{"id":53790,"date":"2025-02-16T10:08:21","date_gmt":"2025-02-16T02:08:21","guid":{"rendered":"https:\/\/fwq.ai\/blog\/53790\/"},"modified":"2025-02-16T10:08:21","modified_gmt":"2025-02-16T02:08:21","slug":"o3-mini-r1-qwen2-5%e5%ae%9e%e6%b5%8b%e6%af%94%e8%be%83","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/53790\/","title":{"rendered":"O3-Mini\/R1\/Qwen2.5\u5b9e\u6d4b\u6bd4\u8f83"},"content":{"rendered":"<p>DeepSeek \u7684 R1 \u6a21\u578b\u4ee5\u5176\u901f\u5ea6\u3001\u63a8\u7406\u80fd\u529b\u548c\u514d\u8d39\u8bbf\u95ee\u8d62\u5f97\u4e86\u7528\u6237\u7684\u9752\u7750\u3002\u8be5\u6a21\u578b\u5728\u903b\u8f91\u63a8\u7406\u548c\u63a8\u7406\u7b49\u51e0\u4e2a\u5173\u952e\u9886\u57df\u8868\u73b0\u51fa\u8272\uff0c\u64c5\u957f\u7406\u89e3\u548c\u5904\u7406\u590d\u6742\u4fe1\u606f\u3002<\/p>\n<p>DeepSeek \u5728\u6570\u5b66\u63a8\u7406\u548c\u7f16\u7801\u4efb\u52a1\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u80fd\u591f\u6709\u6548\u89e3\u51b3\u590d\u6742\u95ee\u9898\u5e76\u751f\u6210\u4ee3\u7801\u7247\u6bb5\u3002\u51ed\u501f\u5353\u8d8a\u7684\u591a\u8bed\u8a00\u80fd\u529b\u548c\u9ad8\u63a8\u7406\u6548\u7387\uff0c\u8be5\u6a21\u578b\u5728\u5e7f\u6cdb\u7684\u5e94\u7528\u4e2d\u8868\u73b0\u51fa\u8272\u3002<\/p>\n<p>OpenAI \u7684 o3-mini \u6a21\u578b\u73b0\u5df2\u5728 ChatGPT \u7684\u514d\u8d39\u5957\u9910\u4e2d\u63d0\u4f9b\uff0c\u5b83\u662f\u4e00\u79cd\u7d27\u51d1\u4f46\u529f\u80fd\u5f3a\u5927\u7684 AI \u6a21\u578b\uff0c\u65e8\u5728\u5728\u9ad8\u7ea7\u63a8\u7406\u3001\u7f16\u7801\u80fd\u529b\u548c\u6570\u5b66\u95ee\u9898\u89e3\u51b3\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u5728\u7f8e\u56fd\u6570\u5b66\u9080\u8bf7\u8d5b (AIME) \u4e2d\u83b7\u5f97\u4e86 96.7% \u7684\u5206\u6570\uff0c\u8d85\u8fc7\u4e86\u5176\u524d\u8eab o1\u3002<\/p>\n<p>\u7136\u800c\uff0c\u81ea\u963f\u91cc\u5df4\u5df4\u7684 Qwen 2.5 \u63a8\u51fa\u4ee5\u6765\uff0c\u5b83\u4e00\u76f4\u662f DeepSeek \u548c ChatGPT \u7684\u5934\u53f7\u7ade\u4e89\u5bf9\u624b\u3002\u8fd9\u6b3e\u804a\u5929\u673a\u5668\u4eba\u5bf9\u7528\u6237\u514d\u8d39\uff0c\u5e76\u4e14\u5728\u7f16\u7801\u80fd\u529b\u3001\u591a\u8bed\u8a00\u7406\u89e3\u3001\u6570\u5b66\u63a8\u7406\u548c\u9ad8\u6548\u5feb\u901f\u7684\u6269\u5c55\u5185\u5bb9\u5904\u7406\u65b9\u9762\u4e5f\u8868\u73b0\u51fa\u8272\uff0c\u5728\u7ade\u4e89\u6fc0\u70c8\u7684\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4e2d\u72ec\u6811\u4e00\u5e1c\u3002<\/p>\n<p>\u90a3\u4e48\u8fd9\u4e9b\u804a\u5929\u673a\u5668\u4eba\u76f8\u6bd4\u5982\u4f55\uff1f\u6211\u5bf9\u5b83\u4eec\u8fdb\u884c\u4e86\u4e00\u7cfb\u5217\u76f8\u540c\u7684\u63d0\u793a\uff0c\u4ee5\u6d4b\u8bd5\u5b83\u4eec\u4ece\u9ad8\u7ea7\u63a8\u7406\u548c\u7f16\u7801\u80fd\u529b\u5230\u89e3\u51b3\u95ee\u9898\u80fd\u529b\u7b49\u5404\u4e2a\u65b9\u9762\u3002\u4ee5\u4e0b\u662f\u8fd9\u4e9b\u514d\u8d39\u5c42\u6a21\u578b\uff08\u5305\u62ec\u603b\u51a0\u519b\uff09\u5bf9\u51b3\u65f6\u53d1\u751f\u7684\u60c5\u51b5\u3002<\/p>\n<h2>1\u3001\u7f16\u7801\u6311\u6218<\/h2>\n<pre><code>Prompt: \"Write a Python script that simulates a basic banking system with functionalities to deposit, withdraw, and check balance.\"<\/code><\/pre>\n<blockquote><p>\n  \u63d0\u793a\uff1a\u201c\u7f16\u5199\u4e00\u4e2a Python \u811a\u672c\uff0c\u6a21\u62df\u4e00\u4e2a\u5177\u6709\u5b58\u6b3e\u3001\u53d6\u6b3e\u548c\u67e5\u8be2\u4f59\u989d\u529f\u80fd\u7684\u57fa\u672c\u94f6\u884c\u7cfb\u7edf\u3002\u201d\n<\/p><\/blockquote>\n<p>o3-mini \u4f7f\u7528\u57fa\u4e8e\u7c7b\u7684\u65b9\u6cd5\u63d0\u4f9b\u4e86\u53ef\u9760\u7684\u5b9e\u73b0\uff0c\u5e76\u5305\u542b\u6709\u610f\u4e49\u7684\u9519\u8bef\u6d88\u606f\uff0c\u540c\u65f6\u786e\u4fdd\u6b63\u786e\u5904\u7406\u5b58\u6b3e\u548c\u53d6\u6b3e\u3002\u5b83\u8fd8\u5bf9\u6bcf\u79cd\u65b9\u6cd5\u53ca\u5176\u529f\u80fd\u8fdb\u884c\u4e86\u6e05\u6670\u7684\u89e3\u91ca\u3002<\/p>\n<p>Qwen 2.5 \u63d0\u4f9b\u4e86\u811a\u672c\u5de5\u4f5c\u539f\u7406\u7684\u7ed3\u6784\u826f\u597d\u7684\u7ec6\u5206\uff0c\u6db5\u76d6\u4e86\u7c7b\u5b9a\u4e49\u3001\u5b58\u6b3e\/\u53d6\u6b3e\u65b9\u6cd5\u3001\u9519\u8bef\u5904\u7406\u548c\u7528\u6237\u4f53\u9a8c\u3002\u5b83\u5305\u62ec try-except \u5757\u6765\u5904\u7406\u65e0\u6548\u8f93\u5165\uff0c\u4f7f\u5176\u66f4\u52a0\u5f3a\u5927\u3002\u8be5\u811a\u672c\u7b80\u6d01\u4e14\u6ce8\u91ca\u826f\u597d\uff0c\u521d\u5b66\u8005\u5f88\u5bb9\u6613\u7406\u89e3\u3002<\/p>\n<p>DeepSeek \u4fdd\u6301\u811a\u672c\u7684\u7ed3\u6784\u548c\u6548\u7387\uff0c\u5e76\u4e3a\u5e10\u6237\u5f15\u5165\u6240\u6709\u8005\u540d\u79f0\uff0c\u589e\u52a0\u4e86\u4e2a\u4eba\u98ce\u683c\u3002\u7136\u800c\uff0c\u5b83\u7f3a\u4e4f\u8f93\u5165\u9a8c\u8bc1\uff08\u4f8b\u5982\uff0c\u6ca1\u6709\u9488\u5bf9\u975e\u6570\u5b57\u8f93\u5165\u7684 try-except \u5904\u7406\uff09\uff0c\u867d\u7136\u89e3\u91ca\u5f88\u6e05\u695a\uff0c\u4f46\u4e0d\u5982 Qwen 2.5 \u90a3\u4e48\u8be6\u7ec6\u3002<\/p>\n<p>\u83b7\u80dc\u8005\uff1aQwen 2.5 \u56e0\u63d0\u4f9b\u7b80\u6d01\u3001\u7ed3\u6784\u826f\u597d\u7684\u811a\u672c\u3001\u5f3a\u5927\u7684\u9519\u8bef\u5904\u7406\u3001\u8be6\u7ec6\u7684\u89e3\u91ca\u548c\u76f4\u89c2\u7684\u7528\u6237\u4f53\u9a8c\u800c\u83b7\u80dc\u3002o3-mini \u5b9e\u65bd\u826f\u597d\uff0c\u4f46\u5728\u9519\u8bef\u5904\u7406\u65b9\u9762\u7565\u663e\u4e0d\u8db3\uff0c\u7d27\u968f\u5176\u540e\u3002<\/p>\n<h2>2\u3001\u6570\u5b66\u8bc1\u660e<\/h2>\n<pre><code>Prompt: \"Prove the Pythagorean theorem using a geometric approach.