{"id":39090,"date":"2025-03-01T09:01:51","date_gmt":"2025-03-01T01:01:51","guid":{"rendered":"https:\/\/17aitech.com\/?p=39090"},"modified":"2025-03-01T09:01:51","modified_gmt":"2025-03-01T01:01:51","slug":"deepseek-r1-%e6%9c%80%e6%96%b0%e5%8f%91%e5%b8%83%ef%bc%8c%e5%89%91%e6%8c%87-openai-o1","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39090","title":{"rendered":"DeepSeek-R1 \u6700\u65b0\u53d1\u5e03\uff0c\u5251\u6307 OpenAI o1"},"content":{"rendered":"<p>\u6628\u65e5 1 \u670820 \u53f7\uff0cDeepSeek \u56e2\u961f\u63a8\u51fa\u4e86\u5168\u65b0\u5f00\u6e90\u6a21\u578b DeepSeek-R1\uff0c\u4e00\u591c\u4e4b\u95f4\u6a21\u578b\u5c31\u5728 Github \u4e0a\u6536\u83b7\u4e86 4k+star\uff0c\u5f15\u7206\u5927\u6a21\u578b\u9886\u57df\u3002<\/p>\n<p>\u800c\u8fd9\u6b21\u7684 R1 \u6a21\u578b\u4e00\u51fa\uff0c\u4e0d\u4ec5\u53cd\u9a73\u4e86\u4e4b\u524d\u84b8\u998f OpenAI o1 \u7684\u8bf4\u6cd5\uff0c\u5b98\u65b9\u66f4\u662f\u76f4\u63a5\u4e0b\u573a\u8868\u793a\uff1a<strong>\u201c\u6211\u4eec\u53ef\u4ee5\u548c\u5f00\u6e90\u7248\u7684 o1 \u6253\u6210\u5e73\u624b\u201d\u3002<\/strong><\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-451c1b11fa1a936e0e899ae761d4ff10.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-451c1b11fa1a936e0e899ae761d4ff10.png\"><\/a><\/p>\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c R1 \u7a81\u7834\u4e86\u4ee5\u5f80\u7684\u6a21\u578b\u8bad\u7ec3\u5f62\u5f0f\uff0c\u5b8c\u5168\u6ca1\u6709\u4f7f\u7528\u4efb\u4f55 SFT \u6570\u636e\uff0c\u4ec5\u901a\u8fc7\u7eaf\u7cb9\u7684 RL \u6765\u8bad\u7ec3\u6a21\u578b\uff0c\u8fd9\u4e00\u70b9\u8bf4\u660e R1 \u5df2\u7ecf\u5b66\u4f1a\u4e86\u81ea\u5df1\u601d\u8003\u95ee\u9898\u2014\u2014\u8fd9\u5b9e\u5219\u66f4\u7b26\u5408\u4eba\u7c7b\u7684\u601d\u7ef4\u89c4\u5219\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1267830f5c1f069d9c8de65dff842add.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1267830f5c1f069d9c8de65dff842add.png\"><\/a><\/p>\n<p>\u66f4\u6709\u7f51\u53cb\u79f0\u5176\u4e3a\u201c\u5f00\u6e90\u7684 LLM \u754c AlphaGo\u201d\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-17500d2a8cf123dd854cb5ad41940d27.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-17500d2a8cf123dd854cb5ad41940d27.png\"><\/a><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/17aitech.com\/?p=39090\/#OpenAI%EF%BC%8C%E4%BD%A0%E7%9A%84%E2%80%9C%E5%BC%BA%E2%80%9D%E6%9D%A5%E4%BA%86\" >OpenAI\uff0c\u4f60\u7684\u201c\u5f3a\u201d\u6765\u4e86<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=39090\/#%E4%B8%89%E7%82%B9%E6%A0%B8%E5%BF%83%E6%8A%80%E6%9C%AF%EF%BC%8C%E5%89%91%E6%8C%87_o1\" >\u4e09\u70b9\u6838\u5fc3\u6280\u672f\uff0c\u5251\u6307 o1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=39090\/#One_more_thing\" >One more