62\u4e8e\u201c\u53c8\u5237\u65b0\u4e86\u4e00\u6b21\u699c\u5355\u201d\u3002<\/strong><\/p>\n

\u4e00\u3001\u8ba9\u8349\u56fe\u201c\u4e00\u952e\u53d8\u201d\u7f51\u9875\uff0c\u5343\u95ee\u8fdb\u5316\u6210\u539f\u751f\u591a\u6a21\u6001\u5927\u6a21\u578b<\/p>\n

\u5728\u89e3\u8bfbQwen3.5\u80cc\u540e\u7684\u6280\u672f\u4e4b\u524d\uff0c\u6211\u4eec\u5148\u6765\u770b\u770bQwen3.5\u5728\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e0b\u7684\u8868\u73b0\u5982\u4f55\u3002\u667a\u4e1c\u897f\u62ff\u5230\u62a2\u5148\u4f53\u9a8c\u8d44\u683c\uff0c\u7387\u5148\u5bf9\u8be5\u6a21\u578b\u7684\u591a\u6a21\u6001\u7406\u89e3\u3001\u63a8\u7406\u3001\u4ee5\u53ca\u4ee3\u7801\u751f\u6210\u80fd\u529b<\/strong>\u8fdb\u884c\u4e86\u4f53\u9a8c\u3002<\/p>\n

\u6211\u4eec\u4e0a\u4f20\u4e86\u4e00\u5f20\u793c\u54c1\u8d2d\u4e70App\u7684\u524d\u7aef\u9875\u9762\u624b\u7ed8\u8349\u56fe\uff0c\u8981\u6c42Qwen3.5\u6839\u636e\u8349\u56fe\u751f\u6210\u7ea2\u767d\u914d\u8272\u7684\u7b80\u7ea6\u98ce\u524d\u7aef\u9875\u9762\uff0c\u5e76\u8f93\u51fa\u53ef\u4ee5\u76f4\u63a5\u7528\u7684HTML\u4ee3\u7801\u3002<\/p>\n

\"\u521a\u521a\uff0c\u6625\u8282\u6740\u624b\u950f\u201c\u6e90\u795e\u201d\u767b\u573a\"<\/p>\n

\u51e0\u4e4e\u6ca1\u6709\u601d\u8003\u65f6\u95f4\uff0cQwen3.5\u5148\u662f\u8bc6\u522b\u51fa\u4e86\u8349\u56fe\u4e2d\u7684\u57fa\u672c\u6846\u67b6\u548c\u6587\u5b57\u4fe1\u606f\uff0c\u5728\u7ea2\u767d\u914d\u8272\u7684\u6a21\u7cca\u6307\u4ee4\u4e0b\uff0c\u81ea\u4e3b\u9009\u62e9\u4e86\u9971\u548c\u5ea6\u6ca1\u6709\u90a3\u4e48\u9ad8\u7684\u7ea2\u8272\u3002\u751f\u6210\u7684\u4ee3\u7801\u7b80\u6d01\u53ef\u7528\uff0c\u9875\u9762\u4e5f\u4e0e\u8349\u56fe\u51e0\u4e4e\u4e00\u6a21\u4e00\u6837\u3002<\/p>\n

\u8fd8\u6709\u4e00\u5904\u5c0f\u7ec6\u8282\u662f\uff0c\u6211\u4eec\u4e0a\u4f20\u7684\u8349\u56fe\u662f\u82f1\u6587\uff0c\u800cQwen3.5\u6839\u636e\u4e0a\u4e0b\u6587\u7684\u95ee\u7b54\u548c\u63d0\u95ee\u7684\u8bed\u8a00\uff0c\u5224\u65ad\u51fa\u7528\u6237\u5e94\u8be5\u662f\u4e2d\u6587\u7528\u6237\uff0c\u81ea\u52a8\u5c06\u9875\u9762\u8bed\u8a00\u8c03\u6574\u4e3a\u4e86\u4e2d\u6587\u3002<\/p>\n

\"\u521a\u521a\uff0c\u6625\u8282\u6740\u624b\u950f\u201c\u6e90\u795e\u201d\u767b\u573a\"<\/p>\n

\u5728\u590d\u6742\u573a\u666f\u4e0eOCR\u80fd\u529b\u65b9\u9762\uff0c\u6211\u968f\u624b\u62cd\u4e86\u4e00\u5f20\u542b\u6709\u591a\u4e2a\u7269\u4f53\u548c\u80cc\u666f\u7684\u7167\u7247\uff0c\u95eeQwen3.5\uff1a\u4eca\u5929\u7684\u5929\u6c14\u600e\u4e48\u6837\uff1f\u8fd9\u5f20\u56fe\u7247\u4e2d\u90fd\u6709\u4ec0\u4e48\uff1f<\/p>\n

