{"id":39371,"date":"2025-03-13T00:02:21","date_gmt":"2025-03-12T16:02:21","guid":{"rendered":"https:\/\/17aitech.com\/?p=39371"},"modified":"2025-03-13T00:02:21","modified_gmt":"2025-03-12T16:02:21","slug":"gpt4%e8%a7%84%e6%a8%a1%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%90%bd%e5%9c%b0%ef%bc%8cmeta%e6%8f%90exfm%e6%a1%86%e6%9e%b6%ef%bc%9a%e4%b8%87%e4%ba%bf%e5%8f%82%e6%95%b0%e5%9f%ba%e7%a1%80%e5%a4%a7%e6%a8%a1","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39371","title":{"rendered":"GPT4\u89c4\u6a21\u5927\u6a21\u578b\u843d\u5730\uff0cMeta\u63d0ExFM\u6846\u67b6\uff1a\u4e07\u4ebf\u53c2\u6570\u57fa\u7840\u5927\u6a21\u578b\u7684\u5de5\u4e1a\u7ea7\u843d\u5730\u6210\u4e3a\u53ef\u80fd"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-12-9\" target=\"_blank\">GPT4\u89c4\u6a21\u5927\u6a21\u578b\u843d\u5730\uff0cMeta\u63d0ExFM\u6846\u67b6\uff1a\u4e07\u4ebf\u53c2\u6570\u57fa\u7840\u5927\u6a21\u578b\u7684\u5de5\u4e1a\u7ea7\u843d\u5730\u6210\u4e3a\u53ef\u80fd<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0d257c2e2bd0c4ac710f680085dc43c3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-0d257c2e2bd0c4ac710f680085dc43c3.png\"><\/a><\/section>\n<section><strong>\u5982\u4f55\u8ba9\u4e07\u4ebf\u7ea7\u57fa\u7840\u5927\u6a21\u578b\u80fd\u591f\u9ad8\u6548\u3001\u4f4e\u6210\u672c\u5730\u670d\u52a1\u4e8e\u5927\u89c4\u6a21\u5de5\u4e1a\u7ea7\u5e94\u7528\uff0c\u5e76\u4e14\u8ba9\u80fd\u591f\u968f\u7740\u6a21\u578b\u89c4\u6a21\u7684\u63d0\u5347\uff08Scaling\uff09\u800c\u5f97\u5230\u6301\u7eed\u7684\u6027\u80fd\u589e\u957f\uff1f\u8fd9\u4e00\u76f4\u662f\u4f17\u591a\u4f01\u4e1a\u56f0\u6270\u826f\u4e45\u7684\u96be\u9898\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u7ebf\u5e7f\u544a\u63a8\u8350\u7cfb\u7edf\u662f\u4e92\u8054\u7f51\u5e73\u53f0\u7684\u6838\u5fc3\u670d\u52a1\u4e4b\u4e00\uff0c\u5176\u6a21\u578b\u6027\u80fd\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u4e0e\u5546\u4e1a\u4ef7\u503c\u3002\u8fd1\u5e74\u6765\uff0c\u968f\u7740 GPT-4\u3001 DeepSeek\u3001 Llama \u7b49\u4e07\u4ebf\u53c2\u6570\u57fa\u7840\u6a21\u578b\u7684\u6210\u529f\uff0c\u5de5\u4e1a\u754c\u548c\u5b66\u672f\u754c\u5f00\u59cb\u63a2\u7d22\u901a\u8fc7\u6a21\u578b\u89c4\u6a21\u5316\uff08Scaling\uff09\u7684\u65b9\u5f0f\u5efa\u7acb\u57fa\u7840\u5927\u6a21\u578b\u6765\u63d0\u5347\u63a8\u8350\u6548\u679c\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u53d7\u9650\u4e8e\u5176\u5de8\u989d\u8bad\u7ec3\u4ee5\u53ca\u8ba1\u7b97\u6210\u672c\uff0c\u4ee5\u53ca\u5de5\u4e1a\u7ea7\u5e7f\u544a\u5b9e\u65f6\u63a8\u8350\u5bf9\u5ef6\u65f6\u6027\u4ee5\u53ca\u90e8\u7f72\u8ba1\u7b97\u8d44\u6e90\u7684\u4e25\u683c\u8981\u6c42\uff0c\u57fa\u7840\u5927\u6a21\u578b\u51e0\u4e4e\u5f88\u96be\u88ab\u76f4\u63a5\u5730\u5e94\u7528\u4e8e\u5b9e\u65f6\u5e7f\u544a\u6392\u5e8f\u4ee5\u53ca\u63a8\u8350\u7cfb\u7edf\uff0c\u5c24\u5176\u662f\u8003\u8651\u5230\u5f88\u591a\u516c\u53f8\u65e0\u6cd5\u8d1f\u62c5\u5927\u89c4\u6a21\u7684 GPU \u6765\u670d\u52a1\u5de8\u91cf\u7528\u6237\u7fa4\u4f53\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0c\u76ee\u524d\u5de5\u4e1a\u754c\u5e7f\u6cdb\u8003\u8651\u8ba9\u57fa\u7840\u5927\u6a21\u578b\uff08Foundation Model\uff09\u7684\u80fd\u529b\u8fc1\u79fb\u5230\u7ebf\u4e0a\u5c0f\u6a21\u578b\uff08Vertical Model\uff09\u5f53\u4e2d\u4ee5\u63d0\u9ad8\u5728\u7ebf\u6a21\u578b\u7684\u80fd\u529b\uff0c\u4e14\u4e3b\u8981\u91c7\u7528\u6559\u5e08-\u5b66\u751f\u84b8\u998f\uff08teacher-student