{"id":5482,"date":"2025-04-30T16:09:46","date_gmt":"2025-04-30T16:09:46","guid":{"rendered":"http:\/\/nxhdyxdsj.com\/?p=5482"},"modified":"2025-04-30T16:09:46","modified_gmt":"2025-04-30T16:09:46","slug":"%e5%8f%91%e5%b8%83-qwen3%ef%bc%8c%e9%98%bf%e9%87%8c%e4%ba%91%e6%8b%89%e5%bc%80%e6%96%b0%e4%b8%80%e8%bd%ae%e5%bc%80%e6%ba%90%e6%a8%a1%e5%9e%8b%e7%ab%9e%e8%b5%9b%e7%9a%84%e5%ba%8f%e5%b9%95","status":"publish","type":"post","link":"http:\/\/nxhdyxdsj.com\/?p=5482","title":{"rendered":"\u53d1\u5e03 Qwen3\uff0c\u963f\u91cc\u4e91\u62c9\u5f00\u65b0\u4e00\u8f6e\u5f00\u6e90\u6a21\u578b\u7ade\u8d5b\u7684\u5e8f\u5e55"},"content":{"rendered":"<p><\/p>\n<p>2025 \u5e74\u5df2\u7ecf\u8fc7\u53bb 1\/3\uff0c\u5982\u679c\u7528\u5173\u952e\u8bcd\u6765\u6982\u62ec AI \u9886\u57df\u7684\u53d1\u5c55\u4f60\u4f1a\u60f3\u5230\u4ec0\u4e48\uff1f\u8fd9\u662f\u6211\u60f3\u5230\u7684\uff1a\u5f00\u6e90\u3001\u521b\u65b0\u52a0\u901f\u52a0\u901f\u52a0\u901f\u3002<\/p>\n<p>2 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\u9886\u57df\u7684\u4ea7\u54c1\u53d1\u5e03\u8282\u594f\u5c31\u662f\u5f88\u5fae\u5999\uff0c\u4ec0\u4e48\u65f6\u5019\u53d1\u5e03\u4f3c\u4e4e\u53d6\u51b3\u4e8e\u5bf9\u624b\u7684\u52a8\u4f5c\uff0c\u4f5c\u4e3a\u4e00\u79cd\u5fc3\u7167\u4e0d\u5ba3\u7684\u9ed8\u5951\uff0cMeta \u4e00\u58f0\u67aa\u54cd\u8ba9 4 \u6708\u5e95\u6210\u4e3a\u5f00\u6e90\u6a21\u578b\u7684\u4e3b\u573a\u3002<\/p>\n<p>\u6574\u4e2a 4 \u6708\u751a\u81f3\u66f4\u65e9\uff0cAI \u5f00\u53d1\u8005\u4eec\u90fd\u5728\u5404\u5927\u793e\u4ea4\u5e73\u53f0\u300c\u8e72\u300d\u5f00\u6e90\u9886\u57df\u300c\u4e09\u5927\u5934\u724c\u300d\u7684\u65b0\u53d1\u5e03\uff1aDeepSeek-R2\u3001Qwen3 \u4ee5\u53ca Llama4\u3002Llama4 \u7531\u4e8e\u672c\u6708\u521d\u7684\u53d1\u5e03\u4f4e\u4e8e\u9884\u671f\uff0c\u4f3c\u4e4e\u5c11\u4e86\u4e00\u4e9b\u70ed\u5ea6\u3002<\/p>\n<p>\u76ee\u524d\u770b\u8d77\u6765\uff0c4 \u6708\u5e95\u6700\u53d7\u5173\u6ce8\u7684\u8fd8\u662f\u4e2d\u56fd\u961f\uff0cR2 \u547c\u4e4b\u6b32\u51fa\uff0cQwen3 \u7ec8\u4e8e\u6765\u4e86\u3002<\/p>\n<p>4 \u6708 29 \u65e5\u51cc\u6668 5 \u70b9\uff0c\u963f\u91cc\u5df4\u5df4\u5f00\u6e90\u65b0\u4e00\u4ee3\u901a\u4e49\u5343\u95ee\u6a21\u578b Qwen3\uff0c\u53c2\u6570\u91cf\u4ec5\u4e3a DeepSeek-R1 \u7684 1\/3\uff0c\u6210\u672c\u5927\u5e45\u4e0b\u964d\uff0c\u6027\u80fd\u5168\u9762\u8d85\u8d8a R1\u3001OpenAI-o1 \u7b49\u5168\u7403\u9876\u5c16\u6a21\u578b\uff0c\u767b\u9876\u5168\u7403\u6700\u5f3a\u5f00\u6e90\u6a21\u578b\u3002X \u5e73\u53f0\u7684\u5f00\u53d1\u8005\u7f51\u53cb\u751a\u81f3\u628a\u4eca\u5929\u5b9a\u4e49\u4e3a\u300cHappy Qwen3 Day\u300d\uff0c\u4e0d\u4ec5\u56e0\u4e3a Qwen3 \u5168\u9762\u8d85\u8d8a R1\uff0c\u66f4\u56e0\u4e3a Qwen3 \u5bb6\u65cf\u7684\u591a\u5c3a\u5bf8\u3001\u5185\u7f6e MCP \u652f\u6301\u3001\u652f\u6301\u6df7\u5408\u63a8\u7406\u7b49\u5b9e\u7528\u6027\u7684\u529f\u80fd\u70b9\u3002<\/p>\n<p>\u5b98\u65b9\u6280\u672f\u62a5\u544a\u8fdb\u4e00\u6b65\u7ed9\u51fa\u4e86 Qwen3 \u7684\u51e0\u5927\u4eae\u70b9\uff1a<\/p>\n<ul class=\" list-paddingleft-2\">\n<li>\n<p><strong>\u300c\u63a2\u7d22\u667a\u80fd\u4e0a\u9650\u300d\u518d\u7a81\u7834\uff1a\u901a\u8fc7\u6269\u5927\u9884\u8bad\u7ec3\u548c<\/strong><strong>\u5f3a\u5316\u5b66\u4e60<\/strong><strong>\u7684\u89c4\u6a21\uff0c\u5b9e\u73b0\u4e86\u66f4\u9ad8\u5c42\u6b21\u7684\u667a\u80fd\uff1b<\/strong><\/p>\n<\/li>\n<li>\n<p><strong>\u56fd\u5185\u9996\u4e2a\u300c\u6df7\u5408\u63a8\u7406\u6a21\u578b\u300d\uff1a\u65e0\u7f1d\u96c6\u6210\u4e86\u601d\u8003\u6a21\u5f0f\u4e0e\u975e\u601d\u8003\u6a21\u5f0f\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u7075\u6d3b\u63a7\u5236\u601d\u8003\u9884\u7b97\u7684\u80fd\u529b\uff1b<\/strong><\/p>\n<\/li>\n<li>\n<p><strong>\u589e\u5f3a\u4e86 Agent \u80fd\u529b\uff1a\u6b63\u4ece\u4e13\u6ce8\u4e8e\u8bad\u7ec3\u6a21\u578b\u7684\u65f6\u4ee3\u8fc7\u6e21\u5230\u4ee5\u8bad\u7ec3 Agent \u4e3a\u4e2d\u5fc3\u7684\u65f6\u4ee3\u3002<\/strong><\/p>\n<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e Qwen3\uff0c\u4e2a\u4eba\u7528\u6237\u73b0\u5728\u5c31\u53ef\u4ee5\u5728\u300c\u901a\u4e49\u300dAPP \u6216 chat.qwen.ai \u7f51\u9875\u76f4\u63a5\u4f53\u9a8c\uff0c\u5938\u514b\u4e5f\u5373\u5c06\u5168\u7ebf\u63a5\u5165 Qwen3\u3002\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u5219\u53ef\u4ee5\u514d\u8d39\u5728\u9b54\u642d\u793e\u533a\u3001HuggingFace \u7b49\u5e73\u53f0\u4e0b\u8f7d\u6a21\u578b\u5e76\u5546\u7528\uff0c\u6216\u901a\u8fc7\u963f\u91cc\u4e91\u767e\u70bc\u8c03\u7528 Qwen3 \u7684 API \u670d\u52a1\u3002<\/p>\n<p>\u618b\u4e86\u8fd9\u4e48\u4e45\u7684 Qwen3 \u5230\u5e95\u600e\u4e48\u6837\uff1f\u53c8\u4ee3\u8868\u54ea\u4e9b\u6a21\u578b\u53d1\u5c55\u7684\u8d8b\u52bf\uff1f<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>01 <\/strong><strong>Qwen3\uff0c\u767b\u9876\u5168\u7403\u6700\u5f3a\u5f00\u6e90\u6a21\u578b<\/strong><\/h2>\n<p>Qwen3 \u5305\u542b 2 \u4e2a MoE \u548c 6 \u4e2a\u5bc6\u96c6\u6a21\u578b\uff0c\u963f\u91cc\u4e91\u5f00\u6e90\u4e86\u4e24\u4e2a