thing<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"OpenAI%EF%BC%8C%E4%BD%A0%E7%9A%84%E2%80%9C%E5%BC%BA%E2%80%9D%E6%9D%A5%E4%BA%86\"><\/span>OpenAI\uff0c\u4f60\u7684\u201c\u5f3a\u201d\u6765\u4e86<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u53eb\u677f o1\uff0cDeepseek \u7684\u81ea\u4fe1\u5e76\u4e0d\u662f\u7a7a\u7a74\u6765\u98ce\u3002<\/p>\n<p>\u5148\u662f\u5728\u5728\u540e\u8bad\u7ec3\u9636\u6bb5\u51ed\u501f\u51ed\u501f\u6709\u9650\u7684\u6570\u636e\u76f4\u63a5\u5728\u6a21\u578b\u63a8\u7406\u80fd\u529b\u65b9\u9762\u628a o1 \u7529\u4e86\u51e0\u6761\u8857\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-0dc23e3df1b9465b68ee91138ad18c4e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-0dc23e3df1b9465b68ee91138ad18c4e.png\"><\/a><\/p>\n<p>\u5e76\u4e14\u5728\u6570\u5b66\u3001\u4ee3\u7801\u3001\u81ea\u7136\u8bed\u8a00\u63a8\u7406\u4e0a\u66f4\u662f\u548c o1 \u6b63\u5f0f\u7248\u4e0d\u76f8\u4e0a\u4e0b\uff0c\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5c55\u73b0\u4e86\u5353\u8d8a\u7684\u6027\u80fd\u3002<\/p>\n<p>\u4f8b\u5982 DeepSeek &#8211; R1 \u5728 AIME 2024 \u6570\u5b66\u7ade\u8d5b\u4e2d\uff0c\u53d6\u5f97\u4e8679.8%\u7684\u6210\u7ee9\uff0c\u7565\u9ad8\u4e8e OpenAI \u7684 o1-1217\u3002\u5728 MATH-500 \u6d4b\u8bd5\u4e2d\uff0cDeepSeek-R1 \u66f4\u662f\u8fbe\u5230\u4e86 97.3% \u7684\u9ad8\u5206\uff0c\u4e0e OpenAI-o1-1217 \u76f8\u5f53\uff0c\u540c\u65f6\u663e\u8457\u4f18\u4e8e\u5176\u4ed6\u6a21\u578b\u3002<\/p>\n<p>\u5728\u7f16\u7a0b\u7ade\u8d5b\u65b9\u9762\uff0cDeepSeek-R1 \u8868\u73b0\u51fa\u4e86\u4e13\u5bb6\u7ea7\u6c34\u5e73\uff0c\u5176\u5728 Codeforces \u4e0a\u7684 Elo \u8bc4\u7ea7\u8fbe\u5230\u4e86 2029\uff0c\u8d85\u8fc7\u4e86 96.3% \u7684\u4eba\u7c7b\u53c2\u8d5b\u8005\u3002\u6b64\u5916\uff0c\u5728\u5de5\u7a0b\u76f8\u5173\u4efb\u52a1\u4e2d\uff0cDeepSeek-R1 \u7684\u8868\u73b0\u4e5f\u7565\u80dc OpenAI-o1-1217 \u4e00\u7b79\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-bf9b2c4f2e22869be9915779fee537d9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-bf9b2c4f2e22869be9915779fee537d9.png\"><\/a><\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u56e2\u961f\u8fd8 R1 \u84b8\u998f\u51fa\u4e86 6 \u4e2a\u5c0f\u6a21\u578b\u5f00\u6e90\u7ed9\u793e\u533a\uff0c\u53c2\u6570\u4ece\u5c0f\u5230\u5927\u5206\u522b\u4e3a 1.5B\u30017B\u30018B\u300114B\u300132B \u4ee5\u53ca 70B\u3002\u5176\u4e2d\u84b8\u998f\u8fc7\u7684 R1 32B \u548c 70B \u6a21\u578b\u5728\u6027\u80fd\u65b9\u9762\u4e0d\u4ec5\u8d85\u8fc7\u4e86 GPT-4o\u3001Claude 3.5 Sonnet \u548c QwQ-32B\uff0c\u751a\u81f3\u6bd4\u80a9 o1-mini \u7684\u6548\u679c\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-740e5234dd56efc71892de72f2976b08.