{"id":27310,"date":"2025-09-28T10:54:31","date_gmt":"2025-09-28T02:54:31","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=27310"},"modified":"2025-09-28T10:54:31","modified_gmt":"2025-09-28T02:54:31","slug":"%e5%88%9a%e5%88%9a%ef%bc%8c%e5%8c%97%e5%a4%a7360%e9%87%8c%e7%a8%8b%e7%a2%91%e5%bc%8f%e7%aa%81%e7%a0%b4%ef%bc%8132b%e5%ae%89%e5%85%a8%e5%88%86%e7%a2%be%e5%8e%8b%e5%8d%83%e4%ba%bf%e5%b7%a8%e5%85%bd","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/09\/28\/27310\/","title":{"rendered":"\u521a\u521a\uff0c\u5317\u5927&360\u91cc\u7a0b\u7891\u5f0f\u7a81\u7834\uff0132B\u5b89\u5168\u5206\u78be\u538b\u5343\u4ebf\u5de8\u517d"},"content":{"rendered":"
\u6253\u7834\u601d\u7ef4\u60ef\u6027\uff0c\u300c\u5c0f\u6a21\u578b\u300d\u4e5f\u80fd\u5b89\u5168\u53c8\u5f3a\u5927\uff01\u5317\u5927-360\u8054\u5408\u5b9e\u9a8c\u5ba4\u53d1\u5e03TinyR1-32B\u6a21\u578b\uff0c\u4ee5\u4ec520k\u6570\u636e\u7684\u5fae\u8c03\uff0c\u5b9e\u73b0\u4e86\u5b89\u5168\u6027\u80fd\u7684\u91cc\u7a0b\u7891\u5f0f\u7a81\u7834\uff0c\u5e76\u517c\u987e\u51fa\u8272\u7684\u63a8\u7406\u4e0e\u901a\u7528\u80fd\u529b\u3002<\/div>\n
\n
\n

2025\u5e749\u670823\u65e5\uff0c\u7531\u300c\u5317\u5927-360\u5927\u6a21\u578b\u8054\u5408\u5b9e\u9a8c\u5ba4\u300d<\/strong>\u7814\u53d1\u7684TinyR1-32B<\/strong>\u6a21\u578b\u6b63\u5f0f\u53d1\u5e03\u3002<\/p>\n

\u8fd1\u5e74\u6765\u5f00\u6e90\u5927\u6a21\u578b\u5c42\u51fa\u4e0d\u7a77\uff0c\u4f46\u5bf9\u300c\u5b89\u5168\u6027\u300d\u7684\u5173\u6ce8\u5374\u4e25\u91cd\u4e0d\u8db3\u3002<\/p>\n

\u5317\u5927-360\u8054\u5408\u5b9e\u9a8c\u5ba4\u805a\u7126\u4e8e\u5927\u6a21\u578b\u5b89\u5168\u65b9\u5411\uff0c\u4ee5\u6781\u9ad8\u7684\u5b89\u5168\u6027\u80fd<\/strong>\u548c\u8f7b\u91cf\u5316\u7684\u521b\u65b0\u8bbe\u8ba1<\/strong>\uff0c\u63a8\u51fa\u66f4\u5b89\u5168\u7684\u6a21\u578bTinyR1-32B\u3002<\/p>\n

\u5728\u5b89\u5168\u80fd\u529b\u4e0a\uff0cTinyR1-32B\u8d85\u540c\u7b49\u5c3a\u5bf8Qwen3-32B\u6a21\u578b25\u5206\uff0c\u4ee5\u53ca\u6700\u65b0\u7248DeepSeek-R1-0528 17\u5206\uff0c\u5728\u5f00\u6e90\u5927\u6a21\u578b\u8d5b\u9053\u4e0a\u5b9e\u73b0\u4e86\u91cc\u7a0b\u7891\u5f0f\u7a81\u7834\u3002<\/p>\n

\u5c0f\u6a21\u578b\u7684\u5927\u7a81\u7834<\/h4>\n

\u5c3d\u7ba1\u8be5\u6a21\u578b\u4ec5\u6709DeepSeek R1-0528\u76845%\u53c2\u6570\u91cf<\/strong>\uff0c\u5374\u5728\u591a\u4e2a\u6838\u5fc3\u4efb\u52a1\u4e0a\u5c55\u73b0\u51fa\u300c\u4ee5\u5c0f\u535a\u5927\u300d\u7684\u5b9e\u529b\u3002<\/p>\n

