{"id":36673,"date":"2025-01-16T07:01:49","date_gmt":"2025-01-15T23:01:49","guid":{"rendered":"https:\/\/17aitech.com\/?p=36673"},"modified":"2025-01-16T07:01:49","modified_gmt":"2025-01-15T23:01:49","slug":"1000%e5%a4%9a%e4%b8%aa%e6%99%ba%e8%83%bd%e4%bd%93%e7%bb%84%e6%88%90%ef%bc%8cai%e7%a4%be%e4%bc%9a%e6%a8%a1%e6%8b%9f%e5%99%a8matrix-gen%e5%8a%a9%e5%8a%9b%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%87%aa%e6%88%91","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36673","title":{"rendered":"1000\u591a\u4e2a\u667a\u80fd\u4f53\u7ec4\u6210\uff0cAI\u793e\u4f1a\u6a21\u62df\u5668MATRIX-Gen\u52a9\u529b\u5927\u6a21\u578b\u81ea\u6211\u8fdb\u5316"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-14-3\" target=\"_blank\">1000\u591a\u4e2a\u667a\u80fd\u4f53\u7ec4\u6210\uff0cAI\u793e\u4f1a\u6a21\u62df\u5668MATRIX-Gen\u52a9\u529b\u5927\u6a21\u578b\u81ea\u6211\u8fdb\u5316<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-60ea8013393106dd69071812739872aa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-60ea8013393106dd69071812739872aa.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section><strong>\u672c\u6587\u4f5c\u8005\u6765\u81ea\u4e8e\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u4eba\u5de5\u667a\u80fd\u5b66\u9662\u7684Multi-Agent Governance &amp; Intelligence Crew (MAGIC\u56e2\u961f)\u548c\u725b\u6d25\u5927\u5b66\u3002\u5171\u540c\u7b2c\u4e00\u4f5c\u8005\u6709\u5510\u94c4\u3001\u5e9e\u7965\u9e64\u3001\u5218\u6cfd\u5e0c\u548c\u5510\u535a\u701a\u3002\u6307\u5bfc\u8001\u5e08\u5305\u62ec\u4e0a\u6d77\u4ea4\u5927\u7684\u738b\u5ef6\u5cf0\u6559\u6388\u3001\u9648\u601d\u8861\u526f\u6559\u6388\uff0c\u4ee5\u53ca\u725b\u6d25\u5927\u5b66\u7684\u8463\u6653\u6587\u526f\u6559\u6388\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u5728\u5904\u7406\u590d\u6742\u4efb\u52a1\u4e2d\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u9ad8\u8d28\u91cf\u6570\u636e\u7684\u83b7\u53d6\u53d8\u5f97\u5c24\u4e3a\u5173\u952e\u3002\u4e3a\u4e86\u786e\u4fdd\u6a21\u578b\u80fd\u591f\u51c6\u786e\u7406\u89e3\u5e76\u6267\u884c\u7528\u6237\u6307\u4ee4\uff0c\u6a21\u578b\u5fc5\u987b\u4f9d\u8d56\u5927\u91cf\u771f\u5b9e\u4e14\u591a\u6837\u5316\u7684\u6570\u636e\u8fdb\u884c\u540e\u8bad\u7ec3\u3002\u7136\u800c\uff0c\u83b7\u53d6\u6b64\u7c7b\u6570\u636e\u5f80\u5f80\u4f34\u968f\u7740\u9ad8\u6602\u7684\u6210\u672c\u548c\u6570\u636e\u7a00\u7f3a\u6027\u3002\u56e0\u6b64\uff0c\u5982\u4f55\u6709\u6548\u751f\u6210\u80fd\u591f\u53cd\u6620\u73b0\u5b9e\u9700\u6c42\u7684\u9ad8\u8d28\u91cf\u5408\u6210\u6570\u636e\uff0c\u6210\u4e3a\u4e86\u5f53\u524d\u4e9f\u9700\u89e3\u51b3\u7684\u6838\u5fc3\u6311\u6218\u3002<\/section>\n<section><\/section>\n<section>\u90a3\u4e48\uff0c\u771f\u5b9e\u6570\u636e\u7684\u9700\u6c42\u662f\u5982\u4f55\u4ea7\u751f\u7684\uff1f\u8bbe\u60f3\u4e00\u4f4d\u7a0b\u5e8f\u5458\u5728\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u5f00\u53d1\u4e0e\u8c03\u4f18\u65f6\uff0c\u4ed6\u4f1a\u63d0\u51fa\u95ee\u9898\uff1a\u300c\u5982\u4f55\u8c03\u6574\u8d85\u53c2\u6570\u4ee5\u63d0\u9ad8\u6a21\u578b\u9884\u6d4b\u51c6\u786e\u7387\uff1f\u300d \u8fd9\u79cd\u6307\u4ee4\u5e76\u975e\u51ed\u7a7a\u800c\u6765\uff0c\u800c\u662f\u6e90\u4e8e\u4ed6\u6240\u5904\u7684\u5177\u4f53\u5de5\u4f5c\u60c5\u5883 \u2014\u2014 \u6570\u636e\u5206\u6790\u548c\u6a21\u578b\u4f18\u5316\u3002\u540c\u6837\uff0c\u7528\u6237\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u7684\u6307\u4ee4\u65e0\u8bba\u662f\u7f16\u7a0b\u4efb\u52a1\u3001\u533b\u7597\u8bca\u65ad\u8fd8\u662f\u5546\u4e1a\u51b3\u7b56\uff0c\u5f80\u5f80\u4e0e\u4ed6\u4eec\u6240\u9762\u4e34\u7684\u5177\u4f53\u573a\u666f\u5bc6\u5207\u76f8\u5173\u3002\u8981\u751f\u6210\u80fd\u591f\u771f\u5b9e\u53cd\u6620\u7528\u6237\u9700\u6c42\u7684\u5408\u6210\u6570\u636e\uff0c\u5fc5\u987b\u4ece\u8fd9\u4e9b\u5b9e\u9645\u60c5\u5883\u4e2d\u51fa\u53d1\uff0c\u6a21\u62df\u51fa\u4e0e\u7528\u6237\u9700\u6c42\u76f8\u5339\u914d\u7684\u573a\u666f\u3002<\/section>\n<section><\/section>\n<section>\u57fa\u4e8e\u8fd9\u4e00\u7406\u5ff5\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u4e0e\u725b\u6d25\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u9879\u521b\u65b0\u65b9\u6848 \u2014\u2014 \u57fa\u4e8e\u591a\u667a\u80fd\u4f53\u6a21\u62df\u7684\u6570\u636e\u5408\u6210\u3002\u56e2\u961f\u63d0\u51fa\u4e86 MATRIX\u2014\u2014AI \u793e\u4f1a\u6a21\u62df\u5668\uff0c\u6784\u5efa\u4e86\u4e00\u4e2a\u7531 1000 \u591a\u4e2a AI \u667a\u80fd\u4f53\u7ec4\u6210\u7684\u6a21\u62df\u793e\u4f1a\u3002\u5728\u8fd9\u4e2a\u6a21\u62df\u793e\u4f1a\u4e2d\uff0c\u6bcf\u4e00\u4e2a AI \u667a\u80fd\u4f53\u4ee3\u8868\u4e86\u4e00\u4e2a\u62e5\u6709\u72ec\u7acb\u8eab\u4efd\u548c\u4eba\u683c\u7684\u6570\u5b57\u4eba\uff0c\u8fd9\u4e9b AI \u667a\u80fd\u4f53\u53ef\u4ee5\u6a21\u62df\u51fa\u590d\u6742\u7684\u4ea4\u6d41\u548c\u4e92\u52a8\u6a21\u5f0f\uff0c\u6db5\u76d6\u4e86\u4ece\u8f6f\u4ef6\u5f00\u53d1\u5230\u5546\u4e1a\u6d3b\u52a8\u7684\u5e7f\u6cdb\u573a\u666f\u3002\u57fa\u4e8e\u8fd9\u4e9b\u573a\u666f\uff0c\u56e2\u961f\u8fdb\u4e00\u6b65\u5f00\u53d1\u4e86 MATRIX-Gen \u6570\u636e\u5408\u6210\u5668\uff0c\u80fd\u591f\u6839\u636e\u4e0d\u540c\u9700\u6c42\u5408\u6210\u9ad8\u5ea6\u591a\u6837\u5316\u4e14\u9ad8\u8d28\u91cf\u7684\u8bad\u7ec3\u6307\u4ee4\u6570\u636e\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-bc5691aafe6eb443157f1871a764c18d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-bc5691aafe6eb443157f1871a764c18d.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2410.14251<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\u4e3b\u9875\uff1ahttps:\/\/github.com\/ShuoTang123\/MATRIX-Gen<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u4e3a\u9a8c\u8bc1 MATRIX-Gen \u5408\u6210\u6570\u636e\u7684\u9ad8\u8d28\u91cf\uff0c\u7814\u7a76\u56e2\u961f\u4f7f\u7528 Llama-3-8B-Instruct \u9a71\u52a8\u793e\u4f1a\u6a21\u62df\uff0c\u4ec5\u5408\u6210\u4e86 2 \u4e07\u6761\u6570\u636e\u7528\u4e8e\u8bad\u7ec3 Llama-3-8B-Base \u6a21\u578b\u3002\u5c3d\u7ba1\u6570\u636e\u91cf\u6781\u5c11\uff0c\u8bad\u7ec3\u540e\u7684\u6a21\u578b\u5728 AlpacaEval 2 \u548c Arena-Hard \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7adf\u7136\u5927\u5e45\u8d85\u8d8a\u4e86 Llama-3-8B-Instruct \u81ea\u8eab\u3002\u8fd9\u4e00\u7ed3\u679c\u4e0d\u4ec5\u8bc1\u660e\u4e86 MATRIX-Gen \u5408\u6210\u6570\u636e\u7684\u9ad8\u6548\u6027\uff0c\u4e5f\u6807\u5fd7\u7740\u6a21\u578b\u5728\u5408\u6210\u6570\u636e\u9a71\u52a8\u4e0b\u5b9e\u73b0\u4e86\u81ea\u6211\u8fdb\u5316\u3002\u6b64\u5916\uff0c\u5728\u4ee3\u7801\u751f\u6210\u3001\u591a\u8f6e\u5bf9\u8bdd\u548c\u5b89\u5168\u6027\u4efb\u52a1\u4e0a\uff0cMATRIX-Gen \u751f\u6210\u7684\u4e13\u7528\u6570\u636e\u540c\u6837\u8868\u73b0\u4f18\u5f02\uff0c\u751a\u81f3\u8d85\u8d8a\u4e86\u4e3a\u8fd9\u4e9b\u7279\u5b9a\u4efb\u52a1\u8bbe\u8ba1\u7684\u4e13\u7528\u6570\u636e\u96c6\u3002\u8fd9\u9879\u7814\u7a76\u4e3a\u901a\u8fc7\u5408\u6210\u6570\u636e\u63d0\u5347\u5927\u8bed\u8a00\u6a21\u578b\u6027\u80fd\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5c55\u793a\u4e86 AI \u6a21\u62df\u793e\u4f1a\u5728\u6570\u636e\u5408\u6210\u4e2d\u7684\u5de8\u5927\u6f5c\u529b\uff0c\u4e3a\u672a\u6765\u5927\u8bed\u8a00\u6a21\u578b\u7684\u540e\u8bad\u7ec3\u6570\u636e\u5408\u6210\u5f00\u8f9f\u4e86\u521b\u65b0\u7684\u8def\u5f84\u3002<\/section>\n<section><\/section>\n<section><strong>\u57fa\u4e8e\u5408\u6210\u6570\u636e\u7684\u540e\u8bad\u7ec3\u7cfb\u7edf<\/strong><\/section>\n<section><\/section>\n<section>\u672c\u7814\u7a76\u63d0\u51fa\u7684\u540e\u8bad\u7ec3\u7cfb\u7edf\u65e8\u5728\u5229\u7528\u57fa\u4e8e\u591a\u667a\u80fd\u4f53\u6a21\u62df\u6280\u672f\u6784\u5efa\u7684 AI \u6a21\u62df\u793e\u4f1a\uff0c\u5408\u6210\u9ad8\u8d28\u91cf\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u4ee5\u63d0\u5347\u9884\u8bad\u7ec3\u5927\u8bed\u8a00\u6a21\u578b\u7684\u6307\u4ee4\u8ddf\u968f\u80fd\u529b\u3002\u8be5\u7cfb\u7edf\u7684\u6838\u5fc3\u7406\u5ff5\u6e90\u4e8e\u4eba\u7c7b\u5728\u73b0\u5b9e\u573a\u666f\u4e2d\u63d0\u95ee\u7684\u65b9\u5f0f \u2014\u2014 \u4eba\u4eec\u57fa\u4e8e\u81ea\u8eab\u9700\u6c42\u63d0\u51fa\u591a\u6837\u4e14\u6df1\u5165\u7684\u95ee\u9898\u3002\u56e0\u6b64\uff0c\u672c\u7814\u7a76\u901a\u8fc7 AI \u6a21\u62df\u793e\u4f1a\u5408\u6210\u4eba\u7c7b\u793e\u4f1a\u4e2d\u7684\u573a\u666f\uff0c\u5e76\u5229\u7528\u8fd9\u4e9b\u573a\u666f\u5f15\u5bfc LLM \u63d0\u51fa\u4fe1\u606f\u4e30\u5bcc\u3001\u8d34\u8fd1\u73b0\u5b9e\u7684\u95ee\u9898\uff0c\u4ece\u800c\u4ea7\u751f\u9ad8\u8d28\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u3002<\/section>\n<section><\/section>\n<section>\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u8be5\u7cfb\u7edf\u5305\u542b\u4e09\u4e2a\u6b65\u9aa4\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8de759a014c2de0040121bcbd95f9b75.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8de759a014c2de0040121bcbd95f9b75.png\"><\/a><\/section>\n<section>1. \u5408\u6210\u793e\u4f1a\u573a\u666f\uff1a\u5229\u7528\u591a\u667a\u80fd\u4f53\u6a21\u62df\u6280\u672f\u6784\u5efa AI \u6a21\u62df\u793e\u4f1a\uff0c\u8be5\u793e\u4f1a\u4e2d\u7684\u6bcf\u4e2a\u573a\u666f\u7531\u4e00\u7ec4 AI \u667a\u80fd\u4f53\u53ca\u5176\u5bf9\u5e94\u7684\u6587\u672c\u884c\u52a8\u6784\u6210\u3002\u4e3a\u4e86\u786e\u4fdd\u793e\u4f1a\u573a\u666f\u7684\u771f\u5b9e\u6027\u548c\u591a\u6837\u6027\uff0c\u672c\u7814\u7a76\u8bbe\u8ba1\u4e86\u5927\u89c4\u6a21\u4eba\u7c7b\u793e\u4f1a\u6a21\u62df\u5668 MATRIX\uff0c\u521b\u5efa\u4e86\u4e00\u4e2a\u5305\u542b\u5404\u79cd AI \u667a\u80fd\u4f53\u7684\u4e92\u52a8\u73af\u5883\u3002\u6b64\u6a21\u62df\u5668\u5145\u5206\u53d1\u6325\u4e86 LLM \u7684\u89d2\u8272\u626e\u6f14\u80fd\u529b\uff0c\u4f7f\u5f97 AI \u667a\u80fd\u4f53\u80fd\u591f\u903c\u771f\u5730\u6a21\u62df\u4eba\u7c7b\u884c\u4e3a\uff0c\u8fdb\u884c\u89c4\u5212\u3001\u89c2\u5bdf\u548c\u884c\u52a8\uff0c\u8fdb\u800c\u751f\u6210\u4e30\u5bcc\u4e14\u9ad8\u5ea6\u771f\u5b9e\u7684\u793e\u4f1a\u573a\u666f\u3002<\/section>\n<section><\/section>\n<section>2. \u5408\u6210\u8bad\u7ec3\u6570\u636e\uff1a\u6839\u636e\u5408\u6210\u7684\u793e\u4f1a\u573a\u666f\uff0c\u751f\u6210\u7b26\u5408\u4efb\u52a1\u9700\u6c42\u7684\u540e\u8bad\u7ec3\u6570\u636e\u3002\u672c\u7814\u7a76\u8bbe\u8ba1\u4e86\u573a\u666f\u9a71\u52a8\u7684\u6307\u4ee4\u751f\u6210\u5668 