{"id":36802,"date":"2025-01-18T23:01:50","date_gmt":"2025-01-18T15:01:50","guid":{"rendered":"https:\/\/17aitech.com\/?p=36802"},"modified":"2025-01-18T23:01:50","modified_gmt":"2025-01-18T15:01:50","slug":"%e4%b8%8a%e4%ba%a4%e5%a4%a7o1%e5%a4%8d%e7%8e%b0%e6%96%b0%e7%aa%81%e7%a0%b4%ef%bc%9a%e8%92%b8%e9%a6%8f%e8%b6%85%e8%b6%8a%e5%8e%9f%e7%89%88%ef%bc%8c%e8%ad%a6%e7%a4%baai%e7%a0%94%e5%8f%91%e6%8d%b7","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36802","title":{"rendered":"\u4e0a\u4ea4\u5927o1\u590d\u73b0\u65b0\u7a81\u7834\uff1a\u84b8\u998f\u8d85\u8d8a\u539f\u7248\uff0c\u8b66\u793aAI\u7814\u53d1&#8221;\u6377\u5f84\u9677\u9631&#8221;"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-22-3\" target=\"_blank\">\u4e0a\u4ea4\u5927o1\u590d\u73b0\u65b0\u7a81\u7834\uff1a\u84b8\u998f\u8d85\u8d8a\u539f\u7248\uff0c\u8b66\u793aAI\u7814\u53d1&#8221;\u6377\u5f84\u9677\u9631&#8221;<\/a><\/p>\n<section data-mpa-powered-by=\"yiban.io\" data-style='-webkit-tap-highlight-color: transparent; margin-bottom: 0px; outline: 0px; text-shadow: transparent 0px 0px 0px, rgba(0, 0, 0, 0.4) 0px 0px 0px; background-color: rgb(255, 255, 255); letter-spacing: 0.544px; text-wrap: wrap; caret-color: rgb(34, 34, 34); font-family: \"Helvetica Neue\", Helvetica, \"Hiragino Sans GB\", \"Microsoft YaHei\", Arial, sans-serif; visibility: visible; line-height: 27.2px; color: rgb(163, 163, 163) !important;'>\n<section data-style=\"-webkit-tap-highlight-color: transparent; outline: 0px; text-shadow: transparent 0px 0px 0px, rgba(0, 0, 0, 0.4) 0px 0px 0px; visibility: visible; line-height: 27.2px;\">\n<section data-style=\"-webkit-tap-highlight-color: transparent; outline: 0px; text-shadow: transparent 0px 0px 0px, rgba(0, 0, 0, 0.4) 0px 0px 0px; visibility: visible; line-height: 27.2px;\">\n<section data-color=\"rgb(117, 117, 118)\" data-custom=\"rgb(117, 117, 118)\" data-id=\"85660\" data-style=\"-webkit-tap-highlight-color: transparent; outline: 0px; text-shadow: transparent 0px 0px 0px, rgba(0, 0, 0, 0.4) 0px 0px 0px; border-width: 0px; border-style: initial; border-color: currentcolor; visibility: visible; line-height: 27.2px;\">\n<section data-style=\"-webkit-tap-highlight-color: transparent; margin-top: 2em; padding-top: 0.5em; padding-bottom: 0.5em; outline: 0px; text-shadow: transparent 0px 0px 0px, rgba(0, 0, 0, 0.4) 0px 0px 0px; border-top: 1px solid rgb(204, 204, 204); border-bottom: 1px solid rgb(204, 204, 204); border-right-style: none; border-left-style: none; text-decoration: inherit; visibility: visible; line-height: 27.2px;\">\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b7d8ec88f540cddaa8322ed120724fe8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b7d8ec88f540cddaa8322ed120724fe8.png\"><\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"167\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/p>\n<\/section>\n<\/blockquote>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section>\n<p><strong>\u56e2\u961f\u4ecb\u7ecd\uff1a\u672c\u9879\u76ee\u7684\u6838\u5fc3\u5f00\u53d1\u56e2\u961f\u4e3b\u8981\u7531\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66GAIR\u7814\u7a76\u7ec4\uff0c\u7814\u7a76\u56e2\u961f\u65e9\u5728\u4e00\u4e2a\u591a\u6708\u524d\u53d1\u5e03o1\u590d\u73b0\u8fdb\u5c55\u62a5\u544a\u3002<\/strong><\/p>\n<p><strong>\u8be6\u7ec6\u4f5c\u8005\u4ecb\u7ecd\u89c1\uff1ahttps:\/\/github.com\/GAIR-NLP\/O1-Journey#about-the-team<\/strong><\/p>\n<section>\u81ea\u4ece OpenAI \u53d1\u5e03\u5c55\u73b0\u51fa\u524d\u6240\u672a\u6709\u590d\u6742\u63a8\u7406\u80fd\u529b\u7684 o1 \u7cfb\u5217\u6a21\u578b\u4ee5\u6765\uff0c\u5168\u7403\u6380\u8d77\u4e86\u4e00\u573a AI \u80fd\u529b \u201c\u590d\u73b0\u201d \u7ade\u8d5b\u3002\u8fd1\u65e5\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66 GAIR \u7814\u7a76\u56e2\u961f\u5728 o1 \u6a21\u578b\u590d\u73b0\u8fc7\u7a0b\u4e2d\u53d6\u5f97\u65b0\u7684\u7a81\u7834\uff0c\u901a\u8fc7\u7b80\u5355\u7684\u77e5\u8bc6\u84b8\u998f\u65b9\u6cd5\uff0c<strong>\u56e2\u961f\u6210\u529f\u4f7f\u57fa\u7840\u6a21\u578b\u5728\u6570\u5b66\u63a8\u7406\u80fd\u529b\u4e0a\u8d85\u8d8a o1-preview<\/strong>\u3002<\/section>\n<\/section>\n<section><\/section>\n<section>\u56e2\u961f\u5728\u672c\u5de5\u4f5c\u4e2d\u7279\u610f\u805a\u7126\u4e8e\u4e1a\u5185\u5e7f\u6cdb\u4f7f\u7528\u5374\u5f80\u5f80\u672a\u88ab\u516c\u5f00\u62ab\u9732\u7684\u84b8\u998f\u6280\u672f\uff0c\u60f3\u5728 \u201c\u63ed\u79d8\u201d \u84b8\u998f\u6280\u672f\u80cc\u540e\u6240\u80fd\u8fbe\u5230\u7684\u6536\u76ca\u7684\u540c\u65f6\uff0c\u53c8\u5bf9 AI \u7814\u7a76\u754c\u8fdb\u884c\u4e00\u6b21\u5021\u8bae\uff0c\u547c\u5401\u4f18\u5148\u8003\u8651\u900f\u660e\u521b\u65b0\u7684\u65b9\u6cd5\uff0c\u800c\u4e0d\u662f\u4e00\u5473\u8ffd\u6c42\u77ed\u671f\u6027\u80fd\u63d0\u5347\u548c AI \u6280\u672f\u7814\u53d1 &#8220;\u6377\u5f84&#8221;\u3002\u7814\u7a76\u56e2\u961f\u575a\u4fe1\uff0c<strong>\u57f9\u517b\u80fd\u591f\u4ece\u7b2c\u4e00\u6027\u539f\u7406\u601d\u8003\u800c\u4e0d\u662f\u7b80\u5355\u5957\u7528\u73b0\u6709\u89e3\u51b3\u65b9\u6848\u7684\u4e0b\u4e00\u4ee3 AI \u7814\u7a76\u8005\u81f3\u5173\u91cd\u8981<\/strong>\u3002<\/section>\n<section><\/section>\n<section>\u56e2\u961f\u9009\u62e9 Qwen2.5-Math-72B \u4f5c\u4e3a\u57fa\u7840\u6a21\u578b\uff0c\u7ecf\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u6570\u636e\u7b5b\u9009\u548c\u5904\u7406\u6d41\u7a0b\uff0c\u4ec5\u4f7f\u7528\u6570\u4e07\u4e2a\u4ece o1 \u84b8\u998f\u7684\u957f\u601d\u8003\u94fe\u6837\u672c\u8fdb\u884c\u8bad\u7ec3\u3002\u5728\u7f8e\u56fd\u9ad8\u4e2d\u6570\u5b66\u9080\u8bf7\u8d5b (AIME) \u7b49\u6743\u5a01\u6d4b\u8bd5\u4e2d\uff0c\u6a21\u578b\u8868\u73b0\u4f18\u4e8e o1-preview\u3002\u7814\u7a76\u8868\u660e\uff0c\u901a\u8fc7\u6807\u51c6\u7684\u76d1\u7763\u5fae\u8c03\u65b9\u6cd5\uff0c\u6a21\u578b\u4e0d\u4ec5\u638c\u63e1\u4e86\u590d\u6742\u7684\u6570\u5b66\u63a8\u7406\u80fd\u529b\uff0c\u8fd8\u5c55\u73b0\u51fa\u5f3a\u5927\u7684\u6cdb\u5316\u6027\u3002\u4ee4\u4eba\u60ca\u559c\u7684\u662f\uff0c\u8fd9\u4e2a\u4e3b\u8981\u9488\u5bf9\u6570\u5b66\u63a8\u7406\u8bad\u7ec3\u7684\u6a21\u578b\u5728\u5176\u4ed6\u9886\u57df\u4e5f\u8868\u73b0\u51fa\u8272\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5b89\u5168\u6027\u8bc4\u4f30\u4e2d\uff0c\u5728 Flames \u6d4b\u8bd5\u96c6\u4e0a\u7684\u5f97\u5206\u4ece 91% \u63d0\u5347\u81f3 92.5%<\/section>\n<\/li>\n<li>\n<section>\u5728\u5e94\u5bf9\u8bef\u5bfc\u6027\u95ee\u9898\u65f6\u7684\u62b5\u6297\u529b\u663e\u8457\u589e\u5f3a\uff0c\u6297 &#8220;\u5949\u627f&#8221; \u80fd\u529b\u4ece 89.70% \u63d0\u5347\u5230 92.65%<\/section>\n<\/li>\n<li>\n<section>\u5728\u901a\u7528\u573a\u666f\u8bc4\u4f30\u4e2d\uff0cAuto-J \u548c LIMA \u6d4b\u8bd5\u96c6\u7684\u5f97\u5206\u5206\u522b\u63d0\u5347\u4e86 6.4 \u548c 10 \u4e2a\u767e\u5206\u70b9<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<ul>\n<li>\n<section>\u6280\u672f\u6587\u6863\uff1ahttps:\/\/github.com\/GAIR-NLP\/O1-Journey\/blob\/main\/resource\/report-part2.pdf<\/section>\n<\/li>\n<li>\n<section>\u76f8\u5173\u8d44\u6e90\u5c06\u8fd1\u65e5\u516c\u5f00\uff1ahttps:\/\/github.com\/GAIR-NLP\/O1-Journey<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>&#8220;\u8fd9\u4e2a\u7a81\u7834\u80cc\u540e\u9690\u85cf\u7740\u91cd\u8981\u8b66\u793a\u3002&#8221; \u9879\u76ee\u8d1f\u8d23\u4eba\u8868\u793a\uff0c\u77e5\u8bc6\u84b8\u998f\u867d\u7136\u63d0\u4f9b\u4e86\u5feb\u901f\u63d0\u5347\u6a21\u578b\u6027\u80fd\u7684\u6377\u5f84\uff0c\u4f46\u4e5f\u5e26\u6765\u4e86\u4e09\u4e2a\u5c42\u9762\u7684\u9690\u5fe7\uff1a<\/section>\n<section><\/section>\n<section>1. \u6280\u672f\u5c42\u9762\uff1a\u6a21\u578b\u6027\u80fd\u53d7\u9650\u4e8e\u6559\u5e08\u6a21\u578b\uff0c\u96be\u4ee5\u5b9e\u73b0\u771f\u6b63\u7684\u7a81\u7834\u521b\u65b0<\/section>\n<section>2. \u7814\u7a76\u65b9\u5411\uff1a\u8fc7\u5ea6\u4f9d\u8d56\u84b8\u998f\u53ef\u80fd\u5bfc\u81f4\u6838\u5fc3\u6280\u672f\u7814\u53d1\u6295\u5165\u4e0d\u8db3<\/section>\n<section>3. 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\u9886\u57df\u5e94\u5f53\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u4fdd\u6301\u6280\u672f\u7ec4\u5408\u5e73\u8861\uff0c\u4e0d\u8fc7\u5ea6\u4f9d\u8d56\u5355\u4e00\u65b9\u6cd5<\/section>\n<\/li>\n<li>\n<section>\u6301\u7eed\u6295\u5165\u57fa\u7840\u8bbe\u65bd\u548c\u7b97\u6cd5\u7814\u7a76<\/section>\n<\/li>\n<li>\n<section>\u91cd\u89c6\u4eba\u624d\u57f9\u517b\uff0c\u5f3a\u5316\u7b2c\u4e00\u6027\u539f\u7406\u601d\u7ef4\u7684\u8bad\u7ec3<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>&#8220;\u6784\u5efa\u667a\u80fd AI \u7cfb\u7edf\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u57f9\u517b\u5177\u6709\u7b2c\u4e00\u6027\u539f\u7406\u601d\u7ef4\u7684\u4eba\u624d\u624d\u662f\u6211\u4eec\u7684\u7ec8\u6781\u4f7f\u547d\u3002&#8221; \u8fd9\u53e5\u8bdd\u9053\u51fa\u4e86 AI \u53d1\u5c55\u7684\u6df1\u5c42\u667a\u6167 \u2014\u2014 \u6280\u672f\u8fdb\u6b65\u79bb\u4e0d\u5f00\u6df1\u5165\u7684\u601d\u8003\u548c\u521b\u65b0\u3002\u8fd9\u9879\u7814\u7a76\u4e0d\u4ec5\u5c55\u793a\u4e86 AI \u6280\u672f\u7684\u6700\u65b0\u8fdb\u5c55\uff0c\u66f4\u4e3a\u6574\u4e2a\u884c\u4e1a\u7684\u53d1\u5c55\u65b9\u5411\u63d0\u4f9b\u4e86\u91cd\u8981\u542f\u793a\u3002\u5728\u8ffd\u6c42\u6280\u672f\u7a81\u7834\u7684\u540c\u65f6\uff0c\u5982\u4f55\u4fdd\u6301\u521b\u65b0\u6d3b\u529b\u3001\u57f9\u517b\u9ad8\u8d28\u91cf\u4eba\u624d\uff0c\u5c06\u662f\u51b3\u5b9a AI \u672a\u6765\u7684\u5173\u952e\u56e0\u7d20\u3002<\/section>\n<section><\/section>\n<section>\u5177\u4f53\u800c\u8a00\uff0c\u8fd9\u4efd\u62a5\u544a\u5206\u4e3a\u51e0\u4e2a\u91cd\u8981\u7684\u677f\u5757\uff1a<\/section>\n<section><\/section>\n<section>\uff081\uff09\u8be6\u7ec6\u89e3\u6790\u4e86\u84b8\u998f OpenAI o1 \u7cfb\u5217\u6a21\u578b\u7684\u6280\u672f\u8def\u7ebf\uff0c\u5e76\u5bf9\u5176\u6709\u6548\u6027\u8fdb\u884c\u4e86\u5168\u9762\u7684\u8bc4\u4f30\u3002\u7814\u7a76\u56e2\u961f\u53d1\u73b0\uff0c\u5728\u4e00\u4e2a\u4e0d\u9519\u7684\u57fa\u7840\u6570\u5b66\u6a21\u578b\u4e0a\u4ec5\u4ec5\u901a\u8fc7\u51e0\u4e07\u6761 o1-mini \u7684\u84b8\u998f\u6837\u672c\u8fdb\u884c\u5fae\u8c03\uff0c\u5c31\u53ef\u4ee5\u5728\u7f8e\u56fd\u9ad8\u96be\u5ea6\u7684\u6570\u5b66\u7ade\u8d5b AIME \u4e0a\u8d85\u8d8a o1-preview \u7684\u6c34\u5e73\uff0c\u5e76\u4e14\u6574\u4e2a\u8fc7\u7a0b\u6240\u9700\u8981\u7684\u6280\u672f\u590d\u6742\u5ea6\u6781\u4f4e\u3002<\/section>\n<section><\/section>\n<section>\uff082\uff09\u9664\u4e86\u6570\u5b66\u63a8\u7406\u8fd9\u4e2a\u573a\u666f\u5916\uff0c\u6211\u4eec\u8fd8\u63a2\u7d22\u4e86 