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-740e5234dd56efc71892de72f2976b08.png\"><\/a><\/p>\n<p>\u5982\u679c\u4f60\u4ecd\u672a\u771f\u5207\u9886\u7565\u5230\u5b83\u7684\u5f3a\u5927\uff0c\u90a3\u4e48\u8bf7\u6ce8\u610f\uff1a\u5b83\u53ea\u9700\u4ed8\u51fa o1 \u4e94\u5341\u5206\u4e4b\u4e00\u7684\u6210\u672c\uff0c\u5374\u80fd\u6536\u83b7 o1 \u767e\u5206\u4e4b\u767e\u7684\u6548\u80fd\u3002<\/p>\n<p><strong>\u5178\u578b\u7684\u82b1\u5c0f\u94b1\uff0c\u529e\u5927\u4e8b\u3002<\/strong><\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-47b8039cb55b36d44c660e5d8de057f2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-47b8039cb55b36d44c660e5d8de057f2.png\"><\/a><\/p>\n<p>\u9664\u4e86 R1 \u5728\u51e0\u4e4e\u6240\u6709\u7684\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u6027\u80fd\u90fd\u4f18\u4e8e o1 \u7684\u786c\u5b9e\u529b\uff0c\u518d\u5176\u53d1\u5e03\u5373\u5f00\u6e90\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u548c\u4f18\u5316\u5de5\u5177\uff0c\u8ba9\u4e0d\u5c11\u7f51\u53cb\u76f4\u547c\uff1a\u8fd9\u624d\u662f\u771f\u6b63\u7684 Open AI\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%B8%89%E7%82%B9%E6%A0%B8%E5%BF%83%E6%8A%80%E6%9C%AF%EF%BC%8C%E5%89%91%E6%8C%87_o1\"><\/span>\u4e09\u70b9\u6838\u5fc3\u6280\u672f\uff0c\u5251\u6307 o1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>R1 \u53d1\u5e03\u540e\uff0c\u56fd\u5185\u5916\u5927\u6a21\u578b\u4ece\u4e1a\u8005\u7eb7\u7eb7\u56f4\u89c2\u3001\u5e76\u4ea4\u6d41\u70b9\u8bc4\u3002<\/p>\n<p>\u6df1\u5ea6\u8d4b\u667a CEO \u5434\u627f\u9716\u5411 \u96f7\u5cf0\u7f51<span style=\"color:#FD5D3C\">(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span>AI \u79d1\u6280\u8bc4\u8bba\u8bc4\u4ef7\uff1a DeepSeek R1 \u786e\u5b9e\u5389\u5bb3\uff0c\u4f46\u65b9\u6cd5\u975e\u5e38\u7b80\u5355\uff0c\u6838\u5fc3\u5176\u5b9e\u5c31\u4e09\u70b9\u3002<\/p>\n<p>Self play\u3001Grpo \u4ee5\u53ca Cold start\u3002<\/p>\n<p>DeepSeek \u56e2\u961f\u8fd9\u6b21\u5f00\u6e90\u7684 R1 \u6a21\u578b\u5171\u6709\u4e24\u4e2a\u7248\u672c\uff0c\u5206\u522b\u662f DeepSeek-R1-Zero \u548c DeepSeek-R1\uff0c\u53c2\u6570\u90fd\u662f 660B \u4e14\u529f\u80fd\u5404\u6709\u5343\u79cb\u3002<\/p>\n<p>\u5148\u8bf4 DeepSeek-R1-Zero\uff0c\u8fd9\u4e2a\u6a21\u578b\u5b8c\u5168\u6ca1\u6709\u4f7f\u7528\u4efb\u4f55 SFT \u6570\u636e\uff0c\u4ec5\u901a\u8fc7\u7eaf\u7cb9\u7684 RL \u6765\u8bad\u7ec3\u6a21\u578b\uff0c\u7a81\u7834\u4e86\u4ee5\u5f80\u6a21\u578b\u5728\u63d0\u5347\u63a8\u7406\u80fd\u529b\u65f6\u5e38\u4f9d\u8d56\u4e8e SFT \u4f5c\u4e3a\u9884\u8bad\u7ec3\u6b65\u9aa4\u7684\u5f62\u5f0f\u3002\u8fd9\u662f\u5927\u6a21\u578b\u8bad\u7ec3\u4e2d\u9996\u6b21\u8df3\u8fc7\u76d1\u7763\u5fae\u8c03\uff0c\u662f\u6b64\u6b21DeepSeek\u7684\u6838\u5fc3\u521b\u65b0\u3002<\/p>\n<p>\u901a\u4fd7\u4e00\u70b9\u8bb2\uff0c\u5c31\u662f\u6211\u4eec\u4e0d\u76f4\u63a5\u544a\u8bc9\u6a21\u578b\u201c\u5e94\u8be5\u5982\u4f55\u89e3\u9898\u201d\uff0c\u800c\u662f\u8ba9\u5b83\u901a\u8fc7\u81ea\u4e3b\u8bd5\u9519\u5e76\u4ece\u4e2d\u5b66\u4e60\u6b63\u786e\u7684\u65b9\u6cd5\uff0c\u5373 