MATRIX-Gen\uff0c\u6a21\u62df\u4eba\u7c7b\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u63d0\u51fa\u95ee\u9898\u7684\u8fc7\u7a0b\uff0c\u7ed3\u5408\u573a\u666f\u751f\u6210\u6307\u4ee4\uff0c\u786e\u4fdd\u66f4\u9ad8\u7684\u771f\u5b9e\u6027\uff1b\u901a\u8fc7\u9009\u62e9\u7279\u5b9a\u573a\u666f\uff0c\u80fd\u591f\u5408\u6210\u7b26\u5408\u4efb\u52a1\u9700\u6c42\u7684\u6570\u636e\uff0c\u5177\u5907\u53ef\u63a7\u6027\u3002\u8fd9\u4e00\u6b65\u9aa4\u5408\u6210\u5305\u62ec SFT\u3001DPO \u4ee5\u53ca\u5404\u79cd\u4e13\u7528\u6570\u636e\u96c6\u3002<\/section>\n<section><\/section>\n<section>3. \u6a21\u578b\u5fae\u8c03\uff1a\u5229\u7528\u5408\u6210\u7684 SFT \u6570\u636e\u96c6\uff0c\u5bf9\u9884\u8bad\u7ec3\u6a21\u578b\u8fdb\u884c\u76d1\u7763\u5fae\u8c03\uff0c\u4ee5\u83b7\u5f97\u5177\u5907\u6307\u4ee4\u8ddf\u968f\u80fd\u529b\u7684\u6a21\u578b\u3002\u968f\u540e\uff0c\u57fa\u4e8e\u5408\u6210\u7684\u504f\u597d\u6570\u636e\u96c6\uff0c\u91c7\u7528 DPO \u8fdb\u4e00\u6b65\u8bad\u7ec3\u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section><strong>AI \u793e\u4f1a\u6a21\u62df\u5668 MATRIX<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u5408\u6210\u591a\u6837\u4e14\u4e30\u5bcc\u7684\u573a\u666f\uff0c\u4ee5\u52a9\u529b\u6570\u636e\u7684\u5408\u6210\uff0c\u672c\u7814\u7a76\u63d0\u51fa\u4e86\u4eba\u7c7b\u793e\u4f1a\u6a21\u62df\u5668 MATRIX\u3002\u8be5\u6a21\u62df\u5668\u7684\u8f93\u5165\u4e3a\u82e5\u5e72 AI \u667a\u80fd\u4f53\u6863\u6848\uff0c\u8f93\u51fa\u4e3a\u6587\u672c\u5f62\u5f0f\u7684\u573a\u666f\u3002\u901a\u8fc7\u6a21\u62df\u4eba\u7c7b\u7684 AI \u667a\u80fd\u4f53\u548c\u7ed3\u6784\u5316\u7684\u901a\u4fe1\u673a\u5236\uff0cMATRIX \u5b9e\u73b0\u4e86\u5927\u89c4\u6a21\u7684\u4eba\u7c7b\u793e\u4f1a\u6a21\u62df\uff0c\u4ece\u800c\u751f\u6210\u591a\u6837\u4e14\u771f\u5b9e\u7684\u573a\u666f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-382b3d4b2d67ac88b392892a17b8418d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-382b3d4b2d67ac88b392892a17b8418d.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u6a21\u62df\u4eba\u7c7b\u7684\u667a\u80fd\u4f53\uff1a\u6bcf\u4e2a AI \u667a\u80fd\u4f53\u6839\u636e\u533f\u540d\u5316\u7684\u771f\u5b9e\u4eba\u7c7b\u6863\u6848\u8fdb\u884c\u521d\u59cb\u5316\uff0c\u5e76\u7531 LLM \u751f\u6210\u5176\u4e2a\u6027\u548c\u4eba\u751f\u76ee\u6807\u3002\u8fd9\u4e9b\u76ee\u6807\u8fdb\u4e00\u6b65\u5206\u89e3\u4e3a\u53ef\u6267\u884c\u7684\u6b65\u9aa4\uff0c\u5f62\u6210 AI \u667a\u80fd\u4f53\u7684\u884c\u52a8\u8ba1\u5212\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u533b\u5b66\u6559\u6388\u7684\u751f\u6d3b\u76ee\u6807\u53ef\u80fd\u5305\u62ec\u4f20\u64ad\u79d1\u5b66\u77e5\u8bc6\uff0c\u800c\u5176\u8ba1\u5212\u5219\u5305\u62ec\u8fdb\u884c\u7814\u7a76\u3001\u53d1\u8868\u8bba\u6587\u3001\u8fdb\u884c\u8bb2\u5ea7\u548c\u7ec4\u7ec7\u6559\u80b2\u9879\u76ee\u3002\u8fd9\u4e9b\u6b65\u9aa4\u6307\u5bfc AI \u667a\u80fd\u4f53\u672a\u6765\u7684\u884c\u52a8\uff0c\u786e\u4fdd\u5b83\u4eec\u671d\u7740\u76ee\u6807\u52aa\u529b\u5e76\u5c55\u73b0\u51fa\u6709\u76ee\u7684\u7684\u884c\u4e3a\u3002\u5f53\u51fa\u73b0\u65b0\u89c2\u5bdf\u65f6\uff0cAI \u667a\u80fd\u4f53\u4f1a\u6839\u636e\u5176\u8bb0\u5fc6\u548c\u4e2a\u6027\u505a\u51fa\u53cd\u5e94\uff1b\u5728\u6ca1\u6709\u65b0\u89c2\u5bdf\u7684\u60c5\u51b5\u4e0b\uff0c\u5b83\u4eec\u5219\u9075\u5faa\u65e2\u5b9a\u8ba1\u5212\u8ffd\u6c42\u76ee\u6807\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<ul>\n<li>\n<section>\u7ed3\u6784\u5316\u7684\u901a\u4fe1\u673a\u5236\uff1a\u53d7\u4eba\u7c7b\u793e\u4f1a\u4e2d\u540c\u8d28\u6027\u73b0\u8c61\u7684\u542f\u53d1\uff0c\u6211\u4eec\u6839\u636e\u76f8\u4f3c\u7279\u5f81\u5bf9 AI \u667a\u80fd\u4f53\u8fdb\u884c\u5206\u7ec4\uff0c\u4ee5\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u8fde\u63a5\uff0c\u4ece\u800c\u63d0\u9ad8\u6a21\u62df\u7684\u53ef\u6269\u5c55\u6027\u3002\u5728\u6bcf\u7ec4\u4e2d\uff0c\u672c\u7814\u7a76\u5f15\u5165\u4e00\u4e2a\u96c6\u4e2d\u8c03\u8282\u5668\u6765\u7ba1\u7406\u7ec4\u5185\u548c\u7ec4\u95f4\u7684\u6c9f\u901a\u3002\u8fd9\u4e00\u8bbe\u8ba1\u4fc3\u8fdb\u4e86\u76f8\u4f3c AI \u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u66f4\u591a\u4e92\u52a8\uff0c\u540c\u65f6\u4ecd\u5141\u8bb8\u957f\u8ddd\u79bb\u4ea4\u6d41\uff0c\u4e30\u5bcc\u4fe1\u606f\u6d41\u5e76\u589e\u5f3a\u771f\u5b9e\u6027\u3002\u6b64\u5916\uff0c\u8fd9\u79cd\u7ed3\u6784\u5316\u901a\u4fe1\u673a\u5236\u80fd\u591f\u9632\u6b62 AI \u667a\u80fd\u4f53\u63a5\u6536\u5230\u8fc7\u591a\u65e0\u5173\u4fe1\u606f\uff0c\u786e\u4fdd\u6a21\u62df\u7684\u6709\u6548\u6027\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u6570\u636e\u5408\u6210\u5668 MATRIX-Gen<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u5408\u6210\u4e86\u771f\u5b9e\u591a\u6837\u5316\u7684\u793e\u4f1a\u573a\u666f\u540e\uff0c\u672c\u7814\u7a76\u8bbe\u8ba1\u4e86\u573a\u666f\u9a71\u52a8\u7684\u6307\u4ee4\u751f\u6210\u5668 MATRIX-Gen\uff0c\u4ee5\u6ee1\u8db3\u7279\u5b9a\u4efb\u52a1\u9700\u6c42\u5e76\u5408\u6210\u540e\u8bad\u7ec3\u6570\u636e\u3002\u901a\u8fc7\u9009\u62e9\u4e0e\u7528\u6237\u9700\u6c42\u76f8\u5173\u7684\u573a\u666f\uff0cMATRIX-Gen \u80fd\u591f\u751f\u6210\u7b26\u5408\u4eba\u7c7b\u610f\u56fe\u7684\u6307\u4ee4\uff0c\u4ece\u800c\u786e\u4fdd\u5408\u6210\u6307\u4ee4\u7684\u771f\u5b9e\u6027\u548c\u53ef\u63a7\u6027\u3002<\/section>\n<section><\/section>\n<section>\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u5728\u5408\u6210\u540e\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b\u4e2d\uff0cMATRIX-Gen \u6a21\u62df\u4e86\u4eba\u7c7b\u63d0\u95ee\u7684\u8fc7\u7a0b\u3002\u9488\u5bf9\u4e0d\u540c\u6570\u636e\u573a\u666f\u7684\u9700\u6c42\uff08\u5982\u901a\u7528\u4efb\u52a1\u6216\u4ee3\u7801\u4efb\u52a1\uff09\uff0cMATRIX-Gen \u7ed3\u5408\u6bcf\u4e2a AI \u667a\u80fd\u4f53\u7684\u4e2a\u6027\u548c\u884c\u52a8\uff0c\u5c06\u8fd9\u4e9b\u4fe1\u606f\u6574\u5408\u5230\u6307\u4ee4\u751f\u6210\u63d0\u793a\u4e2d\uff0c\u6a21\u62df\u4eba\u7c7b\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u63d0\u51fa\u95ee\u9898\u7684\u65b9\u5f0f\u3002\u968f\u540e\uff0c\u57fa\u4e8e\u4e0a\u8ff0\u6307\u4ee4\u751f\u6210\u63d0\u793a\uff0cMATRIX-Gen \u76f4\u63a5\u8c03\u7528\u5bf9\u9f50\u7684 LLM \u751f\u6210\u5408\u6210\u6307\u4ee4\u53ca\u5176\u5bf9\u5e94\u7684\u56de\u7b54\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-06abc2ce1d7068f9f04a57b1ad76b1f9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-06abc2ce1d7068f9f04a57b1ad76b1f9.png\"><\/a><\/section>\n<section>\u4e0b\u56fe\u5c55\u793a\u4e86\u4e00\u4f4d IT \u7ecf\u7406\u5728\u6c7d\u8f66\u6570\u636e\u5206\u6790\u573a\u666f\u4e0b\uff0c\u63d0\u51fa\u300c\u5982\u4f55\u8c03\u6574\u8d85\u53c2\u6570\u4ee5\u63d0\u9ad8\u6a21\u578b\u9884\u6d4b\u51c6\u786e\u7387\u300d\u7684\u4f8b\u5b50\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-bf99b24134a54b4454c36ff38b628f63.