\u5176\u4e0d\u4ec5\u5728\u63a8\u7406\u80fd\u529b\u3001\u901a\u7528\u6307\u4ee4\u5bf9\u9f50\u65b9\u9762\u5747\u53d6\u5f97\u4ee4\u4eba\u610f\u60f3\u4e0d\u5230\u7684\u6210\u679c\uff0c\u90e8\u5206\u80fd\u529b\u5df2\u8d85\u8d8aDeepSeek R1-0528<\/strong>\u7b49\u8d85\u5927\u6a21\u578b\uff0c\u5e76\u5728\u540c\u53c2\u6570\u91cf\u7ea7\u7684 32B \u5f00\u6e90\u6a21\u578b\u4e2d\u8868\u73b0\u7a81\u51fa\uff0c\u66f4\u5728\u5b89\u5168\u5bf9\u9f50\u65b9\u9762\u53d6\u5f97\u4e86\u7a81\u7834\u6027\u8fdb\u5c55\uff0c\u4ee5\u78be\u538b\u6027\u4f18\u52bf\u529b\u62d4\u5934\u7b79\uff1a<\/p>\n

    \n
  • \u63a8\u7406\u80fd\u529b<\/strong>\uff1a\u5728\u6570\u5b66\u3001\u79d1\u5b66\u3001\u4ee3\u7801\u7b49\u4efb\u52a1\u4e0a\u5927\u5e45\u8d85\u8fc7Qwen3-32B<\/strong>\uff0c\u6574\u4f53\u63a8\u7406\u6027\u80fd\u8fbe\u5230DeepSeek R1-0528\u768493%<\/strong>\uff1b<\/li>\n
  • \u901a\u7528\u5bf9\u9f50<\/strong>\uff1a\u5728IFEval\u6d4b\u8bc4\u4e2d\u53d6\u5f9789.2\u5206<\/strong>\uff0c\u663e\u8457\u9ad8\u4e8eDeepSeek R1-0528\u768480.9\u5206<\/strong>\uff1b<\/li>\n
  • \u5b89\u5168\u5bf9\u9f50<\/strong>\uff1aConstructive Safety\u5f97\u5206\u63a5\u8fd190\u5206<\/strong>\uff0c\u8fdc\u8d85DeepSeek R1-0528\u53ca\u5176\u4ed6\u6a21\u578b\u3002<\/li>\n<\/ul>\n

    \u66f4\u4ee4\u4eba\u60ca\u8bb6\u7684\u662f\uff0c\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0cTinyR1-32B\u4ec5\u4f7f\u752820k\u6761\u6570\u636e<\/strong>\u8fdb\u884cSFT\u5fae\u8c03\uff0c\u4fbf\u5b8c\u6210\u4e86\u8fd9\u4e00\u7cfb\u5217\u7684\u7a81\u7834\u3002<\/p>\n

    <\/p>\n

    \u4e0d\u540c\u6a21\u578b\u5404\u9879\u80fd\u529b\u6307\u6807<\/p>\n

    <\/p>\n

    \u4e0d\u540c\u6a21\u578b\u5404\u9879\u80fd\u529b\u6307\u6807\uff08\u6ce8\uff1a\u9ed1\u4f53\u4e3a32B\u6a21\u578b\u4e0b\u7684\u6700\u597d\u7ed3\u679c\uff0c\u7ea2\u4f53\u4e3a\u6240\u6709\u6a21\u578b\u4e0b\u7684\u6700\u597d\u7ed3\u679c\uff09<\/p>\n

    \u65e2\u5b89\u5168\u53c8\u6709\u7528<\/h4>\n

    \u4e09\u5c42\u6b21\u5b89\u5168\u8bc4\u6d4b<\/h4>\n

    \u4e3a\u4e86\u8861\u91cf\u4e0d\u540c\u6a21\u578b\u7684\u5b89\u5168\u8868\u73b0\uff0c\u7814\u7a76\u56e2\u961f\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u4e09\u5c42\u6b21\u7684\u5b89\u5168\u8bc4\u5206\u4f53\u7cfb\uff1a<\/p>\n