distillation\uff09\u3002\u4e0d\u8fc7\uff0c\u6b64\u7c7b\u89e3\u51b3\u65b9\u6848\u5728\u5e7f\u544a\u5de5\u4e1a\u4e2d\u7684\u5e94\u7528\u4f9d\u65e7\u9762\u4e34\u7740\u4e24\u5927\u957f\u671f\u88ab\u5ffd\u89c6\u7684\u6311\u6218\uff1a<strong>\u53d7\u9650\u7684\u8bad\u7ec3\/\u63a8\u7406\u9884\u7b97\uff0c\u4e0e\u52a8\u6001\u53d8\u5316\u7684\u6d41\u5f0f\u6570\u636e\u5206\u5e03<\/strong>\u3002\u8fd9\u4e9b\u6311\u6218\u7684\u5b58\u5728\u4f7f\u5f97\u5927\u6a21\u578b\u5bf9\u7ebf\u4e0a\u6a21\u578b\u7684\u5e2e\u52a9\u53d7\u9650\uff0c\u4e14\u65e0\u6cd5\u89c4\u6a21\u5316\u63d0\u5347\u7ebf\u4e0a\u6a21\u578b\u7684\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section>\u672c\u5468\uff0c\u5728 Meta AI \u7814\u7a76\u56e2\u961f\u63d0\u4ea4\u7684\u4e00\u7bc7\u8bba\u6587\u4e2d\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa <strong>External Large Foundation Model\uff08ExFM\uff09\u6846\u67b6<\/strong>\uff0c\u9996\u6b21\u7cfb\u7edf\u6027\u5730\u89e3\u51b3\u4e86\u4e0a\u8ff0\u95ee\u9898\uff0c\u6210\u529f\u652f\u6301\u4e07\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u5728\u5e7f\u544a\u63a8\u8350\u4e2d\u7684\u9ad8\u6548\u670d\u52a1\u3002\u636e\u6587\u7ae0\u63cf\u8ff0\uff0cExFM \u6846\u67b6\u5b9e\u73b0\u4e86\u4ee5\u4e0b SOTA \u6210\u679c\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u89c4\u6a21\u5316\u5927\u6a21\u578b\u53ca\u7ebf\u4e0a\u6a21\u578b\u7684\u8fed\u4ee3\u90e8\u7f72<\/strong>\uff1aExFM \u89e3\u8026\u4e86\u6559\u5e08\u6a21\u578b\u548c\u5b66\u751f\u6a21\u578b\u7684\u8fed\u4ee3\u548c\u90e8\u7f72\uff0c\u5728\u63a5\u8fd1\u4e8e 0 \u670d\u52a1\u6210\u672c\u7684\u60c5\u51b5\u4e0b\u6210\u529f\u90e8\u7f72\u4e07\u4ebf\u7ea7\u522b\u53c2\u6570\u7684\u5de5\u4e1a\u7ea7\u5927\u6a21\u578b\uff08\u7c7b GPT-4 \u89c4\u6a21\uff09\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u5de5\u4e1a\u754c\u53d7\u76ca\u4e8e\u5927\u6a21\u578b\u7684\u95e8\u69db\u548c\u6210\u672c\u3002ExFM \u521b\u65b0\u7684\u63d0\u51fa\u6570\u636e\u589e\u5f3a\u7cfb\u7edf\uff08DAS\uff09\uff0c\u4f7f\u5f97\u6a21\u578b\u5728\u7b49\u5f85\u7ebf\u4e0a\u7528\u6237\u7684\u771f\u5b9e\u8bad\u7ec3\u6807\u7b7e\uff08ground-truth label, \u5982\u7528\u6237\u6700\u7ec8\u7684\u70b9\u51fb\u6216\u8d2d\u4e70\u884c\u4e3a\uff09\u7684\u65f6\u95f4\u91cc\u5b8c\u6210\u6559\u5e08\u6a21\u578b\u7684\u53c2\u6570\u66f4\u65b0\u4e0e\u76f8\u5e94\u7684\u4f2a\u6807\u7b7e\u9884\u6d4b\uff0c\u8fbe\u5230\u5bf9\u670d\u52a1\u5ef6\u8fdf\u6ca1\u6709\u989d\u5916\u8981\u6c42\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u9ad8\u6548\u7684\u77e5\u8bc6\u8fc1\u79fb\u8f6c\u5316\u7387<\/strong>\uff1aExFM \u521b\u65b0\u5730\u63d0\u51fa\u4e86\u8f85\u52a9\u5934\uff08Auxiliary Head\uff09\u4ee5\u53ca\u5b66\u751f\u9002\u914d\u5668\uff08Student Adapter\uff09\u6765\u89e3\u8026\u6559\u5e08\u4e0e\u5b66\u751f\u6a21\u578b\uff0c\u51cf\u5c11\u6d41\u5f0f\u6570\u636e\u5206\u5e03\u53d8\u5316\u5bf9\u6559\u5e08\u6a21\u578b\u4e0e\u5b66\u751f\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5f15\u5165\u7684\u504f\u7f6e\u5bf9\u77e5\u8bc6\u8fc1\u79fb\u7684\u5f71\u54cd\uff0c\u4ece\u800c\u63d0\u9ad8\u6559\u5e08\u6a21\u578b\u5230\u5b66\u751f\u6a21\u578b\u7684\u77e5\u8bc6\u8fc1\u79fb\u8f6c\u5316\u7387\uff0c\u5e76\u5bf9\u6b64\u8fdb\u884c\u4e86\u76f8\u5e94\u7684\u7406\u8bba\u5206\u6790\u3002\u7ecf\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u8fd9\u4e24\u9879\u65b0\u6280\u672f\u5728\u5185\u90e8\u4ee5\u53ca\u516c\u5f00\u6570\u636e\u4e0a\u7686\u53d6\u5f97\u4e86 SOTA \u7684\u7ed3\u679c\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u5b9e\u73b0 