\"\u521a\u521a\uff0c\u6625\u8282\u6740\u624b\u950f\u201c\u6e90\u795e\u201d\u767b\u573a\"<\/p>\n

\u53ef\u4ee5\u770b\u5230\u6a21\u578b\u53ef\u4ee5\u5728\u7406\u89e3\u753b\u9762\u7684\u540c\u65f6\uff0c\u51c6\u786e\u63d0\u53d6\u6a21\u7cca\u7684\u6587\u5b57\u4fe1\u606f\u3002\u8fd9\u5f20\u56fe\u7247\u662f\u80cc\u5149\uff0c\u6587\u5b57\u5728\u9634\u5f71\u5185\u6709\u4e9b\u6a21\u7cca\u4e0d\u6e05\uff0c\u4f46Qwen3.5\u5f88\u51c6\u786e\u5730\u8bc6\u522b\u51fa\u4e86\u56fe\u7247\u4e2d\u7684\u5e03\u6d1b\u82ac\u9897\u7c92\u51b2\u5242\u3001\u4fdd\u6e7f\u971c\u4ee5\u53ca\u9178\u5976\u7684\u54c1\u724c\uff0c\u8fd8\u8d34\u5fc3\u5730\u9644\u4e0a\u4e86\u529f\u6548\u3002<\/p>\n

\u7ed3\u5408\u5916\u9762\u6674\u6717\u7684\u5929\u6c14\uff0cQwen3.5\u7efc\u5408\u5224\u65ad\u7528\u6237\u6b63\u5728\u5bb6\u4f11\u606f\u517b\u751f\uff0c\u5e76\u4e14\u7ed9\u51fa\u4e86\u201c\u5e0c\u671b\u5929\u6c14\u597d\u5fc3\u60c5\u4e5f\u597d\uff0c\u65e9\u65e5\u6062\u590d\u6d3b\u529b\uff01\u201d\u7684\u795d\u798f\u3002<\/p>\n

\"\u521a\u521a\uff0c\u6625\u8282\u6740\u624b\u950f\u201c\u6e90\u795e\u201d\u767b\u573a\"<\/p>\n

\u6700\u540e\uff0c\u6211\u4eec\u6765\u770b\u770bQwen3.5\u5728\u827a\u672f\u7406\u89e3\u4e0a\u9762\u7684\u80fd\u529b\u3002\u6211\u4eec\u7ed9Qwen3.5\u770b\u4e00\u5f20\u897f\u73ed\u7259\u753b\u5bb6\u8428\u5c14\u74e6\u591a·\u8fbe\u5229\u7684\u300a\u8bb0\u5fc6\u7684\u6c38\u6052\u300b\uff0c\u770b\u770b\u6a21\u578b\u80fd\u4e0d\u80fd\u8bc6\u522b\u51fa\u8fd9\u5e45\u753b\u7684\u98ce\u683c\u6d3e\u522b\u548c\u80cc\u666f\u3002<\/p>\n

\"\u521a\u521a\uff0c\u6625\u8282\u6740\u624b\u950f\u201c\u6e90\u795e\u201d\u767b\u573a\"<\/p>\n

Qwen3.5\u63d0\u53d6\u51fa\u4e86\u8fd9\u5e45\u753b\u4e2d\u7684\u7279\u70b9\u5143\u7d20\u201c\u878d\u5316\u7684\u65f6\u949f\u201d\uff0c\u51c6\u786e\u56de\u7b54\u51fa\u8fd9\u5e45\u753b\u7684\u4f5c\u8005\u662f\u8428\u5c14\u74e6\u591a·\u8fbe\u5229\uff0c\u5e76\u4e14\u5c06\u8be5\u4f5c\u8005\u7684\u751f\u5e73\u4fe1\u606f\u4ee5\u53ca\u8fd9\u5e45\u753b\u7684\u753b\u9762\u6750\u8d28\u3001\u521b\u4f5c\u65f6\u95f4\u3001\u5c3a\u5bf8\u3001\u6536\u85cf\u5730\u7b49\u8be6\u7ec6\u4fe1\u606f\u90fd\u5448\u73b0\u7ed9\u4e86\u7528\u6237\u3002\u6b64\u5916\uff0c\u8be5\u6a21\u578b\u8fd8\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u8fd9\u5e45\u753b\u7684\u4e3b\u8981\u5143\u7d20\u548c\u8c61\u5f81\u610f\u4e49\u4ee5\u53ca\u827a\u672f\u5730\u4f4d\uff0c\u5bf9\u7f8e\u5b66\u548c\u62bd\u8c61\u6982\u5ff5\u7684\u7406\u89e3\u8f83\u5f3a\u3002<\/p>\n

\"\u521a\u521a\uff0c\u6625\u8282\u6740\u624b\u950f\u201c\u6e90\u795e\u201d\u767b\u573a\"<\/p>\n