Self play\u3002\u8fd9\u5c31\u50cf\u4e0d\u8ba9\u5b69\u5b50\u6b7b\u8bb0\u786c\u80cc\u516c\u5f0f\uff0c\u800c\u662f\u76f4\u63a5\u63d0\u4f9b\u9898\u76ee\u548c\u8bc4\u5206\u6807\u51c6\uff0c\u8ba9\u4ed6\u4eec\u5728\u5b9e\u8df5\u4e2d\u81ea\u884c\u6478\u7d22\u89e3\u6cd5\u3002\u8fd9\u6837\u7684\u65b9\u5f0f\u4e0d\u4ec5\u80fd\u6fc0\u53d1\u6a21\u578b\u7684\u81ea\u4e3b\u5b66\u4e60\u80fd\u529b\uff0c\u8fd8\u53ef\u80fd\u5728\u63a2\u7d22\u8fc7\u7a0b\u4e2d\u53d1\u73b0\u66f4\u5177\u521b\u65b0\u6027\u7684\u601d\u8def\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-de7ef493afebfd9303d81fd3c310bc38.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-de7ef493afebfd9303d81fd3c310bc38.png\"><\/a><\/p>\n<p>\u4f46\u662fDeepSeek-R1-Zero\u8fd9\u4e2a\u5b69\u5b50\u4e00\u76f4\u505a\u8bd5\u9519\u7ec3\u4e60\u7684\u8bdd\uff0c\u5c31\u4f1a\u6709\u53ef\u8bfb\u6027\u5dee\u548c\u8bed\u8a00\u6df7\u5408\u95ee\u9898\u3002\u4e8e\u662f\u56e2\u961f\u7814\u53d1\u63a8\u51fa\u4e86 DeepSeek-R1\uff0c\u8fd9\u4e2a\u6a21\u578b\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5f15\u5165\u4e86\u5c11\u91cf\u7684\u51b7\u542f\u52a8\u6570\u636e\uff0c\u5373cold-start data\uff0c\u5e76\u901a\u8fc7\u591a\u9636\u6bb5 RL \u4f18\u5316\u6a21\u578b\uff0c\u5728\u4ec5\u6709\u6781\u5c11\u6807\u6ce8\u6570\u636e\u7684\u60c5\u51b5\u4e0b\uff0c\u6781\u5927\u63d0\u5347\u4e86\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u3002<\/p>\n<p>\u5177\u4f53\u6765\u8bf4\uff0c\u51b7\u542f\u52a8\u6570\u636e\u5305\u542b\u6570\u5343\u6761\u9ad8\u8d28\u91cf\u7684\u957f\u601d\u7ef4\u94fe\uff08CoT\uff09\u793a\u4f8b\uff0c\u901a\u8fc7\u4eba\u5de5\u6807\u6ce8\u548c\u683c\u5f0f\u8fc7\u6ee4\uff08\u5982\u4f7f\u7528\u548c<\/p>\n<summary>\u6807\u7b7e\uff09\uff0c\u5f3a\u5236\u6a21\u578b\u751f\u6210\u7ed3\u6784\u6e05\u6670\u3001\u8bed\u8a00\u4e00\u81f4\u7684\u5185\u5bb9\u3002\u5176\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\uff1a<\/summary>\n<\/p>\n<p>1\u3001\u7a33\u5b9a\u6027\uff1a\u4e3a\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u8bad\u7ec3\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u521d\u59cb\u7b56\u7565\uff0c\u6709\u6548\u907f\u514d\u65e9\u671f\u63a2\u7d22\u9636\u6bb5\u8f93\u51fa\u7684\u6df7\u4e71\u65e0\u5e8f\uff0c\u786e\u4fdd\u8bad\u7ec3\u8fc7\u7a0b\u5e73\u7a33\u8d77\u6b65\u3002<\/p>\n<p>2\u3001\u53ef\u8bfb\u6027\uff1a\u501f\u52a9\u6a21\u677f\u5316\u8f93\u51fa\uff08\u5982\u603b\u7ed3\u6a21\u5757\uff09\uff0c\u663e\u8457\u63d0\u5347\u751f\u6210\u5185\u5bb9\u7684\u7528\u6237\u53cb\u597d\u6027\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