o1 \u84b8\u998f\u6a21\u578b\u5728\u5176\u4ed6\u4e0d\u540c\u89c6\u89d2\uff08\u5982\u5e7b\u89c9\u3001\u5b89\u5168\u6027\uff09\u4e0b\u7684\u8868\u73b0\uff0c\u8fd9\u4e9b\u8de8\u57df\u5b9e\u9a8c\u4e0d\u4ec5\u63ed\u793a\u4e86\u77e5\u8bc6\u84b8\u998f\u6280\u672f\u7684\u4f18\u52bf\uff0c\u4e5f\u5c55\u73b0\u4e86\u5176\u56fa\u6709\u5c40\u9650\u6027\uff0c\u5e76\u53d1\u73b0\u4e86\u4e00\u4e9b\u610f\u60f3\u4e0d\u5230\u7684\u8de8\u57df\u8868\u73b0\u6a21\u5f0f\u3002<\/section>\n<section><\/section>\n<section>\uff083\uff09\u5efa\u7acb\u4e86\u4e00\u4e2a\u5168\u9762\u7684\u57fa\u51c6\u6846\u67b6\uff0c\u5728\u591a\u4e2a\u4e0d\u540c\u7684\u89d2\u5ea6\uff08\u5982\u6570\u636e\u900f\u660e\u6027\u3001\u65b9\u6cd5\u6280\u672f\u900f\u660e\u6027\u3001\u8bc4\u4f30\u900f\u660e\u6027\u4ee5\u53ca\u8d44\u6e90\u7684\u5f00\u6e90\u7a0b\u5ea6\uff09\u8bc4\u4f30\u548c\u5206\u7c7b o1 \u7684\u5404\u79cd\u590d\u73b0\u5c1d\u8bd5\u5de5\u4f5c\u7684\u6280\u672f\u900f\u660e\u5ea6\u4e0e\u5f00\u653e\u6027\uff0c\u5e76\u4e3a\u6b64\u8bbe\u7acb\u4e86\u4e00\u5957\u6392\u884c\u7248\u673a\u5236\u3002<\/section>\n<section><\/section>\n<section>\uff084\uff09\u6700\u540e\uff0c\u6b64\u7814\u7a76\u62a5\u544a\u8fd8\u8fdb\u884c\u4e86\u975e\u5e38\u6df1\u523b\u7684\u8ba8\u8bba\uff0c\u6700\u7ec8\u5f97\u51fa\u5c3d\u7ba1\u8ffd\u6c42\u66f4\u5f3a\u5927\u7684 AI \u5f88\u91cd\u8981\uff0c\u4f46\u57f9\u517b\u5177\u6709\u7b2c\u4e00\u6027\u539f\u7406\u601d\u7ef4\u7684\u7814\u7a76\u4eba\u5458\u5f80\u5f80\u66f4\u52a0\u91cd\u8981\u3002\u8fd9\u4e00\u6559\u80b2\u4f7f\u547d\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6280\u672f\u5c42\u9762\u7684\u8003\u8651\uff0c\u66f4\u662f\u4e00\u9879\u5c06\u5851\u9020 AI \u521b\u65b0\u672a\u6765\u7684\u6839\u672c\u6027\u4eba\u6587\u4f7f\u547d\u3002<\/section>\n<section><\/section>\n<section><strong>\u7ae0\u8282 1\uff1ao1 \u590d\u73b0\u7684\u4e00\u6761 \u201c\u6377\u5f84\u201d<\/strong><\/section>\n<section><\/section>\n<section><strong>o1 \u6280\u672f\u7684\u56de\u987e<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-01a48e33d01ac3c34e8a6e6f0d6c6f83.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-01a48e33d01ac3c34e8a6e6f0d6c6f83.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 o1-Journey (Part1) \u4e2d\u63a2\u7d22\u7684\u6280\u672f\u8def\u7ebf\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u65e9\u5728\u4e00\u4e2a\u591a\u6708\u524d\u7684 o1-Journey (Part1) \u4e2d\u5df2\u7ecf\u63d0\u51fa\u4e86\u4e00\u79cd\u7ed3\u5408\u6811\u641c\u7d22\u6784\u5efa\u957f\u601d\u7ef4\u94fe\u6570\u636e\u7684\u65b9\u5f0f\uff0c\u5e76\u53d6\u5f97\u4e86\u4e00\u5b9a\u7684\u521d\u6b65\u6548\u679c\u3002\u5728\u6574\u4e2a\u6280\u672f\u8def\u7ebf\u4e2d\uff0c\u6700\u4e3a\u5173\u952e\u7684\u4e00\u4e2a\u73af\u8282\u662f\u5982\u4f55\u6784\u5efa\u957f\u601d\u7ef4\u94fe\u6570\u636e\uff0c\u8fd9\u79cd\u957f\u601d\u7ef4\u6570\u636e\u9700\u8981\u4f53\u73b0 \u201c\u6df1\u5ea6\u201d \u7684\u601d\u8003\uff0c\u5305\u542b\u53cd\u601d\u3001\u7ea0\u9519\u548c\u56de\u6eaf\u6b65\u9aa4\u3002\u867d\u7136\u6811\u641c\u7d22\u662f\u6700\u6709\u6548\u7684\u65b9\u6cd5\u4e4b\u4e00\uff0c\u4f46\u5b83\u53ef\u80fd\u4f1a\u8017\u8d39\u5927\u91cf\u8ba1\u7b97\u8d44\u6e90\u548c\u65f6\u95f4\u3002\u9664\u4e86\u6811\u641c\u7d22\u4e4b\u5916\uff0c\u5408\u6210\u957f\u63a8\u7406\u94fe\u7684\u5176\u4ed6\u66ff\u4ee3\u65b9\u6cd5\u5982\u4e0b\u56fe\u6240\u793a\u3002\u8fd9\u4e9b\u65b9\u6cd5\u5728\u8ba1\u7b97\u6548\u7387\u548c\u63a8\u7406\u5b8c\u6574\u6027\u4e4b\u95f4\u63d0\u4f9b\u4e86\u4e0d\u540c\u7684\u6743\u8861\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-90d6c293ef90f6899d2e7b5c08fac79e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-90d6c293ef90f6899d2e7b5c08fac79e.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u5404\u79cd\u5408\u6210\u957f\u601d\u7ef4\u6570\u636e\u7684\u65b9\u6cd5\uff08\u6309\u7167\u4ee3\u4ef7\u4ece\u5c0f\u5230\u5927\uff09\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5b8c\u6574\u7684\u4eba\u7c7b\u601d\u7ef4\u8fc7\u7a0b\u6807\u6ce8\uff08\u4ee3\u4ef7\u6700\u9ad8\uff09<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u4eba\u7c7b\u89e3\u51b3\u95ee\u9898\u5f88\u5c11\u9075\u5faa\u4e00\u6761\u901a\u5411\u6210\u529f\u6216\u5931\u8d25\u7684\u7ebf\u6027\u8def\u5f84\u3002\u76f8\u53cd\uff0c\u4eba\u4eec\u5728\u9047\u5230\u969c\u788d\u65f6\u4f1a\u7ecf\u5e38\u505c\u4e0b\u6765\u53cd\u601d\u3001\u56de\u6eaf\u5e76\u4fee\u6539\u4ed6\u4eec\u7684\u65b9\u6cd5\u3002\u8fd9\u4e2a\u81ea\u7136\u8fc7\u7a0b\u53cd\u6620\u4e86\u957f\u601d\u7ef4\u7684\u7279\u5f81\u3002\u901a\u8fc7\u8be6\u7ec6\u8bb0\u5f55\u4eba\u7c7b\u5982\u4f55\u89e3\u51b3\u95ee\u9898\uff0c\u6211\u4eec\u53ef\u4ee5\u751f\u6210\u771f\u5b9e\u7684\u957f\u601d\u7ef4\u8bad\u7ec3\u6570\u636e\u3002\u4f46\u662f\u8fd9\u79cd\u65b9\u5f0f\u9700\u8981\u4f9d\u8d56\u5927\u91cf\u6781\u9ad8\u8d28\u91cf\u7684\u4eba\u5de5\u6807\u6ce8\uff0c\u5e76\u4e14\u968f\u7740\u95ee\u9898\u96be\u5ea6\u7684\u5347\u7ea7\uff0c\u6807\u6ce8\u7684\u96be\u5ea6\u4e5f\u4f1a\u5927\u5e45\u4e0a\u5347\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u591a\u667a\u80fd\u4f53\u65b9\u6cd5<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u4e0e\u7b56\u7565\u6a21\u578b\u4e0d\u76f4\u63a5\u5bf9\u53cd\u9988\u4f5c\u51fa\u53cd\u5e94\u7684\u5386\u7a0b\u5b66\u4e60 (Journey Learning) \u4e0d\u540c\uff0c\u6211\u4eec\u53ef\u4ee5\u8ba9\u591a\u4e2a\u667a\u80fd\u4f53\u53c2\u4e0e\u63a2\u7d22\u8fc7\u7a0b\uff0c\u6307\u5bfc\u5b83\u4eec\u626e\u6f14\u4e0d\u540c\u7684\u89d2\u8272\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u4ee5\u6784\u5efa\u4e00\u4e2a\u591a\u667a\u80fd\u4f53\u8fa9\u8bba\u7cfb\u7edf\uff0c\u5176\u4e2d\u7b56\u7565\u6a21\u578b\u751f\u6210\u6301\u7eed\u7684\u63a8\u7406\uff0c\u800c\u8bc4\u5224\u6a21\u578b\u5219\u8bc4\u4f30\u662f\u7ee7\u7eed\u8fd8\u662f\u56de\u6eaf\u3002\u5f53\u627e\u5230\u89e3\u51b3\u65b9\u6848\u65f6\uff0c\u8fd9\u79cd\u4ea4\u4e92\u8fc7\u7a0b\u81ea\u7136\u4f1a\u4ea7\u751f\u957f\u601d\u7ef4\u8bad\u7ec3\u6570\u636e\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u4ece\u9ad8\u7ea7\u6a21\u578b\u84b8\u998f<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u50cf o1 \u7cfb\u5217\u8fd9\u6837\u5f3a\u5927\u7684\u6a21\u578b\u5c55\u793a\u51fa\u5f3a\u5927\u7684\u53cd\u601d\u548c\u81ea\u6211\u7ea0\u6b63\u80fd\u529b\u3002\u4f7f\u7528\u66f4\u5f3a\u5927\u7684\u6a21\u578b\u6765\u6307\u5bfc\u8f83\u5f31\u6a21\u578b\u7684\u5e38\u89c1\u505a\u6cd5\uff0c\u662f\u4e00\u79cd\u7b80\u5355\uff0c\u4e0d\u9700\u8981\u8bbe\u8ba1\u590d\u6742\u6280\u672f\u8def\u7ebf\u7684\u65b9\u6cd5\u3002\u7136\u800c\uff0c\u7531\u4e8e o1 \u9650\u5236\u4e86\u5bf9\u5176\u5185\u90e8\u601d\u7ef4\u8fc7\u7a0b\u7684\u8bbf\u95ee\uff0c\u56e0\u6b64\u9700\u8981\u8c28\u614e\u7684\u63d0\u793a\u8bcd\u8bbe\u8ba1\u3002<\/section>\n<section><\/section>\n<section><strong>\u84b8\u998f\u7684\u6280\u672f\u8def\u7ebf<\/strong><\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u683c\u5f0f\u5bf9\u9f50<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u56e2\u961f\u9009\u7528\u4e86 Qwen-2.5-Math-72B \u4f5c\u4e3a\u57fa\u5ea7\u6a21\u578b\uff0c\u5728\u5b9e\u9645\u8fdb\u884c\u84b8\u998f\u4e4b\u524d\uff0c\u7814\u7a76\u56e2\u961f\u9996\u5148\u5728\u8fd9\u4e2a\u6a21\u578b\u4e0a\u9762\u8fdb\u884c\u4e86 \u201c\u683c\u5f0f\u5316\u5bf9\u9f50\u201d(Reformatted Alignment)\u3002\u56e2\u961f\u4ece\u5f00\u6e90\u6570\u636e\u96c6 NuminaMath-CoT \u4e0a\u9009\u53d6\u4e86\u4e00\u90e8\u5206\u5965\u6797\u5339\u514b\u7ea7\u522b\u7684\u95ee\u9898\u4f5c\u4e3a\u8d77\u70b9\uff0c\u5e76\u5e94\u7528\u4e86\u4e00\u4e2a\u8fc7\u6ee4\u6d41\u7a0b\u6765\u4f18\u5316\u6570\u636e\u96c6\uff1a\u8bbe\u8ba1\u89c4\u5219\u79fb\u9664\u4e86\u4f9d\u8d56\u56fe\u50cf\u7684\u95ee\u9898\u3001\u7f3a\u4e4f\u660e\u786e\u6807\u6ce8\u7b54\u6848\u7684\u95ee\u9898\u4ee5\u53ca\u6240\u6709\u8bc1\u660e\u9898\uff0c\u4ec5\u4fdd\u7559\u7b54\u6848\u7c7b\u578b\u4e3a\u6570\u503c\u7684\u95ee\u9898\u3002\u4e3a\u4e86\u8fdb\u4e00\u6b65\u589e\u5f3a\u6570\u636e\u96c6\uff0c\u5229\u7528 GPT-4o-mini \u91cd\u5199\u539f\u59cb\u89e3\u7b54\u3002\u91cd\u5199\u8fc7\u7a0b\u9075\u5faa\u7279\u5b9a\u7684\u6807\u51c6\uff0c\u786e\u4fdd\u89e3\u7b54\u7684\u6b65\u9aa4\u662f\u7ec6\u7c92\u5ea6\u7684\u3001\u9ad8\u5ea6\u8be6\u7ec6\u7684\uff0c\u5e76\u4e14\u7bc7\u5e45\u66f4\u957f\u3002\u8fd9\u4e00\u6b65\u9aa4\u8fd8\u89c4\u8303\u5316\u4e86\u8f93\u51fa\u683c\u5f0f\uff0c\u8981\u6c42\u4f7f\u7528 boxed {} \u660e\u786e\u8868\u793a\u6700\u7ec8\u7b54\u6848\uff0c\u4ee5\u7b26\u5408\u957f\u601d\u7ef4\u683c\u5f0f\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u84b8\u998f\uff1a\u901a\u8fc7\u4f7f\u7528 OpenAI o1 \u8fdb\u884c\u957f\u601d\u7ef4\u94fe\u7684\u5408\u6210\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c<\/strong><\/section>\n<section><\/section>\n<section><strong>\u8bc4\u4f30\u6807\u51c6<\/strong><\/section>\n<section><\/section>\n<section>\u4e0e\u4f7f\u7528 Pass@k\u3001Maj@k \u6216 RM@k \u7b49\u4f20\u7edf\u8bc4\u4f30\u6307\u6807\u4e0d\u540c\uff0c\u6211\u4eec\u5f15\u5165\u4e86\u4e00\u4e2a\u65b0\u6307\u6807\uff0c\u65e8\u5728\u8bc4\u4f30\u6a21\u578b\u5728\u4e0d\u540c\u8ba1\u7b97\u4ee3\u4ef7\u573a\u666f\u4e0b\u7684\u8868\u73b0\u3002\u8fd9\u79cd\u65b0\u65b9\u6cd5\u53cd\u6620\u4e86 \u201c\u63a8\u7406\u65f6\u6269\u5c55\u201d(inference-time scaling) \u7684\u771f\u5b9e\u60c5\u51b5\uff0c\u5728\u8861\u91cf\u5927\u6a21\u578b\u7684\u6709\u6548\u6027\u548c\u6548\u7387\u65b9\u9762\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\u3002\u5728 \u201c\u63a8\u7406\u65f6\u6269\u5c55\u201d \u65f6\u4ee3\uff0c\u50cf OpenAI \u7684 o1 \u7cfb\u5217\u8fd9\u6837\u7684\u6a21\u578b\u5df2\u7ecf\u8bc1\u660e\uff0c\u6027\u80fd\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u8bad\u7ec3\u65f6\u7684\u8ba1\u7b97\u91cf\uff0c\u8fd8\u663e\u8457\u53d7\u5230\u63a8\u7406\u8fc7\u7a0b\u4e2d &#8220;\u601d\u8003&#8221; \u65f6\u95f4\u7684\u5f71\u54cd\u3002\u8fd9\u79cd\u8f6c\u53d8\u9700\u8981\u4e00\u4e2a\u66f4\u7ec6\u81f4\u7684\u8bc4\u4f30\u6307\u6807\uff0c\u4ee5\u8003\u8651\u8ba1\u7b97\u6210\u672c\u548c\u6027\u80fd\u4e4b\u95f4\u7684\u6743\u8861\u3002\u56e2\u961f\u63d0\u51fa\u7684\u6307\u6807\u901a\u8fc7\u6d4b\u91cf\u6a21\u578b\u5728\u7279\u5b9a\u7684 benchmark \u4e0a\uff0c\u5728\u4e00\u5b9a\u7684\u5e73\u5747\u8f93\u51fa Token \u4e0b\uff0c\u83b7\u5f97\u7684\u51c6\u786e\u7387\uff0c\u53cd\u6620\u8fd9\u79cd \u201c\u63a8\u7406\u65f6\u6269\u5c55\u201d \u7684\u6a21\u5f0f\u3002\u6b64\u5916\uff0c\u8fd9\u4e2a\u6307\u6807\u672c\u8d28\u4e0a\u662f\u53ef\u6269\u5c55\u7684\u3002\u5728\u8bc4\u4f30\u9009\u53d6\u7684\u5e73\u5747 