Qwen3.5\u53ef\u4e0eOpenClaw\u96c6\u6210\uff0c\u9a71\u52a8\u7f16\u7a0b\u4efb\u52a1\u3002\u901a\u8fc7\u5c06OpenClaw\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u667a\u80fd\u4f53\u73af\u5883\u96c6\u6210\uff0cQwen3.5 \u80fd\u591f\u8fdb\u884c\u7f51\u9875\u641c\u7d22\u3001\u4fe1\u606f\u6536\u96c6\u548c\u7ed3\u6784\u5316\u62a5\u544a\u751f\u6210\u2014\u2014\u5b83\u7ed3\u5408\u81ea\u8eab\u7684\u63a8\u7406\u4e0e\u5de5\u5177\u8c03\u7528\u80fd\u529b\uff0c\u4ee5\u53caOpenClaw\u7684\u63a5\u53e3\uff0c\u4e3a\u7528\u6237\u5e26\u6765\u6d41\u7545\u7684\u7f16\u7801\u548c\u7814\u7a76\u4f53\u9a8c\u3002<\/p>\n

\u6b64\u5916\uff0cQwen3.5\u80fd\u591f\u4f5c\u4e3a\u89c6\u89c9\u667a\u80fd\u4f53\uff0c\u81ea\u4e3b\u64cd\u4f5c\u624b\u673a\u4e0e\u7535\u8111\u5b8c\u6210\u65e5\u5e38\u4efb\u52a1\u3002\u5728\u79fb\u52a8\u7aef\uff0c\u8be5\u6a21\u578b\u5df2\u9002\u914d\u66f4\u591a\u4e3b\u6d41\u5e94\u7528\uff0c\u652f\u6301\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u9a71\u52a8\u64cd\u4f5c\uff1b\u5728PC\u7aef\uff0cQwen3.5\u80fd\u5904\u7406\u8de8\u5e94\u7528\u7684\u6570\u636e\u6574\u7406\u3001\u591a\u6b65\u9aa4\u6d41\u7a0b\u81ea\u52a8\u5316\u7b49\u590d\u6742\u4efb\u52a1\uff0c\u6709\u6548\u51cf\u5c11\u91cd\u590d\u6027\u4eba\u5de5\u5e72\u9884\uff0c\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n

\u4ee5Qwen3.5\u4e3a\u5e95\u5c42\u6a21\u578b\uff0cQwen Code\u652f\u6301\u201cvibe coding\u201d\uff0c\u53ef\u5c06\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u8f6c\u5316\u4e3a\u4ee3\u7801\u3001\u5b9e\u65f6\u8fed\u4ee3\u5f00\u53d1\u9879\u76ee\uff0c\u5e76\u652f\u6301\u5982\u751f\u6210\u89c6\u9891\u7b49\u5bcc\u6709\u521b\u610f\u7684\u4efb\u52a1\u3002<\/p>\n

\u6574\u4f53\u4f53\u9a8c\u4e0b\u6765\uff0cQwen3.5\u5728\u591a\u6a21\u6001\u80fd\u529b\u65b9\u9762\u771f\u662f\u4e0b\u4e86\u72e0\u529f\u592b\u3002\u8fd9\u80cc\u540e\u5176\u5b9e\u662f\u5343\u95ee\u56e2\u961f\u5728\u6a21\u578b\u5e95\u5c42\u67b6\u6784\u7684\u91cd\u6784\uff0c\u5343\u95ee\u6b63\u5f0f\u4ece\u201c\u8bed\u8a00\u6a21\u578b\u201d\u8fdb\u5316\u4e3a\u201c\u539f\u751f\u591a\u6a21\u6001\u5927\u6a21\u578b\u201d<\/strong>\u3002<\/p>\n

\u4e8c\u3001\u539f\u751f\u5168\u6a21\u6001\uff0c\u8ba9\u6a21\u578b\u50cf\u4eba\u4e00\u6837\u5b66\u4e60<\/p>\n

\u4e1a\u754c\u666e\u904d\u8ba4\u4e3a\uff0c\u7edf\u4e00\u591a\u6a21\u6001\u662f\u901a\u5f80\u901a\u7528\u4eba\u5de5\u667a\u80fd<\/a>\u7684\u5fc5\u7ecf\u4e4b\u8def\u3002\u4f46\u8ba9\u5927\u6a21\u578b\u771f\u6b63\u201d\u5f20\u5f00\u773c\u775b\u201d\uff0c\u5728\u7edf\u4e00\u67b6\u6784\u4e0b\u540c\u65f6\u63d0\u5347\u8bed\u8a00\u548c\u89c6\u89c9\u80fd\u529b\uff0c\u5b9e\u73b0\u591a\u6a21\u6001\u4fe1\u606f\u7684\u9ad8\u6548\u878d\u5408\u4e0e\u534f\u540c\u751f\u6210\uff0c\u5e76\u975e\u6613\u4e8b\u3002<\/p>\n

