{"id":39497,"date":"2025-03-19T00:02:28","date_gmt":"2025-03-18T16:02:28","guid":{"rendered":"https:\/\/17aitech.com\/?p=39497"},"modified":"2025-03-19T00:02:28","modified_gmt":"2025-03-18T16:02:28","slug":"%e5%a4%9a%e6%a8%a1%e6%80%81%e4%b9%9f%e5%81%9a%e5%88%b0%e4%ba%86%e5%bc%ba%e6%8e%a8%e7%90%86%ef%bc%81%e5%b7%a5%e4%b8%9a%e7%95%8c%e9%a6%96%e4%b8%aa%e5%bc%80%e6%ba%90%e7%9a%84r1v%ef%bc%8c%e8%ae%a9","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39497","title":{"rendered":"\u591a\u6a21\u6001\u4e5f\u505a\u5230\u4e86\u5f3a\u63a8\u7406\uff01\u5de5\u4e1a\u754c\u9996\u4e2a\u5f00\u6e90\u7684R1V\uff0c\u8ba9\u89c6\u89c9\u601d\u8003\u8fdb\u5165o1\u65f6\u4ee3"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-18-13\" target=\"_blank\">\u591a\u6a21\u6001\u4e5f\u505a\u5230\u4e86\u5f3a\u63a8\u7406\uff01\u5de5\u4e1a\u754c\u9996\u4e2a\u5f00\u6e90\u7684R1V\uff0c\u8ba9\u89c6\u89c9\u601d\u8003\u8fdb\u5165o1\u65f6\u4ee3<\/a><\/p>\n<p>DeepSeek-R1 \u95ee\u4e16\u540e\uff0c\u6211\u4eec\u4e00\u76f4\u5728\u671f\u5f85\u80fd\u300c\u5f3a\u63a8\u7406\u3001\u6162\u601d\u8003\u300d\u7684\u5927\u6a21\u578b\u8fdb\u5316\u6210\u591a\u6a21\u6001\u6a21\u5f0f\u3002\u5982\u679c\u80fd\u5728\u89c6\u89c9\u7b49\u5404\u9886\u57df\u590d\u523b\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u5728\u6587\u672c\u4e0a\u7684\u7a81\u7834\uff0cAI \u5e94\u7528\u52bf\u5fc5\u4f1a\u5c06\u66f4\u591a\u9886\u57df\u63a8\u5165\u65b0\u7684\u8303\u5f0f\u3002<\/p>\n<p>\u6beb\u65e0\u7591\u95ee\uff0c\u8fd9\u4e5f\u662f\u4f17\u591a\u79d1\u6280\u516c\u53f8\u6b63\u5728\u63a2\u7d22\u7684\u65b9\u5411\u3002<\/p>\n<p>3 \u6708 18 \u53f7\uff0c\u6606\u4ed1\u4e07\u7ef4\u6b63\u5f0f\u53d1\u5e03 Skywork R1V\uff08\u4ee5\u4e0b\u7b80\u79f0 R1V\uff09\u7cfb\u5217\u6a21\u578b\uff0c\u5b9e\u73b0\u4e86 SOTA \u7ea7\u522b\u7684\u89c6\u89c9\u63a8\u7406\u548c\u5f3a\u5927\u7684\u901a\u7528\u63a8\u7406\u80fd\u529b\u3002\u968f\u7740\u65b0\u6a21\u578b\u7684\u5230\u6765\uff0c\u6606\u4ed1\u4e07\u7ef4\u6210\u4e3a\u4e86<strong>\u56fd\u5185\u7b2c\u4e00\u5bb6\u5f00\u6e90\u591a\u6a21\u6001\u601d\u7ef4\u94fe\u63a8\u7406\u6a21\u578b\u7684\u4f01\u4e1a<\/strong>\u3002<\/p>\n<p>\u76ee\u524d\uff0c\u6606\u4ed1\u4e07\u7ef4\u5df2\u7ecf\u5f00\u6e90\u4e86 R1V \u7684\u6a21\u578b\u6743\u91cd\u548c\u6280\u672f\u62a5\u544a\u3002<\/p>\n<ul>\n<li>\n<p>Hugging Face \u5730\u5740\uff1ahttps:\/\/huggingface.co\/Skywork\/Skywork-R1V-38B<\/p>\n<\/li>\n<li>\n<p>Github \u5730\u5740\uff1ahttps:\/\/github.com\/SkyworkAI\/Skywork-R1V<\/p>\n<\/li>\n<li>\n<p>\u6280\u672f\u62a5\u544a\u5730\u5740\uff1ahttps:\/\/github.com\/SkyworkAI\/Skywork-R1V\/blob\/main\/Skywork_R1V.pdf<\/p>\n<\/li>\n<\/ul>\n<p>\u5177\u4f53\u8868\u73b0\u5982\u4f55\u5462\uff1f\u4ece\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u6765\u770b\uff0cR1V-38B \u76f8\u6bd4\u8f83\u6587\u672c\u63a8\u7406\u6a21\u578b\uff0c\u5df2\u7ecf\u5728\u6570\u5b66\u63a8\u7406\u3001\u4ee3\u7801\u751f\u6210\u7b49\u4efb\u52a1\u4e2d\u8fbe\u5230\u4e86\u9886\u5148\u6c34\u5e73\uff0c\u5728\u90e8\u5206\u4efb\u52a1\u4e0a\u63a5\u8fd1\u4e86\u66f4\u5927\u5c3a\u5bf8\u7684\u95ed\u6e90\u6a21\u578b\u3002\u76f8\u6bd4\u8f83\u4f20\u7edf\u591a\u6a21\u6001\u6a21\u578b\uff08\u5982 OpenAI 4o\u3001Claude 3.5 Sonnet\uff09\uff0cR1V \u7684\u63a8\u7406\u80fd\u529b\u66f4\u662f\u9065\u9065\u9886\u5148\uff0c\u76f8\u6bd4\u591a\u6a21\u6001\u5f00\u6e90\u5927\u6a21\u578b DeepSeek V3 \u4e5f\u6709\u6240\u63d0\u5347\u3002<\/p>\n<p>\u5728\u63a8\u7406\u80fd\u529b\u65b9\u9762\uff0cR1V-38B \u540c\u6837\u53ef\u4ee5\u8fbe\u5230\u9876\u5c16\u6c34\u5e73\u3002\u5728\u6743\u5a01\u7684 MATH500 \u548c AIME \u6570\u5b66\u63a8\u7406\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cR1V \u5206\u522b\u53d6\u5f97\u4e86 94.0 \u548c 72.0 \u7684\u9ad8\u5206\uff0c\u5e76\u5728\u903b\u8f91\u63a8\u7406\u548c\u6570\u5b66\u95ee\u9898\u6c42\u89e3\u4e0a\u5c55\u73b0\u51fa\u4e86\u4eba\u7c7b\u4e13\u5bb6\u7ea7\u6c34\u51c6\uff0c\u4ece\u800c\u5728\u884c\u4e1a\u5185\u4f17\u591a\u4e3b\u6d41\u6a21\u578b\u4e2d\u8131\u9896\u800c\u51fa\u3002<\/p>\n<p>\u800c\u5728\u89c6\u89c9\u80fd\u529b\u65b9\u9762\uff0cR1V \u6210\u529f\u5b9e\u73b0\u4e86\u5f3a\u6587\u672c\u63a8\u7406\u80fd\u529b\u7684\u591a\u6a21\u6001\u8fc1\u79fb\uff0c\u5728\u89c6\u89c9\u63a8\u7406\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u51ed\u501f\u7740\u521b\u65b0\u7684\u8de8\u6a21\u6001\u8fc1\u79fb\u6280\u672f\u4e0e\u4f18\u5316\u6846\u67b6\uff0cR1V \u5728 MMMU \u4e0e MathVista \u7b49\u89c6\u89c9\u63a8\u7406\u57fa\u51c6\u4e2d\u5206\u522b\u53d6\u5f97\u4e86 69 \u548c 67.5 \u7684\u6210\u7ee9\uff0c\u4e0d\u4ec5\u8d85\u8d8a\u4e86\u591a\u4e2a\u5f00\u6e90\u7ade\u54c1\u6a21\u578b\uff0c\u66f4\u8fbe\u5230\u4e86\u4e0e\u66f4\u5927\u89c4\u6a21\u95ed\u6e90\u6a21\u578b\u5ab2\u7f8e\u7684\u6c34\u51c6\u3002<\/p>\n<p>\u66f4\u503c\u5f97\u5173\u6ce8\u7684\u662f\uff0c<strong>R1V \u6210\u4e3a\u5168\u7403\u8303\u56f4\u5185\u9996\u4e2a\u5728\u6570\u5b66\u63a8\u7406\u80fd\u529b\u4e0a\u63a5\u8fd1 OpenAI o1 \u7684\u5f00\u6e90\u591a\u6a21\u6001\u6a21\u578b<\/strong>\u3002<\/p>\n<p>\u6700\u8fd1\u4e00\u6bb5\u65f6\u95f4\uff0cDeepSeek \u7684\u7a81\u7834\u8ba9\u6211\u4eec\u770b\u5230\u4e86\u5728\u5927\u6a21\u578b\u4e0a\u5f15\u5165\u5f3a\u5316\u5b66\u4e60\u7684\u6f5c\u529b\u3002\u73b0\u5728\uff0c\u6606\u4ed1\u4e07\u7ef4\u7684\u5b9e\u8df5\u4f3c\u4e4e\u4e5f\u5df2\u7ecf\u7ed9\u591a\u6a21\u6001\u6253\u5f00\u4e86\u65b9\u5411\u3002<\/p>\n<p><strong>\u591a\u6a21\u6001\u559c\u83b7\u300c\u5f3a\u63a8\u7406\u300d<\/strong><\/p>\n<p><strong>AI \u5e94\u7528\u683c\u5c40\u6253\u5f00<\/strong><\/p>\n<p>\u6606\u4ed1\u4e07\u7ef4\u8868\u793a\uff0cR1V \u89c6\u89c9\u63a8\u7406\u6a21\u578b\u53ef\u4ee5\u540c\u65f6\u5904\u7406\u6587\u672c\u4e0e\u89c6\u89c9\u4fe1\u606f\uff0c\u62e5\u6709\u5f3a\u5927\u7684\u8de8\u6a21\u6001\u63a8\u7406\u80fd\u529b\uff0c\u53ef\u8f7b\u677e\u5e94\u5bf9\u590d\u6742\u7684\u903b\u8f91\u63a8\u7406\u3001\u6570\u5b66\u95ee\u9898\u3001\u79d1\u5b66\u5206\u6790\u4ee5\u53ca\u533b\u5b66\u5f71\u50cf\u8bca\u65ad\u7b49\u573a\u666f\u3002<\/p>\n<p>\u56e0\u4e3a\u591a\u6a21\u6001 + \u5f3a\u63a8\u7406\u7684\u80fd\u529b\uff0c\u5927\u6a21\u578b\u300c\u7741\u5f00\u4e86\u773c\u775b\u300d\uff0c\u56e0\u6b64\u4e5f\u62d3\u5c55\u4e86\u4e00\u5927\u5806\u65b0\u7684\u5e94\u7528\u65b9\u5411\u3002<\/p>\n<p>\u6211\u4eec\u641c\u7f57\u4e86\u4e00\u4e9b\u4e0d\u540c\u5b66\u79d1\uff08\u5305\u62ec\u6570\u5b66\u3001\u5316\u5b66\u3001\u533b\u5b66\u7b49\uff09\u7684\u9898\u76ee\uff0c\u5bf9 R1V \u7684\u89e3\u9898\u63a8\u7406\u80fd\u529b\u6765\u4e86\u4e00\u6ce2\u8003\u5bdf\u3002<\/p>\n<p>\u5148\u6765\u4e00\u9053 2025 \u8003\u7814\u6570\u5b66\u9898\u76ee\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9d1dc5838694e48ffc6cc17af6f4b510.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9d1dc5838694e48ffc6cc17af6f4b510.png\"><\/a><\/p>\n<p>\u5f88\u5feb\uff0cR1V \u7684\u5b8c\u6574\u89e3\u9898\u601d\u8def\u548c\u6b63\u786e\u7b54\u6848\u5c31\u5c55\u73b0\u4e86\u5728\u6211\u4eec\u9762\u524d\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f4e842cdd561a6d1b80febd05a968428.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f4e842cdd561a6d1b80febd05a968428.gif\"><\/a><\/p>\n<p>\u63a5\u7740\u8ba9 R1V \u5206\u6790\u4e0b\u56fe\u5316\u5b66\u5206\u5b50\u5f0f\u63cf\u8ff0\u7684\u662f\u54ea\u79cd\u7acb\u4f53\u51e0\u4f55\u6784\u578b\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e809554a8199d0bb5a4dab48e91fcab4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e809554a8199d0bb5a4dab48e91fcab4.png\"><\/a><\/p>\n<p>\u8fd9\u7c7b\u9898\u76ee\u8981\u6c42\u591a\u6a21\u6001\u63a8\u7406\u6a21\u578b\u719f\u7ec3\u3001\u51c6\u786e\u5730\u5224\u65ad\u3001\u533a\u5206\u5404\u7c7b\u5316\u5b66\u5206\u5b50\u56fe\uff0c\u7ecf\u8fc7\u4e86\u62bd\u4e1d\u5265\u8327\u7684\u63a8\u7406\u8fc7\u7a0b\uff0cR1V \u7ed9\u51fa\u4e86\u6b63\u786e\u7b54\u6848\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-54200e4453a9eccd4595c51a8327c543.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-54200e4453a9eccd4595c51a8327c543.gif\"><\/a><\/p>\n<p>R1V \u7684\u77e5\u8bc6\u9762\u8fd8\u4e0d\u6b62\u4e8e\u6b64\uff0c\u5b83\u751a\u81f3\u8fd8\u7565\u61c2\u533b\u5b66\u5f71\u50cf\uff0c\u770b\u770b\u5b83\u662f\u5982\u4f55\u8bca\u65ad\u8fd9\u5f20 CT \u56fe\u7247\u7684\u3002\u5f53\u7136\uff0c\u5206\u6790\u7ed3\u679c\u4ec5\u4f9b\u53c2\u8003\uff0c\u6700\u7ec8\u7684\u8bca\u65ad\u548c\u6cbb\u7597\u8fd8\u662f\u8981\u4ea4\u7ed9\u533b\u751f\uff0c\u7531\u4ed6\u4eec\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u6765\u505a\u51fa\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ea19e978eb2116077673b2edcee644b6.