{"id":3703,"date":"2025-04-14T16:56:04","date_gmt":"2025-04-14T08:56:04","guid":{"rendered":"https:\/\/www.ihub1.com\/?p=3703"},"modified":"2025-04-14T16:57:46","modified_gmt":"2025-04-14T08:57:46","slug":"%e6%9c%80%e5%bc%ba32b%e4%b8%ad%e6%96%87%e6%8e%a8%e7%90%86%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%98%93%e4%b8%bb%ef%bc%9a%e5%bc%80%e6%ba%90%e5%85%8d%e8%b4%b9%e5%95%86%e7%94%a8%ef%bc%8c1-20-deepseek-r1%e5%8f%82","status":"publish","type":"post","link":"https:\/\/www.ihub1.com\/index.php\/2025\/04\/14\/%e6%9c%80%e5%bc%ba32b%e4%b8%ad%e6%96%87%e6%8e%a8%e7%90%86%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%98%93%e4%b8%bb%ef%bc%9a%e5%bc%80%e6%ba%90%e5%85%8d%e8%b4%b9%e5%95%86%e7%94%a8%ef%bc%8c1-20-deepseek-r1%e5%8f%82\/","title":{"rendered":"\u6700\u5f3a32B\u4e2d\u6587\u63a8\u7406\u5927\u6a21\u578b\u6613\u4e3b\uff1a\u5f00\u6e90\u514d\u8d39\u5546\u7528\uff0c1\/20 DeepSeek-R1\u53c2\u6570\u91cfSOTA\uff0c\u6743\u91cd\u4ee3\u7801\u6570\u636e\u96c6\u5168\u5f00\u6e90"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3703\" class=\"elementor elementor-3703\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b828f2 e-flex e-con-boxed e-con e-parent\" data-id=\"9b828f2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8da322a elementor-widget elementor-widget-text-editor\" data-id=\"8da322a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p id=\"3I1HK41Q\">\u5343\u4ebf\u53c2\u6570\u5185\u6700\u5f3a\u63a8\u7406\u5927\u6a21\u578b\uff0c\u521a\u521a\u6613\u4e3b\u4e86\u3002<\/p><p id=\"3I1HK41R\"><strong>32B<\/strong>\u2014\u2014DeepSeek-R1\u76841\/20\u53c2\u6570\u91cf\uff1b\u514d\u8d39\u5546\u7528\uff1b\u4e14\u5168\u9762\u5f00\u6e90\u2014\u2014<strong>\u6a21\u578b\u6743\u91cd\u3001\u8bad\u7ec3\u6570\u636e\u96c6\u548c\u5b8c\u6574\u8bad\u7ec3\u4ee3\u7801\uff0c\u90fd\u5f00\u6e90\u4e86<\/strong><\/p><p id=\"3I1HK41S\">\u8fd9\u5c31\u662f\u521a\u521a\u4eae\u76f8\u7684<strong>Skywork-OR1 (Open Reasoner 1)\u7cfb\u5217\u6a21\u578b<\/strong><\/p><p id=\"3I1HK41T\">\u901a\u752832B\u5c3a\u5bf8\uff08Skywork-OR1-32B\uff09\u5b8c\u5168\u8d85\u8d8a\u540c\u89c4\u6a21\u963f\u91ccQwQ-32B\uff1b<strong>\u4ee3\u7801\u751f\u6210\u5ab2\u7f8eDeepSeek-R1\uff0c\u4f46\u6027\u4ef7\u6bd4\u66f4\u9ad8\u3002<\/strong><\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2025%2F0413%2Fb18e3fdfj00sunrie001td000u000glm.