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-bf99b24134a54b4454c36ff38b628f63.png\"><\/a><\/section>\n<section>\u901a\u8fc7\u8fd9\u4e00\u65b9\u6cd5\uff0c\u672c\u7814\u7a76\u80fd\u591f\u5408\u6210\u4e09\u79cd\u7c7b\u578b\u7684\u6570\u636e\u96c6\uff0c\u5305\u62ec\u76d1\u7763\u5fae\u8c03\u6570\u636e\u96c6 MATRIX-Gen-SFT\u3001\u504f\u597d\u8c03\u4f18\u6570\u636e\u96c6 MATRIX-Gen-DPO\uff0c\u4ee5\u53ca\u7279\u5b9a\u9886\u57df\u7684 SFT \u6570\u636e\u3002\u6bcf\u79cd\u6570\u636e\u96c6\u7684\u6307\u4ee4\u751f\u6210\u5728\u590d\u6742\u6027\u548c\u4e13\u4e1a\u6027\u4e0a\u5404\u5177\u7279\u70b9\uff0c\u786e\u4fdd\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u9700\u6c42\u3002<\/section>\n<section><\/section>\n<section><strong>\u6027\u80fd\u8868\u73b0<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u5b9e\u9a8c\u4e2d\uff0c\u672c\u7814\u7a76\u9009\u62e9 Llama-3-8B-Instruct \u4f5c\u4e3a\u6570\u636e\u5408\u6210\u6a21\u578b\uff0c\u9009\u62e9 Llama-3-8B \u4f5c\u4e3a\u8bad\u7ec3\u7684\u6a21\u578b\uff0c\u901a\u8fc7\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c\u8bc4\u4f30 MATRIX-Gen \u5728\u901a\u7528\u4efb\u52a1\u3001\u591a\u8f6e\u5bf9\u8bdd\u3001\u4ee3\u7801\u751f\u6210\u4e0a\u7684\u6570\u636e\u5408\u6210\u80fd\u529b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9242a850b0beab8619bb60f6e872d3a5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9242a850b0beab8619bb60f6e872d3a5.png\"><\/a><\/section>\n<section>AlpacaEval 2 \u548c Arena-Hard \u4e0a\u7684\u8bc4\u4f30\u7ed3\u679c\u8868\u660e\uff0c\u901a\u8fc7\u591a\u667a\u80fd\u4f53\u6a21\u62df\u5408\u6210\u7684 MATRIX-Gen-SFT \u6570\u636e\u4f18\u4e8e\u591a\u4e2a\u771f\u5b9e\u6570\u636e\u96c6\u4ee5\u53ca\u5408\u6210\u6570\u636e\u96c6\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-03c59be7e3ebeacfbbf47653d544f0c5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-03c59be7e3ebeacfbbf47653d544f0c5.png\"><\/a><\/section>\n<section>\u5728 MATRIX-SFT \u6a21\u578b\u4e0a DPO \u7684\u8bad\u7ec3\u7ed3\u679c\u8868\u660e\uff0c\u901a\u8fc7 MATRIX-Gen-DPO \u8bad\u7ec3\u7684\u6a21\u578b\u8d85\u8d8a\u591a\u79cd\u5408\u6210\u504f\u597d\u6570\u636e\u8bad\u7ec3\u7684\u6a21\u578b\uff0c\u4ee5\u53ca Llama-3-8B-Instruct\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cMATRIX-Gen-DPO \u8bad\u7ec3\u540e\u7684\u6a21\u578b\u603b\u5171\u4ec5\u4f7f\u7528\u4e86 2 \u4e07\u6761\u5408\u6210\u6570\u636e\uff0c\u4fbf\u5b9e\u73b0\u4e86\u5bf9 Llama-3-8B-Instruct \u81ea\u8eab\u7684\u8d85\u8d8a\uff0c\u5145\u5206\u5c55\u793a\u4e86\u5176\u9ad8\u8d28\u91cf\u548c\u81ea\u6211\u8fdb\u5316\u7684\u80fd\u529b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-dd9de2c0462b82bd4800a0fe9de7908c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-dd9de2c0462b82bd4800a0fe9de7908c.png\"><\/a><\/section>\n<section>\u5728\u4ee3\u7801\u751f\u6210\u4e0e\u5b89\u5168\u8f93\u51fa\u7684\u4efb\u52a1\u4e2d\uff0cMATRIX-Gen \u5408\u6210\u7684\u6570\u636e\u96c6\u5747\u8d85\u8d8a\u4e86\u5bf9\u5e94\u9886\u57df\u7684\u4e13\u7528\u6570\u636e\u96c6\uff0c\u663e\u793a\u51fa MATRIX-Gen \u5728\u5408\u6210\u6570\u636e\u4e0a\u7684\u9ad8\u53ef\u63a7\u6027\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ff59b33070689183100777c9478f9e1f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ff59b33070689183100777c9478f9e1f.png\"><\/a><\/section>\n<section>\u4e0a\u56fe\u5c55\u793a\u4e86 MATRIX-Gen-SFT \u5408\u6210\u6307\u4ee4\u7684\u53ef\u89c6\u5316\uff0c\u663e\u793a\u51fa\u5408\u6210\u6570\u636e\u7684\u591a\u6837\u6027\u3002<\/section>\n<section><\/section>\n<section><strong>\u603b\u7ed3\u4e0e\u5c55\u671b<\/strong><\/section>\n<section><\/section>\n<section>\u672c\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e AI \u667a\u80fd\u4f53\u793e\u4f1a\u6a21\u62df\u7684\u540e\u8bad\u7ec3\u6570\u636e\u5408\u6210\u6846\u67b6\u3002\u4f9d\u6258 MATRIX \u5408\u6210\u7684 AI \u6a21\u62df\u793e\u4f1a\uff0cMATRIX-Gen \u80fd\u591f\u53ef\u63a7\u5730\u5408\u6210\u9ad8\u8d28\u91cf\u7684\u591a\u6837\u6570\u636e\u3002\u5728\u901a\u7528\u548c\u4e13\u7528\u4efb\u52a1\u4e2d\uff0c\u4ec5\u4f7f\u7528 0.2% \u7684\u6570\u636e\uff0c\u5373\u53ef\u83b7\u5f97\u4f18\u4e8e\u5927\u6a21\u578b\u7814\u53d1\u9886\u519b\u56e2\u961f Meta AI \u6240\u7528\u6570\u636e\u96c6\u7684\u6a21\u578b\u8bad\u7ec3\u6548\u679c\uff0c\u7a81\u663e\u4e86 MATRIX-Gen \u5728\u6570\u636e\u5408\u6210\u4e2d\u7684\u4f18\u52bf\u3002<\/section>\n<section><\/section>\n<section>\u672c\u7814\u7a76\u5e0c\u671b\u8be5\u6570\u636e\u5408\u6210\u6846\u67b6\u80fd\u591f\u5e2e\u52a9\u5b9a\u91cf\u7814\u7a76\u4f55\u79cd\u7c7b\u578b\u7684\u6570\u636e\u66f4\u9002\u5408\u7528\u4e8e\u76d1\u7763\u5fae\u8c03\u548c\u504f\u597d\u4f18\u5316\uff0c\u6df1\u5165\u63a2\u8ba8\u4e0d\u540c\u6570\u636e\u7279\u6027\u5bf9\u6a21\u578b\u6027\u80fd\u7684\u5f71\u54cd\u3002\u6b64\u5916\uff0c\u6211\u4eec\u5c55\u671b\u901a\u8fc7\u5f15\u5165\u66f4\u5f3a\u5927\u7684 AI \u667a\u80fd\u4f53\uff0c\u5982\u5177\u5907\u5de5\u5177\u8c03\u7528\u80fd\u529b\u7684 AI \u667a\u80fd\u4f53\uff0c\u4ee5\u53ca\u63a5\u5165\u66f4\u4e30\u5bcc\u7684\u73af\u5883\uff0c\u8fdb\u4e00\u6b65\u5408\u6210\u66f4\u590d\u6742\u7684\u6570\u636e\uff0c\u4ece\u800c\u63d0\u5347\u5927\u8bed\u8a00\u6a21\u578b\u5728\u590d\u6742\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-14-3\" target=\"_blank\">1000\u591a\u4e2a\u667a\u80fd\u4f53\u7ec4\u6210\uff0cAI\u793e\u4f1a\u6a21\u62df\u5668MATRIX-Gen\u52a9\u529b\u5927\u6a21\u578b\u81ea\u6211\u8fdb\u5316<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:1000\u591a\u4e2a\u667a\u80fd\u4f53\u7ec4\u6210 [&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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[70,68,55],"class_list":["post-36673","post","type-post","status-publish","format-standard","hentry","category-news","tag-agent","tag-68","tag-55"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>1000\u591a\u4e2a\u667a\u80fd\u4f53\u7ec4\u6210\uff0cAI\u793e\u4f1a\u6a21\u62df\u5668MATRIX-Gen\u52a9\u529b\u5927\u6a21\u578b\u81ea\u6211\u8fdb\u5316 - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=36673\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/17aitech.com\/?p=36673\",\"url\":\"https:\/\/17aitech.com\/?p=36673\",\"name\":\"1000\u591a\u4e2a\u667a\u80fd\u4f53\u7ec4\u6210\uff0cAI\u793e\u4f1a\u6a21\u62df\u5668MATRIX-Gen\u52a9\u529b\u5927\u6a21\u578b\u81ea\u6211\u8fdb\u5316 - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\/\/17aitech.