\u5f53\u524d\u884c\u4e1a\u4e2d\u4e0d\u5c11\u770b\u8d77\u6765\u201c\u591a\u6a21\u6001\u201d\u7684\u65b9\u6848\uff0c\u672c\u8d28\u4e0a\u4ecd\u662f\u201c\u62fc\u88c5\u201d\u2014\u2014\u5148\u8bad\u597d\u8bed\u8a00\u6a21\u578b\u201c\u5b66\u8bf4\u8bdd\u201d\uff0c\u518d\u5916\u6302\u89c6\u89c9\u6216\u97f3\u9891\u6a21\u5757\uff0c\u6a21\u5757\u4e4b\u95f4\u9760\u9002\u914d\u5c42\u52c9\u5f3a\u5bf9\u9f50\u3002<\/p>\n

\u6709\u7684\u4ea7\u54c1\u751a\u81f3\u53ea\u662f\u5728\u7edf\u4e00\u5165\u53e3\u80cc\u540e\uff0c\u901a\u8fc7\u5de5\u7a0b\u8def\u7531\u5c06\u4e0d\u540c\u4efb\u52a1\u5206\u53d1\u7ed9\u4e0d\u540c\u6a21\u578b\u3002\u8fd9\u4e9b\u65b9\u6848\u90fd\u6ca1\u6709\u5b9e\u73b0\u771f\u6b63\u7684\u591a\u6a21\u6001\u878d\u5408\uff0c\u4e14\u4e0d\u5c11\u89c6\u89c9\u7406\u89e3\u6a21\u578b\u4f1a\u968f\u7740\u89c6\u89c9\u80fd\u529b\u7684\u589e\u5f3a\uff0c\u51fa\u73b0\u8bed\u8a00\u80fd\u529b\u201d\u964d\u667a\u201d\u7684\u95ee\u9898\u3002<\/p>\n

Qwen3.5\u4ece\u4e00\u5f00\u59cb\u5c31\u9009\u62e9\u4e86\u4e00\u6761\u9c9c\u6709\u4eba\u8e0f\u8db3\u7684\u8def\u3002<\/strong><\/p>\n

\u4ece\u9884\u8bad\u7ec3\u7b2c\u4e00\u5929\u8d77\uff0c\u8be5\u6a21\u578b\u5c31\u5728\u6d77\u91cf\u7684\u6587\u672c\u548c\u89c6\u89c9\u7684\u6df7\u5408\u6570\u636e\u4e0a\u8054\u5408\u5b66\u4e60\uff0c\u5c31\u50cf\u4eba\u7c7b\u4e00\u6837\uff0c\u8c03\u7528\u4e94\u5b98\u6765\u7efc\u5408\u63a5\u6536\u5916\u754c\u4fe1\u606f\u3002<\/p>\n

\u8ba9\u89c6\u89c9\u4e0e\u8bed\u8a00\u5728\u7edf\u4e00\u7684\u53c2\u6570\u7a7a\u95f4\u5185\u6df1\u5ea6\u878d\u5408\uff0c\u6a21\u578b\u770b\u5230\u4e00\u5f20\u56fe\u5c31\u80fd\u81ea\u7136\u7406\u89e3\u5176\u8bed\u4e49\uff0c\u8bfb\u5230\u4e00\u6bb5\u6587\u5b57\u4fbf\u80fd\u5728\u8111\u4e2d\u6784\u5efa\u5bf9\u5e94\u753b\u9762\u3002\u6ca1\u6709\u201c\u4e2d\u95f4\u5546\u8d5a\u5dee\u4ef7\u201d\uff0c\u6ca1\u6709\u4fe1\u606f\u6298\u635f\uff0c\u771f\u6b63\u5177\u5907\u50cf\u4eba\u4e00\u6837\u7684\u8de8\u6a21\u6001\u7684\u76f4\u89c9\u7406\u89e3\u529b<\/strong>\u3002<\/p>\n

\u60f3\u8981\u8ba9\u8fd9\u79cd\u539f\u751f\u878d\u5408\u771f\u6b63\u8dd1\u8d77\u6765\uff0c\u5c31\u8981\u6709\u4e00\u4e2a\u201c\u4eba\u7c7b\u5927\u8111\u201d<\/strong>\uff0c\u6a21\u578b\u7684\u8bad\u7ec3\u67b6\u6784\u4e5f\u5fc5\u987b\u8ddf\u7740\u53d8\u3002\u5728\u8fd9\u4e00\u70b9\u4e0a\uff0c\u884c\u4e1a\u4e2d\u7684\u4f20\u7edf\u505a\u6cd5\u662f\u8ba9\u89c6\u89c9\u548c\u8bed\u8a00\u7528\u540c\u4e00\u5957\u5e76\u884c\u7b56\u7565<\/a>\uff0c\u6548\u7387\u635f\u8017\u4e25\u91cd\u3002<\/p>\n

