{"id":39659,"date":"2025-03-26T23:02:23","date_gmt":"2025-03-26T15:02:23","guid":{"rendered":"https:\/\/17aitech.com\/?p=39659"},"modified":"2025-03-26T23:02:23","modified_gmt":"2025-03-26T15:02:23","slug":"%e4%b8%8a%e8%b4%a2%e5%bc%80%e6%ba%90%e9%a6%96%e4%b8%aa%e9%87%91%e8%9e%8d%e9%a2%86%e5%9f%9fr1%e7%b1%bb%e6%8e%a8%e7%90%86%e5%a4%a7%e6%a8%a1%e5%9e%8b%ef%bc%8c7b%e6%a8%a1%e5%9e%8b%e5%aa%b2%e7%be%8edeepsee","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39659","title":{"rendered":"\u4e0a\u8d22\u5f00\u6e90\u9996\u4e2a\u91d1\u878d\u9886\u57dfR1\u7c7b\u63a8\u7406\u5927\u6a21\u578b\uff0c7B\u6a21\u578b\u5ab2\u7f8eDeepSeek-R1 671B\u6ee1\u8840\u7248\u6027\u80fd"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-26-6\" target=\"_blank\">\u4e0a\u8d22\u5f00\u6e90\u9996\u4e2a\u91d1\u878d\u9886\u57dfR1\u7c7b\u63a8\u7406\u5927\u6a21\u578b\uff0c7B\u6a21\u578b\u5ab2\u7f8eDeepSeek-R1 671B\u6ee1\u8840\u7248\u6027\u80fd<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d70b29fccf17e2c42fc326b052ff4b0f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d70b29fccf17e2c42fc326b052ff4b0f.png\"><\/a><\/section>\n<section><strong>\u8be5\u9879\u76ee\u7531\u4e0a\u6d77\u8d22\u7ecf\u5927\u5b66\u7edf\u8ba1\u4e0e\u6570\u636e\u79d1\u5b66\u5b66\u9662\u5f20\u7acb\u6587\u6559\u6388\u4e0e\u4e0a\u6d77\u8d22\u7ecf\u5927\u5b66\u7edf\u8ba1\u4e0e\u6570\u636e\u79d1\u5b66\u5b66\u9662\u535a\u58eb\u751f\u90ed\u946b\u3001\u7855\u58eb\u751f\u5218\u8d75\u4f1f\u548c\u8bfe\u9898\u7ec4\u6838\u5fc3\u6210\u5458\u8521\u7ef4\u683c\u3001\u725b\u664b\u6021\u3001\u66fe\u51cc\u5cf0\u3001\u5a04\u65b9\u9f50\u3001\u738b\u5b50\u7487\u3001\u80e5\u4f73\u6770\u3001\u8d75\u5b66\u524d\u3001\u6768\u5b50\u7eac\uff0c\u4ee5\u53ca\u8d22\u8dc3\u661f\u8fb0\u767d\u795a\u535a\u58eb\u548c\u56e2\u961f\u6210\u5458\u9648\u5fb7\u667a\u3001\u8bb8\u665f\u3001\u674e\u8d85\u5171\u540c\u5b8c\u6210\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u8fd1\u65e5\uff0c\u4e0a\u6d77\u8d22\u7ecf\u5927\u5b66\u7edf\u8ba1\u4e0e\u6570\u636e\u79d1\u5b66\u5b66\u9662\u5f20\u7acb\u6587\u6559\u6388\u4e0e\u5176\u9886\u8854\u7684\u91d1\u878d\u5927\u8bed\u8a00\u6a21\u578b\u8bfe\u9898\u7ec4\uff08SUFE-AIFLM-Lab\uff09\u8054\u5408\u6570\u636e\u79d1\u5b66\u548c\u7edf\u8ba1\u7814\u7a76\u9662\u3001\u8d22\u8dc3\u661f\u8fb0\u3001\u6ef4\u6c34\u6e56\u9ad8\u7ea7\u91d1\u878d\u5b66\u9662\u6b63\u5f0f\u53d1\u5e03<strong>\u9996\u6b3e DeepSeek-R1 \u7c7b\u63a8\u7406\u578b\u4eba\u5de5\u667a\u80fd\u91d1\u878d\u5927\u6a21\u578b\uff1aFin-R1\uff0c\u4ee5\u4ec5 7B \u7684\u8f7b\u91cf\u5316\u53c2\u6570\u89c4\u6a21\u5c55\u73b0\u51fa\u5353\u8d8a\u6027\u80fd\uff0c\u5168\u9762\u8d85\u8d8a\u53c2\u8bc4\u7684\u540c\u89c4\u6a21\u6a21\u578b\u5e76\u4ee5 75 \u7684\u5e73\u5747\u5f97\u5206\u4f4d\u5c45\u7b2c\u4e8c\uff0c\u4e0e\u53c2\u6570\u91cf\u4e3a 671B \u7684\u884c\u4e1a\u6807\u6746 DeepSeek-R1 \u5e73\u5747\u5206\u5dee\u8ddd\u4ec5\u4e3a 3.0%\u3002<\/strong><\/section>\n<section><\/section>\n<section>Fin-R1 \u57fa\u4e8e Qwen2.5-7B-Instruct \u6a21\u578b\u5f00\u53d1\uff0c\u901a\u8fc7\u6784\u5efa\u9ad8\u8d28\u91cf\u91d1\u878d\u63a8\u7406\u6570\u636e\u96c6\u4e0e\u4e24\u9636\u6bb5\u6df7\u5408\u6846\u67b6\u8bad\u7ec3\uff0c\u5b9e\u73b0\u4e86\u91d1\u878d\u63a8\u7406\u7684\u903b\u8f91\u95ed\u73af\uff0c\u5176\u6280\u672f\u521b\u65b0\u8868\u660e\u9ad8\u6821\u5728\u5782\u76f4\u9886\u57df\u5927\u6a21\u578b\u7814\u53d1\u4e2d\u5b9e\u73b0\u4e86\u4ece\u6280\u672f\u7a81\u7834\u5230\u4ea7\u4e1a\u843d\u5730\u7684\u95ed\u73af\uff0c\u6807\u5fd7\u7740\u9ad8\u6821\u5728\u91d1\u878d\u79d1\u6280\u9886\u57df\u7684\u81ea\u4e3b\u521b\u65b0\u8fc8\u5165\u65b0\u9ad8\u5ea6\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b676df7a6566686d532727dce122f027.