MoE \u6a21\u578b\u7684\u6743\u91cd\uff0c\u516d\u4e2a Dense \u6a21\u578b\u4e5f\u5df2\u5f00\u6e90\uff0c\u5305\u62ec Qwen3-32B\u3001Qwen3-14B\u3001Qwen3-8B\u3001Qwen3-4B\u3001Qwen3-1.7B \u548c Qwen3-0.6B\uff0c\u5747\u5728 Apache 2.0 \u8bb8\u53ef\u4e0b\u5f00\u6e90\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/71\/7d\/717d6258fd31feb89cd3beb6194b78bf.jpg\" \/><\/p>\n<p>\u5176\u4e2d\uff0c\u65d7\u8230\u578b\u53f7 Qwen3-235B-A22B \u53c2\u6570\u91cf\u4ec5\u4e3a DeepSeek-R1 \u7684 1\/3\uff0c\u6210\u672c\u5927\u5e45\u4e0b\u964d\uff0c\u6027\u80fd\u5168\u9762\u8d85\u8d8a R1\u3001OpenAI-o1 \u7b49\u5168\u7403\u9876\u5c16\u6a21\u578b\uff0c\u767b\u9876\u5168\u7403\u6700\u5f3a\u5f00\u6e90\u6a21\u578b\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u636e\u963f\u91cc\u4e91\u5b98\u65b9\u4ecb\u7ecd\uff0c<strong>Qwen3 \u662f\u56fd\u5185\u9996\u4e2a\u300c\u6df7\u5408\u63a8\u7406\u6a21\u578b\u300d<\/strong><strong>\u3002<\/strong>\u300c\u5feb\u601d\u8003\u300d\u4e0e\u300c\u6162\u601d\u8003\u300d\u96c6\u6210\u8fdb\u540c\u4e00\u4e2a\u6a21\u578b\uff0c\u5bf9\u7b80\u5355\u9700\u6c42\u53ef\u4f4e\u7b97\u529b\u300c\u79d2\u56de\u300d\u7b54\u6848\uff0c\u5bf9\u590d\u6742\u95ee\u9898\u53ef\u591a\u6b65\u9aa4\u300c\u6df1\u5ea6\u601d\u8003\u300d\uff0c\u5927\u5927\u8282\u7701\u7b97\u529b\u6d88\u8017\u3002<\/p>\n<p>Qwen3 \u5728\u63a8\u7406\u3001\u6307\u4ee4\u9075\u5faa\u3001\u5de5\u5177\u8c03\u7528\u3001\u591a\u8bed\u8a00\u80fd\u529b\u7b49\u65b9\u9762\u5747\u5927\u5e45\u589e\u5f3a\uff0c\u521b\u4e0b\u6240\u6709\u56fd\u4ea7\u6a21\u578b\u53ca\u5168\u7403\u5f00\u6e90\u6a21\u578b\u7684\u6027\u80fd\u65b0\u9ad8\uff1a\u5728\u5965\u6570\u6c34\u5e73\u7684 AIME25 \u6d4b\u8bc4\u4e2d\uff0cQwen3 \u65a9\u83b7 81.5 \u5206\uff0c\u5237\u65b0\u5f00\u6e90\u7eaa\u5f55\uff1b\u5728\u8003\u5bdf\u4ee3\u7801\u80fd\u529b\u7684 LiveCodeBench \u8bc4\u6d4b\u4e2d\uff0cQwen3 \u7a81\u7834 70 \u5206\u5927\u5173\uff0c\u8868\u73b0\u751a\u81f3\u8d85\u8fc7 Grok3\uff1b\u5728\u8bc4\u4f30\u6a21\u578b\u4eba\u7c7b\u504f\u597d\u5bf9\u9f50\u7684 ArenaHard \u6d4b\u8bc4\u4e2d\uff0cQwen3 \u4ee5 95.6 \u5206\u8d85\u8d8a OpenAI-o1 \u53ca DeepSeek-R1\u3002<\/p>\n<p>\u6027\u80fd\u5927\u5e45\u63d0\u5347\u7684\u540c\u65f6\uff0cQwen3 \u7684\u90e8\u7f72\u6210\u672c\u8fd8\u5927\u5e45\u4e0b\u964d\uff0c<strong>\u4ec5\u9700 4 \u5f20 H20 \u5373\u53ef\u90e8\u7f72\u5343\u95ee 3 \u6ee1\u8840\u7248\uff0c\u663e\u5b58\u5360\u7528\u4ec5\u4e3a\u6027\u80fd\u76f8\u8fd1\u6a21\u578b\u7684\u4e09\u5206\u4e4b\u4e00\u3002<\/strong><\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/48\/0c\/480c14b3055b893f20ecff140c24fd37.jpg\" \/><\/p>\n<p style=\"text-align: center\"><em>Qwen3 \u6027\u80fd\uff5c\u56fe\u7247\u6765\u6e90\uff1a\u963f\u91cc\u4e91<\/em><\/p>\n<p>\u6b64\u5916\uff0c\u5c0f\u578b MoE \u6a21\u578b Qwen3-30B-A3B \u7684\u6fc0\u6d3b\u53c2\u6570\u6570\u91cf\u662f QwQ-32B \u7684 10%\uff0c\u8868\u73b0\u66f4\u80dc\u4e00\u7b79\uff0c\u751a\u81f3\u50cf Qwen3-4B \u8fd9\u6837\u7684\u5c0f\u6a21\u578b\u4e5f\u80fd\u5339\u654c Qwen2.5-72B-Instruct \u7684\u6027\u80fd\u3002<\/p>\n<p>\u636e\u4ecb\u7ecd\uff0cQwen3-235B-A22B \u662f\u4e00\u4e2a\u62e5\u6709 2350 \u591a\u4ebf\u603b\u53c2\u6570\u548c 220 \u591a\u4ebf\u6fc0\u6d3b\u53c2\u6570\u7684\u5927\u6a21\u578b\uff1bQwen3-30B-A3B \u5219\u662f\u4e00\u4e2a\u62e5\u6709\u7ea6 300 \u4ebf\u603b\u53c2\u6570\u548c 30 \u4ebf\u6fc0\u6d3b\u53c2\u6570\u7684\u5c0f\u578b MoE \u6a21\u578b\u3002<\/p>\n<p>\u5f97\u76ca\u4e8e\u5728\u9884\u8bad\u7ec3\u3001\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u548c\u63a8\u7406\u6a21\u5f0f\u6574\u5408\u65b9\u9762\u53d6\u5f97\u7684\u663e\u8457\u8fdb\u5c55\uff0cQwen3 \u4e3b\u6253\u300c\u601d\u8003\u66f4\u6df1\u3001\u884c\u52a8\u66f4\u5feb\u300d\uff0c\u66f4\u597d\u5730\u6784\u5efa AI \u5e94\u7528\u3002Qwen3 \u9884\u8bad\u7ec3\u6570\u636e\u91cf\u8fbe 36T\uff0c\u5e76\u5728\u540e\u8bad\u7ec3\u9636\u6bb5\u591a\u8f6e\u5f3a\u5316\u5b66\u4e60\uff0c\u5c06\u975e\u601d\u8003\u6a21\u5f0f\u65e0\u7f1d\u6574\u5408\u5230\u601d\u8003\u6a21\u578b\u4e2d\u3002<\/p>\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8fd9\u6b21 Qwen3 \u7684\u53d1\u5e03\uff0c\u4e3b\u6253\u6df7\u5408\u63a8\u7406\uff0c\u4f46\u662f\u9700\u8981\u601d\u8003\u7684\u957f\u5ea6\u6700\u77ed\u4e5f\u662f 1024tokens\uff0c\u5426\u5219\u5982\u679c\u95ee\u9898\u6240\u9700\u8981\u7684\u63a8\u7406\u9884\u7b97\u7528\u4e0d\u6ee1 1024tokens\uff0c\u6839\u672c\u611f\u53d7\u4e0d\u5230\u53ef\u4ee5\u8c03\u8282\u7cbe\u5ea6\u7684\u6df7\u5408\u63a8\u7406\u6a21\u578b\u7684\u597d\u3002\u4e5f\u5c31\u65e0\u6cd5\u53d1\u6325\u7528 Qwen3 \u4e0d\u540c\u7a0b\u5ea6\u7684\u601d\u8003\uff0c\u7075\u6d3b\u6ee1\u8db3 AI \u5e94\u7528\u548c\u4e0d\u540c\u573a\u666f\u5bf9\u6027\u80fd\u548c\u6210\u672c\u7684\u591a\u6837\u9700\u6c42\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/f6\/4c\/f64c83cb1ccf3c79f1be53189be6bf88.jpg\" \/><\/p>\n<p style=\"text-align: center\"><em>\u622a\u56fe\u6765\u6e90\uff1aX<\/em><\/p>\n<p>&nbsp;<\/p>\n<h2><strong>02 <\/strong><strong>\u5927\u6a21\u578b\u5168\u9762\u8f6c\u5411<\/strong><strong>\u300c\u6df7\u5408\u63a8\u7406\u6a21\u578b\u300d\u548c\u300cAgent\u300d<\/strong><\/h2>\n<p>\u5728 Qwen3 \u53d1\u5e03\u7684\u524d\u4e00\u5929\uff0cX \u5e73\u53f0\u5df2\u6709\u300c\u884c\u4e1a\u4eba\u58eb\u300d&mdash;&mdash;\u65e5\u672c\u7684\u5927\u6a21\u578b\u5382\u5546 SakanaAI \u7684\u4e00\u4f4d\u5de5\u7a0b\u5e08\u654f\u9510\u5730\u6355\u6349\u5230\u4e86 Qwen3 \u7684\u91cd\u70b9\u3002\u5f53\u5929\uff0c\u5728 AI \u9886\u57df\u6700\u91cd\u8981\u7684\u5b66\u672f\u4f1a\u8bae\u4e4b\u4e00 ICLR 2025 \u7684\u4e00\u4e2a\u5de5\u4f5c\u574a\u4e0a\uff0c\u963f\u91cc\u4e91\u901a\u4e49\u5b9e\u9a8c\u5ba4\u901a\u4e49\u5343\u95ee\u8d1f\u8d23\u4eba\u6797\u4fca\u65f8\u900f\u9732\u4e86 Qwen \u7684\u4e0b\u4e00\u6b65\u65b9\u5411\uff1a\u63a8\u7406\u6a21\u578b\u548c\u975e\u63a8\u7406\u6a21\u578b\u7684\u7edf\u4e00\uff0c\u4ee5\u53ca\u9762\u5411 agent \u7684\u5927\u6a21\u578b\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/ec\/cb\/eccbfa1e057d9985772647bfbf6af4cd.jpg\" \/><\/p>\n<p>\u8fd9\u6b63\u662f\u4eca\u5929\u53d1\u5e03\u7684 Qwen3 \u6700\u5927\u7684\u4e24\u4e2a\u7279\u70b9\uff0c\u540c\u65f6\u4e5f\u662f\u5927\u6a21\u578b\u5382\u5546\u4eec\u6b63\u5728\u96c6\u4f53\u53d1\u751f\u7684\u8f6c\u5411\u3002<\/p>\n<p>2025 \u5e74 2 \u6708 25 \u65e5\uff0cAnthropic \u53d1\u5e03\u4e86\u6700\u65b0\u7684\u65d7\u8230\u6a21\u578b Claude 3.7 Sonnet\uff0c\u540c\u65f6\u4e5f\u79f0\u4f5c\u662f\u5e02\u573a\u4e0a\u9996\u4e2a\u6df7\u5408\u63a8\u7406\u6a21\u578b\u3002\u8fd9\u610f\u5473\u7740 Claude 3.7 Sonnet \u80fd\u591f\u751f\u6210\u5373\u65f6\u7684\u54cd\u5e94\uff08\u5feb\u601d\u8003\uff09\uff0c\u4e5f\u53ef\u4ee5\u8fdb\u884c\u5ef6\u5c55\u7684\u3001\u9010\u6b65\u7684\u601d\u8003\uff08\u6162\u601d\u8003\uff09\u3002API \u7528\u6237\u8fd8\u53ef\u4ee5\u7ec6\u7c92\u5ea6\u5730\u63a7\u5236\u6a21\u578b\u7684\u601d\u8003\u65f6\u957f\uff1b\u5f53\u7ed9\u5b9a\u66f4\u957f\u7684\u601d\u8003\u65f6\u95f4\uff0c\u7406\u8bba\u4e0a\u4f1a\u6709\u66f4\u9ad8\u8d28\u91cf\u7684\u7b54\u6848\u3002<\/p>\n<p>Anthropic \u8868\u793a\uff0c\u6df7\u5408\u63a8\u7406\u6a21\u578b\u7684\u67b6\u6784\u4ee3\u8868\u4e0b\u4e00\u4ee3\u524d\u6cbf\u6a21\u578b\uff0c\u53ef\u4ee5\u8ba9\u6a21\u578b\u50cf\u4eba\u7c7b\u7528\u540c\u4e00\u4e2a\u5927\u8111\u4e00\u6837\uff0c\u65e2\u80fd\u5feb\u901f\u53cd\u5e94\u53c8\u80fd\u6df1\u5ea6\u601d\u8003\uff0c\u8fd9\u65e2\u80fd\u4e3a\u7528\u6237\u521b\u9020\u66f4\u65e0\u7f1d\u7684\u4f53\u9a8c\uff0c\u4e5f\u80fd\u8ba9\u7528\u6237\u901a\u8fc7 