Qwen3.5\u7684\u505a\u6cd5\u662f\u5404\u8d70\u5404\u7684\u6700\u4f18\u8def\u5f84\uff0c\u518d\u5728\u5173\u952e\u8282\u70b9\u4e0a\u9ad8\u6548\u6c47\u5408\u3002\u8fd9\u6837\u505a\u7684\u7ed3\u679c\u5c31\u662f\u54ea\u6015\u540c\u65f6\u5582\u5165\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u4e09\u79cd\u6570\u636e\uff0c\u8bad\u7ec3\u901f\u5ea6\u4e5f\u51e0\u4e4e\u4e0d\u53d7\u5f71\u54cd\uff0c\u548c\u53ea\u8bad\u7ec3\u7eaf\u6587\u672c\u65f6\u76f8\u5f53\u3002<\/p>\n

\u540c\u65f6\uff0cQwen3.5\u901a\u8fc7\u5b9a\u5236\u5316\u7684FP8\/FP32\u7cbe\u5ea6\u7b56\u7565<\/strong>\uff0c\u4f7f\u6fc0\u6d3b\u5185\u5b58\u5360\u7528\u964d\u4f4e\u7ea65<\/strong>0%<\/strong>\uff0c\u8bad\u7ec3\u901f\u5ea6\u63d0\u534710%<\/strong>\u3002\u8be5\u7b56\u7565\u5df2\u5728\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u4e0e\u63a8\u7406\u5168\u6d41\u7a0b\u7edf\u4e00\u5e94\u7528\uff0c\u6709\u6548\u964d\u4f4e\u4e86\u591a\u6a21\u6001\u6a21\u578b\u89c4\u6a21\u5316\u90e8\u7f72\u7684\u6210\u672c\u4e0e\u590d\u6742\u5ea6\u3002<\/p>\n

\u5728\u667a\u80fd\u4f53\u8bad\u7ec3\u4e0a\uff0c\u5343\u95ee\u56e2\u961f\u8fd8\u642d\u5efa\u4e86\u4e00\u5957\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\uff0c\u652f\u6301\u6587\u672c\u3001\u591a\u6a21\u6001\u4e0e\u591a\u8f6e\u5bf9\u8bdd\u7b49\u573a\u666f\uff0c\u8bad\u7ec3\u6548\u7387\u63d0\u5347\u4e863\u81f35\u500d<\/strong>\u3002<\/p>\n

\u539f\u751f\u591a\u6a21\u6001\u878d\u5408\u5e26\u6765\u7684\u80fd\u529b\u4e0d\u6b62\u56fe\u50cf\u7406\u89e3\uff0cQwen3.5\u53ef\u5bf9\u56fe\u50cf\u505a\u50cf\u7d20\u7ea7\u7a7a\u95f4\u5b9a\u4f4d\u4e0e\u4ee3\u7801\u7ea7\u7cbe\u7ec6\u5904\u7406\uff0c\u80fd\u7406\u89e3 2\u5c0f\u65f6<\/strong>\u957f\u89c6\u9891\u7684\u65f6\u5e8f\u4e0e\u903b\u8f91\u5173\u7cfb\uff0c\u53ef\u5c06\u624b\u7ed8\u8349\u56fe\u8f6c\u4e3a\u53ef\u8fd0\u884c\u524d\u7aef\u4ee3\u7801\uff0c\u8fd8\u80fd\u4f5c\u4e3a\u89c6\u89c9\u667a\u80fd\u4f53\u81ea\u4e3b\u64cd\u4f5c\u8bbe\u5907\u3001\u8de8\u5e94\u7528\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002<\/p>\n

\u4e09\u3001\u56db\u5927\u6838\u5fc3\u7a81\u7834\uff0c\u52a9\u529b\u6a21\u578b\u201c\u4ee5\u5c0f\u80dc\u5927\u201d<\/p>\n

\u8fc7\u53bb\u4e24\u5e74\uff0c\u5927\u6a21\u578b\u884c\u4e1a\u666e\u904d\u8d70\u4e0a\u201c\u5806\u53c2\u6570\u3001\u62fc\u7b97\u529b\u201d\u7684\u201c\u5927\u529b\u51fa\u5947\u8ff9\u201d\u8def\u7ebf\uff0c\u6a21\u578b\u89c4\u6a21\u4ece\u5343\u4ebf\u4e00\u8def\u6500\u5347\u81f3\u4e07\u4ebf\u7ea7\u522b\uff0c\u6027\u80fd\u867d\u6709\u63d0\u5347\uff0c\u4f46\u6210\u672c\u4e5f\u968f\u4e4b\u6c34\u6da8\u8239\u9ad8\u3002<\/p>\n

