{"id":37945,"date":"2025-02-07T01:00:56","date_gmt":"2025-02-06T17:00:56","guid":{"rendered":"https:\/\/17aitech.com\/?p=37945"},"modified":"2025-02-07T01:00:56","modified_gmt":"2025-02-06T17:00:56","slug":"%e6%9c%80%e6%87%82%e5%8c%bb%e7%96%97%e7%9a%84%e5%9b%bd%e4%ba%a7%e6%8e%a8%e7%90%86%e5%a4%a7%e6%a8%a1%e5%9e%8b%ef%bc%8c%e6%9e%9c%e7%84%b6%e6%9d%a5%e8%87%aa%e7%99%be%e5%b7%9d%e6%99%ba%e8%83%bd","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37945","title":{"rendered":"\u6700\u61c2\u533b\u7597\u7684\u56fd\u4ea7\u63a8\u7406\u5927\u6a21\u578b\uff0c\u679c\u7136\u6765\u81ea\u767e\u5ddd\u667a\u80fd"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-01-24-8\" target=\"_blank\">\u6700\u61c2\u533b\u7597\u7684\u56fd\u4ea7\u63a8\u7406\u5927\u6a21\u578b\uff0c\u679c\u7136\u6765\u81ea\u767e\u5ddd\u667a\u80fd<\/a><\/p>\n<p>\u5e74\u5173\u5c06\u8fd1\uff0c\u5168\u7403 AI \u5927\u6a21\u578b\u5374\u7a81\u7136\u5377\u4e86\u8d77\u6765\u3002<\/p>\n<p>\u5c31\u5728\u672c\u5468\uff0cKimi \u7684\u65b0\u6a21\u578b\u6253\u5f00\u4e86\u5f3a\u5316\u5b66\u4e60 Scaling \u65b0\u8303\u5f0f\uff0cDeepSeek R1 \u7528\u5f00\u6e90\u7684\u65b9\u5f0f\u300c\u63a5\u73ed\u4e86 OpenAI\u300d\uff0c\u8c37\u6b4c\u5219\u628a Gemini 2.0 Flash Thinking \u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u5ef6\u4f38\u5230\u4e86 1M\u3002\u79cd\u79cd\u8ff9\u8c61\u8868\u660e\uff0c\u8fdb\u5165\u63a8\u7406\u589e\u5f3a\u8d5b\u9053\u7684\u5404\u4f4d\u73a9\u5bb6\u6b63\u8bd5\u56fe\u5728\u6700\u8fd1\u4e00\u4e24\u4e2a\u6708\u5377\u51fa\u4e2a\u9ad8\u4e0b\u3002<\/p>\n<p>1 \u6708 24 \u65e5\u4e0a\u5348\uff0c\u767e\u5ddd\u667a\u80fd\u91cd\u78c5\u53d1\u5e03\u4e86<strong>\u56fd\u5185\u9996\u4e2a\u5168\u573a\u666f\u6df1\u5ea6\u601d\u8003\u6a21\u578b<\/strong>\uff0c\u628a\u8fd9\u4e00\u8f6e\u519b\u5907\u7ade\u8d5b\u63a8\u5411\u4e86\u9ad8\u6f6e\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1c70368035b2a5939bc218cbba37d2e2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1c70368035b2a5939bc218cbba37d2e2.png\"><\/a><\/p>\n<p>Baichuan-M1-preview \u540c\u65f6\u5177\u5907\u8bed\u8a00\u63a8\u7406\u3001\u89c6\u89c9\u63a8\u7406\u548c\u641c\u7d22\u63a8\u7406\u4e09\u4e2a\u7ef4\u5ea6\u7684\u5168\u9762\u63a8\u7406\u80fd\u529b\uff0c\u5404\u9879\u80fd\u529b\u5728\u591a\u4e2a\u9886\u57df\u7684\u4e3b\u6d41\u5f00\u6e90\u3001\u95ed\u6e90\u8bc4\u6d4b\u96c6\u4e0a\u8868\u73b0\u51fa\u4f17\u3002<\/p>\n<p>\u5728 AIME \u548c Math \u7b49\u6570\u5b66\u57fa\u51c6\u6d4b\u8bd5\u4ee5\u53ca LiveCodeBench \u4ee3\u7801\u4efb\u52a1\u4e0a\uff0cBaichuan-M1-preview \u7684\u6210\u7ee9\u8d85\u8d8a\u4e86 o1-preview \u7b49\u6a21\u578b\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-40298a8604f371e036896bb2e258aaab.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-40298a8604f371e036896bb2e258aaab.png\"><\/a><\/p>\n<p>\u5728\u89c6\u89c9\u63a8\u7406\u80fd\u529b\u65b9\u9762\u7684 MMMU-val\u3001MathVista \u7b49\u6743\u5a01\u8bc4\u6d4b\u4e2d\uff0cBaichuan-M1-preview \u8d85\u8d8a\u4e86 GPT-4o\u3001Claude3.5 Sonnet\u3001QVQ-72B-Preview \u7b49\u6a21\u578b\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-88535bc978849378b6b7f148d34d27ee.