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b676df7a6566686d532727dce122f027.png\"><\/a><\/section>\n<ul>\n<li>\n<p>Github \u5730\u5740\uff1ahttps:\/\/github.com\/SUFE-AIFLM-Lab\/Fin-R1<\/p>\n<\/li>\n<li>\n<p>\u6280\u672f\u62a5\u544a\uff1ahttps:\/\/arxiv.org\/abs\/2503.16252<\/p>\n<\/li>\n<li>\n<p>\u6a21\u578b\u5730\u5740\uff1ahttps:\/\/huggingface.co\/SUFE-AIFLM-Lab\/Fin-R1<\/p>\n<\/li>\n<\/ul>\n<section><strong>1\u3001\u7b80\u4ecb<\/strong><\/section>\n<section><\/section>\n<section>\u5f53\u524d\u63a8\u7406\u578b\u5927\u8bed\u8a00\u6a21\u578b\u5728\u4f17\u591a\u9886\u57df\u6b63\u8fc5\u901f\u53d1\u5c55\uff0c\u7136\u800c\u5f53\u901a\u7528\u63a8\u7406\u6a21\u578b\u843d\u5730\u91d1\u878d\u9886\u57df\u65f6\uff0c\u4ecd\u9762\u4e34\u5782\u76f4\u573a\u666f\u9002\u914d\u6027\u4e0d\u8db3\u7684\u6311\u6218\u3002\u91d1\u878d\u63a8\u7406\u4efb\u52a1\u5e38\u6d89\u53ca\u6cd5\u5f8b\u6761\u6b3e\u3001\u7ecf\u6d4e\u6307\u6807\u3001\u6570\u7406\u5efa\u6a21\u7b49\u77e5\u8bc6\uff0c\u4e0d\u4ec5\u9700\u8981\u8de8\u5b66\u79d1\u77e5\u8bc6\u878d\u5408\uff0c\u66f4\u8981\u6c42\u53ef\u9a8c\u8bc1\u7684\u3001\u5206\u6b65\u9aa4\u7684\u51b3\u7b56\u903b\u8f91\u3002\u5728\u5b9e\u9645\u7684\u91d1\u878d\u4e1a\u52a1\u573a\u666f\u4e2d\uff0c\u6a21\u578b\u5e94\u7528\u666e\u904d\u9762\u4e34\u77e5\u8bc6\u6574\u5408\u56f0\u96be\u3001\u51b3\u7b56\u8fc7\u7a0b\u4e0d\u900f\u660e\u3001\u4e1a\u52a1\u6cdb\u5316\u80fd\u529b\u4e0d\u8db3\u7b49\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u6b64\uff0c\u6211\u4eec\u4ece\u591a\u4e2a\u6743\u5a01\u6570\u636e\u6e90\u84b8\u998f\u5e76\u7b5b\u9009\u51fa\u7ea6 60k \u6761\u9762\u5411\u91d1\u878d\u4e13\u4e1a\u573a\u666f\u7684\u9ad8\u8d28\u91cf COT \u6570\u636e\u96c6 Fin-R1-Data\uff0c\u8be5\u6570\u636e\u96c6\u6db5\u76d6\u4e2d\u82f1\u6587\u91d1\u878d\u5782\u76f4\u9886\u57df\u7684\u591a\u7ef4\u5ea6\u4e13\u4e1a\u77e5\u8bc6\u5e76\u6839\u636e\u5177\u4f53\u4efb\u52a1\u5185\u5bb9\u5c06\u5176\u5206\u4e3a\u91d1\u878d\u4ee3\u7801\u3001\u91d1\u878d\u4e13\u4e1a\u77e5\u8bc6\u3001\u91d1\u878d\u975e\u63a8\u7406\u7c7b\u4e1a\u52a1\u77e5\u8bc6\u548c\u91d1\u878d\u63a8\u7406\u7c7b\u4e1a\u52a1\u77e5\u8bc6\u56db\u5927\u6a21\u5757\uff0c\u53ef\u6709\u6548\u652f\u6491\u94f6\u884c\u3001\u8bc1\u5238\u4ee5\u53ca\u4fe1\u6258\u7b49\u591a\u4e2a\u91d1\u878d\u6838\u5fc3\u4e1a\u52a1\u573a\u666f\u3002\u5728 Fin-R1-Data \u6570\u636e\u7684\u57fa\u7840\u4e0a\u6211\u4eec\u4ee5 Qwen2.5-7B-Instruct \u4e3a\u57fa\u5ea7\u8fdb\u884c\u6307\u4ee4\u5fae\u8c03 (SFT) \u9884\u70ed\u548c\u5f3a\u5316\u5b66\u4e60 (RL) \u8bad\u7ec3\u5f97\u5230\u91d1\u878d\u63a8\u7406\u5927\u6a21\u578b Fin-R1\u3002\u6211\u4eec\u901a\u8fc7\u6784\u5efa\u91d1\u878d\u9ad8\u8d28\u91cf CoT \u6570\u636e\u96c6\u4e0e\u7ed3\u5408\u6307\u4ee4\u5fae\u8c03\uff08SFT\uff09\u548c\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u8fdb\u884c\u8bad\u7ec3\u7684\u4e24\u9636\u6bb5\u5de5\u4f5c\u6846\u67b6\u4e3a\u6a21\u578b\u5728\u91d1\u878d\u9886\u57df\u7684\u5e94\u7528\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u7406\u8bba\u652f\u6491\u3001\u51b3\u7b56\u903b\u8f91\u4ee5\u53ca\u6280\u672f\u5b9e\u73b0\u80fd\u529b\uff0c\u540c\u65f6\u80fd\u6709\u6548\u63d0\u5347\u6a21\u578b\u7684\u91d1\u878d\u590d\u6742\u63a8\u7406\u80fd\u529b\u548c\u6cdb\u5316\u80fd\u529b\uff0c\u4f7f\u6a21\u578b\u5728\u91d1\u878d\u63a8\u7406\u4efb\u52a1\u4e2d\u5c55\u73b0\u51fa\u5353\u8d8a\u6027\u80fd\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-241065a954af1a1f3c381ca27314fffc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-241065a954af1a1f3c381ca27314fffc.