\u90e8\u7f72\u9700\u8981\u4e13\u5c5e\u96c6\u7fa4\uff0c\u63a8\u7406\u6d88\u8017\u5927\u91cf\u7b97\u529b\uff0c\u4e0d\u4ec5\u4e2d\u5c0f\u4f01\u4e1a\u96be\u4ee5\u8d1f\u62c5\uff0c\u7ec8\u7aef\u8bbe\u5907\u66f4\u662f\u65e0\u6cd5\u8fd0\u884c\u3002\u6280\u672f\u6307\u6807\u4e0d\u65ad\u7a81\u7834\uff0c\u53ef\u79bb\u666e\u60e0\u3001\u5b9e\u7528\u7684\u76ee\u6807\u53cd\u800c\u8d8a\u6765\u8d8a\u8fdc\u3002Qwen3.5\u6362\u4e86\u4e00\u79cd\u601d\u8def\uff1a\u4e0d\u6bd4\u8c01\u66f4\u5927\uff0c\u800c\u662f\u6bd4\u8c01\u66f4\u806a\u660e\uff0c\u6bd4\u8c01\u80fd\u7528\u76f8\u5bf9\u66f4\u5c0f\u7684\u6a21\u578b\u83b7\u5f97\u66f4\u5927\u7684\u667a\u80fd\u3002<\/strong><\/p>\n

\u5177\u4f53\u6765\u8bf4\uff0c\u6709\u56db\u9879<\/strong>\u6838\u5fc3\u6280\u672f\u7a81\u7834\u5171\u540c\u652f\u6491\u4e86\u8fd9\u4e2a\u7ed3\u679c\uff1a<\/p>\n

\u4e00\u662f\u6df7\u5408\u6ce8\u610f\u529b\u673a\u5236\u3002<\/strong>\u4f20\u7edf\u5927\u6a21\u578b\u5728\u5904\u7406\u957f\u6587\u672c\u65f6\uff0c\u9700\u5bf9\u6bcf\u4e2atoken\u4e0e\u5168\u90e8\u4e0a\u4e0b\u6587\u8fdb\u884c\u5168\u91cf\u6ce8\u610f\u529b\u8ba1\u7b97\uff0c\u6587\u672c\u957f\u5ea6\u8d8a\u957f\uff0c\u7b97\u529b\u5f00\u9500\u5c31\u8d8a\u9ad8\uff0c\u8fd9\u4e5f\u662f\u9650\u5236\u957f\u4e0a\u4e0b\u6587\u80fd\u529b\u7684\u5173\u952e\u74f6\u9888\u3002<\/p>\n

Qwen3.5\u91c7\u7528\u6df7\u5408\u6ce8\u610f\u529b\u673a\u5236\uff0c\u53ef\u4f9d\u636e\u4fe1\u606f\u91cd\u8981\u6027\u52a8\u6001\u5206\u914d\u6ce8\u610f\u529b\u8d44\u6e90<\/a>\uff0c\u5b9e\u73b0\u4e3b\u6b21\u5206\u660e\uff0c\u5728\u63d0\u5347\u6548\u7387\u7684\u540c\u65f6\u4fdd\u8bc1\u7cbe\u5ea6\u3002<\/p>\n

\u4e8c\u662f\u6781\u81f4\u7a00\u758fMoE\u67b6\u6784\u3002<\/strong>\u4f20\u7edf\u7a20\u5bc6\u6a21\u578b\u5728\u6bcf\u4e00\u6b21\u63a8\u7406\u65f6\u90fd\u8981\u8c03\u52a8\u5168\u90e8\u53c2\u6570\u53c2\u4e0e\u8fd0\u7b97\uff0c\u6a21\u578b\u89c4\u6a21\u8d8a\u5927\uff0c\u5bf9\u5e94\u7684\u7b97\u529b\u6210\u672c\u4e5f\u5c31\u8d8a\u9ad8\u3002<\/p>\n

\u800cQwen3.5\u7684MoE\u67b6\u6784\u6838\u5fc3\u601d\u8def\u5219\u5728\u4e8e\uff0c\u65e0\u9700\u540c\u65f6\u542f\u7528\u6240\u6709\u53c2\u6570\uff0c\u53ea\u9700\u4f9d\u636e\u8f93\u5165\u5185\u5bb9\uff0c\u6309\u9700\u6fc0\u6d3b\u4e0e\u4e4b\u6700\u76f8\u5173\u7684\u201c\u4e13\u5bb6\u201d\u7f51\u7edc\u5373\u53ef\u3002<\/p>\n