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"3I1HK41V\">\u25b3Skywork-OR1-32B-Preview<\/p><p id=\"3I1HK420\"><strong>\u6570\u5b66\u63a8\u7406\u65b9\u9762\uff1a<\/strong>7B\u300132B\u90fd\u8fbe\u5230\u540c\u89c4\u6a21\u6700\u4f18\uff0c\u6570\u5b66\u4e13\u9879\u6a21\u578b\uff08Skywork-OR1-Math-7B\uff09\u8868\u73b0\u66f4\u7a81\u51fa\u3002<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2025%2F0413%2F9e49399bj00sunrie001pd000u000gwm.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"3I1HK422\">Skywork\uff0c\u5929\u5de5\u662f\u4e5f\uff0c\u6765\u81eaAIGC\u5de8\u5934\u73a9\u5bb6\u6606\u4ed1\u4e07\u7ef4\u3002<\/p><p id=\"3I1HK423\">Skywork-OR1\u7cfb\u5217\u6a21\u578b\u73b0\u5df2\u5168\u9762\u5f00\u6e90\uff0c<strong>\u6a21\u578b\u6743\u91cd\u3001\u8bad\u7ec3\u6570\u636e\u96c6\u548c\u5b8c\u6574\u8bad\u7ec3\u4ee3\u7801<\/strong>\uff0c\u6240\u6709\u8d44\u6e90\u5747\u5df2\u4e0a\u4f20\u81f3GitHub\u548cHuggingface\u5e73\u53f0\u3002\u914d\u5957\u7684\u6280\u672f\u535a\u5ba2\u5df2\u53d1\u5e03\u4e8eNotion\u5e73\u53f0\uff0c\u8be6\u7ec6\u9610\u8ff0\u4e86\u6570\u636e\u5904\u7406\u6d41\u7a0b\u3001\u8bad\u7ec3\u65b9\u6cd5\u548c\u5173\u952e\u6280\u672f\u53d1\u73b0\uff0c\u4e3a\u793e\u533a\u63d0\u4f9b\u4e86\u5b8c\u5168\u53ef\u590d\u73b0\u7684\u5b9e\u8df5\u53c2\u8003\u3002<\/p><p>\u00a0<\/p><ul><li id=\"3I1HK449\">Skywork-OR1\u7cfb\u5217\u5f00\u6e90\u5730\u5740\uff1ahttps:\/\/github.com\/SkyworkAI\/Skywork-OR1 \uff08\u5305\u542b\u6a21\u578b\uff0c\u4ee3\u7801\uff0c\u6570\u636e\uff09<\/li><li id=\"3I1HK44A\">\u6606\u4ed1\u4e07\u7ef4\u5929\u5de5\u56e2\u961f\u66f4\u591a\u5f00\u6e90\u9879\u76ee\uff1ahttps:\/\/huggingface.co\/Skywork<\/li><\/ul><p>\u00a0<\/p><p id=\"3I1HK424\">\u76ee\u524dSkywork-OR1-7B\u548cSkywork-OR1-32B\u7684\u80fd\u529b\u8fd8\u5728\u6301\u7eed\u63d0\u5347\uff0c<strong>\u5728\u4e24\u5468\u5185\u4f1a\u53d1\u5e03\u4e24\u4e2a\u6a21\u578b\u7684\u6b63\u5f0f\u7248\u672c<\/strong>\uff0c\u540c\u65f6\u4e5f\u4f1a\u63a8\u51fa\u66f4\u4e3a\u7cfb\u7edf\u8be6\u5c3d\u7684\u6280\u672f\u62a5\u544a\uff0c\u5206\u4eab\u63a8\u7406\u6a21\u578b\u8bad\u7ec3\u4e2d\u7684\u7ecf\u9a8c\u4e0e\u6d1e\u5bdf\u3002<\/p><p id=\"3I1HK425\">3\u6b3e\u6a21\u578b\u5168\u91cf\u5f00\u6e90<\/p><p id=\"3I1HK426\"><strong>Skywork-OR1 (Open Reasoner 1)<\/strong>\u7cfb\u5217\u5f00\u6e90\u5171\u67093\u6b3e\u6a21\u578b\uff1a<\/p><p>\u00a0<\/p><ul><li id=\"3I1HK44B\">Skywork-OR1-Math-7B\uff1a\u4e13\u6ce8\u6570\u5b66\u9886\u57df\u7684\u4e13\u9879\u6a21\u578b\uff0c\u540c\u65f6\u4e5f\u5177\u6709\u8f83\u5f3a\u7684\u4ee3\u7801\u80fd\u529b\u3002<\/li><li