\"<\/code><\/pre>\n<blockquote><p>\n  \u63d0\u793a\uff1a\u201c\u4f7f\u7528\u51e0\u4f55\u65b9\u6cd5\u8bc1\u660e\u52fe\u80a1\u5b9a\u7406\u3002\u201d\n<\/p><\/blockquote>\n<p>o3-mini \u63d0\u4f9b\u7684\u89e3\u91ca\u9075\u5faa\u7ed3\u6784\u826f\u597d\u3001\u5faa\u5e8f\u6e10\u8fdb\u7684\u65b9\u6cd5\uff0c\u4f7f\u5176\u6613\u4e8e\u7406\u89e3\u3002\u89e3\u91ca\u65e2\u4e0d\u8fc7\u5206\u5197\u957f\uff0c\u4e5f\u4e0d\u7f3a\u4e4f\u5fc5\u8981\u7684\u7ec6\u8282\u3002<\/p>\n<p>Qwen 2.5 \u63d0\u4f9b\u4e86\u4e0e o3-mini \u7c7b\u4f3c\u7684\u65b9\u6cd5\uff0c\u4f7f\u7528\u5927\u6b63\u65b9\u5f62\u5e76\u91cd\u65b0\u6392\u5217\u4e09\u89d2\u5f62\uff0c\u540c\u65f6\u6e05\u6670\u3001\u6709\u6761\u4e0d\u7d0a\u5730\u5206\u89e3\u6b65\u9aa4\u3002\u89e3\u91ca\u5305\u542b\u683c\u5f0f\u95ee\u9898\uff0c\u5e76\u4e14\u67d0\u4e9b\u90e8\u5206\uff08\u5982 ASCII \u56fe\uff09\u7565\u5fae\u4e0d\u6e05\u695a\u6216\u9519\u4f4d\uff0c\u4f7f\u5176\u66f4\u96be\u53ef\u89c6\u5316\u3002<\/p>\n<p>DeepSeek \u5236\u4f5c\u4e86\u4e00\u4e2a\u9075\u5faa\u903b\u8f91\u7ed3\u6784\u7684\u6b63\u786e\u8bc1\u660e\u3002\u4f46\u5b83\u5728\u89e3\u91ca\u8be5\u65b9\u6cd5\u4e3a\u4f55\u6709\u6548\u65b9\u9762\u7f3a\u4e4f\u6df1\u5ea6\u3002<\/p>\n<p>\u83b7\u80dc\u8005\uff1ao3-mini \u4ee5\u6e05\u6670\u5ea6\u3001\u7ec6\u8282\u548c\u903b\u8f91\u6d41\u7a0b\u7684\u6700\u4f73\u7ec4\u5408\u83b7\u80dc\u3002Qwen 2.5 \u4f4d\u5c45\u7b2c\u4e8c\uff0c\u53cd\u5e94\u7a33\u5065\uff0c\u4f46\u683c\u5f0f\u548c\u53ef\u89c6\u5316\u95ee\u9898\u3002<\/p>\n<h2>3\u3001\u79d1\u5b66\u89e3\u91ca<\/h2>\n<pre><code>Prompt: \"Explain the process of photosynthesis in detail.\"\n<\/code><\/pre>\n<blockquote><p>\n  \u63d0\u793a\uff1a\u201c\u8be6\u7ec6\u89e3\u91ca\u5149\u5408\u4f5c\u7528\u7684\u8fc7\u7a0b\u3002\u201d\n<\/p><\/blockquote>\n<p>o3-mini \u63d0\u4f9b\u4e86\u5149\u4f9d\u8d56\u548c\u5149\u72ec\u7acb\u53cd\u5e94\u7684\u8be6\u7ec6\u63cf\u8ff0\uff0c\u5e76\u6e05\u6670\u5730\u5206\u89e3\u4e86\u6bcf\u4e2a\u6b65\u9aa4\u3002\u4ece\u6355\u83b7\u5149\u5230\u5c06\u80fd\u91cf\u8f6c\u5316\u4e3a\u8461\u8404\u7cd6\u7684\u9010\u6b65\u8fdb\u5c55\u5f88\u5bb9\u6613\u7406\u89e3\u3002\u5b83\u5c06\u590d\u6742\u7684\u8fc7\u7a0b\u5206\u89e3\u4e3a\u53ef\u6d88\u5316\u7684\u90e8\u5206\u3002<\/p>\n<p>Qwen 2.5 \u63d0\u4f9b\u4e86\u5149\u5408\u4f5c\u7528\u7684\u6240\u6709\u5173\u952e\u6982\u5ff5\uff0c\u5e76\u63d0\u4f9b\u4e86\u826f\u597d\u7684\u5206\u6b65\u8bf4\u660e<\/p>\n<p>\u5149\u4f9d\u8d56\u53cd\u5e94\u548c\u5361\u5c14\u6587\u5faa\u73af\u7684\u8be6\u7ec6\u89e3\u91ca\u3002\u7136\u800c\uff0c\u804a\u5929\u673a\u5668\u4eba\u4e0d\u592a\u5f3a\u8c03\u6c14\u5019\u53d8\u5316\u3001\u7cae\u98df\u5b89\u5168\u7b49\u73b0\u5b9e\u610f\u4e49\uff0c\u4e0e