{"id":36105,"date":"2025-01-06T02:00:13","date_gmt":"2025-01-05T18:00:13","guid":{"rendered":"https:\/\/17aitech.com\/?p=36105"},"modified":"2025-01-06T02:00:13","modified_gmt":"2025-01-05T18:00:13","slug":"%e5%8c%97%e5%a4%a7%e6%9e%97%e5%ae%99%e8%be%b0%e5%9b%a2%e9%98%9f%e5%85%a8%e6%96%b0%e6%b7%b7%e5%90%88%e5%ba%8f%e5%88%97%e5%bb%ba%e6%a8%a1%e6%9e%b6%e6%9e%84mixcon%ef%bc%9a%e6%80%a7%e8%83%bd%e8%bf%9c","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36105","title":{"rendered":"\u5317\u5927\u6797\u5b99\u8fb0\u56e2\u961f\u5168\u65b0\u6df7\u5408\u5e8f\u5217\u5efa\u6a21\u67b6\u6784MixCon\uff1a\u6027\u80fd\u8fdc\u8d85Mamba"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-15-2\" target=\"_blank\">\u5317\u5927\u6797\u5b99\u8fb0\u56e2\u961f\u5168\u65b0\u6df7\u5408\u5e8f\u5217\u5efa\u6a21\u67b6\u6784MixCon\uff1a\u6027\u80fd\u8fdc\u8d85Mamba<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-e510ac25a968e754f93e7043f28f26b2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-e510ac25a968e754f93e7043f28f26b2.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<section><\/section>\n<section>\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8bed\u97f3\u8bc6\u522b\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u7b49\u4f17\u591a\u9886\u57df\u4e2d\uff0c\u5e8f\u5217\u5efa\u6a21\u662f\u4e00\u9879\u81f3\u5173\u91cd\u8981\u7684\u4efb\u52a1\u3002\u7136\u800c\uff0c\u73b0\u6709\u7684\u6a21\u578b\u5728\u6355\u6349\u957f\u7a0b\u4f9d\u8d56\u5173\u7cfb\u548c\u9ad8\u6548\u5efa\u6a21\u5e8f\u5217\u65b9\u9762\u4ecd\u9762\u4e34\u8bf8\u591a\u6311\u6218\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0c\u5317\u4eac\u5927\u5b66\u6797\u5b99\u8fb0\u3001\u5f90\u946b\u63d0\u51fa\u4e86\u4e00\u79cd<strong>\u5168\u65b0\u6df7\u5408\u5e8f\u5217\u5efa\u6a21\u67b6\u6784 \u2014\u2014MixCon<\/strong>\uff0c\u5b83\u4e3a\u89e3\u51b3\u8fd9\u4e9b\u96be\u9898\u5e26\u6765\u4e86\u521b\u65b0\u6027\u7684\u65b9\u6848\u3002\u7ecf\u5b9e\u9a8c\u9a8c\u8bc1\uff0c\u5176\u6027\u80fd\u8fdc\u8d85 Mixtral\u3001Mamba \u548c Jamba\u3002\u8bba\u6587\u5df2\u5728 European Conference on Artificial Intelligence (ECAI) 2024 \u4e0a\u53d1\u8868\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f8a8172ae784409a4d0a57ff38ad7d5a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-f8a8172ae784409a4d0a57ff38ad7d5a.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aMixCon: A Hybrid Architecture for Efficient and Adaptive Sequence Modeling<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/zhouchenlin.github.io\/Publications\/2024-ECAI-MixCon.pdf<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u4e00\u3001\u73b0\u6709\u5e8f\u5217\u5efa\u6a21\u6a21\u578b\u7684\u56f0\u5883<\/strong><\/section>\n<section><\/section>\n<section><strong>\u7ebf\u6027\u6ce8\u610f\u529b Transformer<\/strong><\/section>\n<section><\/section>\n<section>\u7ebf\u6027\u6ce8\u610f\u529b Transformer \u65e8\u5728\u901a\u8fc7\u8fd1\u4f3c\u6ce8\u610f\u529b\u673a\u5236\u6765\u63d0\u9ad8\u539f\u59cb Transformer \u6a21\u578b\u7684\u6548\u7387\uff0c\u5c06\u8ba1\u7b97\u590d\u6742\u5ea6\u4ece<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-3d2dc610631a266d14cf8c606d308a46.