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 1 Fin-R1 \u5e94\u7528\u573a\u666f\u793a\u4f8b<\/sup><\/em><\/section>\n<section><\/section>\n<section>Fin-R1 \u7684\u603b\u4f53\u5de5\u4f5c\u6d41\u7a0b\u5982\u4e0b\uff1a\u6211\u4eec\u9996\u5148\u901a\u8fc7\u6784\u5efa 60k \u89c4\u6a21\u7684\u91d1\u878d\u63a8\u7406\u6570\u636e\u96c6 Fin-R1-Data\uff0c\u5e2e\u52a9\u6a21\u578b\u91cd\u6784\u77e5\u8bc6\u4f53\u7cfb\uff0c\u7136\u540e\u91c7\u7528 &#8220;\u4e24\u6b65\u9aa4\u8bad\u7ec3\u6846\u67b6&#8221; \u5851\u9020\u6a21\u578b\u8ba4\u77e5\u548c\u63a8\u7406\u80fd\u529b\uff0c\u6700\u540e\u5728\u591a\u4e2a\u91d1\u878d\u57fa\u51c6\u6d4b\u8bd5\u4e0a\u9a8c\u8bc1\u6a21\u578b\u7684\u6027\u80fd\u7a81\u7834\uff0c\u5b9e\u73b0\u4e86\u4ece \u201c\u6570\u636e\u6784\u5efa &#8211; \u6a21\u578b\u8bad\u7ec3 &#8211; \u6027\u80fd\u9a8c\u8bc1 &#8211; \u6a21\u578b\u90e8\u7f72 &#8211; \u573a\u666f\u5e94\u7528\u201d \u7684\u5b8c\u6574\u6280\u672f\u95ed\u73af\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-dc2ea7eab034023500f8e0d9129b4b90.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-dc2ea7eab034023500f8e0d9129b4b90.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 2 Fin-R1 \u603b\u4f53\u5de5\u4f5c\u6d41\u7a0b<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>2\u3001\u573a\u666f\u5e94\u7528 \u2014\u2014 \u5f3a\u5927\u7684\u591a\u573a\u666f\u9002\u914d\u80fd\u529b<\/strong><\/section>\n<section><\/section>\n<section>\u91d1\u878d\u4ee3\u7801\u662f\u6307\u5728\u91d1\u878d\u9886\u57df\u4e2d\u7528\u4e8e\u5b9e\u73b0\u5404\u79cd\u91d1\u878d\u6a21\u578b\u3001\u7b97\u6cd5\u548c\u5206\u6790\u4efb\u52a1\u7684\u8ba1\u7b97\u673a\u7f16\u7a0b\u4ee3\u7801\uff0c\u6db5\u76d6\u4e86\u4ece\u7b80\u5355\u7684\u8d22\u52a1\u8ba1\u7b97\u5230\u590d\u6742\u7684\u91d1\u878d\u884d\u751f\u54c1\u5b9a\u4ef7\u3001\u98ce\u9669\u8bc4\u4f30\u548c\u6295\u8d44\u7ec4\u5408\u4f18\u5316\u7b49\u591a\u4e2a\u65b9\u9762\uff0c\u4ee5\u65b9\u4fbf\u91d1\u878d\u4e13\u4e1a\u4eba\u58eb\u8fdb\u884c\u6570\u636e\u5904\u7406\u3001\u7edf\u8ba1\u5206\u6790\u3001\u6570\u503c\u8ba1\u7b97\u548c\u53ef\u89c6\u5316\u7b49\u5de5\u4f5c\u3002<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-fc4b175fe2e2d810fed6ec9029924a97.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-fc4b175fe2e2d810fed6ec9029924a97.gif\"><\/a><\/section>\n<section>\u91d1\u878d\u8ba1\u7b97\u662f\u5bf9\u91d1\u878d\u9886\u57df\u7684\u5404\u79cd\u95ee\u9898\u8fdb\u884c\u5b9a\u91cf\u5206\u6790\u548c\u8ba1\u7b97\u7684\u8fc7\u7a0b\uff0c\u5176\u6838\u5fc3\u5728\u4e8e\u901a\u8fc7\u5efa\u7acb\u6570\u5b66\u6a21\u578b\u548c\u8fd0\u7528\u6570\u503c\u65b9\u6cd5\u6765\u89e3\u51b3\u5b9e\u9645\u91d1\u878d\u95ee\u9898\uff0c\u53ef\u4e3a\u91d1\u878d\u51b3\u7b56\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\uff0c\u5e2e\u52a9\u91d1\u878d\u673a\u6784\u548c\u6295\u8d44\u8005\u66f4\u597d\u5730\u7ba1\u7406\u98ce\u9669\u3001\u4f18\u5316\u8d44\u6e90\u914d\u7f6e\u548c\u63d0\u9ad8\u6295\u8d44\u56de\u62a5\u7387\u3002\u00a0<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-297f5357895b89cf59903efbd7de4627.