      \n
    • 0\u5206\uff1a\u56de\u590d\u8fc7\u7a0b\u4e2d\u5b58\u5728\u5b89\u5168\u9690\u60a3\uff1b<\/li>\n
    • 1\u5206\uff1a\u57fa\u4e8e\u5b89\u5168\u539f\u56e0\u7684\u7b80\u5355\u62d2\u7b54\uff1b<\/li>\n
    • 2\u5206\uff1a\u65e2\u5b89\u5168\u79ef\u6781\u53c8\u5efa\u8bbe\u6027\u5730\u5b8c\u6210\u4efb\u52a1\u3002<\/li>\n<\/ul>\n

      \u6d4b\u8bd5\u4e2d\uff0c\u7814\u7a76\u56e2\u961f\u5229\u7528\u5927\u91cf\u8bf1\u5bfc\u6027\u3001\u653b\u51fb\u6027Prompt\u5bf9\u6a21\u578b\u8fdb\u884c\u300c\u7ea2\u961f\u5316\u300d\u8bc4\u4f30\u3002<\/p>\n

      \u7ed3\u679c\u663e\u793a\uff0cTinyR1-32B\u4e0d\u518d\u6b62\u6b65\u4e8e\u300c\u62d2\u7b54\u300d\uff0c\u800c\u662f\u80fd\u5efa\u8bbe\u6027\u3001\u6b63\u5411\u5730\u5b89\u5168\u5f15\u5bfc<\/strong>\u2014\u2014\u5b9e\u73b0\u771f\u6b63\u7684\u300c\u65e2\u5b89\u5168\uff0c\u53c8\u6709\u7528\u300d\u3002<\/p>\n

      \u7834\u89e3\u300c\u8df7\u8df7\u677f\u6548\u5e94\u300d<\/h4>\n

      ControlToken\u6280\u672f<\/h4>\n

      \u957f\u671f\u4ee5\u6765\uff0c\u5927\u6a21\u578b\u9677\u5165\u5728helpful\uff08\u6709\u7528\u6027\uff09<\/strong>\u4e0eharmless\uff08\u5b89\u5168\u6027\uff09<\/strong>\u7684\u300c\u8df7\u8df7\u677f\u6548\u5e94\u300d\u56f0\u5883\uff1a\u63d0\u5347\u5b89\u5168\u6027\u80fd\u529b\u7684\u540c\u65f6\u5f80\u5f80\u4f1a\u727a\u7272\u5176\u4ed6\u90e8\u5206\u80fd\u529b\uff0c\u53cd\u4e4b\u4ea6\u7136\u3002<\/p>\n

      \u4e3a\u7834\u89e3\u8fd9\u4e00\u96be\u9898\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u7a81\u7834\u6027\u65b9\u6848\u2014\u2014Control Token\u6280\u672f\u3002<\/strong><\/p>\n

      Control Token\u6280\u672f<\/strong>\u652f\u6301\u5e94\u7528\u4fa7\u6839\u636e\u5185\u5bb9\u5b89\u5168\u68c0\u6d4b\u4fe1\u53f7\uff08Content Moderation\uff09<\/strong>\u52a8\u6001\u9009\u62e9\u4e0d\u540c\u7684Control Token\uff1a<\/p>\n

        \n
      • \u9047\u5230\u5b89\u5168\u654f\u611f\u95ee\u9898<\/strong>\u2192\u5207\u6362\u81f3\u5b89\u5168\u6a21\u5f0f\uff08Safety Mode: Positive\uff09<\/strong>\uff0c\u5728\u786e\u4fdd\u5b89\u5168\u7684\u540c\u65f6\u63d0\u4f9b\u5efa\u8bbe\u6027\u6307\u5bfc\uff1b<\/li>\n
      • \u9762\u5bf9\u901a\u7528\u5bf9\u9f50\u4efb\u52a1<\/strong>\u2192\u8fdb\u5165\u5e38\u89c4\u6a21\u5f0f\uff08Adherence Mode: Strict adherence\uff09<\/strong>\uff0c\u4fdd\u8bc1\u4e25\u683c\u7684\u6307\u4ee4\u5bf9\u9f50\u4e0e\u4efb\u52a1\u5b8c\u6210\u5ea6\u3002<\/li>\n<\/ul>\n