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-88535bc978849378b6b7f148d34d27ee.png\"><\/a><\/p>\n<p>\u76ee\u524d\uff0c\u767e\u5ddd\u5df2\u7ecf\u5c06 Baichuan-M1-preview \u5728\u767e\u5c0f\u5e94 App \u4e2d\u4e0a\u7ebf\u3002\u4e00\u591c\u4e4b\u95f4\uff0c\u767e\u5c0f\u5e94\u5c31\u5177\u5907\u4e86\u6df1\u5ea6\u601d\u8003\u6a21\u5f0f\u3002<\/p>\n<p>\u767e\u5ddd\u4e5f\u5c55\u793a\u4e86\u65b0\u6a21\u578b\u5728\u5927\u91cf\u4efb\u52a1\u4e0a\u7684\u5b9e\u9645\u5e94\u7528\u6548\u679c\u3002\u5728\u5b66\u672f\u7814\u7a76\u3001\u8f6f\u4ef6\u5f00\u53d1\u3001\u533b\u7597\u5065\u5eb7\u65b9\u9762\uff0cBaichuan-M1-preview \u7684\u601d\u8003\u80fd\u529b\u90fd\u5c55\u73b0\u51fa\u72ec\u7279\u4f18\u52bf\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1feb5ad067e924d4386eaef69314ff4f.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1feb5ad067e924d4386eaef69314ff4f.gif\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u5728\u6570\u5b66\u63a8\u7406\u548c\u8de8\u5b66\u79d1\u77e5\u8bc6\u5904\u7406\u65b9\u9762\u8868\u73b0\u5353\u8d8a\uff0c\u80fd\u591f\u89e3\u51b3\u590d\u6742\u7406\u8bba\u95ee\u9898\u3002<\/sup><\/em><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-ac909209d845c843a938f9b7b9c423f3.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-ac909209d845c843a938f9b7b9c423f3.gif\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u6df1\u5165\u7406\u89e3\u4ee3\u7801\u7ed3\u6784\uff0c\u63d0\u4f9b\u7cbe\u51c6\u7684\u4f18\u5316\u5efa\u8bae\u548c\u8c03\u8bd5\u65b9\u6848\uff0c\u663e\u8457\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002<\/sup><\/em><\/p>\n<p>\u6b64\u5916\uff0c\u533b\u7597\u80fd\u529b\u662f Baichuan-M1-preview \u53e6\u4e00\u5927\u4eae\u70b9\uff0c\u5b83\u80fd\u50cf\u8d44\u6df1\u533b\u7597\u4e13\u5bb6\u4e00\u6837\u8fdb\u884c\u6df1\u5ea6\u601d\u8003\uff0c\u6784\u5efa\u4e25\u8c28\u7684\u533b\u5b66\u63a8\u7406\u8fc7\u7a0b\uff0c\u641c\u7d22\u5230\u533b\u7597\u4fe1\u606f\u4e4b\u540e\u4f1a\u5bf9\u4e0d\u540c\u6743\u5a01\u7b49\u7ea7\u7684\u8bc1\u636e\u8fdb\u884c\u4e13\u4e1a\u5206\u6790\u4e0e\u6574\u5408\uff0c\u5e76\u4fdd\u8bc1\u4fe1\u606f\u7684\u51c6\u786e\u6027\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-fbdd0b7ee10b5924c7c5d8630a1f04b6.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-fbdd0b7ee10b5924c7c5d8630a1f04b6.gif\"><\/a><\/p>\n<p><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 \u901a\u8fc7\u4e25\u8c28\u7684\u75c5\u7a0b\u63a8\u7406\uff0c\u534f\u52a9\u533b\u751f\u8fdb\u884c\u8bca\u65ad\u51b3\u7b56\uff0c\u4e3a\u60a3\u8005\u63d0\u4f9b\u5168\u9762\u7684\u5206\u6790\u548c\u4e2a\u6027\u5316\u5efa\u8bae\u3002<\/sup><\/em><\/p>\n<p><strong>\u6df1\u5ea6\u601d\u8003\u5927\u6a21\u578b<\/strong><\/p>\n<p><strong>\u5377\u5230\u4e86\u533b\u7597\u9886\u57df<\/strong><\/p>\n<p>\u4ece\u843d\u5730\u6548\u679c\u770b\uff0c\u767e\u5ddd\u667a\u80fd\u7684 M1 \u5927\u6a21\u578b\u53ef\u4ee5\u8bf4\u65e2\u6709\u901a\u7528\u80fd\u529b\uff0c\u53c8\u62e5\u6709\u4e13\u7cbe\u7684\u957f\u677f\u3002<\/p>\n<p><strong>\u5b83\u89e3\u9501\u4e86\u300c\u533b\u7597\u5faa\u8bc1\u6a21\u5f0f\u300d\u3002<\/strong>\u4e5f\u5c31\u662f\u8bf4\uff0c\u5f53\u7528\u6237\u4f7f\u7528 Baichuan-M1-preview \u56de\u7b54\u590d\u6742\u533b\u5b66\u95ee\u9898\u65f6\uff0c\u6a21\u578b\u80fd\u50cf\u300c\u5faa\u8bc1\u533b\u5b66\u300d\uff08Evidence-based medicine\uff09\u4e00\u6837\uff0c\u7528\u4e13\u4e1a\u53ef\u9760\u7684\u533b\u7597\u77e5\u8bc6\u4f5c\u4e3a\u63a8\u7406\u4f9d\u636e\uff0c\u901a\u8fc7\u300c\u6446\u4e8b\u5b9e\u3001\u8bb2\u9053\u7406\u300d\u7684\u5faa\u8bc1\u65b9\u5f0f\u63d0\u4f9b\u8a00\u4e4b\u6709\u7269\u3001\u6709\u7406\u6709\u636e\u7684\u89e3\u7b54\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-04a4ea3cbe4853fe1fa55eae3129ef1a.