1 \u5230 N \u7684\u77e5\u8bc6\u8fc1\u79fb\u8f6c\u5316<\/strong>\uff1a\u5728 ExFM \u7684\u8d4b\u80fd\u4e0b\uff0c\u4e0d\u540c\u9886\u57df\u3001\u4efb\u52a1\u3001\u9636\u6bb5\u91cc\u8d1f\u8d23\u5e7f\u544a\u6392\u5e8f\u7684\u7ebf\u4e0a\u6a21\u578b\u5747\u5b9e\u73b0\u4e86 SOTA \u8868\u73b0\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u65b0\u578b\u7684 Transfer Scaling Law<\/strong>\uff1a\u5728 ExFM \u7684\u8d4b\u80fd\u4e0b\uff0c\u5f53\u4e0d\u65ad\u8fed\u4ee3\u548c\u63d0\u5347\u57fa\u7840\u5927\u6a21\u578b\u7684\u6a21\u578b\u89c4\u6a21\u65f6\uff0c\u5176\u9ad8\u6548\u7684\u77e5\u8bc6\u8f6c\u5316\u7387\u4f7f\u5f97\u7ebf\u4e0a\u7684\u5e7f\u544a\u6392\u5e8f\u6a21\u578b\u7684\u6027\u80fd\u5448\u73b0\u51fa\u8fde\u7eed\u6570\u5e74\u7684\u6301\u7eed\u63d0\u5347\uff08\u56fe 1\uff09\uff0c\u4e14\u589e\u901f\u5728\u4e0d\u65ad\u6269\u5927\uff0c\u5c55\u793a\u4e86\u4e00\u79cd\u65b0\u578b\u7684 Transfer Scaling Law\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c297dc0d2f9a78a76aeabd7e0eb8ddaf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c297dc0d2f9a78a76aeabd7e0eb8ddaf.png\"><\/a><\/section>\n<section><em><sup>\u56fe 1\uff1a\u5185\u90e8\u6570\u636e\u4e0a\u57fa\u4e8e\u4e0d\u540c\u89c4\u6a21\u7684 FM \u5bf9 VM \u8fdb\u884c\u8fed\u4ee3\u4e0b\u53d6\u5f97\u7684 NE \u589e\u76ca\uff08\u65f6\u95f4\u8de8\u5ea6\u4ece 2023 \u5e74\u81f3 2024 \u5e74\uff09\u30021X \u7b49\u4e8e 60 Million training FLOPs\uff0c1T \u6307 1 Trillion\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u76ee\u524d\u8be5\u8bba\u6587\u5df2\u88ab WWW 2025 Industrial Track \u5f55\u7528\u4e3a\u53e3\u5934\u62a5\u544a (Oral Presentation\uff0c\u6839\u636e\u5f80\u5e74\u6570\u636e\u4e00\u822c\u4e3a top 10% \u7684\u8bba\u6587)\u3002\u672c\u6587\u5c06\u6df1\u5165\u89e3\u6790\u8fd9\u4e00\u6280\u672f\u7a81\u7834\u7684\u6838\u5fc3\u601d\u60f3\u4e0e\u521b\u65b0\u5b9e\u8df5\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9e6ba2e6cdc0f877b97c261f1110c3df.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9e6ba2e6cdc0f877b97c261f1110c3df.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aExternal Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2502.17494<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u89c4\u6a21\u5316\u7684\u9690\u5f62\u95e8\u69db<\/strong><\/section>\n<section><strong>\u5de5\u4e1a\u7ea7\u63a8\u8350\u7684\u4e24\u5927\u6311\u6218<\/strong><\/section>\n<section><\/section>\n<section>\u73b0\u6709\u5e7f\u544a\u63a8\u8350\u65b9\u9762\u7684\u7814\u7a76\u591a\u805a\u7126\u4e8e\u6a21\u578b\u67b6\u6784\u521b\u65b0\u4e0e\u53c2\u6570\u89c4\u6a21\u6269\u5c55\uff0c\u4f46\u5de5\u4e1a\u573a\u666f\u7684\u7279\u6b8a\u6027\u5bfc\u81f4\u7ebf\u4e0a\u90e8\u7f72\u7684\u6a21\u578b\u4f1a\u9762\u4e34\u4ee5\u4e0b\u4e24\u4e2a\u4e3b\u8981\u6311\u6218\uff1a<\/section>\n<section><\/section>\n<section><strong>1. (C-1) \u5927\u6d41\u91cf\u4e0b\u4e25\u683c\u7684\u5ef6\u8fdf\u9650\u5236<\/strong><\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5e7f\u544a\u63a8\u8350\u9700\u5728\u6beb\u79d2\u7ea7\u54cd\u5e94\u4e2d\u4ece\u6d77\u91cf\u5019\u9009\u5e7f\u544a\uff08O (100K)\uff09\u4e2d\u5b9e\u65f6\u7b5b\u9009\uff0c\u6a21\u578b\u63a8\u7406\u5ef6\u8fdf\u5c06\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u3002<\/section>\n<\/li>\n<li>\n<section>\u4f20\u7edf\u77e5\u8bc6\u84b8\u998f\uff08KD\uff09\u9700\u8054\u5408\u8bad\u7ec3\u5e08\u751f\u6a21\u578b\uff0c\u663e\u8457\u589e\u52a0\u8ba1\u7b97\u6210\u672c\u548c\u7ebf\u4e0a\u6a21\u578b\u66f4\u65b0\u8fed\u4ee3\u7684\u5ef6\u8fdf\uff0c\u65e0\u6cd5\u6ee1\u8db3\u5de5\u4e1a\u7ea7\u6a21\u578b\u5b9e\u65f6\u66f4\u65b0\u7684\u9700\u6c42\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>2. (C-2) \u6d41\u5f0f\u6570\u636e\u7684\u52a8\u6001\u6f02\u79fb<\/strong><\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u7528\u6237\u4e0e\u5e7f\u544a\u6570\u91cf\u4f1a\u51fa\u73b0\u5927\u89c4\u6a21\u7684\u5b9e\u65f6\u589e\u51cf\uff0c\u8fd9\u5bfc\u81f4\u6570\u636e\u5206\u5e03\u6301\u7eed\u53d8\u5316\u3002\u4f20\u7edf\u591a\u8f6e\u8bad\u7ec3\u6613\u51fa\u73b0\u8fc7\u65f6\uff0c\u5177\u4f53\u6307\u7684\u662f\u7ebf\u4e0a\u6a21\u578b\u66f4\u65b0\u5b8c\u6210\u7684\u65f6\u95f4\u70b9\u843d\u540e\u4e8e\u5373\u65f6\u6570\u636e\u5230\u8fbe\u7684\u65f6\u95f4\u70b9\u800c\u4f7f\u5f97\u5927\u91cf\u5b9e\u65f6\u6570\u636e\u65e0\u6cd5\u88ab\u7eb3\u5165\u8bad\u7ec3\uff0c\u5bfc\u81f4\u6a21\u578b\u8bad\u7ec3\u540e\u6027\u80fd\u4e0d\u8db3\u3002\u5e76\u4e14\u591a\u8f6e\u8bad\u7ec3\u7684\u8ba1\u7b97\u4ee3\u4ef7\u9ad8\u6602\uff0c\u8fd9\u662f\u56e0\u4e3a\u5b9e\u65f6\u6570\u636e\u7684\u89c4\u6a21\u5f02\u5e38\u5e9e\u5927\u4e14\u4e0e\u65e5\u4ff1\u589e\u3002<\/section>\n<\/li>\n<li>\n<section>\u6559\u5e08\u6a21\u578b\uff0c\u5982\u57fa\u7840\u6a21\u578b\uff08FM\uff09\uff0c\u4e0e\u5782\u76f4\u6a21\u578b\uff08VM\uff09\u95f4\u7684<strong>\u8de8\u57df\u504f\u5dee<\/strong>\u4e0e<strong>\u65b0\u9c9c\u5ea6\u5dee\u5f02<\/strong>\u8fdb\u4e00\u6b65\u52a0\u5267\u6027\u80fd\u8870\u51cf\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5d1d9c1689a4592563147c6e42ef27cd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5d1d9c1689a4592563147c6e42ef27cd.png\"><\/a><em><sup>\u56fe 2\uff1a\uff08a\uff09\u8054\u5408\u84b8\u998f\uff08Co-Distillation\uff09\u4e0e\u5916\u90e8\u84b8\u998f\uff08External Distillation\uff09\uff1b\uff08b\uff09\u6d41\u5f0f\u6570\u636e\u4e0b\u7684\u6a21\u578b\u8fed\u4ee3\u66f4\u65b0\u793a\u610f\u56fe\uff1b\uff08c\uff09ExFM \u6846\u67b6\uff0c\u4ee5\u4e00\u6b21\u6a21\u578b\u8fed\u4ee3\u4e3a\u4f8b\u7684\u793a\u610f\u56fe\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u89e3\u51b3\u6311\u6218 C-1\uff0c\u5e38\u89c1\u7684\u89e3\u51b3\u624b\u6bb5\u57fa\u4e8e\u77e5\u8bc6\u84b8\u998f\uff0c\u5982\u679c\u56fe 2\uff08a\uff09\u6240\u793a\uff0c\u5373\u628a\u4e00\u4e2a\u53c2\u6570\u91cf\u5927\u7684\u6559\u5e08\u6a21\u578b\u4e0e\u4e00\u4e2a\u53c2\u6570\u91cf\u5c0f\u7684\u5b66\u751f\u6a21\u578b\u8fdb\u884c\u8054\u5408\u8bad\u7ec3\uff0c\u800c\u5b66\u751f\u6a21\u578b\u4f1a\u7528\u4e8e\u5728\u7ebf\u5e7f\u544a\u63a8\u8350\u3002\u7136\u800c\u5728\u73b0\u5b9e\u573a\u666f\u4e2d\uff0c\u8054\u5408\u8bad\u7ec3\u5c06\u589e\u52a0\u5b66\u751f\u6a21\u578b\u7684\u8bad\u7ec3\u590d\u6742\u5ea6\u4ee5\u81f3\u4e8e\u65e0\u6cd5\u6ee1\u8db3\u5de5\u4e1a\u7ea7\u5e94\u7528\u5bf9\u5728\u7ebf\u6a21\u578b\u8fdb\u884c\u66f4\u65b0\u8bad\u7ec3\u7684\u5ef6\u65f6\u8981\u6c42\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5e7f\u544a\u63a8\u8350\u5f80\u5f80\u6d89\u53ca\u591a\u4e2a\u5728\u7ebf\u670d\u52a1\u6a21\u578b\uff0c\u6bcf\u4e00\u4e2a\u6a21\u578b\u9700\u8981\u8d1f\u8d23\u7279\u5b9a\u7684\u9636\u6bb5\u7684\u5e7f\u544a\u6392\u5e8f\u4efb\u52a1\u3002\u82e5\u5bf9\u6bcf\u4e2a\u670d\u52a1\u6a21\u578b\u90fd\u5efa\u7acb\u5bf9\u5e94\u7684\u6559\u5e08\u6a21\u578b\u5c06\u975e\u5e38\u4f4e\u6548\u4e14\u65e0\u6cd5\u89c4\u6a21\u5316\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0c\u672c\u6587\u8ba4\u4e3a\u4e00\u4e2a\u7406\u60f3\u7684\u6559\u5e08\u6a21\u578b\u5e94\u8be5\u6ee1\u8db3\u4ee5\u4e0b\u4e24\u70b9\u9700\u6c42\uff1a<\/section>\n<section><\/section>\n<ol>\n<li>\n<section>\u6559\u5e08\u6a21\u578b\u5e94\u8be5\u72ec\u7acb\u4e8e\u5b66\u751f\u6a21\u578b\uff0c\u5373\u8fdb\u884c\u5916\u90e8\u6574\u7406\uff0c\u5982\u56fe 