u66f4\u76f4\u89c2\u5730\u7406\u89e3\u548c\u63a5\u53d7\u8f93\u51fa\u7ed3\u679c\u3002<\/p>\n<p>3\u3001\u52a0\u901f\u6536\u655b\uff1a\u6709\u6548\u51cf\u5c11\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u6240\u9700\u7684\u6b65\u6570\uff0c\u663e\u8457\u63d0\u5347\u8bad\u7ec3\u6548\u7387\uff0c\u52a0\u5feb\u6a21\u578b\u6536\u655b\u901f\u5ea6\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-9ee9b89c17484afd23f852b588415843.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-9ee9b89c17484afd23f852b588415843.png\"><\/a><\/p>\n<p>\u8fd9\u4e48\u8bf4\u5427\uff0c\u867d\u7136\u5b69\u5b50\u505a\u9519\u9898\u96c6\u53ef\u4ee5\u6709\u6548\u63d0\u9ad8\u5206\u6570\uff0c\u4f46\u662f\u4ed6\u7684\u7b54\u6848\u53ef\u80fd\u5199\u5f97\u4e71\u4e03\u516b\u7cdf\u3002\u901a\u8fc7\u5148\u6559\u6a21\u578b\u5982\u4f55\u89c4\u8303\u5730\u5199\u6b65\u9aa4\u548c\u603b\u7ed3\uff0c\u518d\u8ba9\u5b83\u81ea\u7531\u53d1\u6325\uff0c\u6700\u7ec8\u7b54\u6848\u65e2\u6b63\u786e\u53c8\u5bb9\u6613\u770b\u61c2\u3002<\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0cDeepSeek-R1 Zero\u8fd8\u521b\u65b0\u4e86\u4e00\u79cd\u5f88\u5389\u5bb3\u7684\u7b97\u6cd5 GRPO\uff0c\u901a\u8fc7\u91c7\u6837\u4e00\u7ec4\u8f93\u51fa\u5e76\u8ba1\u7b97\u5956\u52b1\u7684\u5747\u503c\u548c\u6807\u51c6\u5dee\u6765\u751f\u6210\u4f18\u52bf\u51fd\u6570\uff0c\u4ece\u800c\u4f18\u5316\u7b56\u7565\u3002\u8fd9\u79cd\u65b9\u6cd5\u907f\u514d\u4e86\u4f20\u7edf PPO \u4e2d\u9700\u8981\u989d\u5916\u8bad\u7ec3\u4ef7\u503c\u6a21\u578b\u7684\u9ad8\u6210\u672c\uff0c\u8ba9\u6a21\u578b\u80fd\u591f\u81ea\u4e3b\u63a2\u7d22\u590d\u6742\u7684\u63a8\u7406\u884c\u4e3a\uff0c\u6bd4\u5982\u957f\u601d\u7ef4\u94fe\u3001\u81ea\u6211\u9a8c\u8bc1\u548c\u53cd\u601d\u3002<\/p>\n<p>\u8fd9\u79cd\u7eaf\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u65b9\u5f0f\u5728\u6570\u5b66\uff08AIME 2024 \u7684 Pass@1 \u4ece 15.6% \u63d0\u5347\u81f3 71.0%\uff09\u548c\u4ee3\u7801\u4efb\u52a1\u4e2d\u53d6\u5f97\u4e86\u663e\u8457\u63d0\u5347\u3002\u7b80\u5355\u6765\u8bf4\uff0c\u5c31\u50cf\u8ba9\u673a\u5668\u4eba\u901a\u8fc7\u201c\u8bd5\u9519\u201d\u5b66\u4e60\u89e3\u9898\uff0c\u800c\u4e0d\u662f\u4f9d\u8d56\u4f8b\u9898\uff0c\u6700\u7ec8\u8ba9\u5b83\u5b66\u4f1a\u4e86\u590d\u6742\u7684\u89e3\u9898\u6b65\u9aa4\uff0c\u8868\u73b0\u975e\u5e38\u51fa\u8272\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-b6685967d95db61fd6896993ab6e0673.