{"id":36717,"date":"2025-01-17T05:01:14","date_gmt":"2025-01-16T21:01:14","guid":{"rendered":"https:\/\/17aitech.com\/?p=36717"},"modified":"2025-01-17T05:01:14","modified_gmt":"2025-01-16T21:01:14","slug":"%e7%b2%be%e5%ba%a6%e4%b8%8e%e9%80%9a%e7%94%a8%e6%80%a7%e4%b8%8d%e5%8f%af%e5%85%bc%e5%be%97%ef%bc%8c%e5%8c%97%e5%a4%a7%e5%8d%8e%e4%b8%ba%e7%90%86%e8%ae%ba%e8%af%81%e6%98%8e%e4%bd%8e%e7%b2%be%e5%ba%a6","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36717","title":{"rendered":"\u7cbe\u5ea6\u4e0e\u901a\u7528\u6027\u4e0d\u53ef\u517c\u5f97\uff0c\u5317\u5927\u534e\u4e3a\u7406\u8bba\u8bc1\u660e\u4f4e\u7cbe\u5ea6\u4e0bscaling law\u96be\u4ee5\u5b9e\u73b0"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-18-10\" target=\"_blank\">\u7cbe\u5ea6\u4e0e\u901a\u7528\u6027\u4e0d\u53ef\u517c\u5f97\uff0c\u5317\u5927\u534e\u4e3a\u7406\u8bba\u8bc1\u660e\u4f4e\u7cbe\u5ea6\u4e0bscaling law\u96be\u4ee5\u5b9e\u73b0<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f23b254c3e5b0bc4b66ce027626c980a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f23b254c3e5b0bc4b66ce027626c980a.png\"><\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>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<\/p>\n<\/section>\n<\/blockquote>\n<p><strong>\u672c\u5de5\u4f5c\u6765\u81ea\u5317\u4eac\u5927\u5b66\u667a\u80fd\u5b66\u9662\u738b\u7acb\u5a01\u3001\u8d3a\u7b1b\u8001\u5e08\u8bfe\u9898\u7ec4\u4e0e\u534e\u4e3a\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4\u674e\u9707\u56fd\u3001\u5b59\u5609\u57ce\u7814\u7a76\u5458\u3002\u4f5c\u8005\u5305\u62ec\u667a\u80fd\u5b66\u9662\u535a\u58eb\u751f\u51af\u53e4\u8c6a\u3001\u53e4\u4e91\u5929\u3001\u7f57\u80dc\u6770\uff1b\u4fe1\u606f\u79d1\u5b66\u6280\u672f\u5b66\u9662\u672c\u79d1\u751f\u6768\u94e0\u3001\u827e\u5fc3\u73a5\u3002<\/strong><\/p>\n<p>\u5927\u6a21\u578b\u91cf\u5316\u901a\u8fc7\u5c06\u6a21\u578b\u53c2\u6570\u4ece\u8f83\u9ad8\u7684\u7cbe\u5ea6\uff08\u5982 bfoat16\uff09\u538b\u7f29\u5230\u4f4e\u7cbe\u5ea6\uff08\u5982 int8 \u6216 int4\uff09\u6765\u964d\u4f4e\u6a21\u578b\u63a8\u7406\u7684\u5f00\u9500\uff0c\u63d0\u9ad8\u6a21\u578b\u63a8\u7406\u7684\u901f\u5ea6\u3002\u5728\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5b9e\u9645\u90e8\u7f72\u4e2d\uff0c\u91cf\u5316\u6280\u672f\u80fd\u591f\u663e\u8457\u63d0\u9ad8\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u7684\u6548\u7387\u3002\u4f46\u8fd1\u65e5\uff0c\u6765\u81ea\u54c8\u4f5b\u5927\u5b66\uff0cMIT\uff0cCMU\uff0c\u65af\u5766\u798f\u5927\u5b66\u548c Databricks \u7684\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u5927\u91cf\u5b9e\u9a8c\u603b\u7ed3\u51fa\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u5173\u4e8e\u7cbe\u5ea6\u7684 Scaling