Token \u6bd4\u5355\u6b21\u6a21\u578b\u8f93\u51fa Token \u6570\u66f4\u9ad8\u7684\u573a\u666f\u4e2d\uff0c\u91c7\u7528 Maj@k \u6307\u6807\u6765\u8fd1\u4f3c\u6a21\u578b\u7684\u6027\u80fd\u3002\u6ce8\u610f\uff0c\u6574\u4e2a\u8fc7\u7a0b\u65e0\u9700\u4f7f\u7528\u4efb\u4f55\u989d\u5916\u7684\u5956\u52b1\u6a21\u578b\u3002\u901a\u8fc7\u91c7\u7528\u8fd9\u79cd\u65b9\u6cd5\uff0c\u6211\u4eec\u786e\u4fdd\u4e86\u4e00\u4e2a\u53ef\u6269\u5c55\u4e14\u516c\u5e73\u7684\u8bc4\u4f30\u6846\u67b6\uff0c\u80fd\u591f\u6355\u6349\u6a21\u578b\u5728\u4e0d\u540c\u63a8\u7406\u65f6\u95f4\u8ba1\u7b97\u8bbe\u7f6e\u4e0b\u7684\u8868\u73b0\u3002\u8fd9\u79cd\u65b9\u6cd5\u907f\u514d\u4e86\u4eba\u4e3a\u7ea6\u675f\uff0c\u5e76\u5141\u8bb8\u8fdb\u884c\u6709\u610f\u4e49\u7684\u6bd4\u8f83\uff0c\u800c\u65e0\u9700\u4f9d\u8d56\u5916\u90e8\u5956\u52b1\u4fe1\u53f7\uff0c\u4ec5\u4e13\u6ce8\u4e8e\u6a21\u578b\u7684\u5185\u5728\u63a8\u7406\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section><strong>\u7ed3\u679c<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b75e5674d1aedf01ee7211f0308d51d6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b75e5674d1aedf01ee7211f0308d51d6.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u4f7f\u7528\u84b8\u998f\u6570\u636e SFT \u540e\u7684\u6a21\u578b\u5728 AIME2024 \u548c MATH500 \u4e24\u4e2a benchmark \u4e0a\u4e0e o1 \u7cfb\u5217\u6a21\u578b\u5728\u4e00\u5b9a\u201c\u63a8\u7406\u4ee3\u4ef7\u201d\u7684\u8868\u73b0\u6bd4\u8f83\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u7ed3\u679c\u8868\u73b0\uff0c\u5728\u76f8\u4f3c\u7684 \u201c\u63a8\u7406\u8ba1\u7b97\u4ee3\u4ef7\u201d\uff08\u5373\u5728\u5bf9\u5e94 benchmark \u7684\u5e73\u5747\u8f93\u51fa token \u7c7b\u4f3c\u7684\u60c5\u5f62\u4e0b\uff09\uff0c\u91c7\u7528\u84b8\u998f\u6280\u672f\u5f97\u5230\u7684\u6a21\u578b\u5177\u6709\u51fa\u8272\u7684\u8868\u73b0\uff0c\u5728 AIME2024 \u4e0a\u8d85\u8fc7\u4e86 o1-preview \u7684\u8868\u73b0\u3002<\/section>\n<section><\/section>\n<section><strong>\u7ae0\u8282 2\uff1a\u590d\u6742\u63a8\u7406\u4ee5\u5916\u7684\u80fd\u529b<\/strong><\/section>\n<section><\/section>\n<section>\u9664\u4e86\u5728\u63a8\u7406\u573a\u666f\u4e0b\uff0c\u5bf9\u84b8\u998f\u6280\u672f\u5f97\u5230\u7684\u6a21\u578b\u8fdb\u884c\u6027\u80fd\u7684\u63a2\u7a76\u4e4b\u5916\uff0c\u56e2\u961f\u8fd8\u6d89\u8db3\u8bb8\u591a\u5176\u4ed6\u89d2\u5ea6\u7684\u95ee\u9898\uff0c\u4f8b\u5982\u5b89\u5168\u3001\u5e7b\u89c9\uff0c\u4ee5\u53ca\u5728\u66f4\u52a0\u901a\u7528\u573a\u666f\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002\u4e3a\u4e86\u7814\u7a76\u6a21\u578b\u5728\u4e0d\u540c\u9886\u57df\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u6211\u4eec\u9996\u5148\u6784\u5efa\u4e86\u4e00\u4e2a\u591a\u6837\u5316\u7684\u53cc\u8bed\u6570\u636e\u96c6\u3002\u4ece\u6211\u4eec\u7684\u84b8\u998f o1 \u6a21\u578b\u8f93\u51fa\u4e2d\uff0c\u6211\u4eec\u7cbe\u5fc3\u9009\u62e9\u4e86\u5927\u7ea6 5,000 \u4e2a\u5305\u542b\u56de\u6eaf\u601d\u7ef4\u548c\u81ea\u6211\u53cd\u601d\u7684\u9ad8\u8d28\u91cf\u6837\u672c\u3002\u8fd9\u4e9b\u6837\u672c\u968f\u540e\u4f7f\u7528 GPT-4o mini \u6a21\u578b\u7ffb\u8bd1\u6210\u4e2d\u6587\uff0c\u5f62\u6210\u4e86\u4e00\u4e2a\u6570\u91cf\u5747\u8861\u7684\u53cc\u8bed\u6570\u636e\u96c6\u3002\u6700\u7ec8\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u5305\u542b 10,750 \u5bf9\u4e2d\u82f1\u6df7\u5408\u6837\u672c\u5bf9\u3002\u7136\u540e\uff0c\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u7cbe\u9009\u6570\u636e\u96c6\u5bf9 Qwen2.5-72B-Instruct \u6a21\u578b\u8fdb\u884c\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\uff0c\u4ece\u800c\u83b7\u5f97\u6211\u4eec\u7684\u6700\u7ec8\u6a21\u578b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-fd04d8001a8798bea868223bf3194f23.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-fd04d8001a8798bea868223bf3194f23.png\"><\/a><\/section>\n<section><em><sup>\u57fa\u4e8e Qwen2.5-72B-Instruct\uff0c\u7ecf\u8fc7 o1-mini distill \u7684\u6570\u636e SFT \u524d\u540e\uff0c\u6a21\u578b\u5728\u5b89\u5168\u6027\u3001\u5e7b\u89c9\uff08\u4e8b\u5b9e\u51c6\u786e\u6027\uff09\u3001\u4ee5\u53ca\u4e00\u4e9b\u901a\u7528\u573a\u666f\u4efb\u52a1\u4e0b\u7684\u8868\u73b0\u6027\u80fd\u5bf9\u6bd4\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u5b89\u5168\u6027<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u5168\u9762\u8bc4\u4f30\u6a21\u578b\u5b89\u5168\u6027\u65b9\u9762\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u56e2\u961f\u6784\u5efa\u4e86\u4e00\u4e2a\u7531 600 \u4e2a\u95ee\u9898\u7ec4\u6210\u7684\u591a\u6837\u5316\u6d4b\u8bd5\u96c6\uff0c\u8fd9\u4e9b\u95ee\u9898\u662f\u4ece\u4e09\u4e2a\u5df2\u5efa\u7acb\u7684\u5b89\u5168\u8bc4\u4f30\u6570\u636e\u96c6\u4e2d\u7cbe\u5fc3\u9009\u62e9\u7684\uff1aFlames\u3001DiaSafety \u548c WildSafety\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u4ece\u6bcf\u4e2a\u6570\u636e\u96c6\u4e2d\u63d0\u53d6 200 \u4e2a\u95ee\u9898\uff0c\u4ee5\u786e\u4fdd\u5728\u4e0d\u540c\u5b89\u5168\u573a\u666f\u4e2d\u7684\u5e73\u8861\u4ee3\u8868\u6027\u3002\u6211\u4eec\u4f7f\u7528 Safety-J \u6765\u8bc4\u4f30\u539f\u59cb\u6a21\u578b\u548c\u5fae\u8c03\u6a21\u578b\u7684\u54cd\u5e94\u3002\u8bc4\u4f30\u7ed3\u679c\u63ed\u793a\u4e86\u6a21\u578b\u5728\u5b89\u5168\u6027\u5f71\u54cd\u4e0a\u7684\u6709\u8da3\u73b0\u8c61\uff1a\u867d\u7136\u5728 