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-04a4ea3cbe4853fe1fa55eae3129ef1a.gif\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-38ce0beea7ef03c34af7bd058cb7c213.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-38ce0beea7ef03c34af7bd058cb7c213.gif\"><\/a><\/section>\n<section>\u4e3a\u6b64\uff0c\u767e\u5ddd\u667a\u80fd\u81ea\u5efa\u4e86\u6db5\u76d6\u4ebf\u7ea7\u6761\u76ee\u7684\u5faa\u8bc1\u533b\u5b66\u77e5\u8bc6\u5e93\uff0c\u56ca\u62ec\u4e86\u56fd\u5185\u5916\u6d77\u91cf\u533b\u5b66\u8bba\u6587\u3001\u6743\u5a01\u6307\u5357\u3001\u4e13\u5bb6\u5171\u8bc6\u3001\u75be\u75c5\u4e0e\u75c7\u72b6\u89e3\u6790\u3001\u836f\u54c1\u8bf4\u660e\u7b49\u4e13\u4e1a\u533b\u7597\u5185\u5bb9\uff0c\u4e14\u4ee5\u5929\u4e3a\u5355\u4f4d\u8fdb\u884c\u52a8\u6001\u66f4\u65b0\uff0c\u53ca\u65f6\u6536\u5f55\u533b\u7597\u9886\u57df\u7684\u65b0\u7a81\u7834\u3001\u65b0\u8fdb\u5c55\u3002<\/section>\n<section><\/section>\n<section>\u867d\u7136\u62e5\u6709\u4e86\u6570\u636e\u91cf\u5e9e\u5927\u7684\u533b\u7597\u77e5\u8bc6\u5e93\uff0c\u4f46\u662f\u533b\u5b66\u77e5\u8bc6\u591a\u6837\u6027\u5f3a\u3001\u56e0\u679c\u5173\u7cfb\u590d\u6742\uff0c\u5c24\u5176\u53e0\u52a0\u4e86\u4e92\u8054\u7f51\u4e0a\u641c\u7d22\u5230\u7684\u4fe1\u606f\u540e\uff0c\u6211\u4eec\u4ecd\u7136\u53ef\u80fd\u4f1a\u9047\u5230\u90e8\u5206\u533b\u5b66\u6570\u636e\u3001\u533b\u5b66\u7406\u8bba\u4e0d\u4e00\u81f4\u7684\u60c5\u51b5\u3002<\/section>\n<section><\/section>\n<section>\u9762\u5bf9\u8fd9\u4e2a\u5173\u952e\u95ee\u9898\uff0c\u533b\u7597\u5faa\u8bc1\u6a21\u5f0f\u8fd8\u80fd\u8fd0\u7528\u533b\u5b66\u77e5\u8bc6\u548c\u8bc1\u636e\u8bc4\u4f30\u6807\u51c6\uff0c\u5bf9\u8bc1\u636e\u8fdb\u884c\u591a\u5c42\u5206\u7ea7\uff0c\u5e76\u5bf9\u4e0d\u540c\u6743\u5a01\u7b49\u7ea7\u7684\u8bc1\u636e\u8fdb\u884c\u4e13\u4e1a\u5206\u6790\u4e0e\u6574\u5408\uff0c\u8bc6\u522b\u5404\u7c7b\u6743\u5a01\u4fe1\u606f\u7684\u6765\u6e90\u548c\u53ef\u4fe1\u5ea6\uff0c\u4ece\u800c\u907f\u514d\u56e0\u4fe1\u606f\u6df7\u6742\u5bfc\u81f4\u7684\u8bef\u5224\uff0c\u5f62\u6210\u5168\u9762\u3001\u8fde\u8d2f\u7684\u533b\u5b66\u7ed3\u8bba\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u6837\u4e00\u5957\u64cd\u4f5c\u4e0b\u6765\uff0c\u5927\u5927\u63d0\u5347\u4e86\u5927\u6a21\u578b\u8fdb\u884c\u533b\u7597\u63a8\u7406\u7684\u53ef\u9760\u6027\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u533b\u7597\u9886\u57df\u7684\u4e13\u4e1a\u4eba\u58eb\u6765\u8bf4\uff0cBaichuan-M1-preview \u7684\u533b\u7597\u5faa\u8bc1\u6a21\u5f0f\u9996\u5148\u5728\u4e34\u5e8a\u573a\u666f\u4e2d\u4e3a\u4ed6\u4eec\u63d0\u4f9b\u4e86\u5feb\u901f\u83b7\u53d6\u8de8\u5b66\u79d1\u3001\u8de8\u75c5\u79cd\u590d\u6742\u4e34\u5e8a\u95ee\u9898\u6700\u65b0\u79d1\u7814\u6210\u679c\u6216\u6743\u5a01\u6307\u5357\u7684\u65b9\u5f0f\uff0c\u80fd\u591f\u8f85\u52a9\u7591\u96be\u75c5\u75c7\u7684\u8bca\u65ad\u548c\u6cbb\u7597\u63d0\u4f9b\uff0c\u63d0\u5347\u4e34\u5e8a\u51b3\u7b56\u6548\u7387\u3002\u5176\u6b21\u5728\u533b\u5b66\u79d1\u7814\u573a\u666f\u4e2d\uff0c\u80fd\u591f\u5e2e\u52a9\u4e13\u4e1a\u4eba\u58eb\u8fc5\u901f\u68c0\u7d22\u6700\u524d\u6cbf\u3001\u6700\u76f8\u5173\u3001\u6700\u6743\u5a01\u7684\u7814\u7a76\u6210\u679c\uff0c\u9ad8\u6548\u6784\u5efa\u5b8c\u6574\u7684\u9886\u57df\u77e5\u8bc6\u4f53\u7cfb\uff0c\u5927\u5e45\u63d0\u5347\u79d1\u7814\u63a2\u7d22\u7684\u6548\u7387\u548c\u8d28\u91cf\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u60a3\u8005\u6765\u8bf4\uff0c\u4ed6\u4eec\u53ef\u4ee5\u57fa\u4e8e\u533b\u7597\u5faa\u8bc1\u6a21\u5f0f\u67e5\u8be2\u901a\u8fc7\u6743\u5a01\u6307\u5357\u548c\u79d1\u5b66\u7814\u7a76\u63a8\u7406\u603b\u7ed3\u7684\u7ed3\u8bba\uff0c\u83b7\u53d6\u7b2c\u4e8c\u8bca\u7597\u610f\u89c1\u3001\u63d0\u5347\u4e0e\u533b\u751f\u7684\u6c9f\u901a\u8d28\u91cf\uff0c\u4ee5\u53ca\u6e05\u6670\u3001\u5e7f\u6cdb\u7684\u79d1\u666e\u652f\u6301\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e00\u6a21\u5f0f\u4e0d\u53ea\u662f\u63d0\u5347\u4e86\u6a21\u578b\u533b\u7597\u7ed3\u679c\u7684\u53ef\u4fe1\u5ea6\uff0c\u4e5f\u4e3a\u5927\u6a21\u578b\u5728\u533b\u7597\u7b49\u9ad8\u5ea6\u4e13\u4e1a\u9886\u57df\u7684\u843d\u5730\u5e94\u7528\u6307\u660e\u4e86\u65b9\u5411\u3002<\/section>\n<section><\/section>\n<section><strong>14B \u7248\u672c\u76f4\u63a5\u5f00\u6e90<\/strong><\/section>\n<section><strong>\u5168\u94fe\u8def\u4f18\u5316\u8fc7\u7a0b\u66dd\u5149<\/strong><\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e Baichuan-M1-preview \u7684\u5c0f\u5c3a\u5bf8\u7248\u6a21\u578b Baichuan-M1-14B\uff0c\u767e\u5ddd\u667a\u80fd\u9009\u62e9\u4e86\u76f4\u63a5\u5f00\u6e90\u3002<\/section>\n<section><\/section>\n<section>\u4f5c\u4e3a<strong>\u884c\u4e1a\u9996\u4e2a\u533b\u7597\u589e\u5f3a\u5f00\u6e90\u6a21\u578b<\/strong>\uff0cBaichuan-M1-14B \u8868\u73b0\u4f18\u5f02\u3002\u5728 cmexam\u3001clinicalbench_hos\u3001clinicalbench_hos\u3001erke \u7b49\u6743\u5a01\u533b\u5b66\u77e5\u8bc6\u548c\u4e34\u5e8a\u80fd\u529b\u8bc4\u6d4b\u4e0a\uff0c\u5b83\u7684\u6210\u7ee9\u8d85\u8d8a\u4e86\u66f4\u5927\u53c2\u6570\u91cf\u7684 Qwen2.5-72B-Instruct\uff0c\u4e0e o1-mini \u4e5f\u76f8\u5dee\u65e0\u51e0\u3002<\/section>\n<section><\/section>\n<section>Baichuan-M1 \u7cfb\u5217\u5584\u4e8e\u901a\u8fc7\u6df1\u5ea6\u601d\u8003\u6765\u89e3\u51b3\u590d\u6742\u63a8\u7406\u95ee\u9898\uff0c\u5e76\u4e14\u5c24\u5176\u64c5\u957f\u590d\u6742\u533b\u7597\u95ee\u9898\u7684\u63a8\u7406\u3002\u90a3\u4e48\uff0c\u5b83\u662f\u5982\u4f55\u505a\u5230\u7684\uff1f<\/section>\n<section><\/section>\n<section>\u6211\u4eec\u53ef\u4ee5\u4ece Baichuan-M1-14B \u516c\u5e03\u7684\u6280\u672f\u7ec6\u8282\u4e2d\u505a\u4e00\u4e9b\u5206\u6790\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u6709\u6548\u63d0\u5347\u533b\u7597\u80fd\u529b\uff0cBaichuan-M1 -14B \u4ece\u6570\u636e\u5230\u8bad\u7ec3\u518d\u5230\u5bf9\u9f50\u65b9\u6cd5\uff0c\u5e94\u7528\u4e86\u4e00\u7cfb\u5217\u521b\u65b0\u601d\u8def\u3002<\/section>\n<section><\/section>\n<section>\u5728<strong>\u6570\u636e\u6536\u96c6<\/strong>\u65b9\u9762\uff0c\u767e\u5ddd\u667a\u80fd\u6295\u5165\u4e86\u5927\u91cf\u65f6\u95f4\uff0c\u9488\u5bf9\u4e0d\u540c\u573a\u666f\u505a\u4e86\u975e\u5e38\u7ec6\u81f4\u7684\u6570\u636e\u6536\u96c6\uff0c\u8986\u76d6\u516c\u5f00\u548c\u975e\u516c\u5f00\u7684\u6570\u636e\u3002\u4ece\u4e2d \/ \u82f1\u6587\u4e13\u4e1a\u533b\u7597\u8bba\u6587\u3001\u9662\u5185\u771f\u5b9e\u533b\u7597\u75c5\u4f8b\u3001\u6559\u6750\u548c\u4e66\u7c4d\uff0c\u518d\u5230\u6d77\u91cf\u8bcd\u6761\u3001\u77e5\u8bc6\u5e93\u7b49\u6784\u6210\u7684\u77e5\u8bc6\u56fe\u8c31\uff0c\u603b\u5171\u6574\u7406\u4e86\u4e07\u4ebf\u7ea7 token \u7684\u4e25\u8083\u533b\u7597\u6570\u636e\u3002<\/section>\n<section><\/section>\n<section>\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u767e\u5ddd\u8fd8\u5bf9\u5168\u7f51\u6570\u636e\u8fdb\u884c\u4e86\u5168\u9762\u7684\u5206\u7c7b\u548c\u8bc4\u4f30\uff0c\u5728\u9884\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6267\u884c\u4e25\u683c\u7684\u6570\u636e\u7b5b\u9009\u7b56\u7565\u4ee5\u786e\u4fdd\u5404\u79d1\u5ba4\u7684\u6570\u636e\u5206\u5e03\u5747\u8861\uff0c\u4fdd\u8bc1\u6a21\u578b\u80fd\u591f\u5b66\u5230\u6b63\u786e\u4e14\u6709\u533b\u7597\u4ef7\u503c\u7684\u4e30\u5bcc\u4fe1\u606f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-484b34b16450d93aabe38c37ce4e78ea.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-484b34b16450d93aabe38c37ce4e78ea.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 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u6570\u636e\u533b\u7597\u79d1\u5ba4\u5206\u7c7b\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u540c\u65f6\u8fdb\u884c\u7684\u4e00\u9879\u91cd\u8981\u5de5\u4f5c\u662f<strong>\u6570\u636e\u5408\u6210<\/strong>\uff0c\u767e\u5ddd\u9488\u5bf9\u77e5\u8bc6\u56fe\u8c31\u3001\u75c5\u4f8b\u3001\u6559\u6750\u3001\u6307\u5357\u3001\u77e5\u8bc6\u5e93\u3001\u4e13\u5bb6\u5171\u8bc6\u3001\u95ee\u8bca\u8bb0\u5f55\u3001\u5b66\u672f\u8bba\u6587\u7b49\u6db5\u76d6\u771f\u5b9e\u4e14\u6d53\u7f29\u7684\u533b\u7597\u77e5\u8bc6\u548c\u51b3\u7b56\u7ecf\u9a8c\u7684\u9ad8\u8d28\u91cf\u6570\u636e\uff0c\u5bf9\u6bcf\u79cd\u7c7b\u578b\u6570\u636e\u8bbe\u8ba1\u4e86\u9488\u5bf9\u6027\u7684\u6570\u636e\u5408\u6210\u65b9\u6848\u3002<\/section>\n<section><\/section>\n<section>\u501f\u52a9\u4e1a\u754c\u5148\u8fdb\u6a21\u578b\uff0c\u767e\u5ddd\u751f\u6210\u4e86\u8d85\u5343\u4ebf token \u9ad8\u8d28\u91cf\u533b\u7597\u63a8\u7406\u6570\u636e\u3001\u6570\u636e\u5f62\u5f0f\u4e30\u5bcc\uff0c\u5305\u542b\u4e86\u533b\u7597\u590d\u6742\u51b3\u7b56\u63a8\u7406\u94fe\u6761\u3001\u51b3\u7b56\u4f9d\u636e\u4ee5\u53ca\u95ee\u7b54\u5bf9\u7b49\u591a\u79cd\u5f62\u5f0f\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e9b\u5408\u6210\u6570\u636e\u4e0d\u4ec5\u5177\u5907\u591a\u6837\u5316\u7684\u77e5\u8bc6\u5448\u73b0\u5f62\u5f0f\uff0c\u5e76\u4e14\u5305\u542b\u4e86\u5927\u91cf\u4e0e\u4eba\u7c7b\u533b\u751f\u771f\u5b9e\u51b3\u7b56\u4e00\u81f4\u7684\u6a21\u62df\u601d\u7ef4\u8fc7\u7a0b\uff0c\u663e\u8457\u63d0\u5347\u4e86\u5927\u6a21\u578b\u7684\u533b\u7597\u63a8\u7406\u80fd\u529b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d44a636bb637983de05c5cb6cc89b79c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d44a636bb637983de05c5cb6cc89b79c.png\"><\/a><\/section>\n<section>\u53e6\u5916\u5728\u901a\u7528\u6027\u65b9\u5411\u4e0a\uff0c\u767e\u5ddd\u667a\u80fd\u6784\u5efa\u4e86\u89c4\u6a21\u4e3a 