id=\"3I1HK44C\">Skywork-OR1-7B-Preview\uff1a\u878d\u5408\u6570\u5b66\u4e0e\u4ee3\u7801\u80fd\u529b\uff0c\u517c\u987e\u901a\u7528\u4e0e\u4e13\u4e1a\u6027<\/li><li id=\"3I1HK44D\">Skywork-OR1-32B-Preview\uff1a\u9762\u5411\u9ad8\u590d\u6742\u5ea6\u4efb\u52a1\u3001\u5177\u5907\u66f4\u5f3a\u63a8\u7406\u80fd\u529b\u7684\u65d7\u8230\u7248\u672c<\/li><\/ul><p>\u00a0<\/p><p id=\"3I1HK427\">\u56e2\u961f\u5bf9\u6bd4\u4e86Skywork-OR1\u7cfb\u5217\u5728AIME24\u3001AIME25\u3001LiveCodeBench\u4e0a\u7684\u8868\u73b0\u3002<\/p><p id=\"3I1HK428\">AIME24\/25\u662f\u7f8e\u56fd\u6570\u5b66\u9080\u8bf7\u8d5b\u57fa\u51c6\u6d4b\u8bd5\uff0cLiveCodeBench\u4e3b\u8981\u8bc4\u4f30\u5927\u8bed\u8a00\u6a21\u578b\u4ee3\u7801\u751f\u6210\u548c\u7f16\u7a0b\u80fd\u529b\u3002<\/p><p id=\"3I1HK429\">\u5728\u8bc4\u6d4b\u65b9\u9762\uff0c<strong>Skywork-OR1<\/strong>\u7cfb\u5217\u6a21\u578b\u5f15\u5165<strong>avg@k<\/strong>\u4f5c\u4e3a\u6838\u5fc3\u8bc4\u4f30\u6307\u6807\uff0c\u7528\u4e8e\u8861\u91cf\u6a21\u578b\u5728<strong>\u8fdb\u884ck\u6b21\u5c1d\u8bd5\u65f6\u6210\u529f\u89e3\u51b3\u95ee\u9898\u7684\u5e73\u5747\u8868\u73b0<\/strong><\/p><p id=\"3I1HK42A\">\u4f20\u7edf\u7684pass@k\u6307\u6807\u4ec5\u5173\u6ce8\u201c\u81f3\u5c11\u4e00\u6b21\u6210\u529f\u201d\uff0c\u76f8\u5bf9\u800c\u8a00avg@k\u66f4\u5173\u6ce8\u6a21\u578b\u7684\u7a33\u5b9a\u6027\u548c\u6574\u4f53\u63a8\u7406\u80fd\u529b\uff0c\u4e3a\u6a21\u578b<strong>\u5b9e\u9645\u843d\u5730<\/strong>\u63d0\u4f9b\u66f4\u5168\u9762\u771f\u5b9e\u7684\u53c2\u8003\u3002<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2025%2F0413%2F5ec30c9bj00sunrie001zd000u000dgm.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"3I1HK42C\">\u5728\u6570\u5b66\u65b9\u9762\uff0c\u901a\u7528\u6a21\u578b<strong>Skywork-OR1-7B-Preview<\/strong><strong>Skywork-OR1-32B-Preview<\/strong>\u5728AIME24\u4e0eAIME25\u6570\u636e\u96c6\u4e0a\u5747\u5b9e\u73b0\u4e86\u540c\u53c2\u6570\u89c4\u6a21\u4e0b<strong>\u6700\u4f18\u8868\u73b0<\/strong>\uff0c32B\u6574\u4f53\u8868\u73b0\u57fa\u672c\u4e0eDeepSeek-R1\u9f50\u5e73\u3002<\/p><p id=\"3I1HK42D\"><strong>\u7f16\u7a0b\u65b9\u9762<\/strong>\uff0c\u901a\u7528\u6a21\u578bSkywork-OR1-7B-Preview\u4e0eSkywork-OR1-32B-Preview\u5728LiveCodeBench\u4e0a\u5747\u53d6\u5f97\u4e86\u540c\u7b49\u53c2\u6570\u89c4\u6a21\u4e0b\u7684\u6700\u4f18\u6027\u80fd\u3002<\/p><p