\u8fd9\u6837\u7684\u67b6\u6784\uff0c\u8ba9Qwen3.5\u6709397B<\/strong>\u7684\u603b\u53c2\u6570\u7684\u60c5\u51b5\u4e0b\uff0c\u6fc0\u6d3b\u53c2\u6570\u4ec5\u970017B<\/strong>\uff0c\u76f8\u5f53\u4e8e\u4ec5\u9700\u4e0d\u52305%<\/strong>\u7684\u7b97\u529b\uff0c\u5373\u53ef\u8c03\u52a8\u5168\u90e8\u77e5\u8bc6\u50a8\u5907\u3002<\/p>\n

\u4e09\u662f\u539f\u751f\u591aToken\u9884\u6d4b\u3002<\/strong>\u5343\u95ee\u56e2\u961f\u8ba9\u6a21\u578b\u5728\u8bad\u7ec3\u9636\u6bb5\u5c31\u5b66\u4f1a\u4e86\u5bf9\u540e\u7eed\u591a\u4e2a\u4f4d\u7f6e\u8fdb\u884c\u8054\u5408\u9884\u6d4b\uff0c\u63a8\u7406\u901f\u5ea6\u63a5\u8fd1\u7ffb\u500d\u3002\u5728\u957f\u6587\u672c\u751f\u6210\u3001\u4ee3\u7801\u8865\u5168\u3001\u591a\u8f6e\u5bf9\u8bdd\u7b49\u9ad8\u9891\u573a\u666f\u4e2d\uff0c\u6a21\u578b\u7684\u54cd\u5e94\u901f\u5ea6\u63a5\u8fd1\u201c\u79d2\u56de\u201d<\/p>\n

\u56db\u662f\u7cfb\u7edf\u7ea7\u8bad\u7ec3\u7a33\u5b9a\u6027\u4f18\u5316\u3002<\/strong>2025\u5e74\u5343\u95ee\u56e2\u961f\u66fe\u53d1\u8868\u8fc7\u4e00\u7bc7\u6ce8\u610f\u529b\u95e8\u63a7\u673a\u5236\u7684\u8bba\u6587\uff0c\u8fd8\u65a9\u83b7\u4e86NeurIPS 2025\u6700\u4f73\u8bba\u6587\u5956<\/strong>\u3002<\/p>\n<\/p>\n

\u5728\u8fd9\u7bc7\u8bba\u6587\u4e2d\uff0c\u5343\u95ee\u56e2\u961f\u901a\u8fc7\u5728\u6ce8\u610f\u529b\u5c42\u7684\u8f93\u51fa\u7aef\u52a0\u5165\u4e86\u4e00\u4e2a\u201c\u667a\u80fd\u5f00\u5173\u201d<\/strong>\uff0c\u5c31\u50cf\u4e00\u4e2a\u6c34\u9f99\u5934\uff0c\u53ef\u4ee5\u667a\u80fd\u8c03\u63a7\u4fe1\u606f\u7684\u201c\u6d41\u91cf\u201d\u3002<\/p>\n

\u8fd9\u6837\u65e2\u53ef\u4ee5\u9632\u6b62\u6709\u6548\u4fe1\u606f\u88ab\u6df9\u6ca1\uff0c\u4e5f\u9632\u6b62\u65e0\u6548\u4fe1\u606f\u88ab\u8fc7\u5ea6\u653e\u5927\uff0c\u4ece\u800c\u63d0\u5347\u6a21\u578b\u7684\u8f93\u51fa\u7cbe\u5ea6\u548c\u957f\u4e0a\u4e0b\u6587\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n

\u7c7b\u4f3c\u7684\u6df1\u5c42\u4f18\u5316\u8fd8\u5305\u62ec\u5f52\u4e00\u5316\u7b56\u7565\u548c\u4e13\u5bb6\u8def\u7531\u521d\u59cb\u5316\u7b49\uff0c\u5b83\u4eec\u5404\u81ea\u89e3\u51b3\u4e0d\u540c\u73af\u8282\u7684\u7a33\u5b9a\u6027\u95ee\u9898\uff0c\u5171\u540c\u786e\u4fdd\u4e0a\u8ff0\u67b6\u6784\u521b\u65b0<\/a>\u5728\u5927\u89c4\u6a21\u8bad\u7ec3\u4e2d\u771f\u6b63\u8dd1\u5f97\u901a\u3001\u8dd1\u5f97\u7a33\u3002<\/p>\n

