{"id":39311,"date":"2025-03-09T21:02:22","date_gmt":"2025-03-09T13:02:22","guid":{"rendered":"https:\/\/17aitech.com\/?p=39311"},"modified":"2025-03-09T21:02:22","modified_gmt":"2025-03-09T13:02:22","slug":"%e4%b8%8a%e6%b5%b7%e4%ba%a4%e5%a4%a7%e5%bc%a0%e6%8b%b3%e7%9f%b3%ef%bc%9a%e6%80%9d%e7%bb%b4%e9%93%be%e5%8f%aa%e6%98%af%e8%a1%a8%e8%b1%a1%ef%bc%8cdeepseek%e5%87%ad%e4%bb%80%e4%b9%88%e6%9b%b4%e5%bc%ba","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39311","title":{"rendered":"\u4e0a\u6d77\u4ea4\u5927\u5f20\u62f3\u77f3\uff1a\u601d\u7ef4\u94fe\u53ea\u662f\u8868\u8c61\uff0cDeepSeek\u51ed\u4ec0\u4e48\u66f4\u5f3a | \u667a\u8005\u8bbf\u8c08"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-09-4\" target=\"_blank\">\u4e0a\u6d77\u4ea4\u5927\u5f20\u62f3\u77f3\uff1a\u601d\u7ef4\u94fe\u53ea\u662f\u8868\u8c61\uff0cDeepSeek\u51ed\u4ec0\u4e48\u66f4\u5f3a | \u667a\u8005\u8bbf\u8c08<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ece7ab88d638788496ed380bc6eca47c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ece7ab88d638788496ed380bc6eca47c.png\"><\/a><\/section>\n<section>\n<section>\n<section>\n<section>\n<p>\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\u4e00\u7ebf AI \u6d1e\u5bdf\uff0c\u667a\u8005\u6df1\u5ea6\u601d\u8003<\/p>\n<p>\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 \u6df1\u5165\u4ea7\u4e1a\u53d8\u9769\uff0c\u5171\u521b AI \u672a\u6765<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-69d3f42490f08ad2f16b108a5a618878.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-69d3f42490f08ad2f16b108a5a618878.png\"><\/a><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section>DeepSeek-R1 \u7b49\u6a21\u578b\u901a\u8fc7\u5c55\u793a\u601d\u7ef4\u94fe\uff08CoT\uff09\u8ba9\u7528\u6237\u4e00\u7aa5\u5927\u6a21\u578b\u7684\u300c\u601d\u8003\u8fc7\u7a0b\u300d\uff0c\u7136\u800c\uff0c\u6a21\u578b\u5c55\u793a\u7684\u601d\u8003\u8fc7\u7a0b\u771f\u7684\u4ee3\u8868\u4e86\u6a21\u578b\u7684\u5185\u5728\u63a8\u7406\u673a\u5236\u5417\uff1f\u5728\u533b\u7597\u8bca\u65ad\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u6cd5\u5f8b\u5224\u51b3\u7b49\u9ad8\u98ce\u9669\u9886\u57df\uff0c\u6211\u4eec\u80fd\u5426\u771f\u6b63\u4fe1\u4efb AI \u7684\u51b3\u7b56\uff1f<\/section>\n<section><\/section>\n<section>\u672c\u671f\u300a\u667a\u8005\u8bbf\u8c08\u300b\u9080\u8bf7\u5230\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u5f20\u62f3\u77f3\u6559\u6388\uff0c\u4ed6\u5728\u795e\u7ecf\u7f51\u7edc\u53ef\u89e3\u91ca\u6027\u7814\u7a76\u9886\u57df\u5f00\u521b\u4e86\u65b0\u7684\u7406\u8bba\u6846\u67b6\u3002<\/section>\n<section><\/section>\n<section>\u4e0d\u540c\u4e8e\u4f20\u7edf\u7684\u5de5\u7a0b\u6280\u672f\u5c42\u9762\u7684\u89e3\u91ca\u65b9\u6cd5\uff0c\u5f20\u6559\u6388\u63d0\u51fa\u4e86\u300c\u7b49\u6548\u4e0e\u6216\u4ea4\u4e92\u300d\u89e3\u91ca\u6027\u7406\u8bba\uff0c\u7528\u4e25\u8c28\u7684\u6570\u5b66\u7b26\u53f7\u5316\u65b9\u5f0f\u8bc1\u660e\u795e\u7ecf\u7f51\u7edc\u7684\u5185\u5728\u8868\u5f81\u903b\u8f91\uff0c\u4e3a\u7406\u89e3\u6cdb\u5316\u6027\u3001\u9c81\u68d2\u6027\u548c\u8fc7\u62df\u5408\u63d0\u4f9b\u4e86\u65b0\u7684\u89c6\u89d2\u3002<\/section>\n<section><\/section>\n<section>\u9762\u5bf9\u5927\u6a21\u578b\u53d1\u5c55\u7684\u5404\u79cd\u6311\u6218\uff0c\u5f20\u6559\u6388\u5f3a\u8c03\u4e86\u7406\u8bba\u521b\u65b0\u7684\u91cd\u8981\u6027\u3002\u4ed6\u8bf4\uff1a\u300c\u6240\u8c13\u5341\u5e74\u78e8\u4e00\u5251\uff0c\u76f8\u6bd4\u7528\u5341\u5e74\u65f6\u95f4\u53bb\u4f18\u5316\u4e00\u4e2a\u590d\u6742\u7cfb\u7edf\uff0c\u66f4\u591a\u662f\u7528\u5341\u5e74\u53bb\u7b49\u5f85\u4e00\u4e2a\u771f\u6b63\u503c\u5f97\u6295\u5165\u7684\u95ee\u9898\u3002\u300d<a href=\"https:\/\/mp.weixin.qq.com\/s\/zG7SOVZPHRhHhS4tKjHCAQ\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-861afed64a7078f798d1630d1b4b4e52.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-861afed64a7078f798d1630d1b4b4e52.png\"><\/a><\/a><\/section>\n<section><strong>\u65f6\u95f4\u6233<\/strong><\/section>\n<section>\n<section>\n<section>\n<section>\n<section>\n<section><\/section>\n<section><strong>01:20<\/strong>\u00a0 \u00a0\u601d\u7ef4\u94fe\u662f\u6a21\u578b\u7684\u771f\u5b9e\u601d\u8003\u8fc7\u7a0b\u5417\uff1f<\/section>\n<\/section>\n<section>\n<section>\n<section><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section>\n<section>\n<section><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section>\n<section>\n<section>\n<section>\n<section><strong>05:39<\/strong>\u00a0 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Scaling<\/section>\n<\/section>\n<section>\n<section>\n<section><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section>\n<section>\n<section><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section>\n<section>\n<section>\n<section>\n<section><strong>50:10<\/strong>\u00a0 \u00a0\u7528 CoT \u6570\u636e\u53cd\u54fa\u8bad\u7ec3\u7684\u6f5c\u5728\u98ce\u9669<\/section>\n<\/section>\n<section>\n<section>\n<section><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section>\n<section>\n<section><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section>\n<section>\n<section>\n<section>\n<section><strong>52:36<\/strong>\u00a0 \u00a0\u5982\u4f55\u5728 AI 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\u7684\u5e94\u7528\uff0c\u5c24\u5176\u662f\u5728\u533b\u7597\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u5bf9\u4e8e\u5b89\u5168\u548c\u53ef\u9760\u6027\u6781\u5ea6\u654f\u611f\u7684\u884c\u4e1a\u7684\u5e94\u7528\uff0c\u66f4\u4e8b\u5173\u6df1\u5ea6\u5b66\u4e60\u6210\u4e3a\u4e00\u95e8\u79d1\u5b66\u7684\u57fa\u7840\u3002<\/section>\n<section><\/section>\n<section>\u60a8\u94bb\u7814\u6df1\u5ea6\u5b66\u4e60\u7684\u53ef\u89e3\u91ca\u6027\u591a\u5e74\uff0c\u5e76\u4e14\u5f00\u521b\u4e86\u65b0\u7684\u7406\u8bba\uff0c\u4e5f\u5373\u4f7f\u7528\u6570\u5b66\u7684\u3001\u4e25\u8c28\u7684\u3001\u7b26\u53f7\u5316\u7684\u65b9\u5f0f\u53bb\u89e3\u91ca\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7684\u5185\u5728\u8868\u5f81\uff0c\u53ef\u4ee5\u8bf4\u662f\u5bf9\u4f20\u7edf\u89c2\u70b9\u7684\u4e00\u79cd\u6311\u6218\u3002\u975e\u5e38\u9ad8\u5174\u4e0e\u60a8\u4e00\u540c\u63a2\u8ba8 AI \u53ef\u89e3\u91ca\u6027\u8fd9\u4e2a\u8bdd\u9898\u3002<\/section>\n<section><\/section>\n<section><strong>\u5f20\u62f3\u77f3\uff1a<\/strong>\u611f\u8c22\u673a\u5668\u4e4b\u5fc3\uff0c\u5f88\u9ad8\u5174\u6765\u8fd9\u91cc\u53c2\u4e0e\u8ba8\u8bba\u3002\u50cf OpenAI\u3001DeepSeek \u8fd9\u4e9b\u77e5\u540d\u7684\u5927\u6a21\u578b\u516c\u53f8\u90fd\u7eb7\u7eb7\u63d0\u4f9b\u4e86\u601d\u7ef4\u94fe\uff08\u529f\u80fd\uff09\uff0c\u8fd9\u662f\u5f88\u597d\u7684\u8d8b\u52bf\uff0c\u5927\u5bb6\u9010\u6e10\u610f\u8bc6\u5230\u4e0d\u4ec5\u8981\u5229\u7528\u5927\u6a21\u578b\u63d0\u4f9b\u8f93\u51fa\u7ed3\u679c\uff0c\u800c\u4e14\u9700\u8981\u77e5\u9053\u5927\u6a21\u578b\u8f93\u51fa\u7ed3\u679c\u7684\u5185\u5728\u673a\u7406\uff0c\u601d\u7ef4\u94fe\u53ef\u4ee5\u4f5c\u4e3a\u975e\u5e38\u597d\u7684\u7a97\u53e3\uff0c\u8ba9\u6211\u4eec\u53bb\u770b\u5230\u5927\u6a21\u578b\u662f\u5982\u4f55\u5904\u7406\u4fe1\u606f\u7684\u3002\u4f46\u662f\u4ece\u53ef\u89e3\u91ca\u6027\u7684\u89d2\u5ea6\uff0c\u7a76\u7adf\u80fd\u5426\u628a\u601d\u7ef4\u94fe\u89c6\u4e3a\u5927\u6a21\u578b\u4e25\u8c28\u7684\u63a8\u7406\u673a\u5236\uff0c\u8fd9\u662f\u5b58\u7591\u7684\u3002<\/section>\n<section><\/section>\n<section>\u9996\u5148\u9700\u8981\u627f\u8ba4\uff0c\u601d\u7ef4\u94fe\u80af\u5b9a\u662f\u6709\u4f5c\u7528\u7684\u3002\u4f46\u662f\u4ece\u6a21\u578b\u7684\u5185\u5728\u673a\u7406\u770b\uff0c\u5b83\u8ddf\u4f20\u7edf\u7684\u6ca1\u6709\u601d\u7ef4\u94fe\u7684\u751f\u6210\u8bed\u8a00\u6ca1\u6709\u672c\u8d28\u533a\u522b\uff0c\u4f9d\u7136\u662f\u5bf9\u4eba\u7c7b\u95ee\u7b54\u6570\u636e\u7684\u7ecf\u9a8c\u6027\u62df\u5408\u3002\u8fd9\u79cd\u7ecf\u9a8c\u62df\u5408\u6709\u6ca1\u6709\u4f5c\u7528\u5462\uff1f\u80af\u5b9a\u6709\u4f5c\u7528\uff0c\u4f46\u4ee5\u4ec0\u4e48\u5f62\u5f0f\u3001\u4ec0\u4e48\u89d2\u5ea6\u3001\u4ec0\u4e48\u673a\u5236\u4ea7\u751f\u4f5c\u7528\uff0c\u6211\u4eec\u662f\u4e0d\u6e05\u695a\u7684\u3002<\/section>\n<section><\/section>\n<section>\u5982\u679c\u6ca1\u6709\u4e00\u4e2a\u4e25\u8c28\u7684\u89e3\u91ca\u6027\u7406\u8bba\u53bb\u4e25\u683c\u5206\u6790\u5176\u5185\u5728\u63a8\u7406\u5230\u5e95\u662f\u5982\u4f55\u8fd0\u884c\uff0c\u5c31\u6ca1\u6709\u529e\u6cd5\u63a2\u8ba8\u66f4\u6df1\u5165\u7684\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section><strong>\u673a\u5668\u4e4b\u5fc3\uff1a<\/strong>\u4ece\u60a8\u7684\u89d2\u5ea6\u770b\uff0c\u4e0d\u540c\u6a21\u578b\u5c55\u793a\u51fa\u6765\u7684\u601d\u7ef4\u94fe\u4e3a\u4ec0\u4e48\u4f1a\u6709\u8fd9\u4e48\u5927\u7684\u533a\u522b\u5462\uff1f<\/section>\n<section><\/section>\n<section><strong>\u5f20\u62f3\u77f3\uff1a<\/strong>\u601d\u7ef4\u94fe\uff0c\u4ece\u5b83\u7684\u6839\u672c\u6570\u5b66\u673a\u7406\u6765\u8bf4\uff0c\u5c31\u662f\u5927\u6a21\u578b\u7aef\u5bf9\u7aef\u7684\u8f93\u51fa\u3002\u6709\u4e9b\u5927\u6a21\u578b\u7ed9\u51fa\u7684\u601d\u7ef4\u94fe\u770b\u4e0a\u53bb\u5f88\u597d\u770b\uff0c\u53ea\u80fd\u8bf4\u63d0\u4f9b\u7684 