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-297f5357895b89cf59903efbd7de4627.gif\"><\/a><\/section>\n<section>\u82f1\u8bed\u91d1\u878d\u8ba1\u7b97\u5f3a\u8c03\u5728\u8de8\u8bed\u8a00\u73af\u5883\u4e0b\u4f7f\u7528\u82f1\u8bed\u8fdb\u884c\u91d1\u878d\u6a21\u578b\u7684\u6784\u5efa\u548c\u8ba1\u7b97\uff0c\u5e76\u80fd\u591f\u4ee5\u82f1\u8bed\u64b0\u5199\u91d1\u878d\u5206\u6790\u62a5\u544a\u548c\u4e0e\u56fd\u9645\u540c\u884c\u8fdb\u884c\u6c9f\u901a\u4ea4\u6d41\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ad8a0318bca3b515d26407e878272a3c.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ad8a0318bca3b515d26407e878272a3c.gif\"><\/a><\/section>\n<section>\u91d1\u878d\u5b89\u5168\u5408\u89c4\u805a\u7126\u4e8e\u9632\u8303\u91d1\u878d\u72af\u7f6a\u4e0e\u9075\u5b88\u76d1\u7ba1\u8981\u6c42\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5efa\u7acb\u5065\u5168\u7684\u5408\u89c4\u7ba1\u7406\u4f53\u7cfb\uff0c\u5b9a\u671f\u8fdb\u884c\u5408\u89c4\u68c0\u67e5\u548c\u5ba1\u8ba1\uff0c\u786e\u4fdd\u4e1a\u52a1\u64cd\u4f5c\u7b26\u5408\u76f8\u5173\u6cd5\u89c4\u8981\u6c42\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9671c89cec9d712d0fe3fc38d0c713b2.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9671c89cec9d712d0fe3fc38d0c713b2.gif\"><\/a><\/section>\n<section>\u667a\u80fd\u98ce\u63a7\u5229\u7528 AI \u4e0e\u5927\u6570\u636e\u6280\u672f\u8bc6\u522b\u548c\u7ba1\u7406\u91d1\u878d\u98ce\u9669\uff0c\u4e0e\u4f20\u7edf\u98ce\u63a7\u624b\u6bb5\u76f8\u6bd4\uff0c\u667a\u80fd\u98ce\u63a7\u5177\u6709\u66f4\u9ad8\u7684\u6548\u7387\u3001\u51c6\u786e\u6027\u548c\u5b9e\u65f6\u6027\uff0c\u5b83\u901a\u8fc7\u5bf9\u6d77\u91cf\u91d1\u878d\u6570\u636e\u7684\u6df1\u5ea6\u6316\u6398\u548c\u5206\u6790\uff0c\u80fd\u591f\u53d1\u73b0\u6f5c\u5728\u7684\u98ce\u9669\u6a21\u5f0f\u548c\u5f02\u5e38\u4ea4\u6613\u884c\u4e3a\uff0c\u4ece\u800c\u53ca\u65f6\u9884\u8b66\u548c\u91c7\u53d6\u76f8\u5e94\u7684\u98ce\u9669\u63a7\u5236\u63aa\u65bd\u3002<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9ff782c79ad9c94fb96af33ba52910b1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9ff782c79ad9c94fb96af33ba52910b1.png\"><\/a><\/section>\n<section>ESG \u5206\u6790\u901a\u8fc7\u8bc4\u4f30\u4f01\u4e1a\u5728\u73af\u5883\uff08Environmental\uff09\u3001\u793e\u4f1a\uff08Social\uff09\u3001\u6cbb\u7406\uff08Governance\uff09\u7684\u8868\u73b0\uff0c\u8861\u91cf\u5176\u53ef\u6301\u7eed\u53d1\u5c55\u80fd\u529b\uff0c\u786e\u4fdd\u6295\u8d44\u6d3b\u52a8\u4e0d\u4ec5\u80fd\u591f\u83b7\u5f97\u8d22\u52a1\u56de\u62a5\uff0c\u8fd8\u80fd\u4fc3\u8fdb\u53ef\u6301\u7eed\u53d1\u5c55\u548c\u793e\u4f1a\u8d23\u4efb\u7684\u5c65\u884c\u3002\u91d1\u878d\u673a\u6784\u548c\u4f01\u4e1a\u4e5f\u901a\u8fc7\u63d0\u5347\u81ea\u8eab\u7684 ESG \u7ee9\u6548\uff0c\u6765\u6ee1\u8db3\u6295\u8d44\u8005\u548c\u793e\u4f1a\u5bf9\u4f01\u4e1a\u66f4\u9ad8\u7684\u671f\u671b\u548c\u8981\u6c42\u3002<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0f4327e1c53ea67034fd3a0c3921a07d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0f4327e1c53ea67034fd3a0c3921a07d.png\"><\/a><\/section>\n<section><strong>3\u3001\u6570\u636e\u6784\u5efa \u2014\u2014 \u7834\u89e3\u77e5\u8bc6\u788e\u7247\u96be\u9898<\/strong><\/section>\n<section><\/section>\n<section>\u4f20\u7edf\u7684\u91d1\u878d\u6570\u636e\u5206\u6563\u3001\u6807\u6ce8\u6210\u672c\u9ad8\uff0c\u800c\u4e14\u7f3a\u4e4f\u5bf9\u590d\u6742\u63a8\u7406\u903b\u8f91\u7684\u9488\u5bf9\u6027\u8bbe\u8ba1\uff0c\u5bfc\u81f4\u6a21\u578b\u96be\u4ee5\u9002\u914d\u91d1\u878d\u4e1a\u52a1\u573a\u666f\uff0c\u4e3a\u5c06 DeepSeek-R1 \u7684\u63a8\u7406\u80fd\u529b\u8fc1\u79fb\u81f3\u91d1\u878d\u573a\u666f\u5e76\u89e3\u51b3\u9ad8\u8d28\u91cf\u91d1\u878d\u63a8\u7406\u6570\u636e\u95ee\u9898\uff0c\u6211\u4eec\u7528 Deepseek &#8211; R1\uff08\u6ee1\u8840\u7248\uff09\u9488\u5bf9\u6db5\u76d6\u884c\u4e1a\u8bed\u6599\uff08FinCorpus\u3001Ant_Finance\uff09\uff0c\u4e13\u4e1a\u8ba4\u77e5\uff08FinPEE\uff09\uff0c\u4e1a\u52a1\u77e5\u8bc6\uff08FinCUGE\u3001FinanceIQ\u3001Finance-Instruct-500K\uff09\uff0c\u8868\u683c\u89e3\u6790\uff08FinQA\uff09\uff0c\u5e02\u573a\u6d1e\u5bdf\uff08TFNS\uff09\uff0c\u591a\u8f6e\u4ea4\u4e92\uff08ConvFinQA\uff09\u4ee5\u53ca\u91cf\u5316\u6295\u8d44\uff08FinanceQT\uff09\u7684\u591a\u4e2a\u6570\u636e\u96c6\u8fdb\u884c\u9886\u57df\u77e5\u8bc6\u84b8\u998f\u7b5b\u9009\uff0c\u6784\u5efa\u4e86\u7ea6 60k \u6761\u9762\u5411\u4e13\u4e1a\u91d1\u878d\u63a8\u7406\u573a\u666f\u7684\u9ad8\u8d28\u91cf COT \u6570\u636e\u96c6 Fin-R1-Data \u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2bf2f38db5fbe597aeb51a00df706eba.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2bf2f38db5fbe597aeb51a00df706eba.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 3 Fin-R1 \u6570\u636e\u751f\u6210\u6d41\u7a0b<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>3.1 \u6570\u636e\u84b8\u998f<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u84b8\u998f\u8fc7\u7a0b\u4e2d\uff0c\u6211\u4eec\u6784\u5efa\u4e86\u57fa\u4e8e Deepseek &#8211; R1 \u7684\u6570\u636e\u84b8\u998f\u6846\u67b6\u3002\u5728\u84b8\u998f\u8fc7\u7a0b\u4e2d\uff0c\u4e25\u683c\u9075\u5faa DeepSeek &#8211; R1 \u5b98\u65b9\u89c4\u8303\u914d\u7f6e\u53c2\u6570\uff0c\u5177\u4f53\u53c2\u6570\u914d\u7f6e\u5982\u4e0b\uff1a<\/section>\n<ul>\n<li>\n<p>\u5c06 temperature \u8bbe\u5b9a\u4e3a 0.6\uff1b<\/p>\n<\/li>\n<li>\n<p>\u9488\u5bf9\u6570\u5b66\u7c7b\u578b\u6570\u636e\uff0c\u91c7\u7528 &#8220;\u8bf7\u7528 \\boxed {{}} \u683c\u5f0f\u5305\u88f9\u6700\u7ec8\u7b54\u6848&#8221; \u4f5c\u4e3a\u6807\u51c6\u5316\u63d0\u793a\u8bcd\uff1b<\/p>\n<\/li>\n<li>\n<p>\u9632\u6b62\u8df3\u51fa\u601d\u7ef4\u6a21\u5f0f\uff0c\u5f3a\u5236\u5728\u6bcf\u4e2a\u8f93\u51fa\u7684\u5f00\u5934\u589e\u52a0 &#8220;n&#8221;\uff0c\u518d\u5f00\u59cb\u751f\u6210\u6570\u636e\u3002<\/p>\n<\/li>\n<\/ul>\n<section><strong>3.2 \u6570\u636e\u7b5b\u9009<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\uff0c\u9879\u76ee\u7ec4\u9996\u521b \u201c\u7b54\u6848 + \u63a8\u7406\u903b\u8f91\u201d \u53cc\u8f6e\u6253\u5206\u673a\u5236\uff0c\u53cc\u8f6e\u8d28\u68c0\uff0c\u4e25\u628a\u6570\u636e\u5173\u3002<\/section>\n<ul>\n<li>\n<p>\u7b2c\u4e00\u8f6e\uff1a\u7528\u89c4\u5219\u5339\u914d\u548c Qwen2.5-72B-Instruct \u5bf9\u7b54\u6848\u51c6\u786e\u6027\u8fdb\u884c\u6253\u5206\uff0c\u786e\u4fdd\u6570\u636e \u201c\u96f6\u9519\u8bef\u201d\uff1b<\/p>\n<\/li>\n<li>\n<p>\u7b2c\u4e8c\u8f6e\uff1a\u6df1\u5ea6\u6821\u9a8c\u63a8\u7406\u903b\u8f91\u7684\u4e00\u81f4\u6027\u548c\u672f\u8bed\u5408\u89c4\u6027\uff0c\u8ba9 AI \u7684 \u201c\u601d\u7ef4\u94fe\u6761\u201d \u4e25\u4e1d\u5408\u7f1d\u3002<\/p>\n<\/li>\n<li>\n<p>\u7b2c\u4e09\u8f6e\uff1a\u5f15\u5165\u91d1\u878d\u4e13\u5bb6\u56e2\u961f\u5bf9\u5173\u952e\u6570\u636e\u8fdb\u884c\u4eba\u5de5\u590d\u6838\uff0c\u4fdd\u969c\u8bad\u7ec3\u6570\u636e\u9ad8\u8d28\u91cf\u3002<\/p>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ecc8bd3cc263008f37079009861f2c2c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ecc8bd3cc263008f37079009861f2c2c.