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ea19e978eb2116077673b2edcee644b6.gif\"><\/a><\/p>\n<p>\u6700\u540e\uff0c\u6211\u4eec\u8fd8\u6d4b\u8bd5\u4e86 R1V \u7684\u5176\u4ed6\u89c6\u89c9\u63a8\u7406\u80fd\u529b\uff0c\u6bd4\u5982\u67f1\u72b6\u56fe\u7684\u6570\u503c\u5206\u6790\uff1a<a href=\"https:\/\/mp.weixin.qq.com\/s\/IPPDuApVVKNJffAZcJqFRA\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b9a1dff7c6d0fa31a47e520819e65139.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-b9a1dff7c6d0fa31a47e520819e65139.png\"><\/a><\/a><\/p>\n<p>\u53ef\u89c1\uff0c\u65e0\u8bba\u662f\u6570\u5b66\u7b49\u4e0d\u540c\u5b66\u79d1\u7684\u4e00\u822c\u6027\u95ee\u9898\uff0c\u8fd8\u662f\u4e00\u4e9b\u66f4\u9700\u8981\u300c\u773c\u529b\u89c1\u300d\u7684\u89c6\u89c9\u573a\u666f\uff0cR1V \u90fd\u53ef\u4ee5\u5e94\u4ed8\u81ea\u5982\u3002<\/p>\n<p><strong>\u4e09\u5927\u6838\u5fc3\u6280\u672f\u521b\u65b0<\/strong><\/p>\n<p><strong>\u8ba9\u5f00\u6e90\u89c6\u89c9\u601d\u8003\u6a21\u578b\u6210\u529f\u300c\u4e0a\u4f4d\u300d<\/strong><\/p>\n<p>\u4e3a\u4ec0\u4e48\u5230\u4e86 R1V \u7684\u7a0b\u5ea6\uff0c\u591a\u6a21\u6001\u4e0a\u7684\u5f3a\u63a8\u7406\u5c31\u80fd\u8dd1\u901a\u4e86\uff1f\u5728 R1V \u53d1\u5e03\u7684\u6280\u672f\u62a5\u544a\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u4e86\u89e3\u5230\u5176\u4e2d\u7684\u6280\u672f\u521b\u65b0\u3002<\/p>\n<p>\u89c6\u89c9\u591a\u6a21\u6001\u7684\u7279\u6b8a\u6027\u51b3\u5b9a\u4e86\u5176\u63a8\u7406\u4e0e\u6570\u5b66\u3001\u903b\u8f91\u7b49\u81ea\u7136\u8bed\u8a00\u63a8\u7406\u7684\u4e0d\u540c\uff0c\u524d\u8005\u8981\u89e3\u51b3\u8de8\u6a21\u6001\u5bf9\u9f50\u7b49\u4e00\u7cfb\u5217\u6311\u6218\u3002\u5c3d\u7ba1\u5f53\u524d\u7684\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff08VLM\uff09\u5728\u63cf\u8ff0\u6027\u4efb\u52a1\uff08\u6bd4\u5982\u4e3a\u56fe\u50cf\u751f\u6210\u8fde\u8d2f\u4e14\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u6587\u672c\u63cf\u8ff0\uff09\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u4f46\u5b83\u4eec\u5728\u51e0\u4f55\u8bc1\u660e\u3001\u79d1\u5b66\u95ee\u7b54\u7b49\u6d89\u53ca\u6df1\u5ea6\u903b\u8f91\u7684\u591a\u6a21\u6001\u4efb\u52a1\u4e2d\u4ecd\u7136\u4e0d\u5982\u5355\u6a21\u6001\u7cfb\u7edf\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-268dd466faa3efe84ef17914a0297ca8.