QA \u8bad\u7ec3\u6570\u636e\u7684\u62df\u5408\u8d28\u91cf\u53ef\u80fd\u66f4\u597d\u3002<\/section>\n<section><\/section>\n<section>\u89e3\u91ca\u6027\u9886\u57df\u5b9e\u9645\u6709\u4e24\u7c7b\u89e3\u91ca\u6027\u7b97\u6cd5\uff1a\u7b2c\u4e00\u7c7b\u60f3\u8981\u662f\u8fce\u5408\u4eba\u7684\u4e3b\u89c2\u8ba4\u77e5\u7684\u89e3\u91ca\uff0c\u7b2c\u4e8c\u7c7b\u662f\u4ece\u6570\u5b66\u4e0a\u5bf9\u795e\u7ecf\u7f51\u7edc\u5185\u5728\u4fe1\u606f\u5904\u7406\u673a\u5236\u7684\u4e25\u8c28\u5ba2\u89c2\u7684\u89e3\u91ca\u3002\u5927\u6a21\u578b\u7684\u601d\u7ef4\u94fe\uff0c\u4ee5\u53ca\u5176\u4ed6\u4e00\u4e9b\u4e8b\u540e\u89e3\u91ca\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u67d0\u79cd\u610f\u4e49\u4e0a\u90fd\u662f\u5bf9\u4eba\u7c7b\u8ba4\u77e5\u7684\u4e00\u79cd\u62df\u5408\uff0c\u5c31\u662f\u8bf4\u89e3\u91ca\u51fa\u6765\u7684\u7ed3\u679c\u4eba\u80fd\u8bfb\u61c2\u3002<\/section>\n<section><\/section>\n<section>\u6211\u95ee\u5927\u6a21\u578b\u4f60\u7a76\u7adf\u662f\u600e\u4e48\u53bb\u505a\u63a8\u7406\u7684\uff1f\u5927\u6a21\u578b\u53ef\u80fd\u4e8b\u540e\u8bf4\u300c\u6211\u7684\u63a8\u7406\u4f9d\u636e\u662f 1\u30012\u30013\u30014\u2026\u2026\u300d\uff0c\u4f46\u5927\u6a21\u578b\u771f\u7684\u662f\u57fa\u4e8e\u8fd9\u4e9b\u539f\u56e0\u53bb\u505a\u7684\u5417\uff1f\u6211\u4eec\u5e76\u4e0d\u6e05\u695a\uff0c\u8fd9\u5c31\u5e26\u6765\u5f88\u5927\u6f5c\u5728\u98ce\u9669\u3002<\/section>\n<section><\/section>\n<section>\u6240\u4ee5\u8981\u771f\u6b63\u505a\u5230\u4ece\u6570\u5b66\u673a\u5236\u5c42\u9762\u4fdd\u8bc1\u5927\u6a21\u578b\u7684\u89e3\u91ca\u662f\u4e25\u683c\u7684\u3001\u53ef\u9760\u7684\uff0c\u4f46\u662f\u5f88\u591a\u4eba\u8ba4\u4e3a\u5927\u6a21\u578b\u5185\u90e8\u53c2\u6570\u90a3\u4e48\u591a\uff0c\u7279\u5f81\u90a3\u4e48\u590d\u6742\uff0c\u4e0d\u53ef\u80fd\u89e3\u91ca\u6e05\u695a\u3002\u4f46\u6211\u4eec\u5fc5\u987b\u628a\u8fd9\u770b\u4f3c\u77db\u76fe\u7684\u4e24\u8005\u7edf\u4e00\u8d77\u6765\uff0c\u63d0\u51fa\u53ef\u9760\u7684\u68c0\u9a8c\u65b9\u6cd5\uff0c\u5bf9\u5927\u6a21\u578b\u7684\u4fe1\u606f\u5904\u7406\u8fdb\u884c\u5185\u89c2\u4e0e\u603b\u7ed3\u3002<\/section>\n<section><\/section>\n<section><strong>\u53ef\u89e3\u91ca\u6027\u65b0\u7406\u8bba\uff1a<\/strong><\/section>\n<section><strong>\u8bc1\u660e\u5bf9\u795e\u7ecf\u7f51\u7edc\u8868\u5f81\u903b\u8f91\u7b26\u53f7\u5316\u89e3\u91ca\u7684\u4e25\u8c28\u6027<\/strong><\/section>\n<section><\/section>\n<section><strong>\u673a\u5668\u4e4b\u5fc3\uff1a<\/strong>\u65e2\u7136\u5f88\u96be\u4ece\u6570\u5b66\u4e0a\u7b26\u53f7\u5316\u5730\u8bc1\u660e\u6a21\u578b\u5185\u5728\u8868\u5f81\uff0c\u60a8\u662f\u5982\u4f55\u505a\u5230\u8fd9\u4e00\u70b9\u7684\u5462\uff1f<\/section>\n<section><\/section>\n<section><strong>\u5f20\u62f3\u77f3\uff1a<\/strong>\u5bf9\u795e\u7ecf\u7f51\u7edc\u89e3\u91ca\u7684\u5ba2\u89c2\u6027\u548c\u7406\u8bba\u7684\u624e\u5b9e\u6027\uff0c\u8fd9\u662f\u6574\u4e2a\u53ef\u89e3\u91ca\u6027\u9886\u57df\u6700\u91cd\u8981\u7684\u95ee\u9898\uff0c\u6ca1\u6709\u4e4b\u4e00\u3002\u957f\u671f\u4ee5\u6765\u4eba\u4eec\u666e\u904d\u8ba4\u4e3a\u8fd9\u662f\u4e0d\u53ef\u80fd\u7684\uff0c\u4e14\u4e0d\u8bf4\u5927\u6a21\u578b\uff0c\u5c31\u662f\u4e00\u4e2a\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\uff0c\u5176\u5185\u90e8\u7684\u8fde\u63a5\u673a\u5236\u548c\u7279\u5f81\u662f\u5f88\u6df7\u4e71\u7684\u3002\u6211\u4eec\u5e0c\u671b\u7684\u89e3\u91ca\u662f\u6e05\u6670\u7684\u3001\u7a00\u758f\u7684\u3001\u7b80\u6d01\u7684\uff0c\u751a\u81f3\u662f\u7b26\u53f7\u5316\u7684\u56e0\u679c\u63a8\u7406\uff0c\u6240\u4ee5\u5f88\u591a\u4eba\u7b2c\u4e00\u53cd\u5e94\u8fd9\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u5f53\u7136\uff0c\u5e76\u975e\u6ca1\u6709\u4eba\u4ece\u7b26\u53f7\u5316\u7684\u6982\u5ff5\u8bed\u4e49\u5c42\u9762\u53bb\u89e3\u91ca\uff0c\u4f46\u8fd9\u4e9b\u6280\u672f\u65e0\u4e00\u4f8b\u5916\u90fd\u662f\u5bf9\u5927\u6a21\u578b\u6216\u795e\u7ecf\u7f51\u7edc\u8f93\u51fa\u7ed3\u679c\u7684\u4e00\u79cd\u8fd1\u4f3c\u62df\u5408\u3002<\/section>\n<section><\/section>\n<section>\u5982\u679c\u6ca1\u6709\u529e\u6cd5\u5bf9\u5927\u6a21\u578b\u8fdb\u884c\u4e8b\u540e\u7684\u4e25\u8c28\u89e3\u91ca\uff0c\u5728\u81ea\u52a8\u9a7e\u9a76\u3001\u533b\u7597\u8bca\u65ad\u3001\u6cd5\u5f8b\u5224\u6848\u8fd9\u4e9b\u91cd\u5927\u3001\u4e25\u8c28\u7684\u5e94\u7528\u4e2d\u662f\u4e0d\u80fd\u8fd0\u7528\u5927\u6a21\u578b\u7684\u3002\u56e0\u6b64\uff0c\u9700\u8981\u5b9a\u4e49\u65b0\u7684\u7406\u8bba\u4f53\u7cfb\uff0c\u5b9a\u4e49\u89e3\u91ca\u7684\u5ba2\u89c2\u6027\u4e0e\u53ef\u9760\u6027\u3002<\/section>\n<section><\/section>\n<section><strong>\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u53eb\u505a\u300c\u7b49\u6548\u4e0e\u6216\u4ea4\u4e92\u300d\u7684\u795e\u7ecf\u7f51\u7edc\u53ef\u89e3\u91ca\u6027\u7406\u8bba\uff1a<\/strong>\u7ed9\u5b9a\u4efb\u610f\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\uff0c\u53ef\u80fd\u662f\u5927\u6a21\u578b\uff0c\u53ef\u80fd\u662f\u5176\u4ed6\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u90fd\u53ef\u4ee5\u7528\u7b26\u53f7\u5316\u7684\u300c\u4e0e\u6216\u56fe\u6a21\u578b\u300d\u53bb\u89e3\u91ca\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c36acebeaedf7b7d97f25c7599f380d5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c36acebeaedf7b7d97f25c7599f380d5.png\"><\/a><\/section>\n<section>\u57fa\u4e8e\u300c\u7b49\u6548\u4e0e\u6216\u4ea4\u4e92\u300d\u7684\u795e\u7ecf\u7f51\u7edc\u53ef\u89e3\u91ca\u6027\u7406\u8bba\uff0c\u8bc1\u660e\u53ef\u4ee5\u5c06\u795e\u7ecf\u7f51\u7edc\u7cbe\u7ec6\u8868\u5f81\u903b\u8f91\u4e25\u8c28\u5730\u89e3\u91ca\u4e3a\u7b26\u53f7\u5316\u4ea4\u4e92\u6982\u5ff5\u3002<\/section>\n<section><\/section>\n<section>\u5177\u4f53\u6765\u8bf4\uff0c\u5bf9\u4e8e\u4e00\u4e2a\u5305\u542b n \u4e2a\u8f93\u5165 token \u7684\u53e5\u5b50\uff0c\u5b58\u5728 \u00a02<sup>n<\/sup> \u79cd\u906e\u6321\u72b6\u6001\u3002\u6211\u4eec\u8bc1\u660e\uff0c\u4efb\u4f55\u795e\u7ecf\u7f51\u7edc\u5728\u8fd9 n \u4e2a token \u4e0a\u7684\u8f93\u51fa\u7f6e\u4fe1\u5ea6\uff0c\u90fd\u53ef\u4ee5\u7528\u7b26\u53f7\u5316\u7684\u300c\u4e0e\u6216\u56fe\u6a21\u578b\u300d\u7cbe\u786e\u62df\u5408\u3002<\/section>\n<section><\/section>\n<section>\u300c\u4e0e\u6216\u56fe\u6a21\u578b\u300d\u5305\u542b\u300c\u4e0e\u4ea4\u4e92\u300d\u548c\u300c\u6216\u4ea4\u4e92\u300d\u7684\u7ed3\u6784\u3002\u4ee5 \u201che is a green hand\u201d \u8fd9\u4e2a\u53e5\u5b50\u4e3a\u4f8b\uff0c\u201cgreen hand\u201d \u5c31\u4f53\u73b0\u4e86\u300c\u4e0e\u4ea4\u4e92\u300d\uff0c\u5b83\u5e76\u975e\u300c\u7eff\u989c\u8272\u7684\u624b\u300d\uff0c\u800c\u662f\u300c\u65b0\u4eba\u300d\uff0c\u8fd9\u53e5\u8bdd\u7684\u610f\u601d\u662f \u201c\u4ed6\u662f\u4e00\u4f4d\u65b0\u4eba\u201d\u3002\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u5355\u4e2a\u8bcd\u7684\u6548\u7528\u4e0e\u4e24\u4e2a\u8bcd\u5171\u540c\u4ea7\u751f\u7684\u6548\u7528\uff0c\u662f 1 + 1 \u5927\u4e8e 2 \u7684\uff0c\u4e5f\u5373\u6d8c\u73b0\u51fa\u65b0\u7684\u610f\u4e49\uff0c\u5bf9\u8f93\u51fa\u7ed3\u679c\u7684\u7f6e\u4fe1\u5ea6\u4f1a\u4ea7\u751f\u4e00\u4e2a\u6570\u503c\u6548\u5e94\uff0c\u6bd4\u5982\u8bf4 0.2\uff0c\u5f53\u53bb\u6389 green \u6216 hand \u4efb\u610f\u4e00\u4e2a\uff0c\u8fd9\u4e2a 0.2 \u5f97\u5206\u5c31\u4f1a\u6d88\u5931\u3002<\/section>\n<section><\/section>\n<section>\u300c\u6216\u4ea4\u4e92\u300d\u8868\u793a\u8bcd\u4e4b\u95f4\u5b58\u5728\u5e76\u5217\u5173\u7cfb\uff0c\u6bd4\u5982 \u201c\u4ed6\u5174\u9ad8\u91c7\u70c8\u3001\u8e66\u8e66\u8df3\u8df3\u3001\u7709\u98de\u8272\u821e\u5730\u53bb\u505a\u67d0\u4ef6\u4e8b\u201d\uff0c\u8fd9\u4e09\u4e2a\u8bcd\u90fd\u8868\u793a \u201c\u5f88\u9ad8\u5174\u201d\uff0c\u5b83\u4eec\u4e4b\u95f4\u7684\u5173\u7cfb\u5c31\u6784\u6210\u4e86\u300c\u6216\u4ea4\u4e92\u300d\u3002\u5fc5\u987b\u8fd9\u4e09\u4e2a\u5355\u8bcd\u90fd\u4e0d\u51fa\u73b0\uff0c\u8f93\u51fa\u7ed3\u679c\u4e2d \u201c\u5f88\u9ad8\u5174\u201d \u7684\u6570\u503c\u6548\u5e94\u624d\u4f1a\u6d88\u5931\u3002<\/section>\n<section><\/section>\n<section>\u6211\u4eec\u53ef\u4ee5\u4ece\u7ed9\u5b9a\u7684\u5927\u6a21\u578b\u4e0e\u7ed9\u5b9a\u7684\u6570\u636e\u4e2d\uff0c\u63d0\u53d6\u51fa 100 \u591a\u4e2a\u8fd9\u6837\u7684\u300c\u4e0e\u6216\u4ea4\u4e92\u300d\uff0c\u52a0\u5408\u8d77\u6765\u5728\u6570\u503c\u4e0a\u6b63\u597d\u7b49\u4e8e\u8fd9\u4e2a\u5927\u6a21\u578b\u5728\u8fd9\u4e2a\u53e5\u5b50\u4e0a\u7684\u8f93\u51fa\u3002<\/section>\n<section><\/section>\n<section>\u4e0d\u4ec5\u5982\u6b64\uff0c\u6211\u4eec\u53d1\u73b0\u7b49\u6548\u4e0e\u6216\u4ea4\u4e92\u7406\u8bba\u5177\u6709\u51e0\u4e2a\u5173\u952e\u7279\u6027\u3002\u9996\u5148\u662f\u300c\u65e0\u9650\u62df\u5408\u6027\u300d\uff0c\u5047\u8bbe\u6709 n \u4e2a\u5355\u8bcd\uff0c\u4e0e\u6216\u56fe\u6a21\u578b\u53ef\u4ee5\u5b8c\u7f8e\u62df\u5408\u5176\u00a02<sup>n<\/sup> \u4e2a\u4e0d\u540c\u906e\u6321\u72b6\u6001\u4e0b\u7684\u8f93\u51fa\u3002\u5176\u6b21\u662f\u300c\u7a00\u758f\u6027\u300d\uff0c\u7ed9\u5b9a n \u4e2a\u5355\u8bcd\u6216 n \u4e2a token \u7684\u8f93\u5165\u53e5\u5b50\uff0c\u5efa\u6a21\u7684\u4ea4\u4e92\u6570\u91cf\u901a\u5e38\u5728 150 \u4e2a\u5de6\u53f3\u7684\u91cf\u7ea7\uff0c\u4fdd\u8bc1\u4e86\u5185\u5728\u89e3\u91ca\u7684\u7b80\u6d01\u6027\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u662f\u4e00\u4e2a\u901a\u7528\u7406\u8bba\uff0c\u4e0d\u4ec5\u9002\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u751f\u6210\u6a21\u578b\uff0c\u4e5f\u9002\u7528\u4e8e\u56fe\u50cf\u5206\u7c7b\u3001\u4e09\u7ef4\u70b9\u4e91\u5206\u7c7b\u3001\u8868\u683c\u6570\u636e\u5206\u7c7b\u7b49\u5404\u7c7b\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u3002<strong>\u4efb\u4f55\u795e\u7ecf\u7f51\u7edc\u90fd\u53ef\u4ee5\u5f97\u5230\u7a00\u758f\u7684\u7b26\u53f7\u5316\u7684\u89e3\u91ca\uff0c\u8fd9\u662f\u57fa\u7840\u7406\u8bba\u7684\u7a81\u7834\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u76ee\u524d AI \u7814\u7a76\u4e2d\u6709\u4e2a\u9886\u57df\u53eb\u673a\u5236\u53ef\u89e3\u91ca\u6027\uff08Mechanistic Interpretability\uff09\uff0c\u5176\u4e3b\u8981\u76ee\u6807\u662f\u9610\u91ca\u795e\u7ecf\u7f51\u7edc\u4e2d\u5404\u4e2a\u795e\u7ecf\u5143\u7684\u529f\u80fd\u548c\u4f5c\u7528\uff0c\u81f4\u529b\u4e8e\u7406\u89e3\u6bcf\u4e2a\u795e\u7ecf\u5143\u7684\u6fc0\u6d3b\u6a21\u5f0f\u6240\u8868\u5f81\u7684\u7279\u5f81\u6216\u7c7b\u522b\u3002\u4f46\u6211\u8ba4\u4e3a\u8fd9\u4e2a\u65b9\u6cd5\u662f\u4e0d\u4e25\u8c28\u7684\uff0c\u56e0\u4e3a\u65e0\u6cd5\u4fdd\u8bc1\u795e\u7ecf\u7f51\u7edc\u5185\u90e8\u5343\u5343\u4e07\u4e07\u4e2a\u795e\u7ecf\u5143\uff0c\u6bcf\u4e2a\u795e\u7ecf\u5143\u7684\u8bed\u4e49\u90fd\u662f\u4e25\u8c28\u7684\u3002<\/section>\n<section><\/section>\n<section>\u8fd8\u6709\u7279\u5f81\u53ef\u89c6\u5316\uff08Feature Visualization\uff09\u6216\u7f51\u7edc\u53ef\u89c6\u5316\uff08Network Visualization\uff09\uff0c\u4e5f\u5c31\u662f\u53bb\u53ef\u89c6\u5316\u795e\u7ecf\u7f51\u7edc\u6240\u5efa\u6a21\u7684\u4e00\u4e9b\u5f62\u8c61\u6216\u7279\u5f81\u5e76\u52a0\u4ee5\u5206\u6790\u6216\u4f18\u5316\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u90fd\u65e0\u6cd5\u4e25\u683c\u5b9a\u4e49\u8bed\u4e49\u7684\u8fb9\u754c\u3002\u57fa\u4e8e\u4ea4\u4e92\u7684\u89e3\u91ca\u7406\u8bba\u907f\u5f00\u4e86\u8fd9\u4e9b\u95ee\u9898\uff0c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7b49\u6548\u7684\u3001\u53ef\u9760\u7684\u7b26\u53f7\u5316\u89e3\u91ca\u6846\u67b6\u3002<\/section>\n<section><\/section>\n<section>\u4ec0\u4e48\u624d\u80fd\u771f\u6b63\u62c5\u5f53\u8d77\u5927\u6a21\u578b\u672a\u6765\u53d1\u5c55\u7684\u6839\u672c\u6027\u7684\u7b2c\u4e00\u6027\u7684\u89e3\u91ca\uff1f<\/section>\n<section><\/section>\n<section>\u524d\u9762\u63d0\u5230\u7684\u4e24\u4e2a\u7279\u6027\uff0c\u65e0\u9650\u62df\u5408\u6027\u4e0e\u7a00\u758f\u6027\uff0c\u770b\u4f3c\u76f8\u4e92\u51b2\u7a81\uff0c\u4f46\u80fd\u540c\u65f6\u8bc1\u660e\u51fa\u6765\uff0c\u5c31\u4ee3\u8868\u8fd9\u662f\u5f88\u5f3a\u7684\u4e00\u4e2a\u8bc1\u660e\u3002\u6b64\u5916\uff0c\u6211\u4eec\u7684\u7406\u8bba\u8fd8\u5c55\u793a\u51fa\u5f88\u591a\u503c\u5f97\u5173\u6ce8\u7684\u7279\u6027\uff0c\u4f8b\u5982\uff0c\u8fc1\u79fb\u6027\u3002\u4ee5\u4eba\u8138\u8bc6\u522b\u4e3a\u4f8b\uff0c\u5982\u679c\u67d0\u4e2a\u4ea4\u4e92\uff08\u6bd4\u5982\u53cc\u773c\u4e0e\u9f3b\u5b50\u4e4b\u95f4\u7684\u5173\u7cfb\uff09\u5728\u8bad\u7ec3\u6837\u672c\u4e2d\u51fa\u73b0\u9891\u7387\u4e3a 50%\uff0c \u5728\u6d4b\u8bd5\u6837\u672c\u4e2d\u51fa\u73b0\u9891\u7387\u4e3a 48%\uff0c\u8bf4\u660e\u8be5\u4efb\u52a1\u5177\u6709\u826f\u597d\u7684\u8fc1\u79fb\u6027\uff0c\u5982\u679c\u6d4b\u8bd5\u6837\u672c\u4e2d\u51fa\u73b0\u9891\u7387\u4ec5\u4e3a 1% \u6216 2%\uff0c\u5219\u4ee3\u8868\u8fc1\u79fb\u6027\u5dee\u3002\u6211\u4eec\u53d1\u73b0\uff0c\u90a3\u4e9b\u5177\u6709\u5f3a\u70c8\u6570\u503c\u6548\u5e94\u7684\u4ea4\u4e92\u901a\u5e38\u5177\u6709\u5f88\u5f3a\u7684\u8fc1\u79fb\u6027\u3002<\/section>\n<section><\/section>\n<section>\u7b2c\u56db\u4e2a\u7279\u6027\u66f4\u6709\u8da3\uff0c\u4e0d\u540c\u89c4\u6a21\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u6bd4\u5982 7B \u548c 20B\u300130B \u7684\u5927\u6a21\u578b\uff0c\u5728\u5904\u7406\u76f8\u540c\u8f93\u5165\u65f6\uff0c\u5176\u5efa\u6a21\u7684\u4ea4\u4e92\u6709 70%~80% \u662f\u7c7b\u4f3c\u7684\u3002\u524d\u8005\u5e76\u975e\u540e\u8005\u7684\u84b8\u998f\u6a21\u578b\uff0c\u800c\u662f\u4e24\u4e2a\u4f01\u4e1a\u5404\u81ea\u53d1\u5e03\u7684\u6a21\u578b\u3002\u8fd9\u79cd\u300c\u6b8a\u9014\u540c\u5f52\u300d\u7684\u73b0\u8c61\u8868\u660e\uff0c\u5c3d\u7ba1\u6a21\u578b\u7ed3\u6784\u3001\u53c2\u6570\u91cf\u548c\u8bad\u7ec3\u6570\u636e\u90fd\u4e0d\u76f8\u540c\uff0c\u4f46\u5b83\u4eec\u6700\u7ec8\u8d8b\u5411\u4e8e\u76f8\u4f3c\u7684\u8868\u5f81\u65b9\u5f0f\u3002\u4e8b\u5b9e\u4e0a\uff0c\u6211\u4eec\u89c2\u5bdf\u5230\u6a21\u578b\u89c4\u6a21\u8d8a\u5927\uff0c\u5efa\u6a21\u7684\u4ea4\u4e92\u8d8a\u7a00\u758f\uff0c\u800c\u5c0f\u6a21\u578b\u5219\u53ef\u80fd\u5305\u542b\u66f4\u591a\u566a\u58f0\u4ea4\u4e92\u3002<\/section>\n<section><\/section>\n<section>\u5728\u63a2\u8ba8\u795e\u7ecf\u7f51\u7edc\u7684\u53d1\u5c55\u65b9\u5411\u65f6\uff0c\u901a\u5e38\u5173\u6ce8\u4e09\u4e2a\u4e3b\u8981\u7ef4\u5ea6\uff1a\u635f\u5931\u51fd\u6570\u7684\u4f18\u5316\u3001\u6570\u636e\u5904\u7406\u65b9\u6cd5\u7684\u6539\u8fdb\uff0c\u4ee5\u53ca\u7f51\u7edc\u7ed3\u6784\u7684\u521b\u65b0\u3002\u7136\u800c\uff0c\u6211\u4eec\u9700\u8981\u601d\u8003\u4e00\u4e2a\u66f4\u4e3a\u6839\u672c\u7684\u95ee\u9898\uff1a\u8fd9\u4e9b\u4e0d\u540c\u7684\u6280\u672f\u8def\u5f84\u6700\u7ec8\u5e94\u5f53\u5728\u4f55\u5904\u5b9e\u73b0\u7edf\u4e00\uff1f<\/section>\n<section><\/section>\n<section>\u6211\u4eec\u7684\u89c2\u5bdf\u8868\u660e\uff0c\u5c3d\u7ba1\u6280\u672f\u8def\u5f84\u5404\u5f02\uff0c\u4f46\u4e0d\u540c\u65b9\u6cd5\u5728\u8868\u5f81\u5c42\u9762\u5448\u73b0\u51fa\u300c\u6b8a\u9014\u540c\u5f52\u300d\u7684\u7279\u6027\u3002\u8fd9\u4fc3\u4f7f\u6211\u4eec\u601d\u8003\uff1a<strong>\u5185\u5728\u8868\u5f81\u4ea4\u4e92\u662f\u5426\u5728\u67d0\u79cd\u610f\u4e49\u4e0a\u5c31\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u7b2c\u4e00\u6027\u89e3\u91ca\uff1f<\/strong>\u8fd9\u4e5f\u4e3a\u6211\u4eec\u7406\u89e3\u795e\u7ecf\u7f51\u7edc\u7684\u672c\u8d28\uff0c\u5305\u62ec\u91cd\u65b0\u601d\u8003\u6cdb\u5316\u6027\u3001\u9c81\u68d2\u6027\u3001\u4fe1\u606f\u8868\u8fbe\u80fd\u529b\u7b49\uff0c\u63d0\u4f9b\u4e86\u5173\u952e\u89c6\u89d2\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ffb99ec60c2d1e1ad5f217c7205dff2f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ffb99ec60c2d1e1ad5f217c7205dff2f.png\"><\/a><\/section>\n<section>\u7b49\u6548\u4e0e\u6216\u4ea4\u4e92\u7406\u8bba\u5177\u6709\u51e0\u4e2a\u5173\u952e\u7279\u6027\uff1a\u7a00\u758f\u6027\u3001\u65e0\u9650\u62df\u5408\u6027\u3001\u8fc1\u79fb\u6cdb\u5316\u6027\uff0c\u4ee5\u53ca\u4e0d\u540c\u65b9\u6cd5\u5728\u8868\u5f81\u5c42\u9762\u5448\u73b0\u51fa\u6b8a\u9014\u540c\u5f52\u7684\u7279\u6027\u3002\u8fd9\u4fc3\u4f7f\u6211\u4eec\u601d\u8003\uff1a\u5185\u5728\u8868\u5f81\u4ea4\u4e92\u662f\u5426\u5728\u67d0\u79cd\u610f\u4e49\u4e0a\u5c31\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u7b2c\u4e00\u6027\u89e3\u91ca\uff1f<\/section>\n<section><\/section>\n<section><strong>\u673a\u5668\u4e4b\u5fc3\uff1a<\/strong>\u4e3a\u4ec0\u4e48\u8fd9\u4e9b\u4ea4\u4e92\u90fd\u96c6\u4e2d\u5728\u8fd9 100 \u591a\u4e2a\u5de6\u53f3\uff1f<\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u5f20\u62f3\u77f3\uff1a<\/strong>\u9700\u8981\u6307\u51fa\uff0c\u8fd9\u5e76\u4e0d\u662f\u8bf4\u795e\u7ecf\u7f51\u7edc\u6216\u5927\u6a21\u578b\u7b49\u6548\u4e8e\u4e00\u4e2a\u53ea\u6709 100 \u591a\u4e2a\u8282\u70b9\u7684\u56fe\u6a21\u578b\u3002\u5b9e\u9645\u4e0a\uff0c\u5bf9\u4e8e\u4e0d\u540c\u7684\u8f93\u5165\u53e5\u5b50\u6216\u56fe\u7247\uff0c\u6bcf\u6b21\u89e6\u53d1\u7684\u5177\u4f53\u4ea4\u4e92\u662f\u5404\u4e0d\u76f8\u540c\u7684\u3002\u6211\u4eec\u53ea\u80fd\u4e8b\u540e\u57fa\u4e8e\u6a21\u578b\u8f93\u51fa\u6765\u5206\u6790\u5b83\u5efa\u6a21\u4e86\u54ea\u4e9b\u4e0e\u6216\u4ea4\u4e92\uff0c\u65e0\u6cd5\u63d0\u524d\u9884\u77e5\uff0c\u4e5f\u5f53\u7136\u65e0\u6cd5\u7528\u7b80\u5355\u7684\u56fe\u6a21\u578b\u66ff\u4ee3\u795e\u7ecf\u7f51\u7edc\u3002<\/section>\n<section><\/section>\n<section><strong>\u5e7b\u89c9\u3001\u6b3a\u9a97\u4e0e\u521b\u610f\uff1a<\/strong><\/section>\n<section><strong>\u672c\u8d28\u90fd\u662f\u5185\u5728\u77ed\u94fe\u6df7\u4e71\u4ea4\u4e92\u7684\u96c6\u6210<\/strong><\/section>\n<section><\/section>\n<section><strong>\u673a\u5668\u4e4b\u5fc3\uff1a<\/strong>Anthropic \u7684\u5b89\u5168\u6027\u62a5\u544a\u663e\u793a\u5927\u6a21\u578b\u4f1a\u51fa\u73b0\u6709\u610f\u8bc6\u7684\u6b3a\u9a97\u884c\u4e3a\uff0c\u4ece\u53ef\u89e3\u91ca\u6027\u7684\u89d2\u5ea6\uff0c\u8fd9\u4ee3\u8868\u4e86\u4ec0\u4e48\u95ee\u9898\uff1f<\/section>\n<section><\/section>\n<section><strong>\u5f20\u62f3\u77f3\uff1a<\/strong>\u76ee\u524d\u5173\u4e8e\u5927\u6a21\u578b\u7684\u89c2\u70b9\u5448\u73b0\u4e24\u6781\u5206\u5316\uff1a\u4e00\u65b9\u9762\uff0c\u4eba\u4eec\u60ca\u53f9\u4e8e\u5b83\u89e3\u51b3\u590d\u6742\u6570\u5b66\u7ade\u8d5b\u9898\u7684\u80fd\u529b\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u53c8\u8d28\u7591\u5b83\u5728\u4e00\u4e9b\u7b80\u5355\u95ee\u9898\u4e0a\u7684\u8868\u73b0\uff08\u6bd4\u5982\u4e09\u4f4d\u6570\u4e58\u6cd5\uff09\u3002\u4ece\u4e0e\u6216\u4ea4\u4e92\u7684\u89e3\u91ca\u6846\u67b6\u770b\uff0c\u8fd9\u4e24\u8005\u5176\u5b9e\u662f\u5e76\u884c\u4e0d\u6096\u7684\u3002<\/section>\n<section><\/section>\n<section>\u867d\u7136\u4ece\u4eba\u7c7b\u89c6\u89d2\u770b\uff0c\u5927\u6a21\u578b\u4f3c\u4e4e\u5c55\u73b0\u51fa\u590d\u6742\u7684\u63a8\u7406\u80fd\u529b\uff0c\u4f46\u89e3\u91ca\u53d1\u73b0\uff0c\u5176\u4e2d\u7ea6 70%-80% \u7684\u5efa\u6a21\u4ea4\u4e92\u5b9e\u9645\u662f\u57fa\u4e8e\u7b80\u5355\u5173\u8054\u7684\u300c\u76f2\u731c\u300d\u3002\u4f8b\u5982\u5728 Llama 1 \u4e2d\uff0c\u8f93\u5165 \u201c\u7231\u56e0\u65af\u5766\u63d0\u51fa\u5e7f\u4e49\u76f8\u5bf9\u8bba\uff0c\u8ba4\u4e3a\u91cd\u529b\u662f\u4ec0\u4e48\u7684\u626d\u66f2\uff1f&#8221; \u8fd9\u4e2a\u95ee\u9898\u65f6\uff0c\u6a21\u578b\u80fd\u6b63\u786e\u8f93\u51fa &#8220;spacetime&#8221;\uff08\u65f6\u7a7a\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-1ab4e7473d204b87a9c1961d40e195a3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-1ab4e7473d204b87a9c1961d40e195a3.png\"><\/a><\/section>\n<section>\u8868\u9762\u4e0a\u770b\uff0c\u6a21\u578b\u4f3c\u4e4e\u7406\u89e3\u4e86\u6df1\u523b\u7684\u7269\u7406\u6982\u5ff5\uff0c\u4f46\u5b9e\u9645\u5206\u6790\u53d1\u73b0\uff0c\u5b83\u4e3b\u8981\u4f9d\u8d56 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9413d077606f748ca8440d128f6b537d.png\"><\/a><\/section>\n<section>\u57fa\u4e8e\u7b49\u6548\u4ea4\u4e92\u6982\u5ff5\u89e3\u91ca\uff0c\u8bc4\u6d4b\u884c\u4eba\u68c0\u6d4b\u7684\u53ef\u9760\u6027\uff1a\u5206\u7c7b\u7ed3\u679c\u7684\u6781\u9ad8\u6b63\u786e\u7387\u4e0d\u4ee3\u8868\u795e\u7ecf\u7f51\u7edc\u51b3\u7b56\u903b\u8f91\u5b8c\u5168\u6b63\u786e\u3002\u4ece\u4e0a\u56fe\u53ef\u89c1\uff0c\u795e\u7ecf\u7f51\u7edc\u63a8\u7406\u4f9d\u8d56\u7684\u662f\u9c81\u68d2\u6027\u4f4e\u7684\u9ad8\u9636\u4ea4\u4e92\uff0c\u800c\u4e14\u4ea4\u4e92\u4e2d\u6709\u5f88\u591a\u6b63\u8d1f\u62b5\u6d88\uff0c\u4f53\u73b0\u4e86\u8fc7\u62df\u5408\uff0c\u5e76\u4e14\u5efa\u6a21\u7684\u4ea4\u4e92\u8fd8\u8986\u76d6\u4e86\u9519\u8bef\u7684\u56fe\u50cf\u533a\u57df\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0c\u8bc4\u4f30\u5927\u6a21\u578b\u4e0d\u5e94\u4ec5\u5173\u6ce8\u7aef\u5230\u7aef\u7684\u6b63\u786e\u7387\uff0c\u66f4\u8981\u4ece\u673a\u7406\u5c42\u9762\u5ba1\u89c6\u6f5c\u5728\u98ce\u9669\u3002<strong>\u8fd9\u4e9b\u98ce\u9669\u4e0d\u4ec5\u4f53\u73b0\u5728\u9519\u8bef\u51b3\u7b56\u4e2d\uff0c\u66f4\u6f5c\u85cf\u5728\u6b63\u786e\u51b3\u7b56\u7684\u8fc7\u7a0b\u4e2d\u3002<\/strong><\/section>\n<section><\/section>\n<section><strong>\u5bf9 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R1\u7684\u521b\u65b0\u70b9\u4e4b\u4e00\u662f\u76f4\u63a5\u8bc4\u4f30\u63a8\u5bfc\u7ed3\u679c\u800c\u975e\u7528\u4ef7\u503c\u51fd\u6570\u5bf9\u63a8\u5bfc\u8fc7\u7a0b\u8fdb\u884c\u8bc4\u4f30\uff0c\u8fd9\u4e5f\u7ed9\u4e86\u5927\u6a21\u578b\u81ea\u6211\u7ea0\u9519\u7684\u53ef\u80fd\uff0c\u5305\u62ec DeepSeek R1-Zero \u7684 Aha Moment\uff0c\u6a21\u578b CoT \u7684\u81ea\u52a8\u6d8c\u73b0\u3002\u4e0d\u5c11\u4e13\u4e1a\u4eba\u58eb\u8ba4\u4e3a\uff0c\u5bf9\u4e8e\u6108\u52a0\u590d\u6742\u4e14\u5f00\u653e\u6027\u7684\u63a8\u7406\u95ee\u9898\uff0c\u57fa\u4e8e\u89c4\u5219\u903b\u8f91\u7684\u8bc4\u4f30\u96be\u4ee5\u80dc\u4efb\uff0c\u9700\u8981\u7528\u7ed3\u679c\u5bfc\u5411\u66ff\u4ee3\u8fc7\u7a0b\u5bfc\u5411\u7684\u8bc4\u4f30\u673a\u5236\u3002\u8fd9\u79cd\u89c2\u70b9\u60a8\u600e\u4e48\u770b\uff1f<\/section>\n<section><\/section>\n<section><strong>\u5f20\u62f3\u77f3\uff1a<\/strong>\u57fa\u4e8e\u7ed3\u679c\u5bfc\u5411\u7684\u8bc4\u4f30\u5b58\u5728\u4e24\u4e2a\u4e3b\u8981\u95ee\u9898\u3002\u9996\u5148\uff0c\u5b83\u65e0\u6cd5\u4fdd\u8bc1\u5185\u90e8\u673a\u7406\u7684\u6b63\u786e\u6027\uff0c\u4ec5\u80fd\u786e\u4fdd\u6700\u7ec8\u7b54\u6848\u6b63\u786e\u3002\u5176\u6b21\uff0c\u5f53\u524d\u8fd9\u79cd\u7aef\u5bf9\u7aef\u7684\u8bad\u7ec3\u548c\u7aef\u5bf9\u7aef\u7684\u8bc4\u6d4b\u6548\u7387\u6781\u4f4e\uff0c\u5728\u5927\u6a21\u578b\u9636\u6bb5\u5df2\u7ecf\u5230\u4e86\u9700\u8981\u7528\u5168\u7f51\u6570\u636e\u8bad\u7ec3\uff0c\u82b1\u8d39\u6570\u5343\u4e07\u751a\u81f3\u4e0a\u4ebf\u7f8e\u91d1\u8bad\u7ec3\u4e00\u4e2a\u57fa\u5ea7\u6a21\u578b\u7684\u5730\u6b65\u3002<\/section>\n<section><\/section>\n<section>\u76ee\u524d\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u5b58\u5728\u4e00\u4e2a\u95ee\u9898\uff1a\u603b\u662f\u76f4\u63a5\u5c06\u6280\u672f\u4e0e\u6027\u80fd\u5bf9\u63a5\uff0c\u8ba4\u4e3a\u6709\u4e86\u67d0\u9879\u6280\u672f\u5c31\u80fd\u63d0\u5347\u6027\u80fd\uff0c\u6ca1\u6709\u5c31\u4f1a\u5bfc\u81f4\u6027\u80fd\u4e0b\u964d\u3002\u8fd9\u4e2a\u8ba4\u77e5\u662f\u4e0d\u5b8c\u6574\u7684\u3002<strong>\u4e25\u683c\u6765\u8bf4\uff0c\u5e94\u8be5\u662f\u6280\u672f\u4e0e\u77e5\u8bc6\u8868\u5f81\u5efa\u7acb\u5173\u7cfb\uff0c\u77e5\u8bc6\u8868\u5f81\u518d\u4e0e\u6027\u80fd\u5efa\u7acb\u5173\u7cfb\uff0c\u8fd9\u662f\u4e00\u4e2a\u4e09\u8005\u5173\u7cfb\u3002<\/strong>\u4f46\u7531\u4e8e\u77e5\u8bc6\u8868\u5f81\u96be\u4ee5\u91cf\u5316\uff0c\u6211\u4eec\u96be\u4ee5\u786e\u5b9a\u6570\u636e\u6e05\u6d17\u6216\u601d\u7ef4\u94fe\u5bf9\u8868\u5f81\u7684\u5177\u4f53\u5f71\u54cd\u3002\u73b0\u5728\u66f4\u53ef\u9760\u7684\u505a\u6cd5\u662f\uff1a\u7b2c\u4e00\uff0c\u660e\u786e\u6280\u672f\u4e0e\u4ea4\u4e92\u8868\u5f81\u7684\u5173\u7cfb\uff0c\u5373\u54ea\u4e9b\u6280\u672f\u80fd\u63d0\u5347\u4ea4\u4e92\u7684\u6570\u91cf\u548c\u8d28\u91cf\uff1b\u7b2c\u4e8c\uff0c\u7814\u7a76\u8868\u5f81\u4e0e\u6027\u80fd\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u4f8b\u5982\u4ea4\u4e92\u6570\u91cf\u7684\u63d0\u5347\u662f\u5426\u5e26\u6765\u6027\u80fd\u63d0\u5347\uff0c\u4ea4\u4e92\u590d\u6742\u5ea6\u7684\u63d0\u9ad8\u662f\u5426\u5f71\u54cd\u9c81\u68d2\u6027\u7b49\u3002<\/section>\n<section><\/section>\n<section><strong>\u673a\u5668\u4e4b\u5fc3\uff1a<\/strong>\u5728\u8fdb\u884c\u591a\u6a21\u6001\u6570\u636e\u5bf9\u9f50\u548c\u878d\u5408\u65f6\uff0c\u6709\u65f6\u4e0d\u540c\u6570\u636e\u4e4b\u95f4\u4f1a\u76f8\u4e92\u77db\u76fe\uff0c\u63d0\u5347\u4e00\u79cd\u6570\u636e\u7684\u6027\u80fd\u53ef\u80fd\u5bfc\u81f4\u53e6\u4e00\u79cd\u6570\u636e\u6027\u80fd\u4e0b\u964d\u3002\u901a\u8fc7\u5185\u5728\u673a\u5236\u7684\u7406\u89e3\u662f\u5426\u6709\u52a9\u4e8e\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff1f<\/section>\n<section><\/section>\n<section><strong>\u5f20\u62f3\u77f3\uff1a<\/strong>\u8fd9\u4e2a\u95ee\u9898\u6070\u6070\u53cd\u6620\u4e86\u5f53\u524d\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u7684\u56f0\u5883\uff0