20T \u7684\u591a\u8bed\u8a00\u6570\u636e\u96c6\u3002\u5176\u4e2d\u5305\u62ec 14T \u82f1\u6587\u6570\u636e\u30014T \u4e2d\u6587\u6570\u636e\uff0c\u4ee5\u53ca 2T \u8986\u76d6\u5168\u7403\u524d 30 \u5927\u4e3b\u6d41\u8bed\u8a00\u7684\u591a\u8bed\u8a00\u6570\u636e\u3002<\/section>\n<section><\/section>\n<section>\u8fc8\u8fc7\u6570\u636e\u95e8\u69db\uff0c\u6765\u5230\u6a21\u578b\u7684<strong>\u8bad\u7ec3\u9636\u6bb5<\/strong>\u3002\u767e\u5ddd\u667a\u80fd\u8fd0\u7528\u884c\u4e1a\u9996\u521b\u7684\u591a\u9636\u6bb5\u9886\u57df\u63d0\u5347\u65b9\u6848\uff0c\u5c06\u6574\u4e2a\u8bad\u7ec3\u5206\u6210\u4e86\u901a\u8bc6\u63d0\u5347\u3001\u533b\u7597\u57fa\u7840\u77e5\u8bc6\u63d0\u5347\u3001\u533b\u7597\u8fdb\u9636\u77e5\u8bc6\u63d0\u5347\u4e09\u9636\u6bb5\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-f887d189a9b6b3f1cbfeddc0310d3e8e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-f887d189a9b6b3f1cbfeddc0310d3e8e.png\"><\/a><\/section>\n<section>\u5177\u4f53\u6765\u8bf4\uff0c\u4e09\u4e2a\u9636\u6bb5\u5206\u522b\u662f\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u901a\u8bc6\u80fd\u529b\u63d0\u5347\u3002\u8fdb\u884c\u57fa\u7840\u8bed\u8a00\u6a21\u578b\u5efa\u6a21\uff0c\u63d0\u5347\u6a21\u578b\u7684\u57fa\u7840\u8bed\u8a00\u80fd\u529b\u3001\u5e38\u8bc6\u7b49\u80fd\u529b\uff1b<\/section>\n<\/li>\n<li>\n<section>\u533b\u7597\u57fa\u7840\u77e5\u8bc6\u63d0\u5347\u3002\u4e0d\u65ad\u63d0\u5347\u6a21\u578b\u9ad8\u9636\u80fd\u529b\u3001\u5982\u63a8\u7406\uff0c\u6570\u5b66\u7b49\uff0c\u5e76\u663e\u8457\u63d0\u5347\u533b\u7597\u6570\u636e\u7684\u6bd4\u4f8b\uff1b<\/section>\n<\/li>\n<li>\n<section>\u533b\u7597\u8fdb\u9636\u77e5\u8bc6\u63d0\u5347\u3002\u8fdb\u4e00\u6b65\u63d0\u5347\u6570\u636e\u8d28\u91cf\u548c\u96be\u5ea6\uff0c\u5bf9\u66f4\u9ad8\u9636\u7684\u533b\u7597\u80fd\u529b\u3001\u5982\u63a8\u7406\u3001\u903b\u8f91\u3001\u7591\u96be\u6742\u75c7\u7b49\u8fdb\u884c\u8fdb\u4e00\u6b65\u4f18\u5316\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5728\u8fd9\u4e4b\u540e\u662f\u7ed9\u6a21\u578b\u5b9a\u4e09\u89c2\u7684<strong>\u5bf9\u9f50\u9636\u6bb5<\/strong>\uff08Model Alignment\uff09\u3002<\/section>\n<section><\/section>\n<section>\u5728\u9488\u5bf9\u5927\u6a21\u578b\u7684\u5f3a\u5316\u5b66\u4e60\u8fc7\u7a0b\u4e2d\uff0c\u6570\u636e\u7684\u8d28\u91cf\u4e0e\u591a\u6837\u6027\u662f\u6a21\u578b\u6027\u80fd\u63d0\u5347\u7684\u5173\u952e\u3002\u4e3a\u6b64\uff0c\u767e\u5ddd\u4ece\u591a\u4e2a\u9886\u57df\u7cbe\u5fc3\u6536\u96c6\u5e76\u6574\u7406\u4e86\u504f\u5e8f\u5bf9\uff08preference pairs\uff09\u6570\u636e\uff0c\u8fd9\u4e9b\u6570\u636e\u8986\u76d6\u4e86\u5e7f\u6cdb\u7684\u5e94\u7528\u573a\u666f\uff0c\u65e8\u5728\u63d0\u5347\u6a21\u578b\u7684\u5168\u9762\u80fd\u529b\u3002\u504f\u5e8f\u5bf9\u6570\u636e\u5171\u7ea6 100 \u4e07\u6761\uff0c\u6db5\u76d6\u4e86\u591a\u8f6e\u5bf9\u8bdd\u3001\u6307\u4ee4\u8ddf\u968f\u3001\u6570\u5b66\u4e0e\u4ee3\u7801\u3001\u63a8\u7406\u4efb\u52a1\u7b49\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347\u6a21\u578b\u7684\u751f\u6210\u8d28\u91cf\u3001\u903b\u8f91\u63a8\u7406\u80fd\u529b\u548c\u7528\u6237\u504f\u597d\u8d34\u5408\u5ea6\uff0c\u767e\u5ddd\u8bbe\u8ba1\u4e86\u4e00\u5957\u7cfb\u7edf\u5316\u7684\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u6d41\u7a0b\uff0c\u5728\u76d1\u7763\u5fae\u8c03\uff08Supervised