Flames \u4e0a\u7684\u8868\u73b0\u7565\u6709\u63d0\u5347\uff08\u4ece 91% \u63d0\u9ad8\u5230 92.5%\uff09\uff0c\u5728 DiaSafety \u4e0a\u4fdd\u6301\u7a33\u5b9a\uff08100%\uff09\uff0c\u4f46\u5728 WildSafety \u4e0a\u51fa\u73b0\u4e86\u660e\u663e\u7684\u4e0b\u964d\uff08\u4ece 92% \u964d\u81f3 86.5%\uff09\u3002\u8fd9\u79cd\u5b89\u5168\u6027\u6307\u6807\u7684\u8f7b\u5fae\u4e0b\u964d\u51f8\u663e\u4e86\u4e00\u4e2a\u5173\u952e\u53d1\u73b0\uff1a\u5373\u4f7f\u4f7f\u7528\u4ee5\u56de\u987e\u548c\u53cd\u601d\u4e3a\u91cd\u70b9\u7684\u9ad8\u8d28\u91cf o1 \u7c7b\u8bad\u7ec3\u6570\u636e\uff0c\u5982\u679c\u8bad\u7ec3\u6570\u636e\u7f3a\u4e4f\u660e\u786e\u7684\u5b89\u5168\u6027\u5bf9\u9f50\uff0c\u6a21\u578b\u7684\u5b89\u5168\u6027\u8868\u73b0\u4e5f\u53ef\u80fd\u51fa\u73b0\u9000\u5316\u3002<\/section>\n<section><\/section>\n<section><strong>\u5e7b\u89c9\uff08\u4e8b\u5b9e\u51c6\u786e\u6027\uff09<\/strong><\/section>\n<section><\/section>\n<section>\u56e2\u961f\u8fd8\u8bc4\u4f30\u4e86\u6a21\u578b\u5728\u5229\u7528 o1 \u84b8\u998f\u7684\u6570\u636e SFT \u524d\u540e\u7684\u4e8b\u5b9e\u51c6\u786e\u6027\u3002\u56e2\u961f\u4f7f\u7528\u4e86\u6765\u81ea SimpleQA\u3001ChineseSimpleQA \u548c ChineseFactEval \u7684\u6570\u636e\u96c6\u3002\u8fd9\u4e9b\u6570\u636e\u96c6\u5305\u542b\u4e2d\u6587\u548c\u82f1\u6587\u7684\u57fa\u4e8e\u77e5\u8bc6\u7684\u95ee\u9898\uff0c\u7528\u4e8e\u9a8c\u8bc1\u6a21\u578b\u7684\u4e8b\u5b9e\u51c6\u786e\u6027\u3002ChineseFactEval \u6570\u636e\u96c6\u5305\u542b\u4e24\u4e2a\u5b50\u96c6\uff1a\u901a\u7528\u95ee\u7b54\u548c\u5949\u627f\u6027\u95ee\u7b54\u3002\u5949\u627f\u6027\u95ee\u7b54\u5b50\u96c6\u5728\u63d0\u793a\u4e2d\u5305\u542b\u8bef\u5bfc\u6027\u7b54\u6848\uff0c\u4ee5\u6d4b\u8bd5\u6a21\u578b\u7684\u5949\u627f\u503e\u5411\uff0c\u800c\u901a\u7528\u95ee\u7b54\u5b50\u96c6\u5219\u91c7\u7528\u7c7b\u4f3c SimpleQA \u7684\u683c\u5f0f\u3002\u8fd9\u4e9b\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u95ee\u9898\u90fd\u9700\u8981\u53ef\u9a8c\u8bc1\u7684\u7b80\u77ed\u7b54\u6848\u3002\u6211\u4eec\u4f7f\u7528 GPT-4o \u8bc4\u4f30\u6a21\u578b\u54cd\u5e94\u4e0e\u6807\u51c6\u7b54\u6848\u7684\u5339\u914d\u7a0b\u5ea6\uff0c\u4ee5\u83b7\u5f97\u66f4\u7a33\u5065\u7684\u7b54\u6848\u5339\u914d\u7ed3\u679c\u3002<\/section>\n<section><\/section>\n<section>\u7ed3\u679c\u8868\u660e\uff0c\u7ecf\u8fc7 o1 \u84b8\u998f\u5f97\u5230\u7684\u6570\u636e SFT \u540e\u7684\u6a21\u578b\u5728\u4e8b\u5b9e\u51c6\u786e\u6027\u65b9\u9762\u6ca1\u6709\u663e\u793a\u51fa\u663e\u8457\u6539\u8fdb\u3002\u8fd9\u4e3b\u8981\u662f\u56e0\u4e3a\u66f4\u957f\u7684\u63a8\u7406\u94fe\u5bfc\u81f4\u4e86\u989d\u5916\u7684\u5e7b\u89c9 \u2014\u2014 \u5c24\u5176\u662f\u6a21\u578b\u8bd5\u56fe\u5047\u88c5\u4f7f\u7528\u641c\u7d22\u5f15\u64ce\u5e76\u865a\u6784\u641c\u7d22\u7ed3\u679c\u7684\u73b0\u8c61\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u5c1d\u8bd5\u4f7f\u7528\u641c\u7d22\u5f15\u64ce\u7684\u884c\u4e3a\u6697\u793a\u4e86\u4e00\u4e2a\u6709\u524d\u9014\u7684\u65b9\u5411\uff0c\u6211\u4eec\u8ba4\u4e3a\u4e3a\u6a21\u578b\u63d0\u4f9b\u5b9e\u9645\u7684\u7f51\u7edc\u8bbf\u95ee\u80fd\u529b\u5c06\u663e\u8457\u63d0\u9ad8\u5176\u4e8b\u5b9e\u51c6\u786e\u6027\u3002\u6b64\u5916\uff0cSFT \u540e\u6a21\u578b\u589e\u5f3a\u7684\u63a8\u7406\u94fe\u63d0\u4f9b\u4e86\u8be6\u7ec6\u7684\u5206\u6790\u548c\u81ea\u6211\u53cd\u601d\u80fd\u529b\uff0c\u8fd9\u53ef\u80fd\u6709\u52a9\u4e8e\u9632\u6b62\u5e7b\u89c9\u7684\u4ea7\u751f\u3002\u6211\u4eec\u8fd8\u53d1\u73b0\uff0c\u7ecf\u8fc7 SFT \u540e\uff0c\u6a21\u578b\u5bf9\u5949\u627f\u7684\u6613\u611f\u6027\u7565\u6709\u964d\u4f4e\u3002\u8fd9\u79cd\u6539\u8fdb\u53ef\u4ee5\u5f52\u56e0\u4e8e\u81ea\u6211\u53cd\u601d\u8fc7\u7a0b\uff0c\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u6a21\u578b\u80fd\u591f\u8fa8\u522b\u5e76\u6df1\u5165\u601d\u8003\u63d0\u793a\u4e2d\u5448\u73b0\u7684\u4e0d\u5408\u7406\u5047\u8bbe\uff0c\u800c\u4e0d\u662f\u4e0d\u52a0\u8d28\u7591\u5730\u63a5\u53d7\u5b83\u4eec\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-2a139b5234b087afec3b303376f9cd4d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-2a139b5234b087afec3b303376f9cd4d.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u4f8b1\uff1a\u53cd\u601d\u548c\u6df1\u5ea6\u601d\u8003\u7f13\u89e3\u56de\u7b54\u7684\u5e7b\u89c9<\/sup><\/em><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-61ad5eeafe219d50153462c822dd3efa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-61ad5eeafe219d50153462c822dd3efa.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u4f8b2\uff1a\u53cd\u601d\u548c\u6df1\u5ea6\u601d\u8003\u7f13\u89e3\u56de\u7b54\u7684\u5e7b\u89c9<\/sup><\/em><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-bc64e44dea1d3a9ab5c7c0610ece98a8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-bc64e44dea1d3a9ab5c7c0610ece98a8.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u4f8b3\uff1a\u53cd\u601d\u548c\u6df1\u5ea6\u601d\u8003\u7f13\u89e3\u56de\u7b54\u7684\u5e7b\u89c9<\/sup><\/em><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-fc59bc319465743f5a9f5366030887d0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-fc59bc319465743f5a9f5366030887d0.