{"id":35616,"date":"2024-12-28T09:00:13","date_gmt":"2024-12-28T01:00:13","guid":{"rendered":"https:\/\/17aitech.com\/?p=35616"},"modified":"2024-12-28T09:00:13","modified_gmt":"2024-12-28T01:00:13","slug":"%e5%bc%a0%e4%bf%8a%e6%9e%97%ef%bc%9aopenai-o1%e7%9a%84%e4%bb%b7%e5%80%bc%e6%84%8f%e4%b9%89%e5%8f%8a%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e7%9a%84scaling-law","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35616","title":{"rendered":"\u5f20\u4fca\u6797\uff1aOpenAI o1\u7684\u4ef7\u503c\u610f\u4e49\u53ca\u5f3a\u5316\u5b66\u4e60\u7684Scaling Law"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-14-5\" target=\"_blank\">\u5f20\u4fca\u6797\uff1aOpenAI o1\u7684\u4ef7\u503c\u610f\u4e49\u53ca\u5f3a\u5316\u5b66\u4e60\u7684Scaling Law<\/a><\/p>\n<p>\u8e6d\u4e0b\u70ed\u5ea6\u8c08\u8c08 OpenAI \u00a0o1 \u7684\u4ef7\u503c\u610f\u4e49\u53ca RL \u7684 Scaling law\u3002<\/p>\n<p><strong>\u4e00\u3001OpenAI o1 \u662f\u5927\u6a21\u578b\u7684\u5de8\u5927\u8fdb\u6b65<\/strong><\/p>\n<p>\u6211\u89c9\u5f97 OpenAI o1 \u662f\u81ea GPT 4 \u53d1\u5e03\u4ee5\u6765\uff0c\u57fa\u5ea7\u5927\u6a21\u578b\u6700\u5927\u7684\u8fdb\u5c55\uff0c\u903b\u8f91\u63a8\u7406\u80fd\u529b\u63d0\u5347\u7684\u6548\u679c\u548c\u65b9\u6cd5\u6bd4\u9884\u60f3\u7684\u8981\u597d\uff0cGPT 4o \u548c o1 \u662f\u53d1\u5c55\u5927\u6a21\u578b\u4e0d\u540c\u7684\u65b9\u5411\uff0c\u4f46\u662f o1 \u8fd9\u4e2a\u65b9\u5411\u66f4\u6839\u672c\uff0c\u91cd\u8981\u6027\u4e5f\u6bd4 GPT 4o \u8fd9\u79cd\u65b9\u5411\u8981\u91cd\u8981\u5f97\u591a\uff0c\u539f\u56e0\u4e0b\u9762\u4f1a\u5206\u6790\u3002<\/p>\n<p><strong>\u4e3a\u4ec0\u4e48\u8bf4 o1 \u6bd4 4o \u65b9\u5411\u91cd\u8981\uff1f<\/strong><\/p>\n<p>\u8fd9\u662f\u4e24\u79cd\u4e0d\u540c\u7684\u5927\u6a21\u578b\u53d1\u5c55\u601d\u8def\uff0c\u8bf4\u5b9e\u8bdd\u5728\u770b\u5230 GPT 4o \u53d1\u5e03\u7684\u65f6\u5019\u6211\u662f\u6709\u4e9b\u5931\u671b\u7684\uff0c\u6211\u5f53\u65f6\u4ee5\u4e3a OpenAI \u4f1a\u4f18\u5148\u505a o1 \u8fd9\u79cd\u65b9\u5411\uff0c\u4f46\u662f\u6ca1\u60f3\u5230\u5148\u51fa\u4e86 GPT 4o\u3002GPT 4o \u672c\u8d28\u4e0a\u662f\u8981\u63a2\u7d22\u4e0d\u540c\u6a21\u6001\u76f8\u4e92\u878d\u5408\u7684\u5927\u4e00\u7edf\u6a21\u578b\u5e94\u8be5\u600e\u4e48\u505a\u7684\u95ee\u9898\uff0c\u5bf9\u4e8e\u63d0\u5347\u5927\u6a21\u578b\u7684\u667a\u529b\u6c34\u5e73\u4f30\u8ba1\u5e2e\u52a9\u4e0d\u5927\uff1b\u800c