Law\uff0c\u5b9e\u9a8c\u53d1\u73b0<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650942867&amp;idx=1&amp;sn=c02699c310b4bb43ce9f1dc653a123e7&amp;chksm=84e7e9edb39060fb7e601a023cbe34d58cf2570c9f2d049c402ace58064de2674f69cab01566&amp;scene=21#wechat_redirect\" target=\"_blank\">\u6a21\u578b\u7684\u91cf\u5316\u538b\u7f29\u4f1a\u8f83\u5927\u5f71\u54cd\u5927\u8bed\u8a00\u6a21\u578b\u7684\u6027\u80fd\u3002<\/a><\/p>\n<p>\u65e0\u72ec\u6709\u5076\uff0c\u6765\u81ea\u5317\u5927\u548c\u534e\u4e3a\u7684\u7814\u7a76\u56e2\u961f\u8fd1\u671f\u5219\u4ece\u7406\u8bba\u89d2\u5ea6\u7814\u7a76\u4e86\u91cf\u5316\u5bf9\u4e8e\u5927\u6a21\u578b\u901a\u7528\u6027\u7684\u5f71\u54cd\u3002\u5177\u4f53\u800c\u8a00\uff0c\u7814\u7a76\u8005\u5173\u6ce8\u4e86\u91cf\u5316\u5bf9\u4e8e\u5927\u6a21\u578b\u6570\u5b66\u63a8\u7406\u80fd\u529b\u7684\u5f71\u54cd\u3002\u5176\u7814\u7a76<strong>\u7406\u8bba\u8868\u660e\u8db3\u591f\u7684\u6a21\u578b\u7cbe\u5ea6\u662f\u5927\u6a21\u578b\u89e3\u51b3\u57fa\u672c\u6570\u5b66\u4efb\u52a1\u7684\u91cd\u8981\u524d\u63d0\uff0c\u800c\u91cf\u5316\u4f1a\u5927\u5927\u964d\u4f4e\u5927\u6a21\u578b\u5728\u57fa\u672c\u6570\u5b66\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\uff0c\u751a\u81f3\u63d0\u5347\u8db3\u591f\u53c2\u6570\u91cf\u4e5f\u65e0\u6cd5\u5f25\u8865\u3002<\/strong><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-dc1198e06e432c05901cb88026a50985.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-dc1198e06e432c05901cb88026a50985.png\"><\/a><\/section>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2410.13857<\/section>\n<section><\/section>\n<section><strong>\u91cf\u5316\u964d\u4f4e\u4e86\u6a21\u578b\u7684\u57fa\u672c\u6570\u5b66\u80fd\u529b<\/strong><\/section>\n<section><\/section>\n<section>\u6570\u5b66\u63a8\u7406\u80fd\u529b\u662f\u5927\u8bed\u8a00\u6a21\u578b\u7684\u4e00\u9879\u91cd\u8981\u80fd\u529b\uff0c\u4e5f\u662f\u5927\u8bed\u8a00\u6a21\u578b\u8d70\u5411\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u5173\u952e\u80fd\u529b\u4e4b\u4e00\u3002\u7136\u800c\uff0c\u76f8\u8f83\u4e8e\u7ecf\u5178\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\uff0c\u6570\u5b66\u63a8\u7406\u5f80\u5f80\u9700\u8981\u4e25\u683c\u7684\u903b\u8f91\u548c\u51c6\u786e\u7684\u4e2d\u95f4\u7ed3\u679c\u3002\u5728\u5404\u79cd\u5404\u6837\u7684\u6570\u5b66\u63a8\u7406\u4efb\u52a1\u4e2d\uff0c\u7b97\u672f\u80fd\u529b\u662f\u5927\u8bed\u8a00\u6a21\u578b\u89e3\u51b3\u5404\u7c7b\u590d\u6742\u7684\u6570\u5b66\u95ee\u9898\u7684\u57fa\u7840\u3002\u66f4\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u5927\u6a21\u578b\u5728\u5904\u7406\u6570\u503c\u7684\u65f6\u5019\uff0c\u4f1a\u5c06\u4e00\u4e2a\u6570 \u201c\u5207\u5206\u201d \u6210\u4e00\u6bb5\u4e00\u6bb5\u7684\u6570\u5b57\uff0c\u4f8b\u5982\uff1a\u6570\u5b57 1234.5678 \u5728\u5927\u6a21\u578b\u4e2d\u53ef\u80fd\u88ab\u7f16\u7801\u4e3a \u201c12\u201d \u201c34\u201d \u201c.