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u4f8b4\uff1a\u53cd\u601d\u548c\u6df1\u5ea6\u601d\u8003\u68c0\u6d4b\u9519\u8bef\u7684\u5047\u8bbe<\/sup><\/em><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a4c6ba9014c75639895e78dbe0260105.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a4c6ba9014c75639895e78dbe0260105.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u4f8b5\uff1a\u53cd\u601d\u548c\u6df1\u5ea6\u601d\u8003\u7f13\u89e3\u56de\u7b54\u7684\u5e7b\u89c9<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u901a\u7528\u573a\u666f\u4efb\u52a1<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u8bc4\u4f30\u6211\u4eec\u6a21\u578b\u5728\u901a\u7528\u573a\u666f\u4e2d\u7684\u8868\u73b0\uff0c\u6211\u4eec\u4ece Auto-J \u548c LIMA \u6570\u636e\u96c6\u4e2d\u5404\u62bd\u53d6 50 \u4e2a\u67e5\u8be2\uff0c\u7ec4\u6210\u4e86\u4e00\u4e2a\u5305\u542b 100 \u4e2a\u67e5\u8be2\u7684\u6d4b\u8bd5\u96c6\uff0c\u5e76\u901a\u8fc7\u4eba\u5de5\u8c03\u6574\uff0c\u7279\u522b\u805a\u7126\u4e8e\u957f\u671f\u89c4\u5212\u4efb\u52a1\uff0c\u5e76\u8bf7\u4e09\u4f4d\u9886\u57df\u4e13\u5bb6\u5bf9\u6a21\u578b\u7684\u8f93\u51fa\u8d28\u91cf\u8fdb\u884c 0-100 \u5206\u7684\u8bc4\u4f30\u3002\u8bc4\u4f30\u7ed3\u679c\u663e\u793a\u5728\u7ecf\u8fc7 o1 \u84b8\u998f\u6570\u636e\u5fae\u8c03\u540e\uff0c\u6a21\u578b\u7684\u8868\u73b0\u6709\u663e\u8457\u6539\u8fdb\u3002\u5728 Auto-J \u67e5\u8be2\u4e0a\u7684\u5f97\u5206\u4ece 81.6% \u63d0\u5347\u81f3 88%\uff0c\u5728 LIMA \u67e5\u8be2\u4e0a\u4ece 77.2% \u63d0\u5347\u81f3 87.2%\u3002\u8fd9\u79cd\u6027\u80fd\u63d0\u5347\u8868\u660e\uff0c\u6211\u4eec\u7684\u5fae\u8c03\u65b9\u6cd5\u4e0d\u4ec5\u6539\u5584\u4e86\u53cc\u8bed\u5bf9\u8bdd\u80fd\u529b\uff0c\u8fd8\u589e\u5f3a\u4e86\u6a21\u578b\u5904\u7406\u4e00\u822c\u4efb\u52a1\u7684\u80fd\u529b\uff0c\u7279\u522b\u662f\u5728\u9700\u8981\u957f\u671f\u89c4\u5212\u548c\u7ed3\u6784\u5316\u601d\u7ef4\u7684\u573a\u666f\u4e2d\u3002<\/section>\n<section><\/section>\n<section><strong>\u7ae0\u8282 3\uff1a\u5bf9\u5de5\u4f5c\u900f\u660e\u5ea6\u7684\u8bc4\u5206\u4f53\u7cfb<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u7cfb\u7edf\u5730\u8bc4\u4f30\u548c\u6bd4\u8f83\u5404\u79cd\u5c1d\u8bd5 o1 \u590d\u73b0\u7684\u5de5\u4f5c\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u57fa\u4e8e\u900f\u660e\u5ea6\u7684\u8bc4\u4ef7\u4f53\u7cfb\uff0c\u8fd9\u662f\u4e00\u4e2a\u5168\u9762\u7684\u6846\u67b6\uff0c\u7528\u4e8e\u91cf\u5316\u5404\u4e2a\u5de5\u4f5c\u5b9e\u73b0\u7684\u900f\u660e\u5ea6\u548c\u53ef\u590d\u73b0\u6027\u3002\u8be5\u6846\u67b6\u65e8\u5728\u4e3a\u7814\u7a76\u754c\u63d0\u4f9b\u5ba2\u89c2\u6307\u6807\uff0c\u4e3b\u8981\u4ece\u900f\u660e\u5ea6\u89d2\u5ea6\u8bc4\u4f30 o1 \u590d\u73b0\u5de5\u4f5c\uff0c\u8fd9\u5305\u62ec\u51e0\u4e2a\u76f8\u4e92\u5173\u8054\u7684\u65b9\u9762\uff1a\u6570\u636e\u900f\u660e\u5ea6\uff0c\u6db5\u76d6\u4e0b\u6e38\u8fdb\u884c\u641c\u7d22\u6216\u540e\u8bad\u7ec3\u6240\u7528\u6570\u636e\u96c6\u7684\u900f\u660e\u6027\uff1b\u65b9\u6cd5\u900f\u660e\u5ea6\uff0c\u4f53\u73b0\u5728\u6240\u63cf\u8ff0\u6280\u672f\u3001\u6d41\u7a0b\u548c\u5b9e\u9a8c\u8bbe\u7f6e\u662f\u5426\u6e05\u6670\uff1b\u4ee5\u53ca\u8bc4\u4f30\u900f\u660e\u5ea6\uff0c\u8003\u8651\u6027\u80fd\u8bc4\u4f30\u7684\u53ef\u590d\u73b0\u6027\u548c\u5168\u9762\u6027\u3002\u6b64\u5916\uff0c\u8be5\u6846\u67b6\u8fd8\u8bc4\u4ef7\u4e86\u8d44\u6e90\u7684\u5f00\u6e90\u7a0b\u5ea6\uff0c\u5982\u4ee3\u7801\u3001\u6570\u636e\u96c6\u548c\u6a21\u578b\u662f\u5426\u5f00\u6e90\uff0c\u4ee5\u786e\u4fdd\u7814\u7a76\u754c\u80fd\u9a8c\u8bc1\u548c\u6709\u6548\u5229\u7528\u8fd9\u4e9b\u5de5\u4f5c\u3002\u8fd9\u79cd\u5168\u9762\u7684\u89c6\u89d2\u6355\u6349\u4e86\u590d\u73b0\u5de5\u4f5c\u4e2d\u900f\u660e\u5ea6\u7684\u591a\u9762\u6027\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u6570\u636e\u900f\u660e\u5ea6<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u8fd9\u4e00\u65b9\u9762\u8bc4\u4f30\u6570\u636e\u6765\u6e90\u662f\u5426\u660e\u786e\u5728\u6280\u672f\u62a5\u544a\u4e2d\u6307\u660e\uff0c\u5305\u62ec\u6240\u4f7f\u7528\u6570\u636e\u96c6\u53ca\u5176\u5404\u81ea\u6765\u6e90\u7684\u8be6\u7ec6\u63cf\u8ff0\u3002\u8fd9\u4e2a\u6570\u636e\u6d89\u53ca\u4e0b\u6e38\u4efb\u52a1\uff08\u5982\u76d1\u7763\u5fae\u8c03 (SFT)\u3001\u5f3a\u5316\u5b66\u4e60 (RL) \u6216\u641c\u7d22\u7b97\u6cd5\uff09\u4e2d\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e\u96c6\u3002\u6570\u636e\u7684\u900f\u660e\u5ea6\uff0c\u5bf9\u540e\u671f\u540e\u8bad\u7ec3\u3001\u641c\u7d22\u7b97\u6cd5\u3001\u5f3a\u5316\u5b66\u4e60\uff0c\u4ee5\u53ca\u6700\u91cd\u8981\u7684\u957f\u601d\u7ef4\u6570\u636e\u6784\u5efa\u9636\u6bb5\u8d77\u5230\u4e86\u975e\u5e38\u91cd\u8981\u7684\u5960\u57fa\u4f5c\u7528\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u65b9\u6cd5\u900f\u660e\u5ea6<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u65b9\u6cd5\u900f\u660e\u5ea6\u786e\u4fdd\u5bf9\u5de5\u4f5c\u4e2d\u91c7\u7528\u7684\u65b9\u6cd5\u3001\u6280\u672f\u548c\u6d41\u7a0b\u6709\u8db3\u591f\u8be6\u7ec6\u7684\u63cf\u8ff0\uff0c\u4ee5\u65b9\u4fbf\u5176\u4ed6\u7814\u7a76\u8005\u7684\u590d\u73b0\u548c\u9a8c\u8bc1\u3002\u672c\u90e8\u5206\u7684\u8bc4\u4f30\u7531\u591a\u4e2a\u90e8\u5206\u7ec4\u6210\uff0c\u4ece\u57fa\u7840\u6a21\u578b\u7684\u9009\u53d6\u3001\u4ecb\u7ecd\u