c\u4e5f\u5373\u7f3a\u4e4f\u51c6\u786e\u7684\u89c6\u89d2\u53bb\u7406\u89e3\u95ee\u9898\u7684\u672c\u8d28\u3002\u6211\u5efa\u8bae\u4ece\u4ea4\u4e92\u7684\u89d2\u5ea6\u6765\u770b\uff1a\u5f53\u591a\u4e2a\u6a21\u6001\u7684\u6570\u636e\u7ed3\u5408\u540e\uff0c\u8868\u5f81\u6570\u91cf\u662f\u589e\u52a0\u8fd8\u662f\u51cf\u5c11\uff1f\u8fd9\u4e9b\u8868\u5f81\u662f\u5173\u6ce8\u5230\u6b63\u786e\u7684\u4ea4\u4e92\u8fd8\u662f\u9519\u8bef\u7684\u4ea4\u4e92\uff1f\u6bd4\u5982\u6cd5\u5f8b\u5927\u6a21\u578b\u7684\u5f20\u51a0\u674e\u6234\u95ee\u9898\uff0c\u5728\u8868\u5f81\u4e0a\u662f\u53ef\u4ee5\u660e\u786e\u533a\u5206\u7684\u3002<strong>\u53ef\u4ee5\u901a\u8fc7\u8868\u5f81\u7684\u6570\u91cf\u53d8\u5316\u3001\u8d28\u91cf\u53d8\u5316\u548c\u590d\u6742\u5ea6\u53d8\u5316\u6765\u5224\u65ad\u6027\u80fd\u4e0b\u964d\u7684\u539f\u56e0\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u5730\u8bf4\u67d0\u4e9b\u6570\u636e\u65e0\u6cd5\u540c\u65f6\u8bad\u7ec3\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u5b9e\u9645\u4e0a\uff0c\u8fd9\u4e2a\u95ee\u9898\u53ef\u80fd\u4e0e\u6570\u636e\u65e0\u5173\u3002\u540c\u6837\u7ed3\u6784\u7684\u795e\u7ecf\u7f51\u7edc\uff0c\u5728\u4e0d\u540c\u7684\u521d\u59cb\u5316\u72b6\u6001\u4e0b\uff0c\u53ef\u80fd\u4f1a\u5728\u76f8\u540c\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u4e0d\u540c\u7684\u6027\u80fd\u3002\u8fd9\u6d89\u53ca\u5230\u795e\u7ecf\u7f51\u7edc\u5e95\u5c42\u53c2\u6570\u5bf9\u7279\u5b9a\u7c7b\u578b\u4efb\u52a1\u6216\u6837\u672c\u7684\u5929\u7136\u5efa\u6a21\u80fd\u529b\uff0c\u7c7b\u4f3c\u4e8e<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650840745&amp;idx=4&amp;sn=045ffa67163beb0465b9d09245a9335b&amp;scene=21#wechat_redirect\" target=\"_blank\">\u300c\u5f69\u7968\u7406\u8bba\u300d<\/a>\u6240\u63cf\u8ff0\u7684\u60c5\u51b5\u3002\u8fd9\u662f\u795e\u7ecf\u7f51\u7edc\u5185\u5728\u96be\u4ee5\u514b\u670d\u7684\u7279\u6027\u3002\u540c\u6837\u7684\u6570\u636e\uff0c\u5728\u7f51\u7edc\u8bad\u7ec3\u7684\u4e0d\u540c\u9636\u6bb5\uff0c\u8868\u73b0\u4e5f\u5b8c\u5168\u4e0d\u540c\uff0c\u4e0d\u80fd\u4e00\u6982\u800c\u8bba\u3002<\/section>\n<section><\/section>\n<section>\u89e3\u91ca\u6027\u7814\u7a76\u7684\u4e00\u4e2a\u91cd\u8981\u90e8\u5206\u662f\u89e3\u91ca\u9884\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u77e5\u8bc6\u8868\u5f81\uff0c\u8fdb\u800c\u89e3\u91ca\u5176\u6027\u80fd\uff0c\u5305\u62ec\u6cdb\u5316\u6027\u3001\u9c81\u68d2\u6027\u7b49\u3002\u8fd9\u6bd4\u5355\u7eaf\u53bb\u89e3\u91ca\u77e5\u8bc6\u8868\u5f81\u66f4\u91cd\u8981\uff0c\u56e0\u4e3a\u6211\u4eec\u901a\u5e38\u66f4\u5173\u5fc3\u7684\u662f\u5982\u4f55\u63d0\u5347\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section>\u5173\u4e8e\u6cdb\u5316\u6027\uff0c\u6211\u4eec\u53d1\u73b0\u4ea4\u4e92\u7684\u9636\u6570\u8d8a\u9ad8\uff0c\u6cdb\u5316\u6027\u8d8a\u5dee\u3002\u4e8c\u9636\u4ea4\u4e92\u6307\u4e24\u4e2a\u5355\u8bcd\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u4e94\u9636\u5219\u6307 5 \u4e2a\u5355\u8bcd\u7684\u5173\u7cfb\u3002\u6bd4\u5982\u50cf\u300c\u767d\u65e5\u4f9d\u5c71\u5c3d\uff0c\u9ec4\u6cb3\u5165\u6d77\u6d41\u300d\u8fd9\u6837\u9700\u8981\u591a\u4e2a\u5b57\u8bcd\u7cbe\u786e\u5339\u914d\u7684\u9ad8\u9636\u4ea4\u4e92\uff0c\u5176\u6cdb\u5316\u6027\u5c31\u5f88\u5dee\u3002\u5f53\u6211\u4eec\u5c06\u8868\u5f81\u6620\u5c04\u5230 100-150 \u4e2a\u4ea4\u4e92\u65f6\uff0c\u8fd9\u4e2a\u95ee\u9898\u5c31\u53d8\u6210\u53ef\u8ba1\u6570\u7684\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u4e2a\u4ea4\u4e92\uff08\u5982\u4eba\u8138\u8bc6\u522b\u4e2d\u773c\u775b\u548c\u9f3b\u5b50\u7684\u5173\u7cfb\uff09\u5728\u8bad\u7ec3\u6837\u672c\u4e2d\u51fa\u73b0\u9891\u7387\u4e3a 50%\uff0c\u5728\u6d4b\u8bd5\u6837\u672c\u4e2d\u4e5f\u6709\u63a5\u8fd1\u7684\u51fa\u73b0\u9891\u7387\uff08\u5982 49%\uff09\uff0c\u90a3\u4e48\u8fd9\u4e2a\u4ea4\u4e92\u7684\u6cdb\u5316\u6027\u5c31\u5f88\u9ad8\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u6837\u4e00\u6765\uff0c\u6cdb\u5316\u6027\u8bc4\u6d4b\u5c31\u53d8\u6210\u7c7b\u4f3c\u4e8e\u5bf9\u8003\u8bd5\u77e5\u8bc6\u70b9\u638c\u63e1\u60c5\u51b5\u7684\u8bc4\u6d4b\uff0c\u6709\u591a\u5c11\u4e2a\u4ea4\u4e92\u6cdb\u5316\u4e86\uff0c\u5c31\u638c\u63e1\u4e86\u591a\u5c11\u4e2a\u77e5\u8bc6\u70b9\uff0c\u4e0d\u4ec5\u5982\u6b64\uff0c\u8fd8\u80fd\u6e05\u6670\u770b\u5230\u4ec0\u4e48\u65f6\u5019\u6cdb\u5316\u6027\u597d\uff0c\u54ea\u4e9b\u4ea4\u4e92\u6cdb\u5316\u6027\u597d\u3002<strong>\u795e\u7ecf\u7f51\u7edc\u6574\u4f53\u7684\u6cdb\u5316\u6027\u7684\u5185\u5728\u673a\u7406\u5e76\u4e0d\u5728\u4e8e\u6d4b\u8bd5\u6837\u672c\u7684\u6b63\u786e\u7387\uff0c\u800c\u662f\u53ef\u4ee5\u901a\u8fc7\u5404\u4e2a\u4ea4\u4e92\u7684\u6cdb\u5316\u6027\u6765\u89e3\u91ca\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f4ca05cda9eec0e953f89437ce7b052a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f4ca05cda9eec0e953f89437ce7b052a.png\"><\/a><\/section>\n<section>\u5173\u4e8e\u5bf9\u6297\u9c81\u68d2\u6027\uff0c\u65e2\u7136\u795e\u7ecf\u7f51\u7edc\u7684\u5206\u7c7b\u7f6e\u4fe1\u5ea6\u53ef\u4ee5\u8868\u793a\u4e3a\u7ea6 120 \u4e2a\u4ea4\u4e92\u7684\u548c\uff0c\u90a3\u4e48\u6bcf\u4e2a\u4ea4\u4e92\u7684\u5bf9\u6297\u654f\u611f\u5ea6\u5c31\u53ef\u4ee5\u89e3\u91ca\u6574\u4f53\u7684\u5bf9\u6297\u654f\u611f\u5ea6\u3002\u6211\u4eec\u53d1\u73b0\uff0c\u4f4e\u9636\u4ea4\u4e92\uff08\u4e00\u4e24\u4e2a token 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href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-25fca137f13eb067effa1d542f2fcf55.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-25fca137f13eb067effa1d542f2fcf55.png\"><\/a><\/section>\n<section>\u8bc1\u660e\u5e76\u6210\u529f\u9884\u6d4b\u4e86\u795e\u7ecf\u7f51\u7edc\uff08\u62df\u5408\u9636\u6bb5\u4e0e\u8fc7\u62df\u5408\u9636\u6bb5\uff09\u4e24\u9636\u6bb5\u73b0\u8c61\uff1a\u795e\u7ecf\u7f51\u7edc\u5728\u7b2c\u4e00\u9636\u6bb5\u6d88\u9664\u9ad8\u9636\u4ea4\u4e92\uff0c\u6700\u7ec8\u53ea\u5b66\u4e60\u6700\u4f4e\u9636\u7684\u4ea4\u4e92\uff1b\u7b2c\u4e8c\u9636\u6bb5\u5b66\u4e60\u9636\u6570\u9010\u6e10\u589e\u5927\u7684\u4ea4\u4e92\u3002<\/section>\n<section><\/section>\n<section><strong>\u6211\u4eec\u53ef\u4ee5\u4ece\u7406\u8bba\u4e0a\u8bc1\u660e\uff0c\u4efb\u4f55\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u90fd\u53ef\u4ee5\u5206\u4e3a\u4e24\u4e2a\u9636\u6bb5\u3002<\/strong>\u7b2c\u4e00\u9636\u6bb5\u59cb\u4e8e\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u968f\u673a\u521d\u59cb\u5316\u65f6\u671f\uff0c\u6b64\u65f6\u7f51\u7edc\u8fd8\u4e0d\u5b58\u5728\u6709\u610f\u4e49\u7684\u8868\u5f81\uff0c\u6240\u6709\u8868\u5f81\u90fd\u5982\u540c\u4e00\u56e2\u4e71\u9ebb\uff0c\u5145\u6ee1\u566a\u58f0\u3002\u8fd9\u65f6\u6a21\u578b\u4f1a\u5efa\u7acb\u5927\u91cf\u590d\u6742\u7684\u4ea4\u4e92\u5173\u7cfb\uff0c\u4f46\u8fd9\u4e9b\u4ea4\u4e92\u5927\u591a\u662f\u65e0\u5e8f\u7684\u3002\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u590d\u6742\u4ea4\u4e92\u5448\u7eba\u9524\u5f62\u5206\u5e03\uff1a\u4e2d\u7b49\u590d\u6742\u5ea6\u7684\u4ea4\u4e92\u6570\u91cf\u6700\u591a\uff0c\u800c\u6781\u9ad8\u590d\u6742\u5ea6\u548c\u6781\u4f4e\u590d\u6742\u5ea6\u7684\u4ea4\u4e92\u76f8\u5bf9\u8f83\u5c11\u3002\u795e\u7ecf\u7f51\u7edc\u7684\u5b66\u4e60\u8fc7\u7a0b\u53ef\u4ee5\u5206\u4e3a\u4e24\u4e2a\u9636\u6bb5\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u7b2c\u4e00\u9636\u6bb5\u662f\u4ea4\u4e92\u53bb\u566a\u9636\u6bb5\u3002\u7cfb\u7edf\u4f1a\u9010\u6b65\u5220\u9664\u90a3\u4e9b\u4e0d\u5177\u5907\u6cdb\u5316\u6027\u7684\u566a\u58f0\u4ea4\u4e92\uff0c\u4e13\u6ce8\u4e8e\u5b66\u4e60\u6700\u53ef\u9760\u3001\u6700\u7b80\u5355\u7684\u4ea4\u4e92\u3002\u5728\u8fd9\u4e2a\u9636\u6bb5\uff0c\u8bad\u7ec3\u635f\u5931\u548c\u6d4b\u8bd5\u635f\u5931\u7684\u503c\u57fa\u672c\u4fdd\u6301\u4e00\u81f4\u3002<\/section>\n<\/li>\n<li>\n<section>\u7b2c\u4e8c\u9636\u6bb5\u662f\u590d\u6742\u5ea6\u63d0\u5347\u9636\u6bb5\u3002\u7531\u4e8e\u8bad\u7ec3\u6570\u636e\u7684\u590d\u6742\u6027\uff0c\u4ec5\u4f9d\u9760\u7b80\u5355\u4ea4\u4e92\u65e0\u6cd5\u5b8c\u6210\u5206\u7c7b\u4efb\u52a1\uff0c\u7cfb\u7edf\u5f00\u59cb\u9010\u6e10\u63d0\u5347\u4ea4\u4e92\u590d\u6742\u5ea6\uff0c\u4ece\u4e24\u4e2a\u5355\u8bcd\u5230 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\u6ca1\u6709\u7684\uff0c\u53cd\u4e4b\u4ea6\u7136\u3002\u867d\u7136\u5927\u90e8\u5206\u77e5\u8bc6\u662f\u5171\u901a\u7684\uff0c\u4f46\u8fd9\u4e9b\u72ec\u7279\u7684\u4ea4\u4e92\u6a21\u5f0f\u6070\u6070\u4f53\u73b0\u51fa\u6a21\u578b\u95f4\u7684\u5dee\u5f02\u3002<strong>\u8fd9\u79cd\u8bc4\u6d4b\u65b9\u6cd5\u5c31\u50cf