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/17aitech.com\/?p=36673#primaryimage\"},\"image\":{\"@id\":\"https:\/\/17aitech.com\/?p=36673#primaryimage\"},\"thumbnailUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-60ea8013393106dd69071812739872aa.png\",\"datePublished\":\"2025-01-15T23:01:49+00:00\",\"author\":{\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\/\/17aitech.com\/?p=36673#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/17aitech.com\/?p=36673\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/?p=36673#primaryimage\",\"url\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-60ea8013393106dd69071812739872aa.png\",\"contentUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-60ea8013393106dd69071812739872aa.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/17aitech.com\/?p=36673#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/17aitech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"1000\u591a\u4e2a\u667a\u80fd\u4f53\u7ec4\u6210\uff0cAI\u793e\u4f1a\u6a21\u62df\u5668MATRIX-Gen\u52a9\u529b\u5927\u6a21\u578b\u81ea\u6211\u8fdb\u5316\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/17aitech.com\/#website\",\"url\":\"https:\/\/17aitech.com\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/17aitech.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/image\/\",\"url\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"contentUrl\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\/\/17aitech.com\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"1000\u591a\u4e2a\u667a\u80fd\u4f53\u7ec4\u6210\uff0cAI\u793e\u4f1a\u6a21\u62df\u5668MATRIX-Gen\u52a9\u529b\u5927\u6a21\u578b\u81ea\u6211\u8fdb\u5316 - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=36673","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=36673","url":"https:\/\/17aitech.com\/?p=36673","name":"1000\u591a\u4e2a\u667a\u80fd\u4f53\u7ec4\u6210\uff0cAI\u793e\u4f1a\u6a21\u62df\u5668MATRIX-Gen\u52a9\u529b\u5927\u6a21\u578b\u81ea\u6211\u8fdb\u5316 - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=36673#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=36673#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-60ea8013393106dd69071812739872aa.png","datePublished":"2025-01-15T23:01:49+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=36673#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=36673"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=36673#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-60ea8013393106dd69071812739872aa.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-60ea8013393106dd69071812739872aa.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=36673#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"1000\u591a\u4e2a\u667a\u80fd\u4f53\u7ec4\u6210\uff0cAI\u793e\u4f1a\u6a21\u62df\u5668MATRIX-Gen\u52a9\u529b\u5927\u6a21\u578b\u81ea\u6211\u8fdb\u5316"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/#\/schema\/person\/image\/","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/36673","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=36673"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/36673\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=36673"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=36673"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=36673"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}