5230\u8bad\u7ec3\u3001\u641c\u7d22\u3001\u5f3a\u5316\u5b66\u4e60\u548c\u6570\u636e\u5408\u6210\u65b9\u6cd5\u3002\u6b64\u5916\uff0c\u9664\u4e86\u8be6\u7ec6\u8bf4\u660e\u65b9\u6cd5\u5982\u4f55\u5b9e\u65bd\u5916\uff0c\u9a8c\u8bc1\u65b9\u6cd5\u672c\u8eab\u7684\u6709\u6548\u6027\u66f4\u4e3a\u91cd\u8981\u3002\u5168\u9762\u7684\u8bc4\u4f30\u5e94\u91cf\u5316\u5404\u4e2a\u6280\u672f\u5bf9\u6574\u4f53\u7cfb\u7edf\u6027\u80fd\u7684\u8d21\u732e\uff08\u4f8b\u5982\u8bbe\u8ba1\u6d88\u878d\u5b9e\u9a8c\u3001\u5bf9\u6bd4\u5b9e\u9a8c\uff09\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u5730\u62a5\u544a\u6700\u7ec8\u7ed3\u679c\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u8bc4\u4f30\u900f\u660e\u5ea6<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u8bc4\u4f30\u900f\u660e\u5ea6\u5305\u62ec\u65b9\u6cd5\u9009\u7528\u7684 benchmark \u6d4b\u8bd5\u96c6\u662f\u5426\u662f\u9886\u57df\u516c\u8ba4\u7684\uff0c\u5e76\u4e14\u5168\u9762\u516c\u5f00\u7684\uff1b\u6b64\u5916\uff0c\u91c7\u7528\u7684\u8bc4\u4f30\u6307\u6807\u662f\u5426\u6743\u5a01\uff0c\u5982\u679c\u7275\u6d89\u5230\u81ea\u5df1\u5b9a\u4e49\u7684\u8bc4\u4f30\u6307\u6807\u662f\u5426\u6709\u8be6\u7ec6\u4ecb\u7ecd\u5176\u5b9a\u4e49\u4ee5\u53ca\u53d1\u660e\u7684\u52a8\u673a\u3002\u540c\u65f6\uff0c\u5728\u6c47\u62a5\u7684 baseline \u4e2d\uff0c\u5f88\u91cd\u8981\u7684\u4e00\u70b9\u662f\u8bc4\u4f30\u6307\u6807\u7684\u5bf9\u9f50\uff0c\u5373\u5bf9\u4e0d\u540c\u7684\u6a21\u578b \/ \u65b9\u6cd5\u662f\u5426\u662f\u5728\u516c\u5e73\u3001\u4e00\u81f4\u7684\u5b9e\u9a8c\u73af\u5883\u4e0b\u8fdb\u884c\u8bc4\u6d4b\u7684\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u8d44\u6e90\u7684\u5f00\u6e90\u7a0b\u5ea6<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5f00\u6e90\u8d44\u6e90\u5728\u4fc3\u8fdb\u53ef\u91cd\u590d\u6027\u548c\u4f7f\u7814\u7a76\u793e\u533a\u80fd\u591f\u5efa\u7acb\u5728\u73b0\u6709\u5de5\u4f5c\u4e4b\u4e0a\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\u3002\u8fd9\u4e00\u90e8\u5206\u8bc4\u4f30\u6570\u636e\u96c6\u3001\u6a21\u578b\u3001\u4ee3\u7801\u548c\u6587\u6863\u7684\u53ef\u7528\u6027\u548c\u53ef\u8bbf\u95ee\u6027\uff0c\u8fd9\u4e9b\u5bf9\u4e8e\u72ec\u7acb\u9a8c\u8bc1\u548c\u8fdb\u4e00\u6b65\u5b9e\u9a8c\u81f3\u5173\u91cd\u8981\u3002<\/section>\n<section><\/section>\n<section>\u9488\u5bf9\u4ee5\u4e0a\u63d0\u5230\u7684\u79d1\u7814\u5de5\u4f5c\u900f\u660e\u6027\u7684\u8bc4\u4ef7\u89d2\u5ea6\uff0c\u7814\u7a76\u56e2\u961f\u7cbe\u5fc3\u8bbe\u8ba1\u4e86\u4e00\u5957\u8bc4\u5206\u673a\u5236\uff0c\u8fd9\u5957\u673a\u5236\u91cc\u6db5\u76d6\u4e86 25 \u4e2a\u662f \/ \u5426\u95ee\u9898\uff0c\u5e76\u7ed3\u5408\u6bcf\u4e2a\u95ee\u9898\u7684\u91cd\u8981\u6027\u8d4b\u4e88\u4e0d\u540c\u7684\u5206\u503c\uff0c\u6700\u540e\u5f97\u5230\u4e86\u4e00\u5957\u603b\u5206\u4e3a 100 \u5206\u7684\u8bc4\u4ef7\u4f53\u7cfb\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-efb5d6a388b8d6646e02db0418bf28e6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-efb5d6a388b8d6646e02db0418bf28e6.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u5bf9 o1 \u5404\u79cd\u590d\u73b0\u5de5\u4f5c\u7684\u8bc4\u4ef7\u4f53\u7cfb\uff0c\u5305\u542b\u4e86 25 \u4e2a Yes\/No \u95ee\u9898\uff0c\u603b\u5206\u4e3a 100 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\u00a0\u5404\u79cd o1 \u590d\u73b0\u5de5\u4f5c\u7684\u900f\u660e\u5ea6\u5f97\u5206 (\u622a\u81f3 2024.11.22 \u65e5\u7684\u7edf\u8ba1\uff09\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u4ece\u8bc4\u4f30\u7ed3\u679c\u53ef\u4ee5\u770b\u51fa\uff0c\u65e0\u8bba\u662f\u5de5\u4f5c\u5728\u5404\u4e2a\u7ef4\u5ea6\u7684\u900f\u660e\u5f00\u653e\u7a0b\u5ea6\uff0c\u8fd8\u662f\u5728\u8d44\u6e90\u7684\u5f00\u6e90\u65b9\u9762\uff0c\u56e2\u961f\u7cfb\u5217\u7684 o1-Journey \u5de5\u4f5c\u90fd\u5360\u636e\u4e86\u975e\u5e38\u5927\u7684\u4f18\u52bf\uff0c\u5373\u6709\u975e\u5e38\u5927\u7684\u900f\u660e\u6027\u3001\u5f00\u653e\u6027\u5c42\u9762\uff0c\u4ece\u800c\u5229\u4e8e\u7814\u7a76\u793e\u533a\u7684\u8fdb\u4e00\u6b65\u5229\u7528\u548c\u63a2\u7d22\u3002<\/section>\n<section><\/section>\n<section><strong>\u7ae0\u8282 4\uff1a\u201c\u84b8\u998f\u201d 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\u6280\u672f\u53ca\u5176\u7814\u7a76\u793e\u533a\u7684\u957f\u671f\u53d1\u5c55\u3002\u5728\u672c\u8282\u4e2d\uff0c\u56e2\u961f\u5c06\u63a2\u8ba8\u4f18\u5148\u9009\u62e9\u5bb9\u6613\u83b7\u80dc\u800c\u975e\u57fa\u7840\u521b\u65b0\u4ed8\u51fa\u7684\u771f\u5b9e\u4ee3\u4ef7\uff0c\u63ed\u793a\u51fa\u8fdc\u8d85\u7eaf\u6280\u672f\u5c42\u9762\u7684\u5f71\u54cd\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u8868\u9762\u5438\u5f15\u529b\uff1a\u4e4d\u4e00\u770b\uff0c\u84b8\u998f\u4f3c\u4e4e\u662f\u4e00\u79cd\u4f18\u96c5\u7684\u89e3\u51b3\u65b9\u6848\uff1a\u901a\u8fc7\u76f4\u63a5\u5b66\u4e60 o1 \u7684\u590d\u6742\u63a8\u7406\u6a21\u5f0f\uff0c\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u76f8\u5bf9\u7b80\u5355\u7684\u5b9e\u73b0\u65b9\u5f0f\u5feb\u901f\u83b7\u5f97\u663e\u8457\u7684\u6027\u80fd\u63d0\u5347\u3002\u8fd9\u79cd\u6613\u7528\u6027\u4f7f\u5176\u5f97\u5230\u4e86\u5e7f\u6cdb\u5e94\u7528\uff0c\u5c24\u5176\u662f\u5728\u90a3\u4e9b\u5e0c\u671b\u8fc5\u901f\u5c55\u793a\u63a5\u8fd1 o1 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