CT \u626b\u63cf\uff0c\u867d\u7136\u4e0d\u76f4\u63a5\u6cbb\u7597\u75be\u75c5\uff0c\u4f46\u80fd\u51c6\u786e\u5b9a\u4f4d\u95ee\u9898\u6240\u5728\uff0c\u8fd9\u662f\u6700\u5173\u952e\u7684\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-cc1ced5e5f4dc3b6350c2bf285bdd3d5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-cc1ced5e5f4dc3b6350c2bf285bdd3d5.png\"><\/a><\/section>\n<p>[\u4e0a\u56fe] \u76f8\u6bd4\u4e8e LLaMA-7B\uff0c\u539f\u59cb\u7684 Aquila-7B \u5efa\u6a21\u66f4\u591a\u9ad8\u9636\u4ea4\u4e92\uff0c\u8868\u5f81\u8d28\u91cf\u66f4\u5dee\uff1a\u4e24\u6a21\u578b\u5efa\u6a21\u4e86\u76f8\u4f3c\u7684\u4f4e\u9636\u4ea4\u4e92\uff0cAquila-7B \u5efa\u6a21\u4e86\u5927\u91cf\u9ad8\u9636\u4ea4\u4e92\uff0cLLaMA-7B \u6ca1\u6709\u5efa\u6a21\u76f8\u4f3c\u7684\u9ad8\u9636\u4ea4\u4e92\u3002[\u4e0b\u56fe] \u65b0\u8bad\u7ec3\u7684 Aquila2-34B \u5efa\u6a21\u4e86\u66f4\u591a\u7684\u4f4e\u9636\u4ea4\u4e92\uff0c\u8868\u5f81\u8d28\u91cf\u66f4\u597d\uff1a\u4e24\u6a21\u578b\u5efa\u6a21\u4e86\u76f8\u4f3c\u7684\u4f4e\u9636\u4ea4\u4e92\uff0cLLaMA-7B \u5efa\u6a21\u7684\u5927\u91cf\u9ad8\u9636\u4ea4\u4e92\u6ca1\u6709\u88ab Aquila2-34B \u5efa\u6a21\u3002<\/p>\n<section>\u6211\u4eec\u4e0d\u80fd\u7ee7\u7eed\u91c7\u7528\u300c\u5f00\u76f2\u76d2\u300d\u7684\u65b9\u5f0f\uff0c\u53ea\u662f\u4e00\u5473\u6295\u5165\u66f4\u591a\u8d44\u91d1\u3001\u4f7f\u7528\u66f4\u591a\u663e\u5361\u6765\u8bad\u7ec3\u3002\u6b63\u6240\u8c13\u77e5\u5df1\u77e5\u5f7c\uff0c\u767e\u6218\u4e0d\u6b86\u3002\u901a\u8fc7\u8fd9\u5957\u7cfb\u7edf\uff0c\u53ef\u4ee5\u6e05\u6670\u5730\u770b\u5230\u6a21\u578b\u5728\u540c\u4e00\u6570\u636e\u96c6\u4e0a\uff0c\u8bad\u7ec3\u4e00\u5929\u524d\u540e\u6216\u51e0\u5c0f\u65f6\u524d\u540e\u7684\u53d8\u5316\uff1a\u662f\u9ad8\u9636\u590d\u6742\u4ea4\u4e92\u5728\u589e\u957f\uff0c\u8fd8\u662f\u7b2c\u4e00\u9636\u4ea4\u4e92\u5728\u589e\u957f\uff1f\u6a21\u578b\u662f\u5904\u4e8e\u7b2c\u4e00\u9636\u6bb5\u7684\u53bb\u566a\u9636\u6bb5\uff0c\u8fd8\u662f\u7b2c\u4e8c\u9636\u6bb5\u7684\u8fc7\u62df\u5408\u9636\u6bb5\uff1f<strong>\u8fd9\u4e9b\u4fe1\u606f\u80fd\u591f\u76f4\u63a5\u53cd\u6620\u6a21\u578b\u8bad\u7ec3\u8d28\u91cf\u548c\u8bad\u7ec3\u6548\u7387\uff0c\u5b9e\u73b0\u5bf9\u5927\u6a21\u578b\u6cdb\u5316\u6027\u53d8\u5316\u8d8b\u52bf\u7684\u5b9e\u65f6\u76d1\u63a7\u548c\u8bad\u7ec3\u6307\u5bfc\u3002<\/strong><\/section>\n<section><\/section>\n<section><strong>\u673a\u5668\u4e4b\u5fc3\uff1a<\/strong>\u60a8\u5f00\u53d1\u7684\u8fd9\u5957\u8f6f\u4ef6\u7cfb\u7edf\u5df2\u7ecf\u80fd\u591f\u51c6\u786e\u89c2\u5bdf\u5230\u8fd9\u4e9b\u73b0\u8c61\u4e86\u5417\uff1f<\/section>\n<section><\/section>\n<section><strong>\u5f20\u62f3\u77f3\uff1a<\/strong>\u662f\u7684\u3002\u867d\u7136\u6211\u4eec\u8fd8\u6ca1\u6709\u5728\u5927\u89c4\u6a21\u7684\u6a21\u578b\u4e0a\u8fdb\u884c\u6d4b\u8bd5\uff0c\u4f46\u5728\u5404\u79cd\u4e2d\u5c0f\u578b\u6a21\u578b\u7684\u6d4b\u8bd5\u4e2d\u90fd\u6e05\u6670\u5730\u89c2\u5bdf\u5230\u8fd9\u79cd\u73b0\u8c61\u3002\u800c\u4e14\uff0c\u8fd9\u80cc\u540e\u6709\u4e25\u683c\u7684\u7406\u8bba\u652f\u6491\uff0c\u5927\u91cf\u8bc1\u636e\u90fd\u8bc1\u660e\u4e86\u8fd9\u79cd\u4e24\u9636\u6bb5\u73b0\u8c61\u7684\u5b58\u5728\u3002<\/section>\n<section><\/section>\n<section>\u6709\u4eba\u53ef\u80fd\u4f1a\u62c5\u5fc3\uff0c\u83b7\u53d6\u4e0d\u540c\u906e\u6321\u72b6\u6001\u4e0b\u7684\u6240\u6709\u8f93\u51fa\u4f1a\u5e26\u6765\u76f4\u63a5\u84b8\u998f\u7684\u98ce\u9669\u3002\u5b9e\u9645\u4e0a\u6211\u4eec\u5e76\u4e0d\u9700\u8981\u5927\u91cf\u6837\u672c\u6765\u8fdb\u884c\u8bc4\u6d4b\u3002\u5f53\u9519\u8bef\u7387\u5728 30% \u5de6\u53f3\u65f6\uff0c30.5% \u8fd8\u662f 30.3% \u7684\u5dee\u5f02\u5e76\u4e0d\u663e\u8457\uff0c\u53ef\u80fd\u53ea\u9700\u8981\u51e0\u767e\u4e2a\u6837\u672c\u5c31\u8db3\u591f\u8bc4\u6d4b\u3002\u7406\u8bba\u4e0a\u8bb2\uff0c\u4ec5\u51ed\u8fd9\u51e0\u767e\u4e2a\u6837\u672c\u662f\u65e0\u6cd5\u5b8c\u6210\u77e5\u8bc6\u84b8\u998f\u7684\uff0c\u56e0\u6b64\u53ef\u4ee5\u4fdd\u8bc1\u5b89\u5168\u6027\u3002<\/section>\n<section><\/section>\n<section>\u66f4\u91cd\u8981\u7684\u662f\uff0c\u6211\u4eec\u7684\u8f6f\u4ef6\u7cfb\u7edf\u5df2\u7ecf\u76f8\u5f53\u6210\u719f\u3002\u5982\u679c\u5ba2\u6237\u7684\u4efb\u52a1\u6216\u5927\u6a21\u578b\u6d89\u53ca\u5546\u4e1a\u673a\u5bc6\uff0c\u53ef\u4ee5\u76f4\u63a5\u5c06\u8f6f\u4ef6\u90e8\u7f72\u5230\u5ba2\u6237\u7684\u672c\u5730\u8bbe\u5907\u4e0a\u8fd0\u884c\uff0c\u786e\u4fdd\u6570\u636e\u5b89\u5168\u3002<\/section>\n<section><\/section>\n<section><strong>\u7ed9\u5927\u6a21\u578b\u8bc4\u6d4b\u4e00\u4e2a\u786c\u6838\u6307\u6807<\/strong><\/section>\n<section><\/section>\n<section><strong>\u673a\u5668\u4e4b\u5fc3\uff1a<\/strong>\u5bf9\u5546\u4e1a\u516c\u53f8\uff0c\u7279\u522b\u662f\u9886\u5148\u7684\u5927\u6a21\u578b\u516c\u53f8\u6765\u8bf4\uff0c\u53ef\u89e3\u91ca\u6027\u4f3c\u4e4e\u4e0e\u6027\u80fd\u5e76\u65e0\u76f4\u63a5\u5173\u8054\u3002\u6bd4\u5982\u7528\u60a8\u521a\u624d\u63d0\u5230\u7684\u6cd5\u5f8b\u5927\u6a21\u578b\u4f8b\u5b50\uff0c\u5982\u679c\u8f93\u51fa\u7ed3\u679c\u90fd\u662f\u6b63\u786e\u7684\uff0c\u4f46\u7528\u60a8\u7684\u8f6f\u4ef6\u68c0\u6d4b\u53d1\u73b0\u5185\u90e8\u903b\u8f91\u5b58\u5728\u95ee\u9898\uff0c\u516c\u53f8\u53ef\u80fd\u5c31\u6ca1\u6709\u52a8\u529b\u516c\u5e03\u8fd9\u79cd\u68c0\u6d4b\u7ed3\u679c\u3002\u53e6\u5916\uff0c\u5728\u4e00\u4e9b\u4e0d\u9700\u8981\u4e25\u8c28\u6027\u7684\u5e94\u7528\u573a\u666f\u4e0b\uff0c\u6bd4\u5982\u5c0f\u8bf4\u521b\u4f5c\uff0c\u6211\u4eec\u53ef\u80fd\u66f4\u9700\u8981\u5929\u9a6c\u884c\u7a7a\u7684\u60f3\u8c61\u529b\u3002\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u60a8\u5982\u4f55\u770b\u5f85\u53ef\u89e3\u91ca\u6027\u7684\u4ef7\u503c\uff1f<\/section>\n<section><\/section>\n<section><strong>\u5f20\u62f3\u77f3\uff1a<\/strong>\u4ece\u5546\u4e1a\u53d1\u5c55\u7684\u5927\u65b9\u5411\u6765\u770b\uff0c\u5f53\u524d\u5927\u6a21\u578b\u9886\u57df\u662f\u5b58\u5728\u4e25\u91cd\u95ee\u9898\u7684\u3002\u867d\u7136\u5927\u6a21\u578b\u88ab\u89c6\u4e3a\u9ad8\u79d1\u6280\u4ea7\u4e1a\uff0c\u4f46\u5374\u7f3a\u4e4f\u4e00\u4e2a\u6743\u5a01\u7684\u786c\u6838\u6307\u6807\u6765\u4e25\u683c\u8bc4\u4ef7\u6574\u4e2a\u9886\u57df\u7684\u6240\u6709\u5927\u6a21\u578b\u3002\u73b0\u6709\u7684\u8bc4\u4ef7\u65b9\u5f0f\u4e3b\u8981\u4f9d\u8d56\u4e8e\u6b63\u786e\u6027\u6d4b\u8bd5\uff08benchmark\uff09\u3001\u4ef7\u503c\u5bf9\u9f50\u8bc4\u4f30\uff0c\u4ee5\u53ca\u7528\u6237\u7684\u4e3b\u89c2\u4f7f\u7528\u4f53\u9a8c\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u79cd\u8bc4\u4ef7\u4f53\u7cfb\u5b58\u5728\u660e\u663e\u7f3a\u9677\uff0c\u6bd4\u5982\u699c\u5355\u8bc4\u6d4b\u53ef\u4ee5\u901a\u8fc7\u9488\u5bf9\u6027\u8bad\u7ec3\u6765\u300c\u5e94\u8bd5\u300d\uff0c\u5927\u6a21\u578b\u516c\u53f8\u6709\u5145\u8db3\u7684\u8d44\u6e90\u53bb\u6536\u96c6\u6570\u636e\u5237\u699c\uff0c\u5bfc\u81f4\u8bc4\u6d4b\u7684\u53ef\u9760\u6027\u5927\u6253\u6298\u6263\u3002\u6700\u7ec8\u5bfc\u81f4\u6211\u4eec\u96be\u4ee5\u51c6\u786e\u5224\u65ad\u54ea\u4e2a\u5927\u6a21\u578b\u66f4\u4f18\u79c0\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u79cd\u60c5\u51b5\u4e0d\u5229\u4e8e\u6574\u4e2a\u884c\u4e1a\u7684\u53d1\u5c55\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5bf9\u5927\u516c\u53f8\u800c\u8a00\uff1a\u6bd4\u5982 DeepSeek \u505a\u5f97\u5f88\u597d\uff0c\u4f46\u9664\u4e86\u51e0\u4f4d\u5927\u4f6c\u7684\u8ba4\u53ef\u5916\uff0c\u6ca1\u6709\u786c\u6027\u6307\u6807\u80fd\u8bc1\u660e\u5b83\u5728\u54ea\u4e9b\u65b9\u9762\u9886\u5148\u4e86\u51e0\u4e2a\u4e16\u4ee3\u3002\u73b0\u6709\u7684\u5404\u79cd benchmark \u90fd\u53ef\u80fd\u88ab\u5e94\u8bd5\u653b\u514b\uff0c\u4f7f\u516c\u53f8\u96be\u4ee5\u5efa\u7acb\u8d77\u624e\u5b9e\u7684\u6280\u672f\u58c1\u5792\u3002<\/section>\n<\/li>\n<li>\n<section>\u5bf9\u5c0f\u516c\u53f8\u800c\u8a00\uff1a\u4ed6\u4eec\u53ef\u80fd\u5728\u7279\u5b9a\u9886\u57df\uff08\u5982\u91d1\u878d\u3001\u6cd5\u5f8b\uff09\u7684\u6027\u80fd\u786e\u5b9e\u8d85\u8fc7\u4e86\u77e5\u540d\u5927\u6a21\u578b\uff0c\u4f46\u7531\u4e8e\u4f20\u7edf\u699c\u5355\u7684\u4e0d\u53ef\u9760\uff0c\u7528\u6237\u4ecd\u7136\u503e\u5411\u4e8e\u9009\u62e9\u4f7f\u7528\u77e5\u540d\u5927\u6a21\u578b\u3002\u8fd9\u4f7f\u5f97\u5c0f\u516c\u53f8\u5373\u4fbf\u505a\u51fa\u4e86\u4f18\u8d28\u4ea7\u54c1\u4e5f\u96be\u4ee5\u83b7\u5f97\u8ba4\u53ef\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u6211\u4eec\u9700\u8981\u4ece\u5185\u5728\u673a\u7406\u7684\u89d2\u5ea6\u5efa\u7acb\u65b0\u7684\u8bc4\u6d4b\u4f53\u7cfb\u3002\u867d\u7136\u53ef\u4ee5\u901a\u8fc7\u5e94\u8bd5\u6559\u80b2\u8ba9\u8f93\u51fa\u7684\u7b54\u6848\u6b63\u786e\uff0c\u4f46\u8981\u4fee\u6b63\u5185\u5728\u8868\u5f81\u7684\u903b\u8f91\u6df7\u4e71\u3001\u5f20\u51a0\u674e\u6234\u95ee\u9898\u5374\u5f88\u96be\u505a\u5230\u3002\u8fd9\u79cd\u7a33\u5b9a\u7684\u8bc4\u6d4b\u4f53\u7cfb\u80fd\u591f\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u51c6\u786e\u663e\u793a\u4e0e\u524d\u6cbf\u5927\u6a21\u578b\u7684\u5dee\u8ddd<\/section>\n<\/li>\n<li>\n<section>\u5e2e\u52a9\u4f18\u79c0\u7684\u5c0f\u516c\u53f8\u8131\u9896\u800c\u51fa<\/section>\n<\/li>\n<li>\n<section>\u8ba9\u9886\u5148\u7684\u5927\u6a21\u578b\u5de9\u56fa\u7ade\u4e89\u4f18\u52bf<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5176\u6b21\uff0c\u4f20\u7edf\u8bc4\u6d4b\u4e3b\u8981\u5173\u6ce8\u9519\u8bef\u7387\uff0c\u4f46\u771f\u6b63\u7684\u5a01\u80c1\u5728\u4e8e\u90a3\u4e9b\u8868\u9762\u6b63\u786e\u4f46\u5b58\u5728\u6f5c\u5728\u98ce\u9669\u7684\u6848\u4f8b\u3002\u6bd4\u5982\u5728\u6cd5\u5f8b\u9886\u57df\uff0c\u660e\u663e\u9519\u8bef\u7684\u5224\u51b3\u5bb9\u6613\u88ab\u53d1\u73b0\uff08\u6bd4\u5982\u5077\u4e1c\u897f\u5224\u6b7b\u5211\uff09\uff0c\u4f46\u6211\u4eec\u66f4\u9700\u8981\u68c0\u6d4b\u90a3\u4e9b\u770b\u4f3c\u6b63\u786e\u7684\u5224\u51b3\u80cc\u540e\u7684\u6f5c\u5728\u4f26\u7406\u98ce\u9669\u3002\u8fd8\u6709\u81ea\u52a8\u9a7e\u9a76\u7684\u884c\u4eba\u68c0\u6d4b\uff0c\u6bcf\u4e00\u6b21\u5c06\u51fa\u4e8b\u6545\u53c8\u6ca1\u51fa\u4e8b\u6545\u65f6\uff0c\u9700\u8981\u68c0\u6d4b\u5e76\u8bc6\u522b\u5176\u6f5c\u5728\u7684\u5371\u5bb3\u3002<\/section>\n<section><\/section>\n<section>\u7b2c\u4e09\uff0c\u4ece\u653f\u5e9c\u91c7\u8d2d\u548c\u5e02\u573a\u51c6\u5165\u7684\u89d2\u5ea6\u770b\uff0c\u4e00\u65e6\u6a21\u578b\u7684\u5185\u90e8\u673a\u5236\u88ab\u89e3\u91ca\u6e05\u695a\uff0c\u4eba\u4eec\u7684\u6001\u5ea6\u5c31\u4f1a\u53d1\u751f\u6539\u53d8\u3002\u4eba\u7c7b\u4f5c\u4e3a\u6574\u4f53\u9700\u8981\u62e5\u6709\u77e5\u60c5\u6743\uff0c\u800c\u4e14\u5f53\u95ee\u9898\u51fa\u73b0\u65f6\u9700\u8981\u660e\u786e\u8d23\u4efb\u5f52\u5c5e\u3002\u901a\u8fc7\u53ef\u89e3\u91ca\u6027\u5206\u6790\uff0c\u6211\u4eec\u80fd\u591f\u786e\u5b9a\u95ee\u9898\u7684\u5177\u4f53\u539f\u56e0\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5982\u679c\u51fa\u73b0\u5f20\u51a0\u674e\u6234\uff0c\u8bf4\u660e\u6570\u636e\u6e05\u7406\u4e0d\u591f<\/section>\n<\/li>\n<li>\n<section>\u5982\u679c\u67d0\u4e9b\u5e94\u8be5\u5b66\u4e60\u7684\u4ea4\u4e92\u6ca1\u6709\u5b66\u5230\uff0c\u8bf4\u660e\u6570\u636e\u91cf\u4e0d\u591f<\/section>\n<\/li>\n<li>\n<section>\u5982\u679c\u7279\u5f81\u5355\u4e00\uff0c\u8bf4\u660e\u6570\u636e\u591a\u6837\u6027\u4e0d\u8db3<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u672a\u6765\uff0c\u5927\u6a21\u578b\u7684\u53d1\u5c55\u9700\u8981\u65b0\u7684\u8bc4\u6d4b\u89d2\u5ea6\u548c\u786c\u6838\u6307\u6807\u3002\u56e0\u4e3a\u5207\u5b9e\u63d0\u5347\u6027\u80fd\u9700\u8981\u6d88\u8017\u5927\u91cf\u6210\u672c\uff0c\u800c\u4ec5\u4ec5\u8ffd\u6c42\u8868\u9762\u6548\u679c\uff0c\u6bd4\u5982\u8bf4\u67d0\u4e2a\u5927\u6a21\u578b\u9760\u8bf4\u4fcf\u76ae\u8bdd\u3001\u7f16\u6bb5\u5b50\u6765\u535a\u5f97\u5173\u6ce8\u4ece\u800c\u83b7\u53d6\u7528\u6237\uff0c\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u5371\u9669\u7684\u4fe1\u53f7\u3002\u5230\u90a3\u65f6\u5404\u5bb6\u4eba\u5de5\u667a\u80fd\u516c\u53f8\u5e94\u8be5\u8ffd\u6c42\u4ec0\u4e48\uff1f\u6211\u4eec\u9700\u8981\u66f4\u6df1\u5165\u5730\u8bc4\u4f30\u6a21\u578b\u7684\u5e95\u5c42\u673a\u5236\u3002<\/section>\n<section><\/section>\n<section><strong>\u89e3\u91ca\u6027\u6280\u672f\uff1a\u5927\u6a21\u578b\u8bad\u7ec3\u7684\u300cCT \u626b\u63cf\u300d<\/strong><\/section>\n<section><\/section>\n<section><strong>\u673a\u5668\u4e4b\u5fc3\uff1a<\/strong>\u4ece\u60a8\u7684\u601d\u8def\u6765\u770b\uff0c\u8fd9\u4f3c\u4e4e\u662f\u4e00\u6761\u5b8c\u5168\u4e0d\u540c\u4e8e\u4f20\u7edf Scaling \u7684\u8def\u7ebf\u30022025 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1+1=2 \u90a3\u6837\u7a33\u5b9a\u5730\u63d0\u5347\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section>\u89e3\u91ca\u6027\u6280\u672f\u6b63\u597d\u53ef\u4ee5\u5f25\u8865\u8fd9\u4e00\u70b9\uff0c\u589e\u52a0\u6a21\u578b\u7684\u53ef\u63a7\u6027\u3002\u867d\u7136\u6211\u4eec\u65e0\u6cd5\u9884\u77e5\u67d0\u79cd\u65b9\u6cd5\u662f\u5426\u4e00\u5b9a\u6709\u6548\uff0c\u4f46\u6211\u4eec\u80fd\u591f\u6e05\u695a\u5730\u770b\u5230\uff0c\u5f53\u4f7f\u7528\u601d\u7ef4\u94fe\u6216\u5f15\u5165\u65b0\u6570\u636e\u540e\uff0c\u6a21\u578b\u7684\u8868\u5f81\u5728\u4ea4\u4e92\u6570\u91cf\u548c\u590d\u6742\u5ea6\u4e0a\u7684\u53d8\u5316\u3002\u8fd9\u5c31\u50cf\u533b\u9662\u7684 CT \u68c0\u67e5\uff0c\u867d\u7136 CT \u672c\u8eab\u4e0d\u80fd\u6cbb\u75c5\uff0c\u4f46\u6ca1\u6709 CT 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AI \u7814\u7a76\u4e2d\u7684\u300c\u5927\u95ee\u9898\u300d<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u673a\u5668\u4e4b\u5fc3\uff1a<\/strong>\u5bf9\u4e8e\u60f3\u8981\u6df1\u5165\u7814\u7a76 AI \u53ef\u89e3\u91ca\u6027\u7684\u5e74\u8f7b\u5b66\u8005\uff0c\u60a8\u6709\u4ec0\u4e48\u5efa\u8bae\uff1f<\/section>\n<section><\/section>\n<section><strong>\u5f20\u62f3\u77f3\uff1a<\/strong>\u6211\u4ece 2015 \u5e74\u5f00\u59cb\u8f6c\u5411\u89e3\u91ca\u6027\u7814\u7a76\u3002\u5f53\u65f6\u8fd8\u6ca1\u6709\u5927\u6a21\u578b\uff0c\u867d\u7136\u6df1\u5ea6\u5b66\u4e60\u84ec\u52c3\u53d1\u5c55\uff0c\u795e\u7ecf\u7f51\u7edc\u5c55\u73b0\u51fa\u4e86\u5b8c\u5168\u4e0d\u540c\u7684\u667a\u80fd\u5f62\u5f0f\uff0c\u6027\u80fd\u4e5f\u5728\u5927\u5e45\u63d0\u5347\uff0c\u4f46\u6211\u6ce8\u610f\u5230\u4e00\u4e2a\u6f5c\u5728\u95ee\u9898\uff1a\u4eba\u7c7b\u53ef\u64cd\u4f5c\u7684\u7ef4\u5ea6\u5728\u4e0d\u65ad\u51cf\u5c11\uff0c\u5bf9\u77e5\u8bc6\u7684\u638c\u63a7\u5728\u4e0d\u65ad\u4e27\u5931\u3002<\/section>\n<section><\/section>\n<section>\u4f20\u7edf\u795e\u7ecf\u7f51\u7edc\u65f6\u4ee3\uff0c\u6211\u4eec\u57fa\u672c\u4e0a\u53ea\u80fd\u505a\u4e24\u4ef6\u4e8b\uff1a\u8c03\u6574\u7f51\u7edc\u7ed3\u6784\u548c\u635f\u5931\u51fd\u6570\u3002\u5230\u4e86\u5927\u6a21\u578b\u65f6\u4ee3\uff0c\u7531\u4e8e\u5de8\u5927\u7684\u8bad\u7ec3\u6210\u672c\uff0c\u5bf9\u7edd\u5927\u591a\u6570\u7814\u7a76\u8005\u800c\u8a00\uff0c\u8fde\u8fd9\u4e24\u70b9\u90fd\u96be\u4ee5\u8c03\u6574\u4e86\u3002\u73b0\u5728\u7684\u7814\u7a76\u8005\u53ea\u80fd\u4e13\u6ce8\u4e8e\u641c\u96c6\u6570\u636e\u3001\u6570\u636e\u6e05\u6d17\u548c\u63d0\u793a\u8bcd\u5de5\u7a0b\u3002\u5c3d\u7ba1\u4ece\u4e8b AI \u7814\u7a76\u7684\u4eba\u7206\u70b8\u6027\u589e\u957f\uff0c\u4f46\u90fd\u6324\u5728\u5f88\u5c0f\u7684\u7814\u7a76\u7a7a\u95f4\u91cc\uff0c\u53d1\u5c55\u7684\u7ef4\u5ea6\u5728\u4e0d\u65ad\u964d\u4f4e\u3002<\/section>\n<section><\/section>\n<section>\u6211\u9009\u62e9\u505a\u89e3\u91ca\u6027\u7814\u7a76\uff0c\u662f\u56e0\u4e3a\u5b83\u662f\u4e00\u79cd\u81ea\u9876\u5411\u4e0b\u7684\u7cfb\u7edf\uff0c\u662f\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8865\u5145\u3002\u6211\u8ba4\u4e3a\u7814\u7a76\u53ef\u4ee5\u5206\u4e3a\u4e24\u7c7b\uff1a\u4e00\u7c7b\u662f\u5de5\u7a0b\u6027\u7814\u7a76\uff0c\u91cd\u70b9\u5728\u4e8e\u5982\u4f55\u628a\u95ee\u9898\u505a\u597d\uff0c\u628a\u6027\u80fd\u63d0\u5347\u5230\u6781\u81f4\uff1b\u4e00\u7c7b\u662f\u7406\u8bba\u6027\u7814\u7a76\uff0c\u91cd\u70b9\u5728\u4e8e\u95ee\u9898\u7684\u9009\u62e9\uff0c\u9009\u597d\u95ee\u9898\u7684\u91cd\u8981\u6027\u8fdc\u8fdc\u8d85\u8fc7\u628a\u6027\u80fd\u63d0\u9ad8\u3002<\/section>\n<section><\/section>\n<section>\u90a3\u5bf9\u4e8e\u7406\u8bba\u6027\u7814\u7a76\uff0c\u5982\u4f55\u9009\u62e9\u597d\u7684\u95ee\u9898\u5462\uff1f\u6211\u7ed9\u81ea\u5df1\u5b9a\u4e86\u4e09\u4e2a\u6807\u51c6\uff1a<\/section>\n<section><\/section>\n<ol>\n<li>\n<section><strong>\u8981\u627e\u5230\u5171\u6027\u95ee\u9898\u3002<\/strong>\u4e0d\u662f\u8868\u9762\u4e0a\u7684\u95ee\u9898\uff08\u5982\u8bad\u7ec3\u6210\u672c\u9ad8\u3001\u7cbe\u5ea6\u4e0d\u591f\uff09\uff0c\u800c\u662f\u80fd\u8986\u76d6\u9886\u57df\u4e2d\u5927\u90e8\u5206\u95ee\u9898\u6839\u672c\u539f\u56e0\u7684\u4ea4\u53c9\u70b9\u3002\u627e\u5230\u8fd9\u6837\u7684\u95ee\u9898\u672c\u8eab\u5c31\u662f\u4e00\u9879\u5f02\u5e38\u8270\u5de8\u7684\u4efb\u52a1\uff0c\u4f46\u4e00\u65e6\u627e\u5230\uff0c\u522b\u4eba\u5c31\u65e0\u6cd5\u5ffd\u89c6\u4f60\u7684\u5de5\u4f5c\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u8fd9\u4e2a\u95ee\u9898\u5fc5\u987b\u80fd\u8fdb\u884c\u6570\u5b66\u5efa\u6a21\uff0c<\/strong>\u6709\u660e\u786e\u7684\u8fb9\u754c\uff0c\u80fd\u591f\u88ab\u8bc1\u660e\u6216\u8bc1\u4f2a\u3002\u56de\u987e\u795e\u7ecf\u7f51\u7edc\u53d1\u5c55\u5386\u53f2\uff1a\u6700\u521d\u6b8b\u5dee\u7f51\u7edc\u88ab\u89c6\u4e3a\u6700\u5f3a\uff0c\u73b0\u5728\u662f