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 4 Fin-R1 \u6570\u636e\u5206\u5e03<\/sup><\/em><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-797ab7033fcaf68e6e1cf034bc6327da.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-797ab7033fcaf68e6e1cf034bc6327da.png\"><\/a><\/section>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u8868 1 Fin-R1 \u6570\u636e\u91cf\u8868<\/sup><\/em><\/p>\n<section><strong>4\u3001\u6a21\u578b\u8bad\u7ec3 \u2014\u2014\u201c\u5212\u91cd\u70b9 &#8211; \u8003\u8bd5 &#8211; \u6253\u5206\u201d\u00a0<\/strong><\/section>\n<section><\/section>\n<section><strong>4.1 \u7279\u8bad\u6210\u679c\uff1a\u91d1\u878d\u754c\u7684 &#8220;\u6700\u5f3a\u5927\u8111&#8221;<\/strong><\/section>\n<section><\/section>\n<section>\u9488\u5bf9\u91d1\u878d\u9886\u57df\u590d\u6742\u63a8\u7406\u4efb\u52a1\uff0c\u6211\u4eec\u5229\u7528 Qwen2.5-7B-Instruct \u8fdb\u884c\u4e24\u6b65\u9aa4\u5fae\u8c03\u8bad\u7ec3\u5f97\u5230\u91d1\u878d\u63a8\u7406\u5927\u8bed\u8a00\u6a21\u578b Fin-R1 \u3002\u9996\u5148\u901a\u8fc7\u9ad8\u8d28\u91cf\u91d1\u878d\u63a8\u7406\u6570\u636e\u7684 SFT (Supervised Fine-Tuning) \u5e2e\u52a9\u6a21\u578b\u91cd\u6784\u77e5\u8bc6\u4f53\u7cfb\uff0c\u7136\u540e\u5728 GRPO\uff08Group Relative Policy Optimization) \u7b97\u6cd5\u7684\u57fa\u7840\u4e0a\u7ed3\u5408\u683c\u5f0f\u5956\u52b1\u548c\u51c6\u786e\u5ea6\u5956\u52b1\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60\uff0c\u4ee5\u6b64\u63d0\u5347\u91d1\u878d\u63a8\u7406\u4efb\u52a1\u7684\u51c6\u786e\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002Fin-R1 \u80fd\u591f\u5b8c\u6574\u5730\u5448\u73b0\u601d\u8003\u8fc7\u7a0b\uff0c\u4e3a\u91d1\u878d\u51b3\u7b56\u63d0\u4f9b\u6df1\u5165\u4e14\u6709\u4ef7\u503c\u7684\u6d1e\u5bdf\uff0c\u66f4\u4e3a\u91d1\u878d\u6295\u8d44\u3001\u98ce\u9669\u7ba1\u7406\u3001\u667a\u80fd\u6295\u987e\u4ee5\u53ca\u91cf\u5316\u4ea4\u6613\u7b49\u91d1\u878d\u4e1a\u52a1\u9886\u57df\u63d0\u4f9b\u4e86\u53ef\u9760\u7684\u6280\u672f\u5e95\u5ea7\u3002\u672a\u6765\uff0c\u8fd9\u6837\u7684 &#8220;\u91d1\u878d\u7279\u8bad\u8425&#8221; \u6a21\u5f0f\u6709\u671b\u5728\u66f4\u591a\u4e13\u4e1a\u9886\u57df\u590d\u5236\u63a8\u5e7f\u3002<\/section>\n<section><\/section>\n<section><strong>4.2 \u5fae\u8c03\u8bad\u7ec3\uff08SFT \u6307\u4ee4\u5fae\u8c03\uff09<\/strong><\/section>\n<section><\/section>\n<section>\u9488\u5bf9\u975e\u63a8\u7406\u7c7b\u6a21\u578b\u5728 RL \u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5b58\u5728\u8bad\u7ec3\u4e0d\u7a33\u5b9a\u7b49\u95ee\u9898\uff0c\u7814\u7a76\u56e2\u961f\u5bf9 AI \u8fdb\u884c\u4e13\u9879\u77e5\u8bc6\u8865\u8bfe\uff0c\u50cf\u6559\u5b66\u751f\u4e00\u6837\u8bad\u7ec3\u6a21\u578b\uff0c\u8ba9\u975e\u63a8\u7406\u7c7b\u6a21\u578b\u638c\u63e1\u91d1\u878d\u63a8\u7406\u7684\u57fa\u672c\u529f\u3002\u4f7f\u7528\u91d1\u878d\u63a8\u7406\u6570\u636e\u96c6\u5bf9\u6a21\u578b\u8fdb\u884c\u5b9a\u5411\u8bad\u7ec3\uff08SFT\uff09\uff0c\u4f7f\u6a21\u578b\u521d\u6b65\u5177\u5907\u957f\u601d\u7ef4\u94fe\u601d\u8003\u6a21\u5f0f\uff0c\u964d\u4f4e\u6a21\u578b\u8bad\u7ec3\u96be\u5ea6\uff0c\u4fdd\u8bc1\u8bad\u7ec3\u7a33\u5b9a\u6027\u3002<\/section>\n<section><\/section>\n<section><strong>4.3 \u5b9e\u6218\u4f18\u5316\uff08RL \u5f3a\u5316\u5b66\u4e60\uff09<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u901a\u8fc7\u8003\u8bd5\u548c\u4e13\u5bb6\u6253\u5206\uff08RL \u5f3a\u5316\u5b66\u4e60\uff09\uff0c\u4e0d\u65ad\u7ea0\u6b63 AI \u5728\u590d\u6742\u573a\u666f\u4e2d\u7684\u5224\u65ad\u5931\u8bef\uff0c\u786e\u4fdd\u6bcf\u4e2a\u51b3\u7b56\u90fd\u7ecf\u5f97\u8d77\u63a8\u6572\u3002\u5728\u6a21\u578b\u638c\u63e1\u57fa\u7840\u77e5\u8bc6\u540e\uff0c\u901a\u8fc7 &#8220;\u8003\u8bd5 + \u4e13\u5bb6\u6253\u5206&#8221; \u673a\u5236\uff08RL\uff09\u6301\u7eed\u63d0\u5347\u4e13\u4e1a\u6027\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<p>\u667a\u80fd\u8003\u5b98\u628a\u5173\uff1a\u5f15\u5165 Qwen2.5-Max \u4f5c\u4e3a\u9a8c\u8bc1\u5668\u7528\u4e8e\u68c0\u67e5\u7b54\u6848\u5bf9\u9519\uff0c\u6bd4\u4f20\u7edf\u6b63\u5219\u8868\u8fbe\u5f0f\u65b9\u5f0f\u51c6\u786e\u5ea6\u66f4\u9ad8\u3002<\/p>\n<\/li>\n<li>\n<p>\u53cc\u8f68\u6253\u5206\u5236\uff1a\u91c7\u7528 \u201c\u57fa\u4e8e\u89c4\u5219\u7684\u683c\u5f0f\u5956\u52b1 \u201c\u548c\u201d \u57fa\u4e8e\u6a21\u578b\u9a8c\u8bc1\u7684\u51c6\u786e\u6027\u5956\u52b1 \u201c\u4e24\u79cd\u5956\u52b1\u8bad\u7ec3\u6a21\u578b\uff0c\u5b9e\u73b0\u91d1\u878d\u6587\u672c\u751f\u6210 \u201c\u5f62\u795e\u517c\u5907\u201d\u3002<\/p>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-84d6449227ef1850f2c5dcb4030c6c37.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-84d6449227ef1850f2c5dcb4030c6c37.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 5 Fin-R1 \u6a21\u578b\u8bad\u7ec3\u6d41\u7a0b<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>5\u3001\u6027\u80fd\u9a8c\u8bc1 \u2014\u2014 \u4e13\u4e1a\u573a\u666f\u6027\u80fd\u8d85\u8d8a\uff0c\u9a8c\u8bc1\u6280\u672f\u95ed\u73af\u4ef7\u503c<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u8986\u76d6\u591a\u9879\u91d1\u878d\u4e1a\u52a1\u573a\u666f\u7684\u6743\u5a01\u8bc4\u6d4b\u4e2d\uff0c\u6211\u4eec\u8003\u8651\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u4e0e\u8d44\u6e90\u6d88\u8017\uff0c\u5c06 Fin-R1 \u4e0e\u6db5\u76d6\u8f7b\u91cf\u7ea7\u548c\u9ad8\u6027\u80fd\u7684\u4e0d\u540c\u6a21\u578b\u8fdb\u884c\u4e86\u5168\u9762\u8bc4\u4f30\u3002\u6700\u7ec8 Fin-R1 \u4ee5\u4ec5 7B \u7684\u8f7b\u91cf\u5316\u53c2\u6570\u89c4\u6a21\u5c55\u73b0\u51fa\u663e\u8457\u7684\u6027\u80fd\u4f18\u52bf\uff0c\u4ee5 75.2 \u7684\u5e73\u5747\u5f97\u5206\u4f4d\u5c45\u7b2c\u4e8c\uff0c\u5168\u9762\u8d85\u8d8a\u540c\u89c4\u6a21\u53c2\u8bc4\u6a21\u578b\uff0c\u540c\u65f6\u4e0e\u884c\u4e1a\u6807\u6746 DeepSeek-R1 \u5e73\u5747\u5206\u5dee\u8ddd\u4ec5 3.0\uff0c \u4e14\u8d85\u8d8a DeepSeek-R1-Distill-Llama-70B\uff0869.2\uff096.0 \u5206\u3002\u6b64\u5916\uff0cFin-R1 \u5728\u805a\u7126\u771f\u5b9e\u91d1\u878d\u8868\u683c\u6570\u503c\u63a8\u7406\u4efb\u52a1\u7684 FinQA \u4ee5\u53ca\u591a\u8f6e\u4ea4\u4e92\u573a\u666f\u7684 ConvFinQA \u4e24\u5927\u5173\u952e\u4efb\u52a1\u6d4b\u8bd5\u4e0a\u5206\u522b\u4ee5 76.0 \u548c 85.0 \u7684\u5f97\u5206\u5728\u53c2\u8bc4\u6a21\u578b\u4e2d\u767b\u9876\u7b2c\u4e00\uff0c\u5c55\u73b0\u51fa\u4e86\u6a21\u578b\u5728\u91d1\u878d\u63a8\u7406\u573a\u666f\u53ca\u91d1\u878d\u591a\u8f6e\u4ea4\u4e92\u573a\u666f\u4e2d\u7684\u5f3a\u5927\u5904\u7406\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>Fin-R1 \u7684\u8bc4\u6d4b\u8868\u73b0\u4e0d\u4ec5\u53cd\u6620\u51fa\u6a21\u578b\u5728\u6295\u987e\u670d\u52a1\u3001\u6295\u8d44\u8005\u4f1a\u8bae\u7b49\u591a\u8f6e\u4ea4\u4e92\u573a\u666f\u4e2d\u5177\u6709\u957f\u5bf9\u8bdd\u8ddf\u8e2a\u80fd\u529b\uff0c\u80fd\u907f\u514d\u4f20\u7edf\u6a21\u578b\u5e38\u89c1\u7684\u4e0a\u4e0b\u6587\u9057\u5fd8\u6216\u903b\u8f91\u8df3\u8dc3\u95ee\u9898\u5e76\u751f\u6210\u903b\u8f91\u8fde\u8d2f\u7684\u6e10\u8fdb\u5f0f\u5efa\u8bae\uff0c\u540c\u65f6\u5c55\u73b0\u51fa\u6a21\u578b\u5728\u5904\u7406\u8d22\u52a1\u62a5\u8868\u91cd\u7ec4\u3001\u8d22\u52a1\u6bd4\u7387\u4ea4\u53c9\u9a8c\u8bc1\u65f6\u7684\u5f3a\u5927\u6570\u503c\u63a8\u7406\u80fd\u529b\u3002\u7cbe\u51c6\u8986\u76d6\u91d1\u878d\u884c\u4e1a\u5bf9\u53ef\u89e3\u91ca\u6027\u3001\u5408\u89c4\u6027\u3001\u6570\u503c\u4e25\u8c28\u6027\u7684\u6838\u5fc3\u8bc9\u6c42\u3002\u5177\u4f53\u8bc4\u6d4b\u7ed3\u679c\u5982\u4e0b\uff1a \u00a0<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-6ce6ff04c8e39b429a2bc4143857f169.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-6ce6ff04c8e39b429a2bc4143857f169.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u8868 2 Fin-R1 \u53ca\u5176\u4ed6\u6a21\u578b\u5728\u5404\u6570\u636e\u96c6\u4e0a\u7684\u8bc4\u6d4b\u8868\u73b0<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>6\u3001\u6a21\u578b\u90e8\u7f72<\/strong><\/section>\n<section><\/section>\n<section>Github \u73b0\u5df2\u63d0\u4f9b &#8220;\u5f00\u7bb1\u5373\u7528&#8221; \u7684\u672c\u5730\u5316\u90e8\u7f72\u65b9\u6848\uff0c\u53ea\u9700\u8fd0\u884c\u4e00\u4e2a\u5b89\u88c5\u811a\u672c\uff0c\u5c31\u80fd\u5728\u5355\u5f20 4090 \u663e\u5361\u4e0a\u8f7b\u677e\u90e8\u7f72 Fin-R1 \u6a21\u578b\u3002\u65e0\u8bba\u662f\u94f6\u884c\u98ce\u63a7\u8fd8\u662f\u91cf\u5316\u4ea4\u6613\uff0c\u7528\u6237\u90fd\u80fd\u5feb\u901f\u4e0a\u624b\uff0c\u89e3\u51b3\u5404\u7c7b\u91d1\u878d\u573a\u666f\u95ee\u9898\uff0c\u771f\u6b63\u5b9e\u73b0 &#8220;\u4e00\u952e\u90e8\u7f72\uff0c\u91d1\u878d AI \u89e6\u624b\u53ef\u53ca&#8221;\uff01<\/section>\n<section><\/section>\n<section><strong>7\u3001\u603b\u7ed3<\/strong><\/section>\n<section><\/section>\n<section>Fin-R1 \u4ece\u8bad\u7ec3\u6846\u67b6\u5230\u6a21\u578b\u6743\u91cd\u5747\u5f00\u6e90\uff0c\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u91cf\u5c0f\uff0c\u4e2a\u4eba\u7535\u8111\u5373\u53ef\u90e8\u7f72\uff0c\u66f4\u52a0\u9002\u7528\u4e8e\u91d1\u878d\u573a\u666f\uff0c\u5e76\u4e14\u901a\u8fc7\u4e24\u9636\u6bb5\u8bad\u7ec3\u6846\u67b6\uff0c\u89e3\u51b3\u4e86\u91d1\u878d\u6570\u636e\u788e\u7247\u5316\u548c\u63a8\u7406\u903b\u8f91\u4e0d\u53ef\u63a7\u7b49\u95ee\u9898\uff0c\u5728\u5404\u5927\u91d1\u878d\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u5353\u8d8a\uff0c\u5c55\u73b0\u51fa\u5f3a\u5927\u7684\u63a8\u7406\u80fd\u529b\u548c\u4e1a\u52a1\u6cdb\u5316\u80fd\u529b\uff0c\u4e3a\u91d1\u878d\u667a\u80fd\u5316\u53d1\u5c55\u63d0\u4f9b\u4e86\u6709\u529b\u652f\u6301\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-26-6\" target=\"_blank\">\u4e0a\u8d22\u5f00\u6e90\u9996\u4e2a\u91d1\u878d\u9886\u57dfR1\u7c7b\u63a8\u7406\u5927\u6a21\u578b\uff0c7B\u6a21\u578b\u5ab2\u7f8eDeepSeek-R1 671B\u6ee1\u8840\u7248\u6027\u80fd<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u4e0a\u8d22\u5f00\u6e90\u9996\u4e2a\u91d1\u878d\u9886\u57dfR [&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 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