API \u4f7f\u7528 Claude 3.7 Sonnet \u65f6\uff0c\u53ef\u4ee5\u63a7\u5236\u601d\u8003\u7684\u9884\u7b97\u3002\u6bd4\u5982\uff1a\u53ef\u4ee5\u544a\u8bc9 Claude \u6700\u591a\u601d\u8003 N \u4e2a token\uff0cN \u7684\u53d6\u503c\u53ef\u4ee5\u8fbe\u5230\u5176\u8f93\u51fa\u9650\u5236\u7684 128K token\uff0c\u4ece\u800c\u5728\u56de\u7b54\u8d28\u91cf\u4e0e\u901f\u5ea6\uff08\u53ca\u6210\u672c\uff09\u4e4b\u95f4\u8fdb\u884c\u6743\u8861\u3002<\/p>\n<p>\u300c\u6df7\u5408\u63a8\u7406\u67b6\u6784\u300d\u4e5f\u5f97\u5230\u4e86 OpenAI \u7684\u9752\u7750\u3002Sam Altman \u5728\u66f4\u65e9\u7684\u65f6\u95f4\u770b\u5230\uff0c\u5f53\u524d\u7684\u6a21\u578b\u548c\u4ea7\u54c1\u4f9b\u5e94\u5df2\u7ecf\u53d8\u5f97\u975e\u5e38\u590d\u6742\uff0c\u5e0c\u671b AI \u80fd\u300c\u5f00\u7bb1\u5373\u7528\u300d\u3001\u7b80\u5316\u4ea7\u54c1\u4f9b\u5e94\uff0c\u300c\u6211\u4eec\u548c\u4f60\u4e00\u6837\u8ba8\u538c\u6a21\u578b\u9009\u62e9\u5668\uff0c\u60f3\u8981\u56de\u5f52\u795e\u5947\u7684\u7edf\u4e00\u667a\u80fd\uff0c\u4e4b\u540e\uff0c\u6211\u4eec\u7684\u4e00\u4e2a\u91cd\u8981\u76ee\u6807\u662f\u901a\u8fc7\u521b\u5efa\u80fd\u591f\u4f7f\u7528\u6211\u4eec\u6240\u6709\u5de5\u5177\u3001\u77e5\u9053\u4f55\u65f6\u9700\u8981\u957f\u65f6\u95f4\u601d\u8003\u6216\u4e0d\u9700\u8981\u7684\u7cfb\u7edf\uff0c\u7edf\u4e00 o \u7cfb\u5217\u6a21\u578b\u548c GPT \u7cfb\u5217\u6a21\u578b\uff0c\u6574\u4f53\u4e0a\u80fd\u5e7f\u6cdb\u9002\u7528\u4e8e\u5404\u79cd\u4efb\u52a1\u3002\u300d<\/p>\n<p>\u5c31\u50cf\u5728 DeepSeek-R1 \u91cc\u4e00\u6837\uff0c\u70b9\u9009\u300c\u6df1\u5ea6\u601d\u8003\u300d\u80cc\u540e\u8c03\u7528\u7684\u662f\u63a8\u7406\u6a21\u578b R1 \u505a\u7684\u957f\u63a8\u7406\uff0c\u4e0d\u9009\u5219\u8c03\u7528\u7684\u662f\u57fa\u5ea7\u6a21\u578b V3 \u5373\u65f6\u751f\u6210\u7684\u7b54\u6848\u3002\u73b0\u5728\uff0c\u6a21\u578b\u5382\u5546\u628a\u300c\u601d\u8003\u7684\u9897\u7c92\u5ea6\u300d\u8fd9\u4e2a\u9009\u62e9\u6743\u66f4\u7075\u6d3b\u3001\u5e7f\u6cdb\u5730\u4ea4\u7ed9\u7528\u6237\u6765\u63a7\u5236\u63a8\u7406\u9884\u7b97\u3002<\/p>\n<p>\u5728 Qwen3 \u4e2d\uff0c\u53ef\u4ee5\u6ed1\u52a8\u300c\u601d\u8003\u9884\u7b97\u300d\u7684\u6309\u94ae\uff0c\u6765\u63a7\u5236\u601d\u8003\u7684\u6700\u5927\u957f\u5ea6\uff0c\u4ece\u800c\u5339\u914d\u5408\u9002\u7684\u63a8\u7406\u8d28\u91cf\u548c\u6210\u672c\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/bf\/54\/bf5428cbf21c80607e8bb9f117ceaedd.jpg\" \/><\/p>\n<p>\u5728\u601d\u8003\u6a21\u5f0f\u4e0b\uff0cQwen3 \u6a21\u578b\u4f1a\u9010\u6b65\u63a8\u7406\uff0c\u7ecf\u8fc7\u6df1\u601d\u719f\u8651\u540e\u7ed9\u51fa\u6700\u7ec8\u7b54\u6848\uff0c\u9002\u5408\u9700\u8981\u6df1\u5165\u601d\u8003\u7684\u590d\u6742\u95ee\u9898\u3002\u5728\u975e\u601d\u8003\u6a21\u5f0f\u4e0b\uff0c\u6a21\u578b\u63d0\u4f9b\u5feb\u901f\u3001\u8fd1\u4e4e\u5373\u65f6\u7684\u54cd\u5e94\uff0c\u9002\u7528\u4e8e\u90a3\u4e9b\u5bf9\u901f\u5ea6\u8981\u6c42\u9ad8\u4e8e\u6df1\u5ea6\u7684\u7b80\u5355\u95ee\u9898\u3002\u8fd9\u79cd\u7075\u6d3b\u6027\u4f7f\u7528\u6237\u80fd\u591f\u6839\u636e\u5177\u4f53\u4efb\u52a1\u63a7\u5236\u6a21\u578b\u8fdb\u884c\u300c\u601d\u8003\u300d\u7684\u7a0b\u5ea6\u3002\u8fd9\u4e24\u79cd\u6a21\u5f0f\u7684\u7ed3\u5408\u5927\u5927\u589e\u5f3a\u4e86\u6a21\u578b\u5b9e\u73b0\u7a33\u5b9a\u4e14\u9ad8\u6548\u7684\u300c\u601d\u8003\u9884\u7b97\u300d\u63a7\u5236\u80fd\u529b\uff0c\u5728\u6210\u672c\u6548\u76ca\u548c\u63a8\u7406\u8d28\u91cf\u4e4b\u95f4\u5b9e\u73b0\u66f4\u4f18\u7684\u5e73\u8861\u3002<\/p>\n<p>\u53e6\u4e00\u4e2a\u6a21\u578b\u5382\u5546\u7684\u8f6c\u5411\u5219\u662f Agent\u3002\u968f\u7740 Manus \u9a8c\u8bc1\u4e86 Claude 3.5 Sonnet \u8fbe\u5230\u4e86\u901a\u7528 agent \u7684\u4e00\u4e9b\u80fd\u529b\uff0c\u52a0\u4e0a\u6a21\u578b\u8c03\u7528\u5de5\u5177\u3001\u5b9e\u73b0 agent \u80fd\u529b\u7684\u7edf\u4e00\u534f\u8bae&mdash;&mdash;MCP \u5728\u8d8a\u6765\u8d8a\u5927\u7684\u8303\u56f4\u5185\u88ab\u62e5\u62b1\uff0c\u4e0b\u4e00\u4ee3\u6a21\u578b\u8981\u9762\u5411 agent\u3001\u9762\u5411\u5b9e\u9645\u573a\u666f\u6765\u4f18\u5316\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/e3\/13\/e313450e6f75acf56120542a02e964a6.jpg\" \/><\/p>\n<p>\u5c31 Qwen3 \u6765\u8bf4\uff0c\u6b63\u5728\u8fc8\u5411\u4ee5\u8bad\u7ec3 Agent \u4e3a\u4e2d\u5fc3\u7684\u9636\u6bb5\uff0c\u5f53\u524d Qwen3 \u4f18\u5316\u4e86 Agent \u548c \u4ee3\u7801\u80fd\u529b\uff0c\u540c\u65f6\u4e5f\u52a0\u5f3a\u4e86\u5bf9 MCP \u7684\u652f\u6301\u3002\u636e\u79f0\uff0cQwen3 \u539f\u751f\u652f\u6301 MCP \u534f\u8bae\uff0c\u5e76\u5177\u5907\u5f3a\u5927\u7684\u5de5\u5177\u8c03\u7528\uff08function calling\uff09\u80fd\u529b\uff0c\u7ed3\u5408\u5c01\u88c5\u4e86\u5de5\u5177\u8c03\u7528\u6a21\u677f\u548c\u5de5\u5177\u8c03\u7528\u89e3\u6790\u5668\u7684 Qwen-Agent \u6846\u67b6\uff0c\u5c06\u5927\u5927\u964d\u4f4e\u7f16\u7801\u590d\u6742\u6027\uff0c\u5b9e\u73b0\u9ad8\u6548\u7684\u624b\u673a\u53ca\u7535\u8111 