Transformer\uff0c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u6709\u65b0\u7684\u7ed3\u6784\uff1b\u751f\u6210\u7f51\u7edc\u65b9\u9762\uff0c\u4ece VAE \u5230 GAN \u518d\u5230 diffusion model\u3002\u968f\u5927\u6d41\u770b\u4f3c\u5b89\u5168\uff0c\u4f46\u4ece\u6839\u672c\u610f\u4e49\u4e0a\u8bf4\uff0c\u8fd9\u66f4\u50cf\u662f\u4e00\u79cd\u8d4c\u535a\u2014\u2014\u5f53\u95ee\u9898\u6ca1\u6709\u4e25\u683c\u7684\u8bc1\u660e\u6216\u8bc1\u4f2a\u673a\u5236\u65f6\uff0c\u98ce\u9669\u53cd\u800c\u66f4\u5927\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u5fc5\u987b\u8d70\u4e00\u6761\u524d\u4eba\u5f88\u5c11\u8d70\u7684\u8def\u3002<\/strong>\u6210\u529f\u7684\u6839\u672c\u4e0d\u5728\u4e8e\u6bd4\u62fc\u667a\u5546\u6216\u6295\u5165\uff0c\u800c\u5728\u4e8e\u627e\u5230\u6ca1\u6709\u4eba\u8d70\u8fc7\u7684\u8def\u3002\u5c31\u50cf\u89e3\u91ca\u6027\u7814\u7a76\uff0c\u6211\u4e0d\u4ec5\u8981\u89e3\u91ca\u77e5\u8bc6\u8868\u5f81\uff0c\u8fd8\u8981\u89e3\u91ca\u6cdb\u5316\u6027\u3001\u9c81\u68d2\u6027\u7b49\u7b49\u4e00\u7cfb\u5217\uff0c\u5f88\u591a\u5de5\u4f5c\u6211\u5e76\u6ca1\u6709\u5728\u8fd9\u91cc\u8bb2\uff0c\u4f46\u8fd9\u662f\u4e00\u6761\u5f88\u957f\u7684\u8def\u7ebf\u56fe\uff0c\u4f60\u9700\u8981\u89c4\u5212\u51fa\u6765\uff0c\u8fd9\u6837\u624d\u80fd\u5efa\u7acb\u8d77\u81ea\u5df1\u7684\u5f71\u54cd\u529b\u3002<\/section>\n<\/li>\n<\/ol>\n<section><\/section>\n<section>\u5728\u6211\u770b\u6765\uff0c\u6240\u8c13\u5341\u5e74\u78e8\u4e00\u5251\uff0c\u76f8\u6bd4\u7528\u5341\u5e74\u65f6\u95f4\u53bb\u4f18\u5316\u4e00\u4e2a\u590d\u6742\u7cfb\u7edf\uff0c\u66f4\u591a\u662f\u7528\u5341\u5e74\u53bb\u7b49\u5f85\u4e00\u4e2a\u771f\u6b63\u503c\u5f97\u6295\u5165\u7684\u95ee\u9898\uff0c\u4e00\u4e2a\u540c\u65f6\u6ee1\u8db3\u8fd9\u4e09\u4e2a\u6761\u4ef6\u7684\u95ee\u9898\uff0c\u7136\u540e\u518d\u82b1 10 \u5e74\u4e43\u81f3 20 \u5e74\u53bb\u8bc1\u660e\u4e00\u4e9b\u7ed3\u8bba\uff0c\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section><strong>\u673a\u5668\u4e4b\u5fc3\uff1a<\/strong>\u5982\u679c\u82b1\u4e86 10 \u5e74\u65f6\u95f4\u6ca1\u7b49\u5230\u8fd9\u6837\u7684\u95ee\u9898\uff0c\u6216\u8005\u6700\u540e\u53d1\u73b0\u7b49\u9519\u4e86\u8be5\u600e\u4e48\u529e\uff1f\u5047\u5982\u7528\u4ea4\u4e92\u7406\u8bba\u89e3\u91ca\u795e\u7ecf\u7f51\u7edc\u5185\u5728\u8868\u5f81\u6700\u7ec8\u88ab\u8bc1\u660e\u662f\u9519\u7684\uff0c\u60a8\u4f1a\u600e\u4e48\u529e\uff1f<\/section>\n<section><\/section>\n<section><strong>\u5f20\u62f3\u77f3\uff1a<\/strong>\u8fd9\u662f\u4e2a\u5f88\u597d\u7684\u95ee\u9898\uff0c\u5b9e\u9645\u4e0a\u5f88\u591a\u5b66\u751f\u4e5f\u8fd9\u6837\u95ee\u6211\u3002\u4e16\u754c\u4e0a\u6ca1\u6709 100% \u6b63\u786e\u6216\u9519\u8bef\u7684\u65b9\u5411\uff0c\u6211\u524d\u9762\u63d0\u5230\u7684\u4e09\u4e2a\u6761\u4ef6\uff0c\u6b63\u662f\u786e\u4fdd\u4f60\u7684\u52aa\u529b\u4e0d\u4f1a\u4ed8\u8bf8\u4e1c\u6d41\u7684\u4fdd\u969c\u3002<\/section>\n<section><\/section>\n<section>2017 \u5e74\u6211\u5728\u77e5\u4e4e\u9996\u6b21\u53d1\u6587\uff0c\u8ba8\u8bba\u53ef\u89e3\u91ca\u6027\u4e0e\u6df1\u5ea6\u5b66\u4e60\u7684\u672a\u6765\u53d1\u5c55\uff0c\u5f53\u65f6\u5c31\u53d1\u73b0\u8fd9\u662f\u4e00\u4e2a\u5927\u5bb6\u516c\u8ba4\u5f88\u91cd\u8981\u4f46\u53c8\u65e0\u4ece\u4e0b\u624b\u7684\u95ee\u9898\u3002\u867d\u7136\u76f8\u5173\u8bba\u6587\u6570\u4e0d\u80dc\u6570\uff0c\u4f46\u771f\u6b63\u4ece\u7406\u8bba\u4e25\u8c28\u6027\u89d2\u5ea6\u76f4\u9762\u8fd9\u4e2a\u95ee\u9898\u7684\u5374\u5c11\u4e4b\u53c8\u5c11\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e2d\u95f4\u6709\u5f88\u957f\u4e00\u6bb5\u65f6\u95f4\u6211\u4e5f\u5728\u63a2\u7d22\uff0c\u4e00\u76f4\u5728\u63a2\u7d22\uff0c\u56e0\u4e3a\u88ab\u65f6\u4ee3\u5927\u6d6a\u6f6e\u88f9\u631f\uff0c\u5f88\u5bb9\u6613\u5c31\u8ff7\u5931\u65b9\u5411\u3002\u505a\u7814\u7a76\u4e0d\u662f\u53ea\u505a\u4e00\u5e74\u4e24\u5e74\uff0c\u8981\u5728\u79d1\u7814\u9053\u8def\u4e0a\u8d70\u5f97\u957f\u8fdc\uff0c\u53ef\u80fd\u9700\u8981 10 \u5e74\u300120 \u5e74\uff0c\u5173\u952e\u662f\u8981\u627e\u5230\u4e00\u4e2a\u5951\u673a\uff0c\u8ba9\u81ea\u5df1\u6709\u8d44\u683c\u53bb\u5b9a\u4e49\u95ee\u9898\u3002\u867d\u7136\u627e\u5230\u4e00\u4e2a\u65e2\u662f\u672c\u8d28\u6027\u3001\u53c8\u80fd\u8fdb\u884c\u6570\u5b66\u5efa\u6a21\u3001\u8fd8\u80fd\u5f00\u8f9f\u65b0\u8def\u5f84\u7684\u95ee\u9898\u5f88\u96be\u5f88\u96be\uff0c\u4f46\u8fd9\u662f\u5207\u5b9e\u63a8\u52a8\u9886\u57df\u53d1\u5c55\u7684\u5fc5\u7ecf\u4e4b\u8def\u3002<\/section>\n<p><strong>\u5609\u5bbe\u7b80\u4ecb<\/strong><\/p>\n<p>\u5f20\u62f3\u77f3\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u7535\u9662\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u5de5\u7a0b\u7cfb\u957f\u8058\u6559\u8f68\u526f\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u5165\u9009\u56fd\u5bb6\u7ea7\u6d77\u5916\u9ad8\u5c42\u6b21\u4eba\u624d\u5f15\u8fdb\u8ba1\u5212\uff0c\u83b7 ACM China \u65b0\u661f\u5956\u30022014 \u5e74\u83b7\u5f97\u65e5\u672c\u4e1c\u4eac\u5927\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c2014-2018 \u5e74\u5728\u52a0\u5dde\u5927\u5b66\u6d1b\u6749\u77f6\u5206\u6821\uff08UCLA\uff09\u4ece\u4e8b\u535a\u58eb\u540e\u7814\u7a76\u3002\u5728\u795e\u7ecf\u7f51\u7edc\u53ef\u89e3\u91ca\u6027\u65b9\u5411\u53d6\u5f97\u4e86\u591a\u9879\u5177\u6709\u56fd\u9645\u5f71\u54cd\u529b\u7684\u521b\u65b0\u6027\u6210\u679c\u3002\u62c5\u4efb TMLR \u8d23\u4efb\u7f16\u8f91\uff0cNeurIPS 2024 \u9886\u57df\u4e3b\u5e2d\uff0c\u627f\u62c5\u4e86 IJCAI 2020 \u548c IJCAI 2021 \u53ef\u89e3\u91ca\u6027\u65b9\u5411\u7684 Tutorial\uff0c\u5e76\u5148\u540e\u62c5\u4efb\u4e86AAAI 2019, CVPR 2019, ICML 2021 \u5927\u4f1a\u53ef\u89e3\u91ca\u6027\u65b9\u5411\u5206\u8bba\u575b\u4e3b\u5e2d\u3002<\/p>\n<hr>\n<section><strong>\u5f80\u671f\u8bbf\u8c08<\/strong><\/section>\n<ul>\n<li>\n<section><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650951892&amp;idx=1&amp;sn=3980a2f712777ec5139b43885b8bfb5b&amp;scene=21#wechat_redirect\" target=\"_blank\">\u5c0f\u7c73 Daniel Povey\uff1a\u540e\u8bed\u97f3\u8bc6\u522b\u65f6\u4ee3\uff0c\u4eba\u5de5\u667a\u80fd\u8d70\u5411\u4f55\u65b9\uff1f<\/a><\/section>\n<\/li>\n<li>\n<section><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650953241&amp;idx=1&amp;sn=2db997ff9be38379a160eec73ba8d4ad&amp;scene=21#wechat_redirect\" target=\"_blank\">\u6e05\u534e\u7fdf\u5b63\u51ac\uff1aDeepSeek \u767e\u500d\u7b97\u529b\u6548\u80fd\u80cc\u540e\u7684\u7cfb\u7edf\u9769\u547d<\/a><\/section>\n<\/li>\n<li>\n<section><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650933510&amp;idx=1&amp;sn=119ca1a2ddfb58bfa4f0193f37397993&amp;chksm=84e7cd78b390446e5c01890ec0038f613f0134353a167260d1b454eb37cf75a06524f6573031&amp;scene=21#wechat_redirect\" target=\"_blank\">\u5317\u5927\u738b\u7acb\u5a01\uff1a\u7406\u8bba\u89c6\u89d2\u770b\u5927\u6a21\u578b\uff0c\u6d8c\u73b0\u3001\u6cdb\u5316\u3001\u53ef\u89e3\u91ca\u6027\u4e0e\u6570\u7406\u5e94\u7528<\/a><\/section>\n<\/li>\n<li>\n<section><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650930994&amp;idx=1&amp;sn=68febc526362d8300b30683ddd531687&amp;chksm=84e43b4cb393b25af213e1bda04b15cf7e153781db743aea6ec51d09468cbe4e463b2b51bf81&amp;scene=21#wechat_redirect\" target=\"_blank\">\u817e\u8baf\u738b\u8fea\uff1a\u4e07\u4ebf MoE \u5927\u6a21\u578b\u7cfb\u7edf\u5de5\u7a0b\u4e4b\u9053<\/a><\/section>\n<\/li>\n<li>\n<section><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650920090&amp;idx=1&amp;sn=d771f20cc122ca1c3b5bc31428965741&amp;chksm=84e410e4b39399f2be553afe99d5b46cd97a9e2a028b6107b2b0a588b912ff012a0cfb59c4db&amp;scene=21#wechat_redirect\" target=\"_blank\">\u4e0a\u6d77\u4ea4\u5927\u5362\u7b56\u543e\uff1a\u5173\u4e8e\u5177\u8eab\u667a\u80fd\uff0cScaling Law \u548c\u5927\u6a21\u578b<\/a><\/section>\n<\/li>\n<\/ul>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-09-4\" target=\"_blank\">\u4e0a\u6d77\u4ea4\u5927\u5f20\u62f3\u77f3\uff1a\u601d\u7ef4\u94fe\u53ea\u662f\u8868\u8c61\uff0cDeepSeek\u51ed\u4ec0\u4e48\u66f4\u5f3a | \u667a\u8005\u8bbf\u8c08<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u4e0a\u6d77\u4ea4\u5927\u5f20\u62f3\u77f3\uff1a\u601d\u7ef4\u94fe 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