o3-mini \u7684\u8be6\u5c3d\u89e3\u91ca\u76f8\u6bd4\uff0c\u5176\u56de\u7b54\u663e\u5f97\u8fc7\u4e8e\u7b80\u7ec3\u3002<\/p>\n<p>DeepSeek \u5f88\u597d\u5730\u6db5\u76d6\u4e86\u5149\u5408\u4f5c\u7528\u7684\u4e24\u4e2a\u9636\u6bb5\uff0c\u5e76\u5305\u62ec\u5f71\u54cd\u5149\u5408\u4f5c\u7528\u7684\u56e0\u7d20\uff08\u4f8b\u5982\uff0c\u5149\u5f3a\u5ea6\u3001\u4e8c\u6c27\u5316\u78b3\u6c34\u5e73\u3001\u6c34\u8d44\u6e90\u53ef\u7528\u6027\uff09\uff0c\u4f46\u4e0e o3-mini \u7684\u56de\u7b54\u76f8\u6bd4\uff0c\u7f3a\u4e4f\u6280\u672f\u6df1\u5ea6\u3002<\/p>\n<p>\u83b7\u80dc\u8005\uff1ao3-mini \u5728\u6df1\u5ea6\u3001\u6e05\u6670\u5ea6\u3001\u7ec4\u7ec7\u6027\u548c\u51c6\u786e\u6027\u65b9\u9762\u53d6\u5f97\u6700\u4f73\u5e73\u8861\u3002DeepSeek \u4ee5\u624e\u5b9e\u7684\u89e3\u91ca\u7d27\u968f\u5176\u540e\uff0c\u4f46\u7f3a\u5c11\u4e00\u4e9b\u66f4\u7cbe\u7ec6\u7684\u7ec6\u8282\u3002<\/p>\n<h2>4\u3001\u5386\u53f2\u5206\u6790<\/h2>\n<pre><code>Prompt: \"Analyze the causes and effects of the French Revolution.\"<\/code><\/pre>\n<blockquote><p>\n  \u63d0\u793a\uff1a\u201c\u5206\u6790\u6cd5\u56fd\u5927\u9769\u547d\u7684\u539f\u56e0\u548c\u5f71\u54cd\u3002\u201d\n<\/p><\/blockquote>\n<p>o3-mini \u8fdb\u884c\u4e86\u5168\u9762\u4e14\u7ed3\u6784\u826f\u597d\u7684\u5206\u6790\uff0c\u5c06\u539f\u56e0\u548c\u5f71\u54cd\u6e05\u695a\u5730\u5206\u4e3a\u4e0d\u540c\u7684\u90e8\u5206\uff0c\u5e76\u4e3a\u6bcf\u4e2a\u56e0\u7d20\u63d0\u4f9b\u6df1\u5165\u7684\u89e3\u91ca\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5217\u51fa\u5b83\u4eec\u3002<\/p>\n<p>Qwen 2.5 \u5728\u5176\u5f3a\u6709\u529b\u7684\u89e3\u91ca\u548c\u4e95\u7136\u6709\u5e8f\u7684\u56de\u5e94\u4e2d\u8ba8\u8bba\u4e86\u5168\u7403\u5f71\u54cd\uff0c\u5305\u62ec\u62ff\u7834\u4ed1\u548c\u540e\u6765\u7684\u9769\u547d\u3002\u7136\u800c\uff0c\u7ecf\u6d4e\u540e\u679c\u672c\u53ef\u4ee5\u66f4\u8be6\u7ec6\u5730\u63a2\u8ba8\u3002<\/p>\n<p>DeepSeek \u5f88\u597d\u5730\u6db5\u76d6\u4e86\u5173\u952e\u539f\u56e0\uff0c\u5305\u62ec\u793e\u4f1a\u4e0d\u5e73\u7b49\u3001\u7ecf\u6d4e\u6597\u4e89\u548c\u542f\u8499\u601d\u60f3\uff0c\u4f46\u7f3a\u4e4f\u5206\u6790\u6df1\u5ea6\u548c\u5bf9\u8d44\u6599\u6765\u6e90\u7684\u5f15\u7528\u3002<\/p>\n<p>\u83b7\u80dc\u8005\uff1ao3-mini \u56e0\u5728\u6df1\u5ea6\u3001\u6e05\u6670\u5ea6\u3001\u7ec4\u7ec7\u548c\u5386\u53f2\u5206\u6790\u65b9\u9762\u53d6\u5f97\u6700\u4f73\u5e73\u8861\u800c\u83b7\u80dc\u3002DeepSeek \u4ee5\u53ef\u9760\u7684\u56de\u5e94\u4f4d\u5c45\u7b2c\u4e8c\uff0c\u4f46\u7ec6\u8282\u7565\u5c11\u3002<\/p>\n<h2>5\u3001\u6587\u5b66\u8bc4\u8bba<\/h2>\n<pre><code>Prompt: \"Provide a critical analysis of Shakespeare's 'Hamlet' focusing on its themes of madness and revenge.