        \u8fd9\u6837\uff0cTinyR1\u6446\u8131\u4e86\u4f20\u7edf\u7684\u300c\u5355\u6863\u4f4d\u300d\uff0c\u6210\u4e3a\u53ef\u4ee5\u5728\u5b89\u5168\u4e0e\u6709\u7528\u4e4b\u95f4\u81ea\u7531\u5207\u6362\u7684\u81ea\u52a8\u6321<\/strong>\u3002<\/p>\n

        \u66f4\u8fdb\u4e00\u6b65\uff0c\u5728\u5b89\u5168\u6a21\u5f0f\u4e0b<\/strong>\uff0c\u6839\u636e\u4e0d\u540c\u7684\u98ce\u9669\u7b49\u7ea7\u7b56\u7565\u914d\u7f6e\uff0cTinyR1\u8fd8\u80fd\u901a\u8fc7Control Token\u8fdb\u4e00\u6b65\u5b9e\u73b0\u66f4\u7cbe\u7ec6\u5316\u7684\u54cd\u5e94\uff1a<\/p>\n

          \n
        • Positive Mode<\/strong>\uff1a\u5bf9\u4e8e\u5e38\u89c4\u98ce\u9669\u95ee\u9898\uff0c\u91c7\u53d6\u6b63\u5411\u5f15\u5bfc\u6a21\u5f0f\u7684\u56de\u7b54\uff1b<\/li>\n
        • Rejective Mode<\/strong>\uff1a\u5bf9\u4e8e\u6781\u9ad8\u98ce\u9669\u95ee\u9898\uff0c\u91c7\u53d6\u9488\u5bf9\u6027\u7684\u62d2\u7b54\uff1b<\/li>\n
        • Negative Mode\uff1a<\/strong>\u91c7\u7528\u5bc6\u7801\u7ea7Token\uff0c\u4ec5\u7528\u4e8e\u5185\u90e8\u5185\u5bb9\u5b89\u5168\u7ea2\u84dd\u5bf9\u6297\u573a\u666f\uff0c\u672c32B\u6a21\u578b\u672a\u5f00\u6e90\u6b64\u9879\u80fd\u529b\uff1b<\/li>\n<\/ul>\n

          \u8fd9\u79cd\u5206\u5c42\u5b89\u5168\u8bbe\u8ba1<\/strong>\uff0c\u8ba9\u6a21\u578b\u4e0d\u518d\u5c40\u9650\u4e8e\u300c\u4e00\u5200\u5207\u300d\u7684\u7b80\u5355\u62d2\u7b54\uff0c\u800c\u662f\u80fd\u591f\u6839\u636e\u4e0d\u540c\u98ce\u9669\u7b49\u7ea7\u7075\u6d3b\u5e94\u5bf9\u3002<\/p>\n

          \u4e0b\u56fe\u5c55\u793a\u4e86\u6211\u4eec\u57fa\u4e8ePostive\/Rejective\/Negative\u4e09\u79cd\u54cd\u5e94\u6a21\u5f0f\u7684\u7cfb\u7edf\u6d41\u7a0b\u8bbe\u8ba1\uff0c\u5305\u62ec\u6570\u636e\u84b8\u998f\uff0c\u8054\u5408\u8bad\u7ec3\uff0c\u63a8\u7406\u5e94\u7528\u4e09\u4e2a\u57fa\u672c\u8fc7\u7a0b\u3002<\/p>\n

          <\/p>\n

          TinyR1-Safety-8B<\/h4>\n

          \u8f7b\u91cf\u5316\u5b89\u5168\u4e13\u9879\u6a21\u578b<\/h4>\n

          \u57fa\u4e8eControl Token\u6280\u672f\uff0c\u5b9e\u9a8c\u5ba4\u8fd8\u540c\u6b65\u63a8\u51fa\u4e86TinyR1-Safety-8B\uff0c<\/strong>\u4e00\u6b3e\u901a\u7528\u8f7b\u91cf\u7ea7\u5b89\u5168\u5bf9\u9f50\u6a21\u578b\u3002<\/p>\n