Agent \u64cd\u4f5c\u7b49\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><em>\u5728\u8be5\u793a\u4f8b\u4e2d\uff0cQwen3 \u601d\u8003\u5e76\u81ea\u4e3b\u8c03\u7528\u5de5\u5177\u5230 Github \u6570\u5f00\u6e90\u6a21\u578b\u83b7\u5f97\u7684 star\uff0c\u7ee7\u7eed\u601d\u8003\u5e76\u8c03\u7528\u7ed8\u56fe\u5de5\u5177\u5236\u4f5c\u56fe\u7247\uff0c\u5e76\u8c03\u7528\u5de5\u5177\u4fdd\u5b58\u3002\uff5c\u89c6\u9891\u6765\u6e90\uff1a\u963f\u91cc\u4e91<\/em><\/p>\n<p>&nbsp;<\/p>\n<h2><strong>03 <\/strong><strong>\u5f00\u6e90\u6a21\u578b\u65b0\u4e00\u8f6e\u7ade\u8d5b\u5f00\u542f<\/strong><\/h2>\n<p>Qwen3 \u7684\u53d1\u5e03\uff0c\u610f\u5473\u7740\u5f00\u6e90\u6a21\u578b\u9886\u57df\u65b0\u4e00\u8f6e\u300c\u4e09\u56fd\u6740\u300d\u5df2\u7136\u5f00\u59cb\u3002<\/p>\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u968f\u7740 DeepSeek \u7684\u6a2a\u7a7a\u51fa\u4e16\uff0c\u52a0\u4e0a OpenAI\u3001\u5b57\u8282\u7b49\u5927\u5382\u8c03\u6574\u5bf9\u5f00\u6e90\u7684\u6001\u5ea6\uff0c\u5f00\u6e90\u5df2\u7136\u6210\u4e3a\u5927\u6a21\u578b\u8d5b\u9053\u7684\u5927\u52bf\u6240\u8d8b\u3002\u800c Llama\u3001Qwen \u548c DeepSeek\uff0c\u6b63\u662f\u76ee\u524d\u5f00\u6e90\u9886\u57df\u6700\u6709\u7ade\u4e89\u529b\u7684\u73a9\u5bb6\u3002<\/p>\n<p>Hugging Face \u8054\u5408\u521b\u59cb\u4eba\u3001CEO Clement Delangue \u53d1\u63a8\u6697\u793a DeepSeek \u5373\u5c06\u5e26\u6765\u65b0\u53d1\u5e03\u3002\uff5c\u622a\u56fe\u6765\u6e90\uff1aX<\/p>\n<p>\u800c\u6b64\u524d OpenAI \u548c DeepSeek \u7684\u6210\u529f\u5df2\u7ecf\u8bc1\u660e\uff0c\u4e92\u8054\u7f51\u65f6\u4ee3\u7684\u751f\u6001\u3001\u7528\u6237\u548c\u4ea7\u54c1\u58c1\u5792\uff0c\u4eca\u5929\u5728 AI \u65f6\u4ee3\u5e76\u6ca1\u6709\u4e92\u8054\u7f51\u65f6\u4ee3\u90a3\u6837\u7262\u4e0d\u53ef\u6467\uff0c\u6a21\u578b\u80fd\u529b\u624d\u662f\u57fa\u7840\u5927\u6a21\u578b\u516c\u53f8\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u3002\u800c Llama\u3001Qwen \u548c DeepSeek \u7684\u80dc\u8005\uff0c\u6709\u53ef\u80fd\u5728\u4e0b\u4e00\u4e2a\u53d1\u5e03\u5468\u671f\u5230\u6765\u524d\uff08\u81f3\u5c11\u5728 OpenAI \u7684\u5f00\u6e90\u6a21\u578b\u53d1\u5e03\u524d\uff09\uff0c\u6210\u4e3a\u6574\u4e2a AI \u884c\u4e1a\u7684\u5f15\u9886\u8005\u3002<\/p>\n<p>\u867d\u7136\u65b0\u4e00\u4ee3\u6a21\u578b\u80fd\u529b\u7684\u5f3a\u5f31\uff0c\u8fd8\u8981\u7b49\u5f85 Llama \u548c DeepSeek 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