o1 \u672c\u8d28\u4e0a\u662f\u5728\u63a2\u7d22\u5927\u6a21\u578b\u5728 AGI \u8def\u4e0a\u80fd\u8d70\u591a\u8fdc\u3001\u5929\u82b1\u677f\u5728\u54ea\u91cc\u7684\u95ee\u9898\uff0c\u5f88\u660e\u663e\u7b2c\u4e8c\u4e2a\u95ee\u9898\u66f4\u91cd\u8981\u3002<\/p>\n<p>GPT 4o \u7684\u95ee\u9898\u5728\u4e8e\u672c\u8eab\u5927\u6a21\u578b\u7684\u667a\u529b\u6c34\u5e73\u8fd8\u4e0d\u591f\u9ad8\uff0c\u6240\u4ee5\u505a\u4e0d\u4e86\u590d\u6742\u4efb\u52a1\uff0c\u5bfc\u81f4\u5f88\u591a\u5e94\u7528\u573a\u666f\u65e0\u6cd5\u5b9e\u7528\u5316\uff0c\u800c\u6307\u671b\u9760\u56fe\u7247\u3001\u89c6\u9891\u8fd9\u7c7b\u65b0\u6a21\u6001\u6570\u636e\u5927\u5e45\u63d0\u5347\u5927\u6a21\u578b\u667a\u529b\u6c34\u5e73\u662f\u4e0d\u592a\u53ef\u80fd\u7684\uff0c\u5c3d\u7ba1\u786e\u5b9e\u80fd\u62d3\u5c55\u66f4\u4e30\u5bcc\u7684\u591a\u6a21\u6001\u5e94\u7528\u573a\u666f\uff0c\u4f46\u8fd9\u7c7b\u6570\u636e\u5f25\u8865\u7684\u66f4\u591a\u662f\u5927\u6a21\u578b\u5bf9\u5916\u5728\u591a\u6a21\u6001\u4e16\u754c\u7684\u611f\u77e5\u80fd\u529b\uff0c\u800c\u4e0d\u662f\u8ba4\u77e5\u80fd\u529b\u3002\u63d0\u5347\u5927\u6a21\u578b\u8ba4\u77e5\u80fd\u529b\u4e3b\u8981\u8fd8\u8981\u9760 LLM \u6587\u672c\u6a21\u578b\uff0c\u800c\u63d0\u5347 LLM \u6a21\u578b\u8ba4\u77e5\u80fd\u529b\u7684\u6838\u5fc3\u53c8\u5728\u590d\u6742\u903b\u8f91\u63a8\u7406\u80fd\u529b\u3002LLM \u7684\u903b\u8f91\u63a8\u7406\u80fd\u529b\u8d8a\u5f3a\uff0c\u5219\u80fd\u89e3\u9501\u66f4\u591a\u590d\u6742\u5e94\u7528\uff0c\u5927\u6a21\u578b\u5e94\u7528\u7684\u5929\u82b1\u677f\u5c31\u8d8a\u9ad8\uff0c\u6240\u4ee5\u4e0d\u9057\u4f59\u529b\u5730\u63d0\u5347\u5927\u6a21\u578b\u5c24\u5176\u662f\u6587\u672c\u6a21\u578b\u7684\u903b\u8f91\u80fd\u529b\u5e94\u8be5\u662f\u6700\u91cd\u8981\u7684\u4e8b\u60c5\uff0c\u6ca1\u6709\u4e4b\u4e00\u3002<\/p>\n<p>\u5982\u679c o1 \u6a21\u578b\u80fd\u529b\u8d8a\u505a\u8d8a\u5f3a\uff0c\u5219\u53ef\u4ee5\u53cd\u54fa GPT 4o \u8fd9\u79cd\u591a\u6a21\u6001\u5927\u4e00\u7edf\u6a21\u578b\uff0c\u53ef\u4ee5\u901a\u8fc7\u76f4\u63a5\u7528 o1 \u57fa\u5ea7\u6a21\u578b\u66ff\u6362 GPT 4o \u7684\u57fa\u5ea7\u3001\u6216\u8005\u5229\u7528 o1 \u6a21\u578b\u751f\u6210\u903b\u8f91\u63a8\u7406\u65b9\u9762\u7684\u5408\u6210\u6570\u636e\u589e\u5f3a GPT 4o\u3001\u518d\u6216\u8005\u7528 o1 \u84b8\u998f GPT 4o \u6a21\u578b\u2026.. \u7b49\u7b49\uff0c\u80fd\u73a9\u7684\u82b1\u6837\u5e94\u8be5\u6709\u5f88\u591a\uff0c\u90fd\u53ef\u4ee5\u76f4\u63a5\u63d0\u5347 GPT 4o \u7684\u590d\u6742\u4efb\u52a1\u89e3\u51b3\u80fd\u529b\uff0c\u4ece\u800c\u89e3\u9501\u66f4\u590d\u6742\u7684\u591a\u6a21\u6001\u5e94\u7528\u573a\u666f\u3002OpenAI \u672a\u6765\u8ba1\u5212\u4e24\u6761\u7ebf\uff0c\u4e00\u6761\u662f o1\uff0c\u4e00\u6761\u662f GPT 4o\uff0c\u5b83\u7684\u5185\u5728\u903b\u8f91\u5927\u6982\u5e94\u8be5\u662f\u8fd9\u6837\u7684\uff0c\u5c31\u662f\u8bf4\u901a\u8fc7 o1 \u589e\u5f3a\u6700\u91cd\u8981\u7684\u57fa\u5ea7\u6a21\u578b\u903b\u8f91\u63a8\u7406\u80fd\u529b\uff0c\u800c\u518d\u628a\u8fd9\u79cd\u80fd\u529b\u8fc1\u79fb\u5230 GPT 4o \u8fd9\u79cd\u591a\u6a21\u6001\u901a\u7528\u6a21\u578b\u4e0a\u3002<\/p>\n<p><strong>OpenAI o1 \u7684\u505a\u6cd5\u672c\u8d28\u4e0a\u662f COT \u7684\u81ea\u52a8\u5316\u3002<\/strong><\/p>\n<p>\u6211\u4eec\u77e5\u9053\uff0c\u901a\u8fc7 COT \u628a\u4e00\u4e2a\u590d\u6742\u95ee\u9898\u62c6\u89e3\u6210\u82e5\u5e72\u7b80\u5355\u6b65\u9aa4\uff0c\u8fd9\u6709\u5229\u4e8e\u5927\u6a21\u578b\u89e3\u51b3\u590d\u6742\u903b\u8f91\u95ee\u9898\uff0c\u4f46\u4e4b\u524d\u4e3b\u8981\u9760\u4eba\u5de5\u5199 COT \u6765\u8fbe\u6210\u3002\u4ece\u7528\u6237\u63d0\u51fa\u7684\u95ee\u9898\u5f62\u6210\u6811\u7684\u6839\u7ed3\u70b9\u51fa\u53d1\uff0c\u6700\u7ec8\u8d70\u5230\u7ed9\u51fa\u6b63\u786e\u7b54\u6848\uff0c\u53ef\u4ee5\u60f3\u50cf\u6210\u7c7b\u4f3c AlphaGo \u4e0b\u68cb\uff0c\u5f62\u6210\u4e86\u5de8\u5927\u7684\u7531 COT \u5177\u4f53\u6b65\u9aa4\u6784\u6210\u7684\u6811\u5f62\u641c\u7d22\u7a7a\u95f4\uff0c\u8fd9\u91cc COT \u7684\u5177\u4f53\u6b65\u9aa4\u7684\u7ec4\u5408\u7a7a\u95f4\u662f\u5de8\u5927\u7684\uff0c\u4eba\u5199\u7684 COT \u672a\u5fc5\u6700\u4f18\u3002\u5982\u679c\u6211\u4eec\u6709\u5927\u91cf\u903b\u8f91\u6570\u636e\uff0c\u662f\u7531 &lt;\u95ee\u9898\uff0c\u660e\u786e\u7684\u6b63\u786e\u7b54\u6848&gt; \u6784\u6210\uff0c\u5219\u901a\u8fc7\u7c7b\u4f3c AlphaGo \u7684 Monte Carlo Tree Search\uff08MCTS\uff09\u641c\u7d22 + \u5f3a\u5316\u5b66\u4e60\uff0c\u786e\u5b9e\u662f\u53ef\u4ee5\u8bad\u7ec3\u5927\u6a21\u578b\u5feb\u901f\u627e\u5230\u901a\u5411\u6b63\u786e\u7b54\u6848\u7684 COT \u8def\u5f84\u7684\u3002<\/p>\n<p>\u800c\u95ee\u9898\u8d8a\u590d\u6742\uff0c\u5219\u8fd9\u4e2a\u6811\u7684\u641c\u7d22\u7a7a\u95f4\u8d8a\u5927\uff0c\u641c\u7d22\u590d\u6742\u5ea6\u8d8a\u9ad8\uff0c\u627e\u5230\u6b63\u786e\u7b54\u6848\u6d89\u53ca\u5230\u7684 