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-268dd466faa3efe84ef17914a0297ca8.gif\"><\/a><\/p>\n<p><em>\u56fe\u7247\u6765\u81ea\u82f1\u4f1f\u8fbe\u535a\u5ba2\uff1ahttps:\/\/developer.nvidia.com\/blog\/vision-language-model-prompt-engineering-guide-for-image-and-video-understanding\/<\/em><\/p>\n<p>\u5bf9\u6b64\uff0c\u5b66\u754c\u63d0\u51fa\u5c06\u5177\u6709\u63a8\u7406\u80fd\u529b\u7684\u8bed\u8a00\u6a21\u578b\u96c6\u6210\u5230 VLM \u4e2d\u6765\u589e\u5f3a\u540e\u8005\u7684\u63a8\u7406\u80fd\u529b\u3002\u867d\u7136\u8fd9\u4e00\u65b9\u6848\u5f88\u6709\u6f5c\u529b\uff0c\u4f46\u5b9e\u73b0\u8fc7\u7a0b\u4e2d\u4e5f\u9762\u4e34\u6311\u6218\u3002\u6bd4\u5982\uff0c\u63a8\u7406\u4efb\u52a1\u7684\u72ec\u7279\u6027\u8981\u6c42\u5728\u8bad\u7ec3\u65f6\u4f7f\u7528\u4e13\u95e8\u7684\u63a8\u7406\u683c\u5f0f\u7684\u6570\u636e\uff0c\u7136\u800c\u5f53\u524d\u7684 VLM \u6570\u636e\u96c6\u4e3b\u8981\u7531\u975e\u63a8\u7406\u5185\u5bb9\u7ec4\u6210\uff0c\u5373\u4f7f\u662f\u4e00\u4e9b\u5305\u542b VLM \u601d\u7ef4\u94fe\u7684\u793a\u4f8b\uff0c\u5f80\u5f80\u7f3a\u4e4f\u9ad8\u7ea7\u63a8\u7406\u4efb\u52a1\u6240\u9700\u7684\u590d\u6742\u6027\u3002<\/p>\n<p>\u6b64\u5916\uff0cVLM \u7684\u63a8\u7406\u80fd\u529b\u63d0\u5347\u4e5f\u4f9d\u8d56\u591a\u6a21\u6001\u8868\u5f81\u5b66\u4e60\u3001\u77e5\u8bc6\u589e\u5f3a\u3001\u6a21\u5757\u5316\u67b6\u6784\u8bbe\u8ba1\u7b49\u6280\u672f\u5c42\u9762\u7684\u534f\u540c\u8fdb\u6b65\u3002\u663e\u7136\uff0c\u6606\u4ed1\u4e07\u7ef4\u7684 R1V \u5728\u8fd9\u4e9b\u65b9\u9762\u505a\u51fa\u4e86\u7a81\u7834\u3002<\/p>\n<p>\u4f5c\u4e3a\u4e00\u4e2a VLM \u63a8\u7406\u6a21\u578b\uff0cR1V \u91c7\u7528\u9ad8\u6548\u7684\u591a\u6a21\u6001\u8fc1\u79fb\u65b9\u6cd5\uff0c\u6700\u5927\u7a0b\u5ea6\u4fdd\u7559\u4e86\u6587\u672c\u63a8\u7406\u80fd\u529b\uff0c\u540c\u65f6\u4f18\u5316\u89c6\u89c9\u4efb\u52a1\u8868\u73b0\u3002\u540c\u65f6\uff0cR1V \u63d0\u51fa\u901a\u8fc7\u6df7\u5408\u4f18\u5316\u7b56\u7565\u6765\u52a0\u5f3a\u89c6\u89c9\u6587\u672c\u5bf9\u9f50\uff0c\u663e\u8457\u63d0\u5347\u4e86\u8de8\u6a21\u6001\u96c6\u6210\u6548\u7387\u3002\u6700\u540e\uff0cR1V \u5f15\u5165\u81ea\u9002\u5e94\u957f\u5ea6\u601d\u7ef4\u94fe\u84b8\u998f\u65b9\u6cd5\u6765\u751f\u6210\u63a8\u7406\u6570\u636e\u3002<\/p>\n<p>\u6b63\u662f\u6709\u4e86\u8fd9\u4e09\u5927\u6838\u5fc3\u6280\u672f\u7684\u652f\u6491\uff0cR1-V \u624d\u53d6\u5f97\u4e86\u9886\u5148\u7684\u591a\u6a21\u6001\u63a8\u7406\u6027\u80fd\u3002\u6211\u4eec\u63a5\u4e0b\u6765\u4e00\u4e00\u6765\u89e3\u6790\u3002<\/p>\n<p><strong>\u4e00\uff0c\u9ad8\u6548\u591a\u6a21\u6001\u63a8\u7406\u80fd\u529b\u8fc1\u79fb<\/strong>\u3002\u8be5\u5de5\u4f5c\u9996\u6b21\u63d0\u51fa\u4e86\u5229\u7528\u8f7b\u91cf\u7ea7 Skywork-VL \u89c6\u89c9\u6295\u5f71\u5668\uff0c\u4f7f R1V \u6a21\u578b\u5b9e\u73b0\u4e86\u65e0\u7f1d\u591a\u6a21\u6001\u9002\u5e94\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u65e0\u9700\u91cd\u65b0\u8bad\u7ec3\u57fa\u7840\u8bed\u8a00\u6a21\u578b\u6216\u89c6\u89c9\u7f16\u7801\u5668\uff0c\u5c31\u80fd\u9ad8\u6548\u5730\u5c06\u6587\u672c\u63a8\u7406\u80fd\u529b\u8fc1\u79fb\u5230\u89c6\u89c9\u4efb\u52a1\u4e2d\uff0c\u540c\u65f6\u5c06\u539f\u6709\u4f18\u79c0\u7684\u63a8\u7406\u6587\u672c\u80fd\u529b\u4fdd\u7559\u4e86\u4e0b\u6765\u3002<\/p>\n<p><strong>\u4e8c\uff0c\u591a\u6a21\u6001\u6df7\u5408\u5f0f\u8bad\u7ec3<\/strong>\uff0c\u5177\u4f53\u6765\u8bb2\u662f\u5c06\u8fed\u4ee3\u76d1\u7763\u5fae\u8c03\uff08Iterative