2\uff08a\uff09\u6240\u793a\u3002<\/section>\n<\/li>\n<li>\n<section>\u6559\u5e08\u6a21\u578b\u5e94\u8be5\u50cf\u4e00\u4e2a\u57fa\u7840\u6a21\u578b\u4e00\u6837\u6ee1\u8db3 1-to-N\uff0c\u5373\u4e00\u4e2a\u6559\u5e08\u6a21\u578b\u53ef\u4ee5\u5e2e\u52a9\u591a\u4e2a\u4e0d\u540c\u65b9\u5411\u7684\u5b66\u751f\u6a21\u578b\u7684\u6027\u80fd\u63d0\u5347\u3002<\/section>\n<\/li>\n<\/ol>\n<section><\/section>\n<section>\u7136\u800c\u5728\u7ebf\u5e7f\u544a\u5de5\u4e1a\u4e2d\u7684\u6d41\u5f0f\u53ca\u52a8\u6001\u53d8\u5316\u7684\u6570\u636e\u5206\u5e03\uff08\u6311\u6218 C-2\uff09\u4f7f\u5f97\u5b9e\u73b0\u7406\u60f3\u7684\u6559\u5e08\u6a21\u578b\u53d8\u5f97\u76f8\u5f53\u56f0\u96be\u3002\u5982\u56fe 2\uff08b\uff09\u6240\u793a\uff0c\u6a21\u578b\u9700\u8981\u6301\u7eed\u8bad\u7ec3\u4ee5\u5e94\u5bf9\u4e0d\u65ad\u51fa\u73b0\u7684\u5206\u5e03\u6f02\u79fb\u3002\u5bf9\u6b64 Meta \u5185\u90e8\u6570\u636e\u663e\u793a\uff0c\u82e5\u6a21\u578b\u505c\u6b62\u66f4\u65b0\uff0c\u5176\u5f52\u4e00\u5316\u71b5\u635f\u5931\uff08NE\uff09\u968f\u5ef6\u8fdf\u65f6\u95f4\u5448\u6307\u6570\u7ea7\u4e0a\u5347\uff08\u5982\u56fe 3 \u6240\u793a\uff09\u3002\u8fd9\u8feb\u4f7f\u5de5\u4e1a\u7cfb\u7edf\u5fc5\u987b\u5728\u300c\u6a21\u578b\u89c4\u6a21\u300d\u4e0e\u300c\u670d\u52a1\u6548\u7387\u300d\u95f4\u5bfb\u6c42\u5e73\u8861\u3002<\/section>\n<section><em><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f7654f3af400f425e2b62fe60b61eff3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f7654f3af400f425e2b62fe60b61eff3.png\"><\/a><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 3\uff1a\u70b9\u51fb\u7387\u9884\u6d4b\uff08CTR\uff09\u968f\u7740\u6a21\u578b\u66f4\u65b0\u5ef6\u8fdf\u800c\u51fa\u73b0\u4e25\u91cd\u7684\u4e0b\u6ed1\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u89e3\u51b3\u4e0a\u8ff0\u7684\u6311\u6218\uff0c\u672c\u6587\u63d0\u51fa ExFM \u6846\u67b6\u3002ExFM\u7684\u6838\u5fc3\u601d\u60f3\u662f\u901a\u8fc7<strong>\u5916\u90e8\u84b8\u998f<\/strong>\u5c06\u57fa\u7840\u6a21\u578b\uff08FM\uff09\u7684\u77e5\u8bc6\u9ad8\u6548\u8fc1\u79fb\u81f3\u591a\u4e2a\u5782\u76f4\u6a21\u578b\uff08VM\uff09\uff0c\u5e76\u7ed3\u5408\u52a8\u6001\u9002\u914d\u673a\u5236\u5e94\u5bf9\u6570\u636e\u6f02\u79fb\u3002\u8be5\u6846\u67b6\u7684\u6838\u5fc3\u4f18\u52bf\u5305\u62ec\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u96f6\u989d\u5916\u63a8\u7406\u5ef6\u8fdf<\/strong>\uff1a\u901a\u8fc7\u5916\u90e8\u84b8\u998f\u4e0e\u6570\u636e\u589e\u5f3a\u7cfb\u7edf\uff08DAS\uff09\uff0c\u4e07\u4ebf FM \u7684\u9884\u6d4b\u79bb\u7ebf\u751f\u6210\uff0cVM \u670d\u52a1\u5ef6\u8fdf\u4e0e\u57fa\u7ebf\u6301\u5e73\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u52a8\u6001\u9002\u5e94\u80fd\u529b<\/strong>\uff1a\u6d41\u5f0f\u8bad\u7ec3\u4e0e\u9002\u914d\u5668\u8bbe\u8ba1\u4f7f\u6a21\u578b\u6301\u7eed\u9002\u5e94\u6570\u636e\u5206\u5e03\u53d8\u5316\uff0cNE \u589e\u76ca\u80fd\u591f\u968f\u7740\u65f6\u95f4\u63a8\u79fb\u4ee5\u66f4\u5927\u589e\u901f\u8fdb\u884c\u6269\u5927\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>ExFM \u6846\u67b6<\/strong><\/section>\n<section><strong>\u5916\u90e8\u84b8\u998f\u4e0e\u52a8\u6001\u9002\u5e94\u7684\u53cc\u91cd\u9769\u65b0<\/strong><\/section>\n<section><\/section>\n<section>\u5177\u4f53\u800c\u8a00\uff0cExFM \u7684\u6280\u672f\u67b6\u6784\u5982\u56fe 2 (c) \u6240\u793a\uff0c\u5305\u542b\u56db\u5927\u521b\u65b0\u6a21\u5757\uff1a<\/section>\n<section><\/section>\n<section><strong>1. \u5916\u90e8\u84b8\u998f\u4e0e\u6570\u636e\u589e\u5f3a\u7cfb\u7edf\uff08DAS\uff0c \u89c1\u56fe 4\uff09<\/strong><\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u89e3\u8026\u5e08\u751f\u8bad\u7ec3<\/strong>\uff1aFM \u72ec\u7acb\u4e8e VM \u8bad\u7ec3\uff0c\u901a\u8fc7\u79bb\u7ebf\u751f\u6210\u9884\u6d4b\u6807\u7b7e\u4f5c\u4e3a\u76d1\u7763\u4fe1\u53f7\uff0c\u907f\u514d\u8054\u5408\u8bad\u7ec3\u7684\u8ba1\u7b97\u5f00\u9500\u3002<\/section>\n<\/li>\n<li>\n<section><strong>1:N \u8d44\u6e90\u5171\u4eab<\/strong>\uff1aFM \u805a\u5408\u591a\u4e2a VM \u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\uff0c\u4ee5\u300c\u57fa\u7840\u6a21\u578b\u300d\u5f62\u5f0f\u670d\u52a1\u591a\u4e2a\u5782\u76f4\u573a\u666f\uff0c\u663e\u8457\u644a\u8584\u6784\u5efa\u6210\u672c\u3002<\/section>\n<\/li>\n<li>\n<section><strong>DAS \u7cfb\u7edf\u8bbe\u8ba1<\/strong>\uff1a\u901a\u8fc7\u5206\u5e03\u5f0f\u5feb\u7167\u7ba1\u7406\uff08Zeus\uff09\u4e0e\u6570\u636e\u6d41\u6c34\u7ebf\u4f18\u5316\uff0c\u5b9e\u73b0 FM \u9884\u6d4b\u7684\u5b9e\u65f6\u8bb0\u5f55\u4e0e\u9ad8\u6548\u5206\u53d1\uff0c\u786e\u4fdd VM \u8bad\u7ec3\u6570\u636e\u59cb\u7ec8\u5305\u542b\u6700\u65b0 FM \u77e5\u8bc6\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-00df7284dee31910110373543b28829c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-00df7284dee31910110373543b28829c.png\"><\/a><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 4\uff1a\u6570\u636e\u589e\u5f3a\u7cfb\u7edf\uff08Data Augmentation Service\uff0cDAS\uff09<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>2. \u8f85\u52a9\u5934<\/strong><\/section>\n<section><\/section>\n<section>\u4f20\u7edf\u84b8\u998f\u5c06 FM \u9884\u6d4b\u4e0e\u771f\u5b9e\u6807\u7b7e\u901a\u8fc7\u540c\u4e00\u5934\u90e8\u878d\u5408\uff0c\u5bfc\u81f4\u504f\u5dee\u4f20\u9012\u3002ExFM \u521b\u65b0\u6027\u5f15\u5165<strong>\u72ec\u7acb\u8f85\u52a9\u5934<\/strong>\uff08\u56fe 5a\uff09\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u89e3\u8026\u76d1\u7763\u4fe1\u53f7<\/strong>\uff1a\u771f\u5b9e\u6807\u7b7e\u7531\u670d\u52a1\u5934\u5904\u7406\uff0cFM \u9884\u6d4b\u7531\u8f85\u52a9\u5934\u5904\u7406\uff0c\u963b\u65ad\u504f\u5dee\u4f20\u64ad\u8def\u5f84\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u68af\u5ea6\/\u6807\u7b7e\u7f29\u653e\u6280\u672f<\/strong>\uff1a\u901a\u8fc7\u653e\u5927 FM \u9884\u6d4b\u7684\u68af\u5ea6\u5f71\u54cd\u4e0e\u6807\u7b7e\u5e45\u503c\uff0c\u89e3\u51b3\u5e7f\u544a\u70b9\u51fb\u6570\u636e\u7684\u957f\u5c3e\u5206\u5e03\u96be\u9898\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u6587\u4e2d\u5bf9\u6b64\u8fdb\u884c\u7406\u8bba\u5206\u6790\u663e\u793a\uff0c\u8f85\u52a9\u5934\u53ef\u786e\u4fdd VM \u5728\u771f\u5b9e\u6807\u7b7e\u4efb\u52a1\u4e0a\u6536\u655b\u81f3\u6700\u4f18\u89e3\uff0c\u800c\u4f20\u7edf\u5355\u5934\u67b6\u6784\u56e0\u504f\u5dee\u4f20\u9012\u65e0\u6cd5\u5b9e\u73b0\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-da352a228909de821c3141e52282c7db.