COT \u6b65\u9aa4\u8d8a\u591a\uff0c\u5219\u6a21\u578b\u751f\u6210\u7684 COT \u5c31\u8d8a\u590d\u6742\uff0c\u4f53\u73b0\u5728 o1 \u7684\u901f\u5ea6\u8d8a\u6162\uff0c\u751f\u6210\u7684 COT Token \u6570\u8d8a\u591a\u3002\u5f88\u660e\u663e\uff0c\u95ee\u9898\u8d8a\u590d\u6742\uff0co1 \u81ea\u5df1\u751f\u6210\u7684\u9690\u85cf\u7684 COT \u8d8a\u957f\uff0c\u5927\u6a21\u578b\u63a8\u7406\u6210\u672c\u8d8a\u9ad8\uff0c\u4f46\u6548\u679c\u6700\u91cd\u8981\uff0c\u6210\u672c\u5176\u5b9e\u4e0d\u662f\u95ee\u9898\uff0c\u6700\u8fd1\u4e00\u5e74\u5927\u6a21\u578b\u63a8\u7406\u6210\u672c\u964d\u4f4e\u901f\u5ea6\u5947\u5feb\uff0c\u8fd9\u4e2a\u603b\u6709\u529e\u6cd5\u5feb\u901f\u964d\u4e0b\u53bb\u3002<\/p>\n<p><strong>\u4ece\u4e0a\u9762 o1 \u7684\u505a\u6cd5\u53ef\u4ee5\u77e5\u9053 Prompt \u5de5\u7a0b\u4f1a\u9010\u6e10\u6d88\u4ea1\u3002<\/strong><\/p>\n<p>\u4e4b\u524d\u89e3\u51b3\u590d\u6742\u95ee\u9898\uff0c\u9700\u8981\u4eba\u5199\u975e\u5e38\u590d\u6742\u7684 Prompt\uff0c\u800c o1 \u672c\u8d28\u4e0a\u662f COT \u7b49\u590d\u6742 Prompt \u7684\u81ea\u52a8\u5316\uff0c\u6240\u4ee5\u4e4b\u540e\u662f\u4e0d\u592a\u9700\u8981\u7528\u6237\u81ea\u5df1\u6784\u9020\u590d\u6742 Prompt \u7684\u3002\u672c\u6765\u8ba9\u7528\u6237\u5199\u590d\u6742 Prompt \u5c31\u662f\u4e0d\u4eba\u6027\u5316\u7684\uff0c\u6240\u6709\u590d\u6742\u4eba\u5de5\u73af\u8282\u7684\u81ea\u52a8\u5316\uff0c\u8fd9\u80af\u5b9a\u662f\u5927\u52bf\u6240\u8d8b\u3002<\/p>\n<p><strong>Agent \u5c5e\u4e8e\u6982\u5ff5\u706b\u4f46\u65e0\u6cd5\u5b9e\u7528\u5316\u7684\u65b9\u5411<\/strong>\uff0c\u4e3b\u8981\u539f\u56e0\u5c31\u5728\u4e8e\u57fa\u5ea7\u6a21\u578b\u7684\u590d\u6742\u63a8\u7406\u80fd\u529b\u4e0d\u591f\u5f3a\u3002\u5982\u679c\u901a\u8fc7\u57fa\u5ea7\u6a21\u578b Plan \u628a\u4e00\u4e2a\u590d\u6742\u4efb\u52a1\u5206\u89e3\u4e3a 10 \u4e2a\u6b65\u9aa4\uff0c\u54ea\u6015\u5355\u4e2a\u6b65\u9aa4\u7684\u6b63\u786e\u7387\u9ad8\u8fbe 95%\uff0c\u8981\u60f3\u6700\u540e\u628a\u4efb\u52a1\u505a\u5bf9\uff0c10 \u4e2a\u73af\u8282\u7684\u51c6\u786e\u7387\u8fde\u4e58\u4e0b\u6765\uff0c\u6700\u7ec8\u7684\u6b63\u786e\u7387\u53ea\u6709 59%\uff0c\u60e8\u4e0d\u5fcd\u7779\u3002\u90a3\u6709\u4e86 o1 \u662f\u4e0d\u662f\u8fd9\u4e2a\u65b9\u5411\u5c31\u524d\u9014\u5766\u8361\uff1f\u4e5f\u662f\u4e5f\u4e0d\u662f\uff0co1 \u7684 Model Card \u4e13\u95e8\u6d4b\u8bd5\u4e86 Agent \u4efb\u52a1\uff0c\u5bf9\u4e8e\u7b80\u5355\u548c\u4e2d\u7b49\u96be\u5ea6\u7684 Agent \u4efb\u52a1\u6709\u660e\u663e\u63d0\u5347\uff0c\u4f46\u662f\u590d\u6742\u7684\u3001\u73af\u8282\u591a\u7684\u4efb\u52a1\u51c6\u786e\u7387\u8fd8\u662f\u4e0d\u592a\u9ad8\u3002\u5c31\u662f\u8bf4\uff0c\u4e0d\u662f\u8bf4\u6709\u4e86 o1 Agent \u5c31\u73b0\u72b6\u5149\u660e\uff0c\u4f46\u662f\u5f88\u660e\u663e o1 \u8fd9\u79cd\u901a\u8fc7 Self Play \u589e\u5f3a\u903b\u8f91\u63a8\u7406\u80fd\u529b\u7684\u65b9\u5411\u5e94\u8be5\u8fd8\u6709\u5f88\u5927\u7684\u53d1\u5c55\u6f5c\u529b\uff0c\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u8bb2\u8bf4 Agent \u672a\u6765\u524d\u9014\u5149\u660e\u95ee\u9898\u5e94\u8be5\u4e0d\u5927\u3002<\/p>\n<p>OpenAI \u5f88\u591a\u65f6\u5019\u8d77\u5230\u4e00\u4e2a\u884c\u4e1a\u6307\u8def\u660e\u706f\u7684\u4f5c\u7528\uff0c\u5f80\u5f80\u662f\u7b2c\u4e00\u4e2a\u8bc1\u660e\u67d0\u4e2a\u65b9\u5411\u662f\u884c\u5f97\u901a\u7684\uff08\u6bd4\u5982 ChatGPT\u3001GPT 4\u3001Sora\u3001GPT 4o \u5305\u62ec\u8fd9\u6b21\u7684 o1\uff09\uff0c\u7136\u540e\u5176\u4ed6\u4eba\u5f00\u59cb\u75af\u72c2\u5f80\u8fd9\u4e2a\u65b9\u5411\u5377\uff0c\u5230\u540e\u6765\u751a\u81f3\u5377\u7684\u901f\u5ea6\u592a\u5feb\u628a OpenAI \u90fd\u7529\u5230\u540e\u9762\u5403\u5c3e\u6c14\u3002\u5178\u578b\u4f8b\u5b50\u5c31\u662f Sora\uff0c\u5982\u679c OpenAI \u4e0d\u662f\u51fa\u4e8e\u963b\u51fb\u7ade\u4e89\u5bf9\u624b\u79c0\u4e00\u4e0b\u808c\u8089\uff0c\u5927\u5bb6\u90fd\u6ca1\u6709\u610f\u8bc6\u5230\u539f\u6765\u8fd9\u4e2a\u65b9\u5411\u662f\u53ef\u4ee5\u8d70\u8fd9\u4e48\u8fdc\u7684\uff0c\u4f46\u5f53\u610f\u8bc6\u5230\u8fd9\u4e00\u70b9\u540e\uff0c\u53ea\u8981\u4f60\u4e13\u4e00\u5730\u5377\u4e00\u4e2a\u65b9\u5411\uff0c\u65b9\u5411\u660e\u786e\u4e14\u8d44\u6e90\u805a\u7126\uff0c\u662f\u53ef\u80fd\u8d76\u8d85 OpenAI \u7684\uff0c\u76ee\u524d\u56fd\u5185\u5916\u5404\u79cd\u89c6\u9891\u751f\u6210\u6a21\u578b\u6709\u4e9b\u751a\u81f3\u53ef\u80fd\u5df2\u7ecf\u6bd4 Sora \u597d\u4e86\uff0cSora \u81f3\u4eca\u4ecd\u7136\u662f\u671f\u8d27\u72b6\u6001\uff0c\u4e3b\u8981 OpenAI \u60f3\u505a\u7684\u65b9\u5411\u592a\u591a\uff0c\u8d44\u6e90\u5206\u6563\u5bfc\u81f4\u5206\u5230\u5177\u4f53\u4e00\u4e2a\u65b9\u5411\u7684\u8d44\u6e90\u4e0d\u591f\u7528\uff0c\u6240\u4ee5\u8d8a\u5f80\u540e\u53d1\u5c55\u671f\u8d27\u72b6\u6001\u7684\u65b9\u5411\u8d8a\u591a\uff0c\u4e5f\u8ba9\u4eba\u89c9\u5f97\u5c3d\u663e\u75b2\u6001\u3002<\/p>\n<p>OpenAI