id=\"3I1HK42E\">\u6574\u4f53\u800c\u8a00\uff0cSkywork-OR1-32B-Preview\u751a\u81f3\u4e0eDeepSeek-R1\u7684\u5dee\u8ddd\u975e\u5e38\u5fae\u5c0f\u3002<strong>\u8981\u77e5\u9053\u540e\u8005\u7684\u53c2\u6570\u89c4\u6a21\u662f\u524d\u8005\u768420\u500d\uff0c\u8fd9\u610f\u5473\u7740Skywork-OR1\u80fd\u5e26\u6765\u66f4\u5177\u6027\u4ef7\u6bd4\u7684\u6027\u80fd\u8868\u73b0\u3002<\/strong><\/p><p id=\"3I1HK42F\">\u7531\u6b64\u7efc\u5408\u6765\u770b\uff0cSkywork-OR1-32B-Preview\u6210\u4e3a\u5f53\u524d\u540c\u89c4\u6a21\u6700\u5f3a\u4e2d\u6587\u63a8\u7406\u6a21\u578b\uff0c\u4e5f\u662f\u73b0\u5f79\u652f\u6301\u514d\u8d39\u5546\u7528\u7684\u6a21\u578b\u4e2d\u6700\u5f3a\u4e14\u6700\u5177\u6027\u4ef7\u6bd4\u7684\u6210\u5458\u4e4b\u4e00\u3002<\/p><p id=\"3I1HK42G\">\u6b64\u5916\uff0c\u6570\u5b66\u4e13\u9879\u6a21\u578b<strong>Skywork-OR1-Math-7B<\/strong>\u5728AIME24\/25\u7684\u8868\u73b0\u8fdc\u8d85\u5f53\u524d\u4e3b\u6d417B\u7ea7\u6a21\u578b\uff0c\u751a\u81f3\u63a5\u8fd1\u84b8\u998f\u7248Deepseek-32B\u6a21\u578b\u540c\u7b49\u6c34\u5e73\uff08DeepSeek-R1-Distill-Qwen-32B\uff09\u3002<\/p><p id=\"3I1HK42H\">\u5982\u4e0b\u4e3a\u8be5\u6a21\u578b\u5728AIME24\u4e0a\u7684\u8bad\u7ec3\u51c6\u786e\u7387\u66f2\u7ebf\u3002<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2025%2F0413%2Fe9dd7f36j00sunrie001pd000u000hom.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"3I1HK42J\">\u6700\u7ec8\u6a21\u578b\u5728AIME24\u548cAIME25\u4e0a\u5206\u522b\u8fbe\u523069.8%\u548c52.3%\uff0c\u8d85\u8d8a\u4e86OpenAI-o3-mini (low)\uff0c\u8fbe\u5230\u4e86\u5f53\u524d\u5c3a\u5bf8SOTA\u6027\u80fd\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u8be5\u4e13\u9879\u6a21\u578b\u5728\u4ee3\u7801\u9886\u57df\u4e5f\u8868\u73b0\u51fa\u4e86\u8f83\u597d\u7684\u6cdb\u5316\u6027\uff08\u8bad\u7ec3\u540e\uff0cLivecodebench\u4ece37.6%\u63d0\u5347\u523043.6%\uff09\u3002<\/p><p class=\"f_center\"><img decoding=\"async\" src=\"https:\/\/nimg.ws.126.net\/?url=http%3A%2F%2Fdingyue.ws.126.net%2F2025%2F0413%2Fd8a6e3b6j00sunrie0018d000u000gmm.jpg&amp;thumbnail=660x2147483647&amp;quality=80&amp;type=jpg\" \/><br \/><br \/><\/p><p id=\"3I1HK42L\">\u25b3OpenAI-o3-mini(low)\u7684AIME24\u5206\u6570\u6765\u81ea\u5b98\u7f51\uff0cAIME25\u5206\u6570\u6765\u81ea\u8bc4\u6d4b\u7f51\u7ad9https:\/\/matharena.ai\/<\/p><p id=\"3I1HK42M\">\u53bb\u5e7411\u6708\uff0c\u6606\u4ed1\u4e07\u7ef4\u53d1\u5e03\u56fd\u5185\u9996\u6b3e\u4e2d\u6587\u590d\u6742\u63a8\u7406\u6a21\u578bSkywork-o1\uff0cSkywork-OR1\u7cfb\u5217\u6a21\u578b\u6b63\u662f\u5728\u6b64\u57fa\u7840\u4e0a\u8fed\u4ee3\u800c\u6765\u3002<\/p><p