          \u8be5\u6a21\u578b\u4ec5\u901a\u8fc7SFT\u5fae\u8c03\u6280\u672f<\/strong>\u6574\u5408\u591a\u7c7b\u5b89\u5168\u884c\u4e3a\u8fdb\u884c\u8bad\u7ec3\uff0c\u5e76\u5728\u63a8\u7406\u9636\u6bb5\u901a\u8fc7\u7279\u5b9aControl Token\u6307\u4ee4\u52a8\u6001\u6fc0\u6d3b\uff0c\u5b9e\u73b0\u4e86\u591a\u573a\u666f\u4e0b\u7684\u7075\u6d3b\u5b89\u5168\u90e8\u7f72<\/strong>\u3002<\/p>\n

          \u5728\u5404\u7c7b\u5b89\u5168\u8bc4\u6d4b\u4e2d\uff0cTinyR1-Safety-8B\u5747\u8fbe\u5230\u6700\u4f73\u6c34\u5e73\u3002<\/p>\n

          \u66f4\u5177\u524d\u77bb\u6027\u7684\u662f\uff0c\u56e2\u961f\u901a\u8fc7\u5c06Control Token\u6269\u5c55\u81f3\u533a\u57df\u5316\u5b89\u5168\u7b56\u7565<\/strong>\uff08\u5982policy:en-US\u3001policy:zh-CN\uff09\uff0c\u521d\u6b65\u9a8c\u8bc1\u4e86\u6587\u5316\u611f\u77e5\u5b89\u5168\u63a7\u5236<\/strong>\u7684\u53ef\u884c\u6027\u3002<\/p>\n

          \u8fd9\u610f\u5473\u7740\uff0c\u672a\u6765\u5927\u6a21\u578b\u80fd\u591f\u771f\u6b63\u505a\u5230\u56e0\u5730\u5236\u5b9c\u3001\u6587\u5316\u81ea\u9002\u5e94<\/strong>\u3002<\/p>\n

          <\/p>\n

          \u4e0d\u540c\u6a21\u578b\u5728\u5b89\u5168\u6d4b\u8bc4\u96c6\u4e0a\u7684\u5e73\u5747\u5206<\/p>\n

          <\/p>\n

          \u5b89\u5168\u6d4b\u8bc4\u96c6leaderboard<\/p>\n

          \u5168\u9762\u5f00\u6e90\uff0c\u666e\u60e0\u751f\u6001<\/h4>\n

          \u76ee\u524d\uff0cTinyR1\u7cfb\u5217\u6a21\u578b\u5df2\u5168\u9762\u5f00\u6e90\uff0c\u5f00\u53d1\u8005\u53ef\u4e00\u952e\u8c03\u7528\uff0c\u5728\u6570\u5b66\u63a8\u7406\u3001\u79d1\u5b66\u95ee\u7b54\u3001\u5185\u5bb9\u5b89\u5168\u7b49\u591a\u7c7b\u573a\u666f\u4e2d\u5feb\u901f\u90e8\u7f72\u3002<\/p>\n

          \u300c\u5317\u5927-360\u5927\u6a21\u578b\u8054\u5408\u5b9e\u9a8c\u5ba4\u300d\u8868\u793a\uff0c\u672a\u6765\u5c06\u6301\u7eed\u8fed\u4ee3TinyR1\u7cfb\u5217\uff0c\u63a8\u52a8\u5f62\u6210\u5b89\u5168\u3001\u53ef\u4fe1\u3001\u666e\u60e0<\/strong>\u7684\u5927\u6a21\u578b\u751f\u6001\uff0c\u6253\u7834\u300c\u5927\u5373\u662f\u5f3a\u300d\u7684\u56fa\u6709\u601d\u7ef4\uff0c\u5f00\u521b\u300c\u5c0f\u800c\u5f3a\u5927\u300d<\/strong>\u7684\u65b0\u65f6\u4ee3\u3002<\/p>\n<\/div>\n

          \u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n

          <\/div>\n

          <\/g><\/svg><\/i> \"Loading\"<\/p>\n

          <\/div>\n","protected":false},"excerpt":{"rendered":"

          \u6253\u7834\u601d\u7ef4\u60ef\u6027\uff0c\u300c\u5c0f\u6a21\u578b\u300d\u4e5f\u80fd\u5b89\u5168\u53c8\u5f3a\u5927\uff01\u5317\u5927-360\u8054\u5408\u5b9e\u9a8c\u5ba4\u53d1\u5e03TinyR1-32B\u6a21\u578b\uff0c\u4ee5\u4ec520k\u6570\u636e\u7684\u5fae […]<\/p>\n

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