o1 \u7b49\u4e8e\u7ed9\u5927\u5bb6\u53c8\u6307\u51fa\u4e86\u4e00\u4e2a\u524d\u666f\u5149\u660e\u7684\u65b9\u5411\uff0c\u4f30\u8ba1\u540e\u9762\u5927\u5bb6\u53c8\u5f00\u59cb\u90fd\u5f80\u8fd9\u4e2a\u65b9\u5411\u5377\u3002\u6211\u89c9\u5f97\u5377\u8fd9\u4e2a\u65b9\u5411\u6bd4\u53bb\u5377 GPT 4o \u548c\u89c6\u9891\u751f\u6210\u8981\u597d\uff0c\u867d\u7136\u5177\u4f53\u600e\u4e48\u505a\u7684\u90fd\u4e0d\u77e5\u9053\uff0c\u4f46\u662f\u5927\u65b9\u5411\u6e05\u695a\u4e14\u6548\u679c\u57fa\u672c\u5f97\u5230\u8bc1\u660e\uff0c\u8fc7\u534a\u5e74\u80af\u5b9a\u5934\u90e8\u51e0\u5bb6\u90fd\u80fd\u6478\u6e05\u5177\u4f53\u6280\u672f\u8ffd\u4e0a\u6765\uff0c\u5e0c\u671b\u80fd\u518d\u6b21\u8ba9 OpenAI \u5403\u5c3e\u6c14\u3002\u800c\u4e14\u8fd9\u4e2a\u65b9\u5411\u770b\u4e0a\u53bb\u8d44\u6e90\u8017\u8d39\u5e94\u8be5\u4e0d\u4f1a\u7279\u522b\u5927\uff0c\u504f\u5411\u7b97\u6cd5\u548c\u6570\u636e\u4e00\u4e9b\uff0c\u6570\u636e\u91cf\u89c4\u6a21\u4f30\u8ba1\u4e0d\u4f1a\u7279\u522b\u5de8\u5927\uff0c\u5377\u8d77\u6765\u8c8c\u4f3c\u6210\u672c\u4f4e\u4e00\u4e9b\u3002\u8fd9\u662f\u4e2a\u5377\u7684\u597d\u65b9\u5411\u3002<\/p>\n<p><strong>\u4e8c\u3001\u9884\u8bad\u7ec3 Scaling Law \u7684\u6765\u6e90\u53ca O1 \u63d0\u5230\u7684 RL Scaling law<\/strong><\/p>\n<p>\u7c97\u5206\u7684\u8bdd\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u6700\u57fa\u7840\u7684\u80fd\u529b\u6709\u4e09\u79cd\uff1a\u8bed\u8a00\u7406\u89e3\u548c\u8868\u8fbe\u80fd\u529b\u3001\u4e16\u754c\u77e5\u8bc6\u5b58\u50a8\u548c\u67e5\u8be2\u80fd\u529b\u4ee5\u53ca\u903b\u8f91\u63a8\u7406\u80fd\u529b\uff08\u5305\u62ec\u6570\u5b66\u3001Coding\u3001\u63a8\u7406\u7b49\u7406\u79d1\u80fd\u529b\uff0c\u8fd9\u91cc Coding \u6709\u4e00\u5b9a\u7684\u7279\u6b8a\u6027\uff0c\u662f\u8bed\u8a00\u80fd\u529b\u548c\u903b\u8f91\u63ba\u6742\u5728\u4e00\u8d77\u7684\u6df7\u5408\u80fd\u529b\uff0cCoding \u4ece\u8bed\u8a00\u89d2\u5ea6\u53ef\u4ee5\u770b\u6210\u4e00\u79cd\u53d7\u9650\u7684\u81ea\u7136\u8bed\u8a00\uff0c\u4f46\u662f\u6df7\u6742\u7740\u590d\u6742\u7684\u5185\u5728\u903b\u8f91\u95ee\u9898\u3002\u4ece\u8bed\u8a00\u89d2\u5ea6\u770b\uff0cCoding \u8c8c\u4f3c\u662f\u5bb9\u6613\u89e3\u51b3\u7684\uff0c\u4ece\u903b\u8f91\u89d2\u5ea6\u770b\u53c8\u76f8\u5bf9\u96be\u89e3\u51b3\u3002\u603b\u4e4b\uff0cCoding \u76ee\u524d\u770b\u662f\u9664\u4e86\u8bed\u8a00\u7406\u89e3\u5916\uff0c\u5927\u6a21\u578b\u505a\u5f97\u6700\u597d\u7684\u65b9\u5411\uff09\u3002<\/p>\n<p>\u8bed\u8a00\u7406\u89e3\u548c\u8868\u8fbe\u662f LLM \u6700\u5f3a\u7684\u80fd\u529b\uff0c\u521d\u7248 ChatGPT 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\u7684\u51cf\u7f13\u73b0\u8c61\u3002<\/p>\n<p>\u4e3a\u5565\u903b\u8f91\u63a8\u7406\u80fd\u529b\u6700\u96be\u63d0\u5347\uff1f\u56e0\u4e3a\u80fd\u4f53\u73b0\u8fd9\u65b9\u9762\u7684\u81ea\u7136\u6570\u636e\uff08\u4ee3\u7801\u3001\u6570\u5b66\u9898\u3001\u7269\u7406\u9898\u3001\u79d1\u5b66\u8bba\u6587\u7b49\uff09\u5728\u8bad\u7ec3\u6570\u636e\u4e2d\u6bd4\u4f8b\u592a\u4f4e\uff0c\u81ea\u7136\u5927\u6a21\u578b\u5c31\u5b66\u4e0d\u597d\uff0c\u5c3d\u7ba1\u901a\u8fc7\u4e0d\u65ad\u589e\u52a0\u6570\u636e\uff0c\u80fd\u589e\u52a0\u903b\u8f91\u63a8\u7406\u65b9\u9762\u6570\u636e\u7684\u7edd\u5bf9\u6570\u91cf\uff0c\u4f46\u56e0\u4e3a\u5360\u6bd4\u592a\u5c11\uff0c\u8fd9\u65b9\u9762\u63d0\u5347\u7684\u6548\u679c\u548c\u589e\u52a0\u7684\u603b\u4f53\u6570\u636e\u89c4\u6a21\u5c31\u4e0d\u6210\u6bd4\u4f8b\uff0c\u6548\u679c\u4e5f\u4e0d\u4f1a\u592a\u660e\u663e\uff0c\u5c31\u4f53\u73b0\u5728\u903b\u8f91\u63a8\u7406\u80fd\u529b Scaling law \u770b\u4e0a\u53bb\u7684\u653e\u7f13\u3002\u8fd9\u662f\u5f88\u81ea\u7136\u7684\u3002\u8fd9\u4e5f\u662f\u4e3a\u4f55\u73b0\u5728\u4e3a\u4e86\u63d0\u9ad8\u6a21\u578b\u903b\u8f91\u80fd\u529b\uff0c\u5f80\u5f80\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\u548c Post-training \u9636\u6bb5\uff0c\u5927\u5e45\u589e\u52a0\u903b\u8f91\u63a8\u7406\u6570\u636e\u5360\u6bd4\u7684\u539f\u56e0\uff0c\u4e14\u662f\u6709\u6210\u6548\u7684\u3002<\/p>\n<p>\u6240\u4ee5\u76ee\u524d\u5927\u6a21\u578b\u7684\u6838\u5fc3\u80fd\u529b\u63d0\u5347\uff0c\u805a\u7126\u5230\u4e0d\u65ad\u901a\u8fc7\u5408\u6210\u6570\u636e\u7b49\u65b9\u5f0f\u6784\u9020\u66f4\u591a\u6bd4\u4f8b\u7684\u903b\u8f91\u63a8\u7406\u6570\u636e\u4e0a\u6765\u3002\u4f46\u662f\u5927\u90e8\u5206\u903b\u8f91\u63a8\u7406\u6570\u636e\u7684\u5f62\u5f0f\u662f &lt; \u95ee\u9898\uff0c\u6b63\u786e\u7b54\u6848 &gt;\uff0c\u7f3a\u4e86\u4e2d\u95f4\u7684\u8be6\u7ec6\u63a8\u7406\u6b65\u9aa4\uff0c\u800c o1 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