\"<\/code><\/pre>\n<blockquote><p>\n  \u63d0\u793a\uff1a\u201c\u5bf9\u838e\u58eb\u6bd4\u4e9a\u7684\u300a\u54c8\u59c6\u96f7\u7279\u300b\u8fdb\u884c\u6279\u5224\u6027\u5206\u6790\uff0c\u91cd\u70b9\u5173\u6ce8\u5176\u75af\u72c2\u548c\u590d\u4ec7\u7684\u4e3b\u9898\u3002\u201d\n<\/p><\/blockquote>\n<p>o3-mini \u63a2\u8ba8\u4e86\u75af\u72c2\u548c\u590d\u4ec7\u8fd9\u4e24\u4e2a\u4e3b\u9898\uff0c\u4ee5\u53ca\u5b83\u4eec\u5982\u4f55\u4ea4\u7ec7\u5728\u4e00\u8d77\uff0c\u800c\u4e0d\u662f\u5c06\u5b83\u4eec\u89c6\u4e3a\u5355\u72ec\u7684\u4e3b\u9898\u3002\u5b83\u63a2\u8ba8\u4e86\u54c8\u59c6\u96f7\u7279\u7684\u5fc3\u7406\u6597\u4e89\uff0c\u8003\u5bdf\u4e86\u4ed6\u7684\u75af\u72c2\u662f\u5047\u88c5\u7684\u8fd8\u662f\u771f\u5b9e\u7684\uff0c\u8fd9\u662f\u838e\u58eb\u6bd4\u4e9a\u5b66\u672f\u754c\u4e89\u8bba\u7684\u7126\u70b9\u3002<\/p>\n<p>Qwen 2.5 \u5bf9\u5047\u88c5\u75af\u72c2\u4e0e\u771f\u5b9e\u75af\u72c2\u8fdb\u884c\u4e86\u975e\u5e38\u8be6\u7ec6\u7684\u8ba8\u8bba\u3002\u7136\u800c\uff0c\u5728\u89e3\u91ca\u590d\u4ec7\u65b9\u9762\u6709\u4e9b\u5197\u4f59\uff0c\u611f\u89c9\u66f4\u50cf\u662f\u63cf\u8ff0\u6027\u7684\u800c\u4e0d\u662f\u5206\u6790\u6027\u7684\u3002<\/p>\n<p>DeepSeek \u5bf9\u54c8\u59c6\u96f7\u7279\u3001\u96f7\u6b27\u63d0\u65af\u548c\u798f\u4e01\u5e03\u62c9\u65af\u7684\u590d\u4ec7\u65b9\u5f0f\u8fdb\u884c\u4e86\u624e\u5b9e\u7684\u6bd4\u8f83\uff0c\u4f46\u56de\u5e94\u611f\u89c9\u50cf\u662f\u7ed3\u6784\u826f\u597d\u7684\u603b\u7ed3\uff0c\u800c\u4e0d\u662f\u6df1\u5165\u7684\u5206\u6790\u3002\u5217\u8868\u5f0f\u7684\u7ed3\u6784\u8ba9\u5b83\u611f\u89c9\u4e0d\u50cf\u662f\u6d41\u7545\u7684\u6279\u5224\u6027\u8bba\u70b9\u3002<\/p>\n<p>\u83b7\u80dc\u8005\uff1ao3-mini \u518d\u6b21\u8d62\u5f97\u6df1\u5ea6\u3001\u7ed3\u6784\u548c\u4e3b\u9898\u8054\u7cfb\u7684\u6700\u4f73\u878d\u5408\u3002DeepSeek \u4ee5\u5f3a\u6709\u529b\u7684\u56de\u5e94\u4f4d\u5c45\u7b2c\u4e8c\uff0c\u4f46\u5b83\u66f4\u50cf\u662f\u603b\u7ed3\uff0c\u4ea4\u7ec7\u6027\u8f83\u5dee\u3002<\/p>\n<h2>6\u3001\u54f2\u5b66\u8ba8\u8bba<\/h2>\n<pre><code>Prompt: \"Discuss the concept of utilitarianism and its implications in modern ethics.\"<\/code><\/pre>\n<blockquote><p>\n  \u63d0\u793a\uff1a\u201c\u8ba8\u8bba\u529f\u5229\u4e3b\u4e49\u7684\u6982\u5ff5\u53ca\u5176\u5728\u73b0\u4ee3\u4f26\u7406\u5b66\u4e2d\u7684\u542b\u4e49\u3002\u201d\n<\/p><\/blockquote>\n<p>o3-mini \u660e\u786e\u6982\u8ff0\u4e86\u529f\u5229\u4e3b\u4e49\u7684\u6838\u5fc3\u539f\u5219\uff08\u7ed3\u679c\u4e3b\u4e49\u3001\u4eab\u4e50\u4e3b\u4e49\u8ba1\u7b97\u3001\u516c\u6b63\u6027\uff09\uff0c\u5e76\u6bd4\u5176\u4ed6\u56de\u5e94\u66f4\u8be6\u7ec6\u5730\u8ba8\u8bba\u4e86\u5b83\u4eec\u7684\u73b0\u4ee3\u5e94\u7528\uff08\u653f\u7b56\u5236\u5b9a\u3001\u533b\u7597\u4fdd\u5065\u3001\u73af\u5883\u4f26\u7406\uff09\u3002<\/p>\n<p>Qwen 