SFT\uff09 \u4e0e DeepSeek-R1 \u7684\u6838\u5fc3 RL \u7b97\u6cd5\u7fa4\u7ec4\uff08\u76f8\u5bf9\u7b56\u7565\u4f18\u5316\uff0cGRPO\uff09\u76f8\u7ed3\u5408\uff0c\u5206\u9636\u6bb5\u5730\u5bf9\u9f50\u89c6\u89c9 &#8211; \u6587\u672c\u8868\u5f81\uff0c\u8fbe\u6210\u8de8\u6a21\u6001\u4efb\u52a1\u7684\u9ad8\u6548\u878d\u5408\uff0c\u5c06\u8de8\u6a21\u6001\u4efb\u52a1\u7684\u8868\u73b0\u63d0\u5347\u4e86\u4e00\u5927\u6b65\u3002<\/p>\n<p>\u5176\u4e2d\u5728<strong>\u8fed\u4ee3\u76d1\u7763\u5fae\u8c03\u9636\u6bb5<\/strong>\uff0c\u5bf9\u4e8e\u5229\u7528\u5956\u52b1\u6a21\u578b\u4ece\u5168\u90e8\u6570\u636e\u4e2d\u6311\u9009\u51fa\u7684\u9ad8\u8d28\u91cf\u6570\u636e\u4ee5\u53ca\u5728\u524d\u5e8f\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6a21\u578b\u672a\u80fd\u6b63\u786e\u5904\u7406\u7684\u96be\u70b9\u6570\u636e\uff0c\u8fdb\u884c\u53cd\u590d\u8fed\u4ee3\u5fae\u8c03\uff0c\u8ba9 R1V \u6301\u7eed\u5730\u5de9\u56fa\u81ea\u8eab\u77e5\u8bc6\u5e76\u81ea\u6211\u7ea0\u9519\uff0c\u7a33\u6b65\u63d0\u5347\u89c6\u89c9\u63a8\u7406\u80fd\u529b\u3002<\/p>\n<p>\u5728 <strong>GRPO \u5f3a\u5316\u5b66\u4e60\u9636\u6bb5<\/strong>\uff0c\u4e0d\u989d\u5916\u5f15\u5165\u8bc4\u5224\u5668\uff0c\u4ec5\u5bf9 R1V \u751f\u6210\u7684\u4e0d\u540c\u7b54\u6848\u8fdb\u884c\u7ec4\u5185\u5bf9\u6bd4\u5b66\u4e60\uff0c\u6700\u7ec8\u5927\u5e45\u63d0\u5347\u591a\u6a21\u6001\u63a8\u7406\u7684\u7a33\u5b9a\u6027\u3001\u7cbe\u5ea6\u548c\u6cdb\u5316\u8868\u73b0\u3002<\/p>\n<p>\u5982\u4e0b\u4e3a\u6df7\u5408\u4f18\u5316\u6846\u67b6\u7684\u793a\u610f\u56fe\uff0c\u5305\u62ec\u4e86\u4e09\u4e2a\u7ec6\u5316\u6b65\u9aa4\uff1a\u57fa\u4e8e\u5b8c\u6574\u6570\u636e\u96c6\u7684\u539f\u59cb\u8bad\u7ec3\u3001\u5229\u7528\u81ea\u5b9a\u4e49\u6570\u636e\u7684\u8fed\u4ee3\u8bad\u7ec3\u4ee5\u53ca\u5f3a\u5316\u5b66\u4e60\u3002\u4e09\u4e2a\u9636\u6bb5\u5171\u540c\u4f5c\u7528\uff0c\u6210\u4e3a R1V \u591a\u6a21\u6001\u63a8\u7406\u80fd\u529b\u63d0\u5347\u7684\u5173\u952e\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9536daebf66c695dccee4f29d1c89afa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9536daebf66c695dccee4f29d1c89afa.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u591a\u6a21\u6001\u6df7\u5408\u5f0f\u8bad\u7ec3<\/sup><\/em><\/p>\n<p><strong>\u4e09\uff0c\u81ea\u9002\u5e94\u957f\u5ea6\u601d\u7ef4\u94fe\u84b8\u998f\uff08AL-CoTD\uff09<\/strong>\u3002R1V \u5f15\u5165\u4e86\u4e00\u79cd\u57fa\u4e8e\u89c6\u89c9 &#8211; \u6587\u672c\u590d\u6742\u5ea6\u7684\u81ea\u9002\u5e94\u63a8\u7406\u94fe\u957f\u5ea6\u63a7\u5236\u673a\u5236\uff0c\u53ef\u4ee5\u5bf9\u6a21\u578b\u7684\u63a8\u7406\u8fc7\u7a0b\u8fdb\u884c\u52a8\u6001\u4f18\u5316\uff0c\u5728\u63d0\u5347\u63a8\u7406\u6548\u7387\u7684\u540c\u65f6\u907f\u514d\u6a21\u578b\u8fc7\u5ea6\u601d\u8003\u3002\u6b64\u5916\u7ed3\u5408\u591a\u9636\u6bb5\u81ea\u84b8\u998f\u7b56\u7565\uff0c\u63d0\u5347\u4e86\u6570\u636e\u751f\u6210\u4e0e\u63a8\u7406\u8fc7\u7a0b\u7684\u8d28\u91cf\uff0c\u786e\u4fdd\u6a21\u578b\u5728\u590d\u6742\u591a\u6a21\u6001\u4efb\u52a1\u4e2d\u4f9d\u7136\u6709\u4e0d\u4fd7\u7684\u8868\u73b0\u3002<\/p>\n<p>\u4e0b\u56fe\u4e3a\u5177\u4f53\u7684\u6d41\u7a0b\uff0c\u5305\u62ec\u4e86\u8d28\u91cf\u548c\u96be\u5ea6\u8bc4\u4f30\u6a21\u5757\uff08QDAM\uff09\uff0c\u4ece\u89c6\u89c9\u8bc4\u5206\u548c\u6587\u672c\u8bc4\u5206\u4e24\u4e2a\u4e3b\u8981\u7ef4\u5ea6\u6765\u7cfb\u7edf\u5730\u8bc4\u4f30\u56fe\u50cf &#8211; \u6587\u672c\u67e5\u8be2\u5bf9\uff1b\u89c6\u89c9 &#8211; \u6587\u672c\u96c6\u6210\u5206\u6790\u5668\uff08VTIA\uff09\uff0c\u901a\u8fc7\u53e5\u6cd5\u548c\u8bed\u4e49\u5206\u6790\u786e\u5b9a\u8de8\u6a21\u6001\u96c6\u6210\u6240\u9700\u8981\u7684\u6df1\u5ea6\uff0c\u5e76\u6839\u636e\u56fe\u50cf &#8211; \u6587\u672c\u67e5\u8be2\u4e2d\u7684\u6a21\u5f0f\u8bc6\u522b\u6765\u8ba1\u7b97\u96c6\u6210\u8bc4\u5206\uff1b\u52a8\u6001\u63a8\u7406\u957f\u5ea6\u63a7\u5236\u5668\uff08DRLC\uff09\u4ee5\u53ca\u5728\u6b64\u57fa\u7840\u4e0a\u5f62\u6210\u7684\u591a\u9636\u6bb5\u81ea\u84b8\u998f pipeline\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ca6778a7e07e4b3eaa60af03a06f86e8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ca6778a7e07e4b3eaa60af03a06f86e8.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 AL-CoTD 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\u521d\u6b65\u5b66\u4e60\u5982\u4f55\u5c06\u56fe\u50cf\u7279\u5f81\u6620\u5c04\u81f3\u8bed\u8a00\u7a7a\u95f4\u3002\u8fd9\u4e00\u9636\u6bb5\u4ec5\u8bad\u7ec3 MLP \u9002\u914d\u5668\uff0c\u5728\u4fdd\u6301\u89c6\u89c9\u7f16\u7801\u5668\u548c\u8bed\u8a00\u6a21\u578b\u7684\u6570\u51bb\u7ed3\u4e0d\u53d8\u7684\u60c5\u51b5\u4e0b\uff0c\u5feb\u901f\u3001\u9ad8\u6548\u5730\u8fbe\u6210\u89c6\u89c9\u4e0e\u8bed\u8a00\u8868\u5f81\u521d\u6b65\u5bf9\u9f50\u7684\u76ee\u7684\u3002<\/p>\n<p>\u5176\u6b21\u662f<strong>\u63a8\u7406\u80fd\u529b\u8fc1\u79fb<\/strong>\u3002\u57fa\u4e8e\u7b2c\u4e00\u9636\u6bb5\u8bad\u7ec3\u597d\u7684 MLP \u9002\u914d\u5668\uff0c\u76f4\u63a5\u5c06\u89c6\u89c9\u7f16\u7801\u5668\u4e0e\u539f\u59cb\u7684\u5f3a\u63a8\u7406\u8bed\u8a00\u6a21\u578b\uff08R1-distilled-Qwen-32B\uff09\u8fde\u63a5\uff0c\u5f62\u6210 R1V \u89c6\u89c9\u63a8\u7406\u6a21\u578b\u3002\u867d\u7136\u6b64\u65f6\u8bed\u8a00\u6a21\u578b\u7684\u53c2\u6570\u53d1\u751f\u4e86\u6539\u53d8\uff0c\u4f46\u5f97\u76ca\u4e8e\u8bed\u8a00\u6a21\u578b\u67b6\u6784\u7684\u9ad8\u5ea6\u76f8\u4f3c\u6027\u548c MLP \u7684\u6cdb\u5316\u80fd\u529b\uff0c\u91cd\u7ec4\u540e\u7684\u6a21\u578b\u5df2\u80fd\u8868\u73b0\u51fa\u4e00\u5b9a\u7684\u89c6\u89c9\u63a8\u7406\u80fd\u529b\uff0c\u521d\u59cb\u6027\u80fd\u5373\u8fbe\u5230\u4e86\u4e1a\u5185\u540c\u7b49\u89c4\u6a21\u7684\u5148\u8fdb\u6c34\u5e73\u3002<\/p>\n<p>\u6700\u540e\u662f<strong>\u89c6\u89c9\u4e0e\u6587\u672c\u6a21\u6001\u7cbe\u51c6\u5bf9\u9f50<\/strong>\uff0c\u5373\u4e0a\u9762\u63d0\u5230\u7684\u300c\u6df7\u5408\u4f18\u5316\u6846\u67b6\u300d\uff0c\u7ed3\u5408\u8fed\u4ee3\u76d1\u7763\u5fae\u8c03\u548c GRPO 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data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-6e37a7a153162f4634632132c9fda562.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u8868 1\uff1a\u4e0e\u5f00\u6e90\u8fd1\u4f3c\u5c3a\u5bf8\u6a21\u578b\u6a2a\u5411\u5bf9\u6bd4<\/sup><\/em><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-8c071dd4d8344b0c3da1b566c8516c4c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-8c071dd4d8344b0c3da1b566c8516c4c.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 1\uff1a\u4e0e\u5f00\u6e90\u540c\u7b49\u53ca\u66f4\u5927\u5c3a\u5bf8\u6a21\u578b\u5bf9\u6bd4<\/sup><\/em><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0f536c0c71f5e667fd62c62f644ba35c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0f536c0c71f5e667fd62c62f644ba35c.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 2\uff1a\u4e0e\u5f00\u6e90\u66f4\u5927\u5c3a\u5bf8\u6a21\u578b\u4ee5\u53ca\u95ed\u6e90\u4e13\u6709\u6a21\u578b\u5bf9\u6bd4<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5728\u5f00\u6e90 R1V \u6a21\u578b\u5e76\u516c\u5f00\u65b9\u6cd5\u4e4b\u540e\uff0c\u6606\u4ed1\u4e07\u7ef4\u5e0c\u671b\u80fd\u591f\u63a8\u52a8\u5168\u7403\u8303\u56f4\u5185\u7684\u5b66\u672f\u7814\u7a76\u4e0e\u4ea7\u4e1a\u5e94\u7528\u63a2\u7d22\u3002\u4e0d\u4ec5\u5982\u6b64\uff0c\u6606\u4ed1\u4e07\u7ef4 Skywork 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\u97f3\u4e50\u521b\u4f5c\u5e73\u53f0 Mureka\u3001AI \u77ed\u5267\u5e73\u53f0 SkyReels\u3001AI \u793e\u4ea4\u4ea7\u54c1 Linky \u7b49\u7b49\u3002<\/section>\n<section><\/section>\n<section>\u4eca\u5e74 2 \u6708\uff0c\u6606\u4ed1\u4e07\u7ef4\u53d1\u5e03<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650954864&amp;idx=1&amp;sn=9371521f72e118961738f9238a8b2a31&amp;scene=21#wechat_redirect\" target=\"_blank\">\u4e16\u754c\u6a21\u578b Matrix-Zero \u7cfb\u5217<\/a>\uff0c\u628a\u63a2\u7d22\u5ef6\u4f38\u5230\u4e86 AI \u9886\u57df\u6700\u524d\u6cbf\u7684\u65b9\u5411\u3002\u5728\u53ef\u4ee5\u6a21\u62df\u7269\u7406\u4e16\u754c\u7684 AI \u6a21\u578b\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u8bb8\u591a\u5b9e\u9a8c\u548c\u4eff\u771f\u4efb\u52a1\uff0c\u6216\u662f\u5b8c\u6210\u4e0d\u540c\u4ee5\u5f80\u7684\u5f71\u89c6\u521b\u4f5c\u3002\u518d\u52a0\u4e0a\u4eca\u5929\u5f00\u6e90\u51fa\u6765\u7684 R1V 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