Finetuning\uff09\u7684\u57fa\u7840\u4e0a\u5206\u4e09\u6b65\u8fdb\u884c\u4f18\u5316\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u9996\u5148\u662f\u7528 ELO\uff08Exploratory Log-likelihood Optimization\uff09\u8fdb\u884c\u601d\u7ef4\u94fe\u63a2\u7d22\u3002\u4e0e\u4f20\u7edf\u5f3a\u5316\u5b66\u4e60\u65b9\u6cd5\u4e0d\u540c\uff0cELO \u6452\u5f03\u4e86\u5bf9\u5956\u52b1\u6a21\u578b\u7684\u4f9d\u8d56\uff0c\u76f4\u63a5\u4f18\u5316\u751f\u6210\u8def\u5f84\u903b\u8f91\uff0c\u907f\u514d\u4e86\u53ef\u80fd\u5f15\u5165\u504f\u5dee\u7684\u95ee\u9898\u3002ELO \u5728\u589e\u5f3a\u751f\u6210\u903b\u8f91\u6027\u548c\u4fdd\u6301\u5185\u5bb9\u591a\u6837\u6027\u7684\u540c\u65f6\uff0c\u786e\u4fdd\u4e86\u601d\u7ef4\u94fe\u751f\u6210\u8fc7\u7a0b\u7684\u7a33\u5b9a\u6027\u4e0e\u9ad8\u6548\u6027\uff0c\u4e3a\u540e\u7eed\u8bad\u7ec3\u9636\u6bb5\u63d0\u4f9b\u4e86\u4f18\u8d28\u7684\u521d\u59cb\u5316\u6a21\u578b\u3002<\/section>\n<\/li>\n<li>\n<section>\u968f\u540e\u57fa\u4e8e\u504f\u5e8f\u5bf9\u6570\u636e\u4f7f\u7528 TDPO\uff08Token-level Direct Preference Optimization\uff09\u65b9\u6cd5\u5bf9\u6a21\u578b\u8fdb\u884c\u4f18\u5316\u3002\u7406\u8bba\u5206\u6790\u8868\u660e\uff0c\u5728 DPO \u7684\u4f18\u5316\u6846\u67b6\u4e2d\uff0cKL \u6563\u5ea6\u9879\u7528\u4e8e\u7ea6\u675f\u751f\u6210\u6a21\u578b\u4e0e\u53c2\u8003\u6a21\u578b\uff08Reference Model\uff09\u4e4b\u95f4\u7684\u5206\u5e03\u5dee\u5f02\u3002\u7136\u800c\uff0c\u7531\u4e8e KL \u6563\u5ea6\u7684\u7ea6\u675f\u6548\u5e94\u968f\u7740\u53e5\u5b50\u957f\u5ea6\u53d8\u5316\u4e0d\u5747\u8861\uff0c\u5176\u5bf9\u77ed\u53e5\u7684\u7ea6\u675f\u8f83\u5f3a\uff0c\u800c\u5bf9\u957f\u53e5\u7684\u7ea6\u675f\u5219\u663e\u8457\u51cf\u5f31\u3002\u8fd9\u79cd\u4e0d\u5747\u8861\u53ef\u80fd\u5bfc\u81f4\u751f\u6210\u6a21\u578b\u5728\u957f\u53e5\u751f\u6210\u8fc7\u7a0b\u4e2d\u504f\u79bb\u53c2\u8003\u6a21\u578b\uff0c\u5f71\u54cd\u751f\u6210\u7ed3\u679c\u7684\u903b\u8f91\u6027\u4e0e\u8d28\u91cf\u3002TDPO \u53ef\u4ee5\u505a\u5230\u8ba1\u7b97\u6548\u7387\u4e0e\u6027\u80fd\u517c\u5907\uff0c\u5728 ELO \u8bad\u7ec3\u7684\u57fa\u7840\u4e0a\uff0c\u6a21\u578b\u8fdb\u884c\u4e86\u4e00\u8f6e\u7684 TDPO \u8bad\u7ec3\uff0c\u80fd\u591f\u786e\u4fdd\u7cbe\u51c6\u8d34\u5408\u7528\u6237\u504f\u597d\uff0c\u540c\u65f6\u517c\u987e\u957f\u77ed\u53e5\u5b50\u7684\u751f\u6210\u8d28\u91cf\u3002<\/section>\n<\/li>\n<li>\n<section>\u5728\u6700\u7ec8\u9636\u6bb5\uff0c\u767e\u5ddd M1 \u91c7\u7528\u4e86 PPO\uff08Proximal Policy Optimization\uff09\u65b9\u6cd5\u8fdb\u4e00\u6b65\u4f18\u5316\u6a21\u578b\u7684\u751f\u6210\u7b56\u7565\u3002PPO \u5145\u5206\u5229\u7528\u4e86 ELO \u548c TDPO \u9636\u6bb5\u7684\u4f18\u5316\u6210\u679c\uff0c\u5c06\u6a21\u578b\u7684\u751f\u6210\u7b56\u7565\u4ece\u5c40\u90e8\u7684 Token \u7ea7\u522b\u4f18\u5316\u6269\u5c55\u81f3\u5168\u5c40\u7684\u7b56\u7565\u8c03\u6574\uff0c\u786e\u4fdd\u6a21\u578b\u80fd\u591f\u5728\u591a\u79cd\u4efb\u52a1\u4e2d\u751f\u6210\u7b26\u5408\u7528\u6237\u9700\u6c42\u7684\u9ad8\u8d28\u91cf\u6587\u672c\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5728\u4e00\u7cfb\u5217\u72ec\u6709\u7279\u6027\u548c\u9ad8\u8d28\u91cf\u6570\u636e\u7684\u52a0\u6301\u4e0b\uff0cBaichuan-M1-14B \u4ee5\u4e00\u4e2a\u975e\u5e38\u5c0f\u7684\u5c3a\u5bf8\u5728\u901a\u80fd\u80fd\u529b\u5c24\u5176\u662f\u533b\u7597\u80fd\u529b\u4e0a\u5b9e\u73b0\u4e86\u6781\u4f73\u7684\u6548\u679c\u3002<\/section>\n<section><\/section>\n<section>Baichuan-M1-14B \u5f00\u6e90\u94fe\u63a5\uff1a<\/section>\n<ul>\n<li>\n<p>Github: https:\/\/github.com\/baichuan-inc\/Baichuan-M1-14B<\/p>\n<\/li>\n<li>\n<p>Huggingface(base): https:\/\/huggingface.co\/baichuan-inc\/Baichuan-M1-14B-Base<\/p>\n<\/li>\n<li>\n<p>Huggingface(Instruct): https:\/\/huggingface.co\/baichuan-inc\/Baichuan-M1-14B-Instruct<\/p>\n<\/li>\n<li>\n<p>NPU\u7248\u672c\u652f\u6301BF16\u63a8\u7406\uff1ahttps:\/\/modelers.cn\/models\/MindIE\/Baichuan-M1-14B-Base<\/p>\n<\/li>\n<\/ul>\n<section><strong>\u96be\u800c\u6b63\u786e\u7684\u4e8b<\/strong><\/section>\n<section><\/section>\n<section>\u5728 GPT-4 \u63a8\u51fa\u4e4b\u540e\uff0c\u5927\u6a21\u578b\u6280\u672f\u53d1\u5c55\u4e00\u5ea6\u9762\u4e34\u7740\u6570\u636e\u548c\u5e76\u884c\u5316\u7684\u74f6\u9888\uff0c\u4eba\u4eec\u4e00\u76f4\u5728\u63a2\u7d22\u9884\u8bad\u7ec3 Scaling Law \u4ee5\u5916\u7684\u667a\u80fd\u6269\u5c55\u65b9\u5f0f\u3002\u76f4\u5230\u53bb\u5e74 9 \u6708\uff0cOpenAI \u53d1\u5e03\u4e3b\u6253\u300c\u590d\u6742\u63a8\u7406\u300d\u7684 o1 \u5927\u6a21\u578b\uff0c\u6307\u51fa\u4e86\u52a0\u5f3a\u63a8\u7406\u7684\u524d\u8fdb\u65b9\u5411\u3002<\/section>\n<section><\/section>\n<section>\u5728 o1 \u51fa\u73b0\u540e\uff0c\u6211\u4eec\u53ea\u9700\u8981\u4e00\u4e2a\u901a\u7528\u6a21\u578b\u5c31\u80fd\u89e3\u51b3\u6bd4\u6b64\u524d\u79d1\u5b66\u3001\u4ee3\u7801\u548c\u6570\u5b66\u7279\u5316\u6a21\u578b\u80fd\u505a\u7684\u66f4\u96be\u7684\u95ee\u9898\u3002\u5f3a\u63a8\u7406\u5927\u6a21\u578b\u7ed9\u6240\u6709\u4eba\u5e26\u6765\u4e86\u4e00\u6b21 GPT \u5f0f\u9707\u64bc\uff0c\u5b83\u4ece\u65b9\u6cd5\u4e0a\u8bc1\u660e\u4e86\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u91cd\u73b0\u5f53\u5e74 AlphaGo \u7684\u6210\u529f \u2014\u2014 \u7ed9\u8d8a\u591a\u7b97\u529b\uff0c\u5c31\u8f93\u51fa\u8d8a\u591a\u667a\u80fd\uff0c\u4e00\u76f4\u5230\u8d85\u8d8a\u4eba\u7c7b\u6c34\u5e73\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-a0efc0cdcb261adc8444a4f1f483f129.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-a0efc0cdcb261adc8444a4f1f483f129.png\"><\/a><\/section>\n<section>\u4ece\u539f\u7406\u6027\u7684\u89d2\u5ea6\u6765\u5206\u6790\uff0co1 \u7684\u4e0a\u7ebf\u610f\u5473\u7740 AI \u80fd\u529b\u7684\u4e00\u4e2a\u5206\u6c34\u5cad \u2014\u2014 \u5927\u6a21\u578b\u4ece\u6b64\u5728\u56de\u7b54\u5f88\u591a\u590d\u6742\u95ee\u9898\u4e4b\u524d\u4f1a\u8fdb\u884c\u4ed4\u7ec6\u7684\u601d\u8003\uff0c\u5c31\u50cf\u4eba\u7c7b\u5927\u8111\u7684\u7cfb\u7edf 1 \u548c\u7cfb\u7edf 2\u3002\u5982\u679c\u8bf4 AI \u5df2\u7ecf\u4ece\u4ec5\u4f7f\u7528\u7cfb\u7edf 1\uff08\u5feb\u901f\u3001\u81ea\u52a8\u3001\u76f4\u89c2\u3001\u6613\u51fa\u9519\uff09\u8fdb\u5316\u5230\u4e86\u53ef\u4f7f\u7528\u7cfb\u7edf 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