id=\"3I1HK42N\">\u4e0d\u540c\u4e8e\u7b80\u5355\u590d\u523bOpenAI o1\u6a21\u578b\uff0cSkywork-o1\u5185\u751f\u51fa\u4e86\u601d\u8003\u3001\u8ba1\u5212\u3001\u53cd\u601d\u7b49\u80fd\u529b\u3002\u5b83\u5171\u5305\u62ec\u4e09\u6b3e\u6a21\u578bSkywork-o1-Open\u3001SI\u2019m kywork-o1-Lite\u548cSkywork-o1-Preview\uff0c\u5206\u522b\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\uff0c\u53ef\u4ee5\u6ee1\u8db3\u5f00\u6e90\u5230\u9ad8\u6027\u80fd\u63a8\u7406\u7684\u591a\u6837\u5316\u9700\u6c42\u3002<\/p><p id=\"3I1HK42O\">Skywork-OR1\u7cfb\u5217\u7ad9\u5728Skywork-o1\u7684\u80a9\u8180\u4e0a\u6709\u4e86\u66f4\u5f3a\u57fa\u5ea7\uff0c\u4f46\u60f3\u8981\u5982\u6b64\u5f3a\u5927\uff0c\u4e5f\u79bb\u4e0d\u5f00\u4e00\u7cfb\u5217\u5148\u8fdb\u6280\u672f\u52a0\u6301\u3002<\/p><p id=\"3I1HK42P\">\u80cc\u540e\u79d8\u8bc0\uff1aAGI\u6280\u672f\u6d1e\u85cf\uff0c\u8bad\u7ec3\u6548\u7387\u63d0\u534750%<\/p><p id=\"3I1HK42Q\">Skywork-OR1\u5728\u6570\u636e\u5904\u7406\u3001\u8bad\u7ec3\u7b56\u7565\u7b49\u65b9\u9762\u90fd\u505a\u4e86\u8fdb\u4e00\u6b65\u521b\u65b0\u3002<\/p><p id=\"3I1HK42R\">\u9996\u5148\u5728\u6570\u636e\u65b9\u9762\u3002<\/p><p id=\"3I1HK42S\"><strong>\u4e3a\u63d0\u5347\u6a21\u578b\u5728\u6570\u5b66\u548c\u4ee3\u7801\u65b9\u9762\u80fd\u529b\uff0cSkywork-OR1\u6784\u5efa\u4e86\u4e00\u4e2a\u9ad8\u8d28\u91cf\u6570\u5b66\u548c\u4ee3\u7801\u6570\u636e\u96c6\u3002<\/strong><\/p><p id=\"3I1HK42T\">\u56e2\u961f\u8bbe\u8ba1\u4e86\u4e09\u4e2a\u6807\u51c6\u8fdb\u884c\u6570\u636e\u7b5b\u9009\uff1a\u53ef\u9a8c\u8bc1\u6027\uff08Verifiable\uff09\u3001\u6b63\u786e\u6027\uff08Correct\uff09\u4e0e\u6311\u6218\u6027\uff08Challenging\uff09\uff0c\u5254\u9664\u65e0\u6cd5\u81ea\u52a8\u9a8c\u8bc1\u7684\u8bc1\u660e\u7c7b\u9898\u76ee\u3001\u6709\u8bef\u9898\u76ee\u3001\u548c\u7f3a\u5c11unit test\u7684\u4ee3\u7801\u95ee\u9898\u3002<\/p><p id=\"3I1HK42U\">\u6570\u5b66\u9886\u57df\u5171\u8ba1<strong>\u6536\u96c611\u4e07\u9053\u9898\u76ee<\/strong>\uff0c\u4e3b\u8981\u4f9d\u8d56NuminaMath-1.5\uff08\u542b\u7ea689.6\u4e07\u9898\uff09\uff0c\u9009\u7528\u5982AIME\u548cOlympiads\u7b49\u8f83\u96be\u5b50\u96c6\uff0c\u5e76\u8865\u5145\u4e86\u5982DeepScaleR\u3001Omni-MATH\u3001AIME 1983-2023\u96be\u9898\u6765\u6e90\u3002<\/p><p id=\"3I1HK42V\">\u4ee3\u7801\u9886\u57df\u6536\u96c6\u4e86<strong>13.7k\u6761\u9ad8\u8d28\u91cf\u4ee3\u7801\u95ee\u9898<\/strong>\uff0c\u4e3b\u8981\u4ee5LeetCode\u548cTACO\u6570\u636e\u4e3a\u4e3b\uff0c\u4fdd\u7559\u4e86\u5355\u5143\u6d4b\u8bd5\u5b8c\u6574\u3001\u9a8c\u8bc1\u901a\u8fc7\u7684\u95ee\u9898\uff0c\u5e76\u8fdb\u884c\u5411\u91cf\u7ea7\u8bed\u4e49\u53bb\u91cd\u3002<\/p><p