\u201d \u201c56\u201d \u201c78\u201d\uff0c\u5982\u6b64\u7f16\u7801\u540e\u7684\u4fe1\u606f\u662f\u5426\u53ef\u4ee5\u88ab\u6b63\u786e\u7406\u89e3\u8fdb\u800c\u5b8c\u6210\u7b97\u672f\u4efb\u52a1\u4e5f\u662f\u4e00\u4e2a\u7591\u95ee\u3002<\/section>\n<section><\/section>\n<section>\u672c\u5de5\u4f5c\u7814\u7a76\u8005\u4ee5\u57fa\u672c\u7684\u7b97\u672f\u80fd\u529b\u4e3a\u5207\u5165\u70b9\uff0c\u7814\u7a76\u4e86\u4e0d\u540c\u7cbe\u5ea6\u7684 Transformer \u5728\u89e3\u51b3\u57fa\u672c\u6570\u5b66\u4efb\u52a1\u4e0a\u7684\u80fd\u529b\u5dee\u5f02\u3002\u4e0b\u56fe\u5c55\u793a\u4e86\u4e00\u4e9b\u76f8\u5e94\u7684\u4f8b\u5b50\u3002\u4e3a\u4e86\u53cd\u6620\u5927\u6a21\u578b\u5bf9\u957f\u6570\u5b57\u7684\u5b9e\u9645\u89e3\u7801\u65b9\u5f0f\uff0c\u5728\u8fd9\u4e9b\u4efb\u52a1\u4e2d\uff0c\u8fd0\u7b97\u6570\u4e2d\u7684\u6bcf\u4e00\u6570\u4f4d\u5747\u4ee5\u4e00\u4e2a\u72ec\u7acb\u7684 token \u4f5c\u4e3a\u5927\u6a21\u578b\u7684\u8f93\u5165\uff0c\u5927\u6a21\u578b\u7684\u8f93\u51fa\u4e5f\u662f\u4ece\u9ad8\u4f4d\u5f80\u4f4e\u4f4d\u9010\u6570\u4f4d\u5730\u8f93\u51fa\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-6e89f31e8f48b9e0f09f998c448fc378.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-6e89f31e8f48b9e0f09f998c448fc378.png\"><\/a><\/section>\n<section>\u5728\u672c\u5de5\u4f5c\u4e2d\uff0c\u7814\u7a76\u8005\u5206\u522b\u4f7f\u7528\u5bf9\u6570\u7cbe\u5ea6 Transformer \u548c\u5e38\u6570\u7cbe\u5ea6 Transformer \u7684\u7406\u8bba\u6a21\u578b\u6765\u523b\u753b\u6807\u51c6\u7cbe\u5ea6\u5927\u8bed\u8a00\u6a21\u578b\u548c\u91cf\u5316\u540e\u7684\u4f4e\u7cbe\u5ea6\u5927\u8bed\u8a00\u6a21\u578b\u3002\u5176\u4e2d\uff0c\u5bf9\u6570\u7cbe\u5ea6\u6307\u7684\u662f Transformer \u5185\u90e8\u5355\u4e2a\u7684\u795e\u7ecf\u5143\u81f3\u591a\u80fd\u591f\u5b58\u50a8\u7531<em>\u00a0O(logn)\u00a0<\/em>\u6bd4\u7279\u8868\u793a\u7684\u5b9e\u6570\uff0c\u8fd9\u91cc <em>n\u00a0<\/em>\u6307\u7684\u662f\u6a21\u578b\u6240\u80fd\u5904\u7406\u7684\u6700\u5927\u5e8f\u5217\u957f\u5ea6\u3002\u800c\u5e38\u6570\u7cbe\u5ea6\u6307\u7684\u662f Transformer \u5185\u90e8\u5355\u4e2a\u7684\u795e\u7ecf\u5143\u53ea\u80fd\u591f\u5b58\u50a8\u81f3\u591a<em>\u00a0c\u00a0<\/em>\u6bd4\u7279\u8868\u793a\u7684\u5b9e\u6570\uff0c\u8fd9\u91cc\u7684<em>\u00a0c\u00a0<\/em>\u662f\u4e00\u4e2a\u4e0e\u5e8f\u5217\u957f\u5ea6\u65e0\u5173\u7684\u5c0f\u5e38\u6570\u3002\u8fd9\u91cc\uff0c\u5b9e\u6570\u53ef\u4ee5\u7531\u5b9a\u70b9\u6570\u6216\u8005\u6d6e\u70b9\u6570\u683c\u5f0f\u8868\u793a\u3002<\/section>\n<section><\/section>\n<section>\u5f53\u524d\u4e3b\u6d41\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5305\u62ec GPT \u7cfb\u5217\u3001Claude \u7cfb\u5217\u6216\u8005\u5f00\u6e90\u7684 LLAMA \u7cfb\u5217\uff0c\u80fd\u591f\u5904\u7406\u7684\u6700\u5927\u5e8f\u5217\u957f\u5ea6\u4e00\u822c\u5728 4k \u5230 128k \u4e0d\u7b49\u3002\u5728\u8fd9\u6837\u7684\u5e8f\u5217\u89c4\u6a21\u4e0b\uff0c\u5bf9\u6570\u7cbe\u5ea6\u548c\u5e38\u6570\u7cbe\u5ea6\u8f83\u597d\u5730\u523b\u753b\u4e86\u91cf\u5316\u524d\u540e\u7684\u7cbe\u5ea6\u5dee\u5f02\u3002<\/section>\n<section><\/section>\n<section>\u4e4b\u524d\u7684\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u6807\u51c6\u7cbe\u5ea6 Transformer \u5177\u5907\u89e3\u51b3\u8fd9\u4e9b\u57fa\u672c\u7b97\u672f\u4efb\u52a1\u7684\u80fd\u529b\u3002\u8fd9\u8868\u660e\u5408\u9002\u7684\u7cbe\u5ea6\u80fd\u591f\u4fdd\u8bc1\u5927\u6a21\u578b\u5177\u6709\u89e3\u51b3\u76f8\u5e94\u57fa\u672c\u6570\u5b66\u4efb\u52a1\u7684\u80fd\u529b\u3002\u7136\u800c<strong>\u672c\u5de5\u4f5c\u7406\u8bba\u8bc1\u660e\u5f53\u5927\u8bed\u8a00\u6a21\u578b\u7ecf\u8fc7\u91cf\u5316\u3001\u7cbe\u5ea6\u964d\u4f4e\u540e\uff0c\u6a21\u578b\u7684\u80fd\u529b\u53d7\u5230\u4e86\u663e\u8457\u7684\u5f71\u54cd\u3002<\/strong>\u5f53\u4f7f\u7528\u4f4e\u7cbe\u5ea6\u6a21\u578b\u65f6\uff0c\u6a21\u578b\u5728\u591a\u6574\u6570\u76f8\u52a0\u3001\u6574\u6570\u76f8\u4e58\u7684\u4efb\u52a1\u4e0a\u9700\u8981<strong>\u8d85\u591a\u9879\u5f0f\u7684\u6a21\u578b\u53c2\u6570\u91cf\u3002<\/strong>\u8fd9\u8868\u660e\u5f53\u7cbe\u5ea6\u4e0d\u8db3\u65f6\uff0c<strong>\u5373\u4fbf\u5145\u5206\u589e\u5927\u6a21\u578b\u5c3a\u5bf8 (scaling parameters)\uff0c\u5176\u4e5f\u96be\u4ee5\u83b7\u5f97\u5b8c\u6210\u8fd9\u4e9b\u57fa\u672c\u7b97\u672f\u4efb\u52a1\u7684\u80fd\u529b\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u4e0b\u8868\u603b\u7ed3\u4e86\u76f8\u5e94\u7684\u7406\u8bba\u7ed3\u679c\uff0c\u8868\u660e\u4e86\u4e0d\u540c\u7cbe\u5ea6\u4e0b\u5404\u57fa\u672c\u7b97\u672f\u4efb\u52a1\u6240\u9700\u6a21\u578b\u5bbd\u5ea6\u7684\u7406\u8bba\u7ed3\u679c\u3002\u5176\u4e2d\uff0c\u84dd\u8272\u4ee3\u8868\u6a21\u578b\u53ef\u4ee5\u5728\u8f83\u5c0f\u7684\u5c3a\u5bf8\u5185\u89e3\u51b3\u76f8\u5e94\u7684\u4efb\u52a1\uff0c\u800c\u7ea2\u8272\u4ee3\u8868\u6a21\u578b\u65e0\u6cd5\u5728\u53ef\u63a5\u53d7\u7684\u5c3a\u5bf8\u5185\u89e3\u51b3\u76f8\u5e94\u7684\u95ee\u9898\u3002\u53ef\u4ee5\u53d1\u73b0\uff0c<strong>\u6807\u51c6\u7cbe\u5ea6\u7684\u5927\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u8f7b\u677e\u89e3\u51b3\u7b97\u672f\u7684\u4efb\u52a1\uff0c\u7136\u800c\u7ecf\u8fc7\u91cf\u5316\u540e\u4f4e\u7cbe\u5ea6\u7684\u5927\u6a21\u578b\uff0c\u5728\u89e3\u51b3\u57fa\u672c\u7b97\u672f\u4efb\u52a1\u4e0a\u7684\u80fd\u529b\u51fa\u73b0\u4e86\u660e\u663e\u7684\u7f3a\u5931\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-10290e891993ef261838015bed6663b0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-10290e891993ef261838015bed6663b0.png\"><\/a><\/section>\n<section><strong>\u5b9e\u9a8c\u9a8c\u8bc1<\/strong><\/section>\n<section><\/section>\n<section>\u9664\u4e86\u7406\u8bba\u63a8\u5bfc\uff0c\u7814\u7a76\u8005\u8fdb\u884c\u4e86\u5927\u91cf\u5b9e\u9a8c\u6765\u9a8c\u8bc1\u7406\u8bba\u7ed3\u679c\u3002\u7814\u7a76\u8005\u5728\u7b97\u672f\u8fd0\u7b97\u7684\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u4e86\u4e00\u7cfb\u5217\u5c0f\u6a21\u578b\uff0c\u5728\u5c0f\u6a21\u578b\u4e0a\u7684\u8bad\u7ec3\u7ed3\u679c\u8868\u660e\uff0c\u5728\u591a\u6574\u6570\u76f8\u52a0\u548c\u6574\u6570\u76f8\u4e58\u4efb\u52a1\u4e0a\uff0c\u63d0\u5347\u7cbe\u5ea6\u80fd\u591f\u4f7f\u76f8\u540c\u5c3a\u5bf8\u7684\u6a21\u578b\u89e3\u51b3\u66f4\u5927\u89c4\u6a21\u7684\u95ee\u9898\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-4794093c86e6a77d0c22c642daf33b4e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-4794093c86e6a77d0c22c642daf33b4e.png\"><\/a><\/section>\n<section><strong>\u6b64\u5916\uff0c\u7814\u7a76\u8005\u8fd8\u5728 