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-da352a228909de821c3141e52282c7db.png\"><\/a><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 5\uff1a\uff08a\uff09\u8f85\u52a9\u5934\uff08Auxiliary Head\uff09\uff08b\uff09\u5b66\u751f\u9002\u914d\u5668\uff08Student Adapter\uff09<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>3. \u5b66\u751f\u9002\u914d\u5668\uff08Student Adapter\uff09<\/strong><\/section>\n<section><\/section>\n<section>\u9488\u5bf9 FM \u4e0e VM \u95f4\u7684<strong>\u65b0\u9c9c\u5ea6\u5dee\u5f02<\/strong>\uff0cExFM \u63d0\u51fa\u8f7b\u91cf\u7ea7\u9002\u914d\u6a21\u5757\uff08\u56fe 5b\uff09\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u52a8\u6001\u6821\u6b63\u673a\u5236<\/strong>\uff1a\u901a\u8fc7\u5c0f\u578b MLP \u7f51\u7edc\u5b9e\u65f6\u8c03\u6574 FM \u9884\u6d4b\uff0c\u4f7f\u5176\u9002\u914d VM \u7684\u5f53\u524d\u6570\u636e\u5206\u5e03\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u7406\u8bba\u4fdd\u969c<\/strong>\uff1a\u6587\u4e2d\u7ed9\u51fa\u7406\u8bba\u5206\u6790\u8868\u660e\uff0c\u9002\u914d\u5668\u53ef\u5c06\u6a21\u578b\u504f\u5dee\u964d\u4f4e\uff0c\u663e\u8457\u4f18\u4e8e\u4f20\u7edf\u65b9\u6cd5\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>4. \u6d41\u5f0f\u8bad\u7ec3\u8303\u5f0f<\/strong><\/section>\n<section><\/section>\n<ul>\n<li>\n<section>FM \u4e0e VM \u5747\u91c7\u7528\u5355\u8f6e\u6d41\u5f0f\u8bad\u7ec3\uff0c\u6bcf\u65e5\u5904\u7406\u8d85 3000 \u4ebf\u6837\u672c\uff0c\u6a21\u578b\u53c2\u6570\u9010\u65e5\u8fed\u4ee3\u66f4\u65b0\u3002<\/section>\n<\/li>\n<li>\n<section>\u7cfb\u7edf\u652f\u6301\u5206\u949f\u7ea7\u5feb\u7167\u5207\u6362\uff0c\u786e\u4fdd\u670d\u52a1\u9ad8\u53ef\u7528\u6027\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/section>\n<section><strong>\u6027\u80fd\u98de\u8dc3\u4e0e\u5de5\u4e1a\u9a8c\u8bc1<\/strong><\/section>\n<section><\/section>\n<section>ExFM \u5728 Meta \u5185\u90e8\u6570\u636e\u96c6\u4e0e\u516c\u5f00\u6570\u636e\u96c6\uff08TaobaoAd\u3001Amazon \u7b49\uff09\u4e0a\u5747\u53d6\u5f97\u663e\u8457\u6548\u679c\uff1a<\/section>\n<section><\/section>\n<section><strong>1. \u5355 VM \u6027\u80fd\u63d0\u5347<\/strong><\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5185\u90e8\u573a\u666f\u4e2d\uff0c3.2 \u4e07\u4ebf\u53c2\u6570\u7684 FM \u4f7f VM \u7684\u5f52\u4e00\u5316\u71b5\uff08NE\uff09\u6301\u7eed\u964d\u4f4e\uff0c\u6027\u80fd\u589e\u76ca\u968f\u8bad\u7ec3\u6570\u636e\u91cf\u589e\u957f\u5448\u7c7b\u6307\u6570\u4e0a\u5347\uff08\u56fe 1\uff09\u3002<\/section>\n<\/li>\n<li>\n<section>\u516c\u5f00\u6570\u636e\u96c6\u4e0a\uff08\u8868 1\uff09\uff0cExFM \u5728\u4e0d\u540c FM-VM \u7ec4\u5408\u5747\u53d6\u5f97\u6027\u80fd\u7684\u63d0\u5347\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-16ca161d2ad338857228965aca20f339.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-16ca161d2ad338857228965aca20f339.png\"><\/a><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u8868 1\uff1a\u516c\u5f00\u6570\u636e\u96c6\u4e0a\u7684\u8868\u73b0<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>2. \u8de8\u573a\u666f\u6cdb\u5316\u80fd\u529b<\/strong><\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5355\u4e00 FM \u53ef\u540c\u65f6\u670d\u52a1\u5e7f\u544a\u7cfb\u7edf\u7684<strong>\u53ec\u56de\u3001\u7c97\u6392\u3001\u7cbe\u6392<\/strong>\u591a\u9636\u6bb5 VM\uff08\u56fe 6\uff09\uff0cNE \u589e\u76ca\u8fbe 0.11%-0.25%\u3002<\/section>\n<\/li>\n<li>\n<section>\u5728\u8de8\u57df\uff08\u8868 4\uff09\u4e0e\u591a\u4efb\u52a1\uff08\u8868 5\uff09\u573a\u666f\u4e2d\uff0cExFM \u5747\u663e\u8457\u4f18\u4e8e\u65e0 FM \u57fa\u7ebf\uff0c\u9a8c\u8bc1\u5176\u901a\u7528\u6027\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3d2c757152a35214b351e9d278c24d23.