id=\"3I1HK430\">\u5728\u6570\u636e\u8fc7\u6ee4\u90e8\u5206\uff0c\u56e2\u961f\u5bf9\u6bcf\u9053\u9898\u8fdb\u884c\u4e86\u591a\u8f6e\u91c7\u6837\u5e76\u9a8c\u8bc1\u7b54\u6848\uff0c\u4ee5\u907f\u514d\u201c\u5168\u5bf9\u201d\u6216\u201c\u5168\u9519\u201d\u73b0\u8c61\u5bf9\u7b56\u7565\u5b66\u4e60\u65e0\u6548\u2014\u2014\u6a21\u578b\u751f\u6210\u5168\u90e8\u9519\u8bef\uff0c\u65e0\u6cd5\u63d0\u4f9b\u6709\u6548\u7684\u5b66\u4e60\u4fe1\u53f7\uff1b\u201c\u5168\u5bf9\u201d\u610f\u5473\u7740\u6a21\u578b\u5df2\u5b8c\u5168\u638c\u63e1\uff0c\u7ee7\u7eed\u5b66\u4e60\u4f1a\u6d6a\u8d39\u8ba1\u7b97\u8d44\u6e90\u3002<\/p><p id=\"3I1HK431\">\u5e76\u901a\u8fc7\u4eba\u7c7b\u5ba1\u6838\u7ed3\u5408LLM\u81ea\u52a8\u5224\u9898\u673a\u5236\uff0c\u5bf9\u8bed\u4e49\u4e0d\u6e05\u3001\u4fe1\u606f\u4e0d\u5168\u3001\u683c\u5f0f\u9519\u8bef\u6216\u542b\u6709\u65e0\u5173\u5185\u5bb9\u7684\u9879\u76ee\u8fdb\u884c\u6e05\u7406\u3002\u4f7f\u7528LLM-as-a-Judge\u5254\u9664\u6389\u7ea61-2K\u9053\u8d28\u91cf\u4e0d\u8fbe\u6807\u7684\u6570\u5b66\u9898\u3002<\/p><p id=\"3I1HK432\"><strong>\u5176\u6b21\u5728\u5f3a\u5316\u5b66\u4e60\u90e8\u5206<\/strong>\uff0cSkywork-OR1\u4f7f\u7528GRPO\uff08Group Relative Policy Optimization\uff09\u8fdb\u884c\u8bad\u7ec3\uff0c\u5e76\u5f15\u5165\u4e00\u7cfb\u5217\u4f18\u5316\u7b56\u7565\u3002<\/p><p id=\"3I1HK433\"><strong>\u5728\u8bad\u7ec3\u65f6\u6570\u636e\u4f18\u5316\u4e0a\uff0c\u4e00\u65b9\u9762\u91c7\u7528\u53cc\u91cd\u8fc7\u6ee4\u7b56\u7565\uff1a<\/strong><\/p><p>\u00a0<\/p><ul><li id=\"3I1HK44E\">\u79bb\u7ebf\u8fc7\u6ee4\uff1a\u8bad\u7ec3\u524d\u4f7f\u7528\u5f85\u8bad\u7ec3\u6a21\u578b\u8bc4\u4f30\u6570\u636e\uff0c\u5254\u9664\u6b63\u786e\u7387\u4e3a0\u62161\u7684\u6837\u672c\uff1b<\/li><li id=\"3I1HK44F\">\u5728\u7ebf\u8fc7\u6ee4\uff1a\u6bcf\u4e2aepoch\u52a8\u6001\u79fb\u9664\u4e0a\u4e00\u8f6e\u5df2\u5b8c\u5168\u638c\u63e1\u7684\u6570\u636e\uff0c\u786e\u4fdd\u6a21\u578b\u6301\u7eed\u9762\u5bf9\u6709\u6311\u6218\u6027\u7684\u5185\u5bb9\u3002<\/li><\/ul><p>\u00a0<\/p><p id=\"3I1HK434\"><strong>\u53e6\u4e00\u65b9\u9762\u4f7f\u7528\u62d2\u7edd\u91c7\u6837\uff08Rejection Sampling\uff09\u8fdb\u884c\u66f4\u7cbe\u7ec6\u7684\u5b9e\u65f6\u7b5b\u9009\uff0c<\/strong>\u5728\u6bcf\u4e2a\u8bad\u7ec3\u6b65\u9aa4\u4e2d\u52a8\u6001\u5254\u9664\u5f53\u524d\u8bad\u7ec3\u6b65\u4e2d\u91c7\u6837\u6b63\u786e\u7387\u4e3a0\u62161\u7684\u6837\u672c\u3002\u8fd9\u6837\u53ef\u4ee5\u7ef4\u6301policy