LLaMA3.1-8B \u6a21\u578b\u4e0a\u8fdb\u4e00\u6b65\u8fdb\u884c\u4e86\u4e00\u4e9b\u7cfb\u5217\u5b9e\u9a8c\uff0c\u5b9e\u9a8c\u7ed3\u679c\u540c\u6837\u8bc1\u5b9e\uff0c\u5728\u4f7f\u7528 int4 \u8fdb\u884c\u91cf\u5316\u4e4b\u540e\uff0c\u5728\u5927\u8bed\u8a00\u6a21\u578b\u5404\u57fa\u672c\u7b97\u672f\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u5747\u51fa\u73b0\u4e86\u76f8\u5e94\u7684\u4e0b\u964d\u3002\u5bf9\u4e8e\u6700\u4e3a\u56f0\u96be\u7684\u6574\u6570\u76f8\u4e58\u4efb\u52a1\uff0c\u5176\u6027\u80fd\u4e0b\u964d\u6700\u4e3a\u660e\u663e\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9e2f2ca3b04095775266bbfd5fb8193c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9e2f2ca3b04095775266bbfd5fb8193c.png\"><\/a><\/section>\n<section>\u603b\u800c\u8a00\u4e4b\uff0c\u6a21\u578b\u7684\u91cf\u5316\u538b\u7f29\u4f1a\u660e\u663e\u635f\u5bb3\u5927\u8bed\u8a00\u6a21\u578b\u5728\u6570\u5b66\u63a8\u7406\u95ee\u9898\u4e0a\u7684\u6027\u80fd\uff0c\u4e3a\u4e86\u89e3\u51b3\u590d\u6742\u7684\u6570\u5b66\u63a8\u7406\u95ee\u9898\uff0c\u8db3\u591f\u7684\u7cbe\u5ea6\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002\u8fd9\u4e5f\u8bf4\u660e\uff0c\u5728\u5b9e\u9645\u90e8\u7f72\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4e0d\u80fd\u591f\u4e00\u5473\u8ffd\u6c42\u91cf\u5316\u5e26\u6765\u7684\u6548\u7387\uff0c\u4e5f\u8981\u8003\u8651\u5230\u5e94\u7528\u573a\u666f\uff0c\u91c7\u7528\u5408\u9002\u7684\u90e8\u7f72\u7b56\u7565\uff0c\u540c\u65f6\u517c\u987e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5b9e\u9645\u6027\u80fd\u548c\u8fd0\u884c\u6548\u7387\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-18-10\" target=\"_blank\">\u7cbe\u5ea6\u4e0e\u901a\u7528\u6027\u4e0d\u53ef\u517c\u5f97\uff0c\u5317\u5927\u534e\u4e3a\u7406\u8bba\u8bc1\u660e\u4f4e\u7cbe\u5ea6\u4e0bscaling law\u96be\u4ee5\u5b9e\u73b0<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u7cbe\u5ea6\u4e0e\u901a\u7528\u6027\u4e0d\u53ef\u517c\u5f97\uff0c [&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":[68,67],"class_list":["post-36717","post","type-post","status-publish","format-standard","hentry","category-news","tag-68","tag-67"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u7cbe\u5ea6\u4e0e\u901a\u7528\u6027\u4e0d\u53ef\u517c\u5f97\uff0c\u5317\u5927\u534e\u4e3a\u7406\u8bba\u8bc1\u660e\u4f4e\u7cbe\u5ea6\u4e0bscaling law\u96be\u4ee5\u5b9e\u73b0 - \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=36717\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/17aitech.com\/?p=36717\",\"url\":\"https:\/\/17aitech.com\/?p=36717\",\"name\":\"\u7cbe\u5ea6\u4e0e\u901a\u7528\u6027\u4e0d\u53ef\u517c\u5f97\uff0c\u5317\u5927\u534e\u4e3a\u7406\u8bba\u8bc1\u660e\u4f4e\u7cbe\u5ea6\u4e0bscaling law\u96be\u4ee5\u5b9e\u73b0 - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\/\/17aitech.