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3d2c757152a35214b351e9d278c24d23.png\"><\/a><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 6\uff1a\u5185\u90e8\u6570\u636e\u4e0a 1000X\uff0c3.2T FM \u5bf9 \u8de8\u9636\u6bb5\uff08cross-stage\uff09 VM \u7684 NE \u589e\u76ca<\/sup><\/em><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9bf640a87580e446db54ed702a773688.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-9bf640a87580e446db54ed702a773688.png\"><\/a><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u8868 4\uff08\u5de6\uff09\u53ca \u8868 5\uff08\u53f3\uff09\uff1a\u516c\u5f00\u6570\u636e\u96c6\u4e0a FM \u5bf9\u8de8\u57df\u4ee5\u53ca\u8de8\u4efb\u52a1\u7684 VM \u7684\u6027\u80fd\u63d0\u5347<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>3. \u6a21\u5757\u6d88\u878d\u5b9e\u9a8c<\/strong><\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u8f85\u52a9\u5934\uff08AH\uff09\u8d21\u732e\u4e3b\u8981\u6027\u80fd\u589e\u76ca\uff0c\u4f7f\u5b66\u751f\u6a21\u578b NE \u964d\u4f4e 4%\uff08\u56fe 7\uff09\u3002<\/section>\n<\/li>\n<li>\n<section>\u5b66\u751f\u9002\u914d\u5668\uff08SA\uff09\u5728 FM \u66f4\u65b0\u5ef6\u8fdf\u65f6\u4ecd\u80fd\u7ef4\u6301 0.08% \u7684 NE \u589e\u76ca\uff08\u56fe 8\uff09\uff0c\u4f46\u5176\u6548\u679c\u4f9d\u8d56 FM \u7684\u6301\u7eed\u8fed\u4ee3\uff08\u56fe 9\uff09\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f8d25b4ad72f1a3d3b8167971dbeda1f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f8d25b4ad72f1a3d3b8167971dbeda1f.png\"><\/a><em><sup>\u56fe 7\uff08\u5de6\uff09\uff1a\u5bf9 1000X 3.2T \u7684 FM \u589e\u52a0\u8f85\u52a9\u5934\uff08AH\uff09\u540e\u7684 NE \u53d8\u5316\uff1b \u00a0\u56fe 8\uff08\u53f3\uff09\uff1a\u5bf9 1800X\uff0c2.2T \u7684 FM \u589e\u52a0\u5b66\u751f\u9002\u914d\u5668\uff08SA\uff09\u540e\u7684 NE \u53d8\u5316<\/sup><\/em><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3c60a269b16f189b969a794ce416b51b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-3c60a269b16f189b969a794ce416b51b.png\"><\/a><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 9\uff1a\u516c\u5f00\u6570\u636e\u96c6\u4e0a\uff0c\u5f53 FM \u7684\u66f4\u65b0\u51fa\u73b0\u5ef6\u8fdf\u7684\u65f6\uff0c\u5b66\u751f\u9002\u914d\u5668\u7684\u6027\u80fd\u53d8\u5316<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u7ed3\u8bba<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u672c\u8bba\u6587\u4e2d\uff0cMeta AI \u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86 ExFM \u6846\u67b6\u4ee5\u5b9e\u73b0\u4e07\u4ebf\u53c2\u6570\u91cf\u7684\u57fa\u7840\u5927\u6a21\u578b\u5bf9\u5b9e\u65f6\u5e7f\u544a\u63a8\u8350\u6a21\u578b\u8fdb\u884c\u6301\u7eed\u3001\u89c4\u6a21\u5316\u7684\u6027\u80fd\u63d0\u5347\u3002\u964d\u4f4e\u4e86LLM\u89c4\u6a21\u7684\u5927\u6a21\u578b\u5728 recsys domain \u7684\u95e8\u69db\uff0c\u5f00\u542f\u4e86\u300cfoundation model for RecSys \u300d\u9886\u57df\u7684\u65f6\u4ee3\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-12-9\" target=\"_blank\">GPT4\u89c4\u6a21\u5927\u6a21\u578b\u843d\u5730\uff0cMeta\u63d0ExFM\u6846\u67b6\uff1a\u4e07\u4ebf\u53c2\u6570\u57fa\u7840\u5927\u6a21\u578b\u7684\u5de5\u4e1a\u7ea7\u843d\u5730\u6210\u4e3a\u53ef\u80fd<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:GPT4\u89c4\u6a21\u5927\u6a21\u578b\u843d\u5730 [&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 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