2.5 \u5bf9\u884c\u4e3a\u4e0e\u89c4\u5219\u529f\u5229\u4e3b\u4e49\u8fdb\u884c\u4e86\u8be6\u5c3d\u7684\u5206\u6790\uff0c\u5e76\u5f88\u597d\u5730\u6db5\u76d6\u4e86\u5546\u4e1a\u4f26\u7406\u3001\u6280\u672f\u3001\u4eba\u5de5\u667a\u80fd\u548c\u533b\u5b66\u4f26\u7406\u3002\u4f46\u5728\u5b9a\u4e49\u529f\u5229\u4e3b\u4e49\u6982\u5ff5\u65f6\u5b58\u5728\u4e00\u4e9b\u5197\u4f59\u548c\u8fc7\u5ea6\u89e3\u91ca\u3002<\/p>\n<p>DeepSeek \u5f88\u597d\u5730\u6db5\u76d6\u4e86\u6838\u5fc3\u539f\u5219\u5e76\u5305\u62ec\u5386\u53f2\u80cc\u666f\uff0c\u4f46\u5b83\u672a\u80fd\u50cf\u5176\u4ed6\u4e24\u4e2a\u4ee3\u7406\u90a3\u6837\u6df1\u5165\u63a2\u7d22\u6279\u8bc4\u3002\u6b64\u5916\uff0c\u8be5\u56de\u5e94\u7f3a\u4e4f\u7406\u8bba\u4e0e\u73b0\u5b9e\u95ee\u9898\u4e4b\u95f4\u7684\u5f3a\u70c8\u4e3b\u9898\u8054\u7cfb\u3002<\/p>\n<p>\u83b7\u80dc\u8005\uff1ao3-mini \u63d0\u4f9b\u4e86\u6700\u6df1\u5165\u7684\u56de\u5e94\uff0c\u6e05\u6670\u660e\u4e86\uff0c\u5e76\u4e0e\u73b0\u4ee3\u4f26\u7406\u95ee\u9898\u76f8\u5173\u3002 Qwen 2.5 \u4f4d\u5c45\u7b2c\u4e8c\uff0c\u89e3\u91ca\u5f97\u5f53\uff0c\u4f46\u7ed3\u6784\u548c\u7ed3\u8bba\u7565\u5f31\u3002<\/p>\n<h2>7\u3001\u57ce\u5e02\u89c4\u5212<\/h2>\n<pre><code>Prompt: \"Design an integrated strategy to optimize urban transportation in a rapidly growing megacity. Your plan should address the following aspects.\u201d<\/code><\/pre>\n<blockquote><p>\n  \u63d0\u793a\uff1a\u201c\u8bbe\u8ba1\u4e00\u4e2a\u7efc\u5408\u6218\u7565\u6765\u4f18\u5316\u5feb\u901f\u53d1\u5c55\u7684\u7279\u5927\u57ce\u5e02\u7684\u57ce\u5e02\u4ea4\u901a\u3002\u4f60\u7684\u8ba1\u5212\u5e94\u8be5\u89e3\u51b3\u4ee5\u4e0b\u65b9\u9762\u3002\u201d\n<\/p><\/blockquote>\n<p>o3-mini \u6db5\u76d6\u4e86\u4f18\u5316\u57ce\u5e02\u4ea4\u901a\u6240\u9700\u7684\u6240\u6709\u4e3b\u8981\u65b9\u9762\uff0c\u5177\u6709\u667a\u80fd\u53c2\u8003\u3001\u5f3a\u5927\u7684\u903b\u8f91\u6d41\u7a0b\u548c\u6e05\u6670\u7684\u5b9e\u65bd\u6b65\u9aa4\u3002<\/p>\n<p>Qwen 2.5 \u63d0\u4f9b\u4e86\u7ed3\u6784\u826f\u597d\u7684\u54cd\u5e94\uff0c\u5e76\u6db5\u76d6\u4e86\u5927\u591a\u6570\u57fa\u672c\u7ec4\u4ef6\uff0c\u5e76\u5f88\u597d\u5730\u5229\u7528\u4e86\u6570\u636e\u9a71\u52a8\u7684\u51b3\u7b56\u3002\u7136\u800c\uff0c\u5b83\u7f3a\u4e4f\u5f3a\u6709\u529b\u7684\u5168\u7403\u6848\u4f8b\u7814\u7a76\uff0c\u4e5f\u6ca1\u6709\u5f3a\u8c03\u5b9e\u65bd\u9636\u6bb5\u3002<\/p>\n<p>DeepSeek \u5305\u62ec\u6df1\u5165\u7684\u4ea4\u901a\u7535\u6c14\u5316\u8ba1\u5212\uff0c\u5e76\u91cd\u70b9\u5173\u6ce8\u4ea4\u901a\u4e2d\u7684\u516c\u5e73\u6027\u548c\u6027\u522b\u5b89\u5168\u3002\u7136\u800c\uff0c\u804a\u5929\u673a\u5668\u4eba\u5728\u67d0\u4e9b\u9886\u57df\u8fc7\u4e8e\u5bbd\u6cdb\uff0c\u7f3a\u4e4f\u5bf9\u6cbb\u7406\u548c\u957f\u671f\u672a\u6765\u4fdd\u969c\u7684\u5f3a\u70c8\u5173\u6ce8\u3002\u5b83\u7684\u54cd\u5e94\u4e2d\u4e5f\u7f3a\u5c11\u4e00\u4e2a\u660e\u786e\u7684\u653f\u7b56\u6267\u884c\u6846\u67b6\u3002<\/p>\n<p>\u83b7\u80dc\u8005\uff1ao3-mini \u51ed\u501f\u5176\u6267\u884c\u8def\u7ebf\u56fe\u3001\u521b\u65b0\u3001\u6df1\u5ea6\u548c\u73b0\u5b9e\u6027\u800c\u83b7\u80dc\u3002Qwen 2.5 \u4ee5\u5f3a\u5927\u4f46\u7ed3\u6784\u6027\u7565\u5dee\u7684\u54cd\u5e94\u83b7\u5f97\u7b2c\u4e8c\u540d\u3002<\/p>\n<h2>8\u3001\u603b\u51a0\u519b\uff1ao3-mini<\/h2>\n<p>ChatGPT \u7684 o3-mini \u6210\u4e3a\u8fd9\u6b21\u804a\u5929\u673a\u5668\u4eba\u5bf9\u51b3\u4e2d\u6700\u5168\u9762\u3001\u8868\u73b0\u6700\u7a33\u5b9a\u7684\u804a\u5929\u673a\u5668\u4eba\u3002\u6d89\u53ca\u5404\u79cd\u6311\u6218\u2014\u2014\u5305\u62ec\u7f16\u7801\u3001\u6570\u5b66\u3001\u5386\u53f2\u5206\u6790\u3001\u6587\u5b66\u8bc4\u8bba\u3001\u54f2\u5b66\u8ba8\u8bba\u548c\u6982\u7387<\/p>\n<p>\u95ee\u9898\u89e3\u51b3 \u2014 o3-mini \u53cd\u590d\u5c55\u793a\u4e86\u5353\u8d8a\u7684\u6df1\u5ea6\u3001\u6e05\u6670\u5ea6\u3001\u7ec4\u7ec7\u6027\u548c\u73b0\u5b9e\u4e16\u754c\u9002\u7528\u6027\u3002<\/p>\n<p>03 mini \u5728\u7ec6\u8282\u4e0e\u53ef\u8bfb\u6027\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u63d0\u4f9b\u4e86\u7ed3\u6784\u826f\u597d\u4e14\u5bcc\u6709\u6d1e\u5bdf\u529b\u7684\u56de\u7b54\uff0c\u5c06\u7406\u8bba\u7406\u89e3\u4e0e\u5b9e\u9645\u610f\u4e49\u878d\u4e3a\u4e00\u4f53\u3002<\/p>\n<p>\u867d\u7136 DeepSeek R1 \u548c Qwen 2.5 \u5404\u6709\u4f18\u52bf \u2014 DeepSeek \u901a\u5e38\u63d0\u4f9b\u7ed3\u6784\u5316\u4f46\u6709\u4e9b\u80a4\u6d45\u7684\u56de\u7b54\uff0c\u800c Qwen 2.5 \u5c55\u793a\u4e86\u5f3a\u5927\u7684\u7f16\u7801\u6280\u80fd\u548c\u5f3a\u5927\u7684\u9053\u5fb7\u5206\u6790 \u2014 \u4f46\u5b83\u4eec\u90fd\u65e0\u6cd5\u5728\u6240\u6709\u6d4b\u8bd5\u9886\u57df\u4e2d\u4e0e o3-mini \u7684\u591a\u529f\u80fd\u6027\u76f8\u5ab2\u7f8e\u3002<\/p>\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cQwen 2.5 \u51ed\u501f\u5176\u6ce8\u91ca\u826f\u597d\u7684\u811a\u672c\u548c\u9519\u8bef\u5904\u7406\u529f\u80fd\u5728\u7f16\u7801\u6311\u6218\u4e2d\u80dc\u8fc7 o3-mini\uff0c\u800c DeepSeek \u5076\u5c14\u4f1a\u5728\u63d0\u4f9b\u66f4\u5168\u9762\u4f46\u4e0d\u592a\u7ec6\u81f4\u7684\u56de\u7b54\u65f6\u6392\u540d\u7b2c\u4e8c\u3002<\/p>\n<p>\u5728\u4e03\u9879\u6311\u6218\u4e2d\u7684\u4e94\u9879\u4e2d\uff0co3-mini \u59cb\u7ec8\u540d\u5217\u7b2c\u4e00\uff0c\u4e8b\u5b9e\u8bc1\u660e\uff0c\u5bf9\u4e8e\u5bfb\u6c42\u6df1\u601d\u719f\u8651\u3001\u8868\u8fbe\u6e05\u6670\u4e14\u903b\u8f91\u5408\u7406\u7684\u7b54\u6848\u7684\u7528\u6237\u6765\u8bf4\uff0co3-mini \u662f\u6700\u5e73\u8861\u7684 AI \u6a21\u578b\u3002\u867d\u7136\u8fd9\u4e09\u79cd\u6a21\u578b\u90fd\u80fd\u5728\u5404\u79cd\u4efb\u52a1\u4e2d\u63d0\u4f9b\u6709\u4ef7\u503c\u7684\u5e2e\u52a9\uff0c\u4f46 o3-mini \u76ee\u524d\u5728\u8fd9\u4e9b\u514d\u8d39\u804a\u5929\u673a\u5668\u4eba\u9009\u9879\u4e2d\u63d0\u4f9b\u4e86\u6700\u7cbe\u81f4\u3001\u6700\u53ef\u9760\u7684\u4f53\u9a8c\u3002<\/p>\n<hr>\n","protected":false},"excerpt":{"rendered":"<p>DeepSeek \u7684 R1 \u6a21\u578b\u4ee5\u5176\u901f\u5ea6\u3001\u63a8\u7406\u80fd\u529b\u548c\u514d\u8d39\u8bbf\u95ee\u8d62\u5f97\u4e86\u7528\u6237\u7684\u9752\u7750\u3002\u8be5\u6a21\u578b\u5728\u903b\u8f91\u63a8\u7406\u548c\u63a8\u7406\u7b49\u51e0\u4e2a\u5173\u952e\u9886\u57df\u8868\u73b0\u51fa\u8272\uff0c\u64c5\u957f\u7406\u89e3\u548c\u5904\u7406\u590d\u6742\u4fe1\u606f\u3002 DeepSeek \u5728\u6570\u5b66\u63a8\u7406\u548c\u7f16\u7801\u4efb\u52a1\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u80fd\u591f\u6709\u6548\u89e3\u51b3\u590d\u6742\u95ee\u9898\u5e76\u751f\u6210\u4ee3\u7801\u7247\u6bb5\u3002\u51ed\u501f\u5353\u8d8a\u7684\u591a\u8bed\u8a00\u80fd\u529b\u548c\u9ad8\u63a8\u7406\u6548\u7387\uff0c\u8be5\u6a21\u578b\u5728\u5e7f\u6cdb\u7684\u5e94\u7528\u4e2d\u8868\u73b0\u51fa\u8272\u3002 OpenAI \u7684 o3-mini \u6a21\u578b\u73b0\u5df2\u5728 ChatGPT \u7684\u514d\u8d39\u5957\u9910\u4e2d\u63d0\u4f9b\uff0c\u5b83\u662f\u4e00\u79cd\u7d27\u51d1\u4f46\u529f\u80fd\u5f3a\u5927\u7684 AI \u6a21\u578b\uff0c\u65e8\u5728\u5728\u9ad8\u7ea7\u63a8\u7406\u3001\u7f16\u7801\u80fd\u529b\u548c\u6570\u5b66\u95ee\u9898\u89e3\u51b3\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u5728\u7f8e\u56fd\u6570\u5b66\u9080\u8bf7\u8d5b (AIME) \u4e2d\u83b7\u5f97\u4e86 96.7% \u7684\u5206\u6570\uff0c\u8d85\u8fc7\u4e86\u5176\u524d\u8eab o1\u3002 \u7136\u800c\uff0c\u81ea\u963f\u91cc\u5df4\u5df4\u7684 Qwen 2.5 \u63a8\u51fa\u4ee5\u6765\uff0c\u5b83\u4e00\u76f4\u662f DeepSeek \u548c ChatGPT \u7684\u5934\u53f7\u7ade\u4e89\u5bf9\u624b\u3002\u8fd9\u6b3e\u804a\u5929\u673a\u5668\u4eba\u5bf9\u7528\u6237\u514d\u8d39\uff0c\u5e76\u4e14\u5728\u7f16\u7801\u80fd\u529b\u3001\u591a\u8bed\u8a00\u7406\u89e3\u3001\u6570\u5b66\u63a8\u7406\u548c\u9ad8\u6548\u5feb\u901f\u7684\u6269\u5c55\u5185\u5bb9\u5904\u7406\u65b9\u9762\u4e5f\u8868\u73b0\u51fa\u8272\uff0c\u5728\u7ade\u4e89\u6fc0\u70c8\u7684\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4e2d\u72ec\u6811\u4e00\u5e1c\u3002 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