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/17aitech.com\/?p=36717#primaryimage\"},\"image\":{\"@id\":\"https:\/\/17aitech.com\/?p=36717#primaryimage\"},\"thumbnailUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f23b254c3e5b0bc4b66ce027626c980a.png\",\"datePublished\":\"2025-01-16T21:01:14+00:00\",\"author\":{\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\/\/17aitech.com\/?p=36717#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/17aitech.com\/?p=36717\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/?p=36717#primaryimage\",\"url\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f23b254c3e5b0bc4b66ce027626c980a.png\",\"contentUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f23b254c3e5b0bc4b66ce027626c980a.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/17aitech.com\/?p=36717#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/17aitech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u7cbe\u5ea6\u4e0e\u901a\u7528\u6027\u4e0d\u53ef\u517c\u5f97\uff0c\u5317\u5927\u534e\u4e3a\u7406\u8bba\u8bc1\u660e\u4f4e\u7cbe\u5ea6\u4e0bscaling law\u96be\u4ee5\u5b9e\u73b0\"}]},{\"@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":"\u7cbe\u5ea6\u4e0e\u901a\u7528\u6027\u4e0d\u53ef\u517c\u5f97\uff0c\u5317\u5927\u534e\u4e3a\u7406\u8bba\u8bc1\u660e\u4f4e\u7cbe\u5ea6\u4e0bscaling law\u96be\u4ee5\u5b9e\u73b0 - \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=36717","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=36717","url":"https:\/\/17aitech.com\/?p=36717","name":"\u7cbe\u5ea6\u4e0e\u901a\u7528\u6027\u4e0d\u53ef\u517c\u5f97\uff0c\u5317\u5927\u534e\u4e3a\u7406\u8bba\u8bc1\u660e\u4f4e\u7cbe\u5ea6\u4e0bscaling law\u96be\u4ee5\u5b9e\u73b0 - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=36717#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=36717#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f23b254c3e5b0bc4b66ce027626c980a.png","datePublished":"2025-01-16T21:01:14+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=36717#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=36717"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=36717#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f23b254c3e5b0bc4b66ce027626c980a.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f23b254c3e5b0bc4b66ce027626c980a.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=36717#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"\u7cbe\u5ea6\u4e0e\u901a\u7528\u6027\u4e0d\u53ef\u517c\u5f97\uff0c\u5317\u5927\u534e\u4e3a\u7406\u8bba\u8bc1\u660e\u4f4e\u7cbe\u5ea6\u4e0bscaling law\u96be\u4ee5\u5b9e\u73b0"}]},{"@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\/36717","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=36717"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/36717\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=36717"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=36717"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=36717"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}