loss\u3001entropy loss\u548cKL loss\u7684\u5408\u7406\u6bd4\u4f8b\uff0c\u9632\u6b62\u975epolicy loss\u6bd4\u91cd\u5f02\u5e38\u589e\u52a0\u5bfc\u81f4\u7684\u8bad\u7ec3\u4e0d\u7a33\u5b9a\u3002<\/p><p id=\"3I1HK435\">\u5728\u8bad\u7ec3Pipeline\u4f18\u5316\u4e0a\u4e3b\u8981\u505a\u4e86\u4e24\u65b9\u9762\u7684\u63a2\u7d22\u3002<\/p><p id=\"3I1HK436\"><strong>\uff081\uff09\u591a\u9636\u6bb5\u8bad\u7ec3\uff08Multi Stage Training\uff09\uff1a<\/strong>\u4ece\u5c0f\u7a97\u53e3\u5f00\u59cb\uff0c\u9010\u6b65\u589e\u52a0\u4e0a\u4e0b\u6587\u957f\u5ea6(seq_len)\uff0c\u53ef\u4ee5\u4fc3\u4f7f\u6a21\u578b\u5728\u6709\u9650token\u5185\u9ad8\u6548\u5b8c\u6210\u4efb\u52a1\uff1b\u968f\u540e\u9010\u6b65\u6269\u5c55\u7a97\u53e3\u5927\u5c0f\uff0c\u8fed\u4ee3\u589e\u52a0\u751f\u6210\u957f\u5ea6\uff0c\u4f7f\u6a21\u578b\u9010\u6e10\u638c\u63e1\u66f4\u590d\u6742\u7684\u957f\u94fe\u601d\u7ef4\u80fd\u529b\u3002\u5b9e\u9a8c\u8bc1\u660e\uff0c<strong>\u591a\u9636\u6bb5\u8bad\u7ec3\u80fd\u663e\u8457\u7f29\u77ed\u8bad\u7ec3\u65f6\u95f4<\/strong>\uff0c\u540c\u65f6\u5b8c\u5168\u4fdd\u6301\u6a21\u578b\u7684\u957f\u5ea6\u6269\u5c55\u80fd\u529b\u3002<\/p><p id=\"3I1HK437\"><strong>\uff082\uff09\u622a\u65ad\u4f18\u52bf\u63a9\u7801\uff08Truncated Advantage 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id=\"3I1HK43H\">\u5728\u6b64\u8bad\u7ec3\u7b56\u7565\u4e0b\uff0cSkywork-OR1-7B\u548cSkywork-OR1-32B-Preview\u901a\u7528\u63a8\u7406\u6a21\u578b\u4ecd\u5904\u4e8e\u6301\u7eed\u63d0\u5347\u72b6\u6001\uff0c\u672c\u6b21\u5f00\u6e90\u662f\u5f53\u524d\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6027\u80fd\u6700\u4f73\u7684checkpoint\u3002<\/p><p id=\"3I1HK43I\"><strong>\u9884\u8ba1\u4e24\u5468\u540e\uff0c\u5177\u5907\u66f4\u5168\u9762\u80fd\u529b\u63d0\u5347\u53ca\u66f4\u5f3a\u5927\u63a8\u7406\u80fd\u529b\u7684Skywork-OR1\u6b63\u5f0f\u7248\u672c\u5c06\u4e0e\u5927\u5bb6\u89c1\u9762\uff0c\u540c\u6837\u5168\u9762\u5f00\u6e90\u3002<\/strong><\/p><p id=\"3I1HK43J\">Hugging Face\u5355\u6708\u4e0b\u8f7d\u91cf\u8d857\u4e07<\/p><p id=\"3I1HK43K\">\u81ea2023\u5e74\u4ee5\u6765\uff0c\u5728\u5168\u9762\u62e5\u62b1AIGC\u540e\uff0c\u6606\u4ed1\u4e07\u7ef4\u4e00\u76f4\u575a\u6301\u5f00\u6e90\uff0c\u63a8\u52a8\u6280\u672f\u5e73\u6743\u3002\u4ee3\u8868\u6027\u52a8\u4f5c\u5305\u62ec\uff1a<\/p><p>\u00a0<\/p><ul><li 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