\u5728\u4ee5\u4e0a\u6280\u672f\u7684\u52a0\u6301\u4e0b\uff0cQwen3.5\u7684\u65b0\u67b6\u6784\u8ba9\u6a21\u578b\u5728\u603b\u53c2\u6570\u4e0d\u8db3400B\u7684\u60c5\u51b5\u4e0b\uff0c\u6027\u80fd\u5374\u80fd\u8d85\u8d8a\u4e0a\u4e00\u4ee3\u8d85\u4e07\u4ebf<\/strong>\u6a21\u578b\u7684\u540c\u65f6\uff0c\u90e8\u7f72\u663e\u5b58\u5360\u7528\u964d\u4f4e60%<\/strong>\uff0c\u63a8\u7406\u6548\u7387\u5927\u5e45\u63d0\u5347\uff0c\u8fd8\u987a\u624b\u628aAPI\u4ef7\u683c\u5377\u5230\u4e86Gemini-3-pro\u76841\/18<\/strong>\u3002<\/p>\n

\u5f53\u884c\u4e1a\u8fd8\u5728\u6bd4\u62fc\u201d\u8c01\u7684\u8dd1\u5206\u66f4\u9ad8\u201d\u65f6\uff0cQwen3.5\u5df2\u7ecf\u628a\u7ade\u4e89\u5e26\u5411\u4e86\u4e0b\u4e00\u4e2a\u95ee\u9898\uff1a\u8c01\u7684\u6a21\u578b\u66f4\u597d\u7528\u3001\u66f4\u5b9e\u7528\u3001\u66f4\u591a\u4eba\u7528\u5f97\u8d77\u3002<\/strong><\/p>\n

\u7ed3\u8bed\uff1aQwen3.5\u5728\u201c\u597d\u7528\u3001\u5b9e\u7528\u3001\u7528\u5f97\u8d77\u201d\u4e0a\u4e00\u9a6c\u5f53\u5148<\/p>\n

\u4e00\u9a6c\u5f53\u5148\uff0c\u4e0d\u53ea\u662f\u8dd1\u5f97\u5feb\uff0c\u66f4\u662f\u8dd1\u5f97\u5bf9\u3001\u8dd1\u5f97\u8fdc\u3002<\/p>\n

\u5728\u591a\u6a21\u6001\u65b9\u9762\uff0cQwen3.5\u518d\u4e00\u6b21\u9a8c\u8bc1\u4e86\u539f\u751f\u591a\u6a21\u6001\u662f\u4ece\u9884\u8bad\u7ec3\u7b2c\u4e00\u5929\u8d77\u5c31\u8ba9\u6a21\u578b\u50cf\u4eba\u7c7b\u4e00\u6837\uff0c\u7528\u7edf\u4e00\u7684\u8ba4\u77e5\u6846\u67b6\u7406\u89e3\u56fe\u6587\u4ea4\u7ec7\u7684\u4e16\u754c\u3002\u5728\u6548\u7387\u4e0e\u6027\u80fd\u4e0a\uff0cQwen3.5\u5c06\u601d\u8003\u7684\u91cd\u70b9\u653e\u5728\u201c\u5982\u4f55\u8ba9\u5927\u6a21\u578b\u66f4\u9ad8\u6548\u201d\uff0c\u201c\u5982\u4f55\u624d\u80fd\u8ba9\u5927\u6a21\u578b\u597d\u7528\u3001\u5b9e\u7528\u3001\u7528\u5f97\u8d77\u201d\u4e0a\u3002<\/p>\n

\u4ece\u8bc6\u522b\u5230\u7406\u89e3\uff0c\u4ece\u5355\u6a21\u6001\u5230\u8de8\u6a21\u6001\u63a8\u7406\uff0cQwen3.5\u8ba9\u5927\u6a21\u578b\u4ece\u5bf9\u8bdd\u5de5\u5177\u5411\u7406\u89e3\u771f\u5b9e\u4e16\u754c\u7684\u57fa\u7840\u80fd\u529b\u6f14\u8fdb\u3002\u963f\u91cc\u4e00\u65b9\u9762\u5728\u4e0d\u65ad\u63a8\u51faSOTA\u7ea7\u6a21\u578b\uff0c\u53e6\u4e00\u65b9\u9762\uff0c\u901a\u8fc7\u5f00\u6e90\u7b56\u7565\u8ba9\u4eba\u4eba\u90fd\u80fd\u514d\u8d39\u7528\uff0c\u5b55\u80b2\u51fa\u4e86\u4e00\u7247\u5168\u65b0\u7684\u521b\u65b0\u571f\u58e4\u3002<\/p>\n

(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"

\u4f5c\u8005 | \u738b\u6db5 \u7f16\u8f91 | \u6f20\u5f71 \u667a\u4e1c\u897f2\u670816\u65e5\u62a5\u9053\uff0c\u521a\u521a\uff0cQwen3.5\u6b63\u5f0f\u53d1\u5e03\u5e76\u5f00\u6e90\uff0c\u5728\u591a\u6a21\u6001\u7406\u89e3\u3001\u590d\u6742\u63a8 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[148,252,88,238],"views":31,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/725211"}],"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=725211"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/725211\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=725211"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=725211"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=725211"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}