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-b6685967d95db61fd6896993ab6e0673.png\"><\/a><\/p>\n<p>\u6700\u540e\uff0c\u56e2\u961f\u8fd8\u5206\u4eab\u4e86\u4ed6\u4eec\u5728\u5b9e\u9a8c\u4e2d\u9047\u5230\u7684\u5f88\u591a\u5931\u8d25\u5c1d\u8bd5\uff0c\u5e76\u8868\u793a\u867d\u7136\u5728\u8fc7\u7a0b\u5956\u52b1\u6a21\u578b\u4ee5\u53ca\u8499\u7279\u5361\u6d1b\u6811\u641c\u7d22\u7b97\u6cd5\u4e0a\u56e2\u961f\u90fd\u6ca1\u6709\u53d6\u5f97\u7814\u7a76\u8fdb\u5c55\uff0c\u4f46\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u8fd9\u4e9b\u65b9\u6cd5\u65e0\u6cd5\u5f00\u53d1\u51fa\u6709\u6548\u7684\u63a8\u7406\u6a21\u578b\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-085ff45e8748a7db9afc0bd030a88046.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-085ff45e8748a7db9afc0bd030a88046.png\"><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"One_more_thing\"><\/span>One more thing<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c R1 \u5728\u8bad\u7ec3\u65f6\u751a\u81f3\u8fd8\u51fa\u73b0\u4e86\u201c\u987f\u609f\u65f6\u523b\u201d\uff0c\u5c31\u50cf\u6211\u4eec\u5728\u89e3\u96be\u9898\u65f6\u7a81\u7136\u201c\u7075\u5149\u4e00\u95ea\u201d\uff0c\u6a21\u578b\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e5f\u81ea\u53d1\u5730\u5b66\u4f1a\u4e86\u201c\u56de\u5934\u68c0\u67e5\u6b65\u9aa4\u201d\u3002\u8fd9\u79cd\u80fd\u529b\u5e76\u975e\u7a0b\u5e8f\u5458\u76f4\u63a5\u6559\u6388\uff0c\u800c\u662f\u5728\u7b97\u6cd5\u901a\u8fc7\u5956\u52b1\u6b63\u786e\u7b54\u6848\u7684\u673a\u5236\u4e0b\uff0c\u81ea\u7136\u6d8c\u73b0\u7684\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1ba99024ff3bc03bc899f2a10124cda7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1ba99024ff3bc03bc899f2a10124cda7.png\"><\/a><\/p>\n<p><\/p>\n<p>\u96f7\u5cf0\u7f51\u539f\u521b\u6587\u7ae0\uff0c\u672a\u7ecf\u6388\u6743\u7981\u6b62\u8f6c\u8f7d\u3002\u8be6\u60c5\u89c1<a href=\"https:\/\/r.xiumi.us\/board\/v5\/3qhbI\/392977584\" rel=\"nofollow\" target=\"_blank\">\u8f6c\u8f7d\u987b\u77e5<\/a>\u3002<\/p>\n<p>\n                        <a href=\"https:\/\/vip.yanxishe.com\/?from=leiphonearticle\" target=\"_blank\"><br \/>\n                            <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\"><\/a><br \/>\n                        <\/a>\n                    <\/p>\n<p>                                            \u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.leiphone.com\/category\/ai\/hTgQEjBoyoRs4cgR.html\" target=\"_blank\">DeepSeek-R1 \u6700\u65b0\u53d1\u5e03\uff0c\u5251\u6307 OpenAI o1<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6628\u65e5 1 \u670820 \u53f7\uff0cDeepSeek  [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[68,81],"class_list":["post-39090","post","type-post","status-publish","format-standard","hentry","category-news","tag-68","tag-81"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>DeepSeek-R1 \u6700\u65b0\u53d1\u5e03\uff0c\u5251\u6307 OpenAI o1 - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=39090\" \/>\n<script type=\"application\/ld+json\" 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