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-3d2dc610631a266d14cf8c606d308a46.png\"><\/a>\u964d\u4f4e\u5230<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-b00aed9e3064db113264b090aff1212a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-b00aed9e3064db113264b090aff1212a.png\"><\/a>\u6216<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-8103581bbac912e161a013124affb88d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-8103581bbac912e161a013124affb88d.png\"><\/a>\uff0c\u4f46\u5728\u5904\u7406\u957f\u5e8f\u5217\u65f6\u53ef\u80fd\u4f1a\u9762\u4e34\u6027\u80fd\u4e0b\u964d\u548c\u8ba1\u7b97\u5f00\u9500\u589e\u52a0\u7684\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u4f8b\u5982\uff0c\u65e9\u671f\u5229\u7528\u5c40\u90e8\u654f\u611f\u54c8\u5e0c\u65b9\u6848\u867d\u964d\u4f4e\u590d\u6742\u5ea6\uff0c\u4f46\u5f15\u5165\u5927\u5e38\u6570\u56e0\u5b50\uff1b\u8fd1\u671f\u901a\u8fc7\u6539\u53d8\u8ba1\u7b97\u987a\u5e8f\u7b49\u65b9\u6cd5\u8fd1\u4f3c Softmax \u51fd\u6570\uff0c\u4f46\u4ecd\u5b58\u5728\u6027\u80fd\u4e0d\u5982 Softmax \u6ce8\u610f\u529b\u4e14\u53ef\u80fd\u589e\u52a0\u989d\u5916\u5f00\u9500\u7684\u60c5\u51b5\u3002<\/section>\n<section><\/section>\n<section><strong>\u7ebf\u6027 RNN \u6a21\u578b<\/strong><\/section>\n<section><\/section>\n<section>\u7ebf\u6027 RNN \u6a21\u578b\u5982 Mamba \u7b49\u901a\u8fc7\u5c06\u5e8f\u5217\u8868\u793a\u4e3a\u72b6\u6001\u7a7a\u95f4\u5e76\u5229\u7528\u626b\u63cf\u64cd\u4f5c\uff0c\u4ee5\u7ebf\u6027\u65f6\u95f4\u590d\u6742\u5ea6\u63d0\u4f9b\u4e86\u5e8f\u5217\u5efa\u6a21\u7684\u65b0\u89e3\u51b3\u65b9\u6848\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u5b83\u4eec\u53ef\u80fd\u7f3a\u4e4f\u590d\u6742\u5e8f\u5217\u5efa\u6a21\u4efb\u52a1\u6240\u9700\u7684\u9002\u5e94\u6027\u548c\u52a8\u6001\u7279\u6027\uff0c\u5e76\u4e14\u50cf\u4f20\u7edf\u5e8f\u5217\u6a21\u578b\u4e00\u6837\uff0c\u7f3a\u5c11\u53cd\u9988\u673a\u5236\u548c\u81ea\u9002\u5e94\u63a7\u5236\u3002<\/section>\n<section><\/section>\n<section><strong>MoE \u6a21\u578b<\/strong><\/section>\n<section><\/section>\n<section>MoE \u6a21\u578b\u901a\u8fc7\u7ed3\u5408\u4e13\u5bb6\u6a21\u5757\uff0c\u80fd\u6709\u6548\u5904\u7406\u957f\u5e8f\u5217\u5e76\u4fdd\u6301\u8ba1\u7b97\u6548\u7387\uff0c\u6839\u636e\u8f93\u5165\u6570\u636e\u81ea\u9002\u5e94\u9009\u62e9\u4e13\u5bb6\u6a21\u5757\u3002<\/section>\n<section><\/section>\n<section>\u4f46 MoE \u6a21\u578b\u7684\u4e13\u5bb6\u6a21\u5757\u7a00\u758f\u6fc0\u6d3b\u53ef\u80fd\u5bfc\u81f4\u8bad\u7ec3\u7a33\u5b9a\u6027\u95ee\u9898\uff0c\u90e8\u5206\u53c2\u6570\u4e0d\u5e38\u4f7f\u7528\u964d\u4f4e\u53c2\u6570\u6548\u7387\uff0c\u5728\u5904\u7406\u957f\u5e8f\u5217\u65f6\u53ef\u80fd\u5728\u8ba1\u7b97\u6548\u7387\u548c\u8bad\u7ec3\u7a33\u5b9a\u6027\u65b9\u9762\u9762\u4e34\u6311\u6218\uff0c\u4e14\u5bf9\u52a8\u6001\u53d8\u5316\u9002\u5e94\u6027\u4e0d\u8db3\u3002<\/section>\n<section><\/section>\n<section><strong>\u4e8c\u3001MixCon \u7684\u6838\u5fc3\u67b6\u6784\u4e0e\u6280\u672f<\/strong><\/section>\n<section><\/section>\n<section><strong>Conba \u6a21\u578b\u67b6\u6784<\/strong><\/section>\n<section><\/section>\n<section>1. \u72b6\u6001\u7a7a\u95f4\u65b9\u7a0b<\/section>\n<section><\/section>\n<section>Conba \u5c06\u5e8f\u5217\u5efa\u6a21\u4efb\u52a1\u8868\u793a\u4e3a\u72b6\u6001\u7a7a\u95f4\u7cfb\u7edf\uff0c\u72b6\u6001\u7a7a\u95f4\u5b9a\u4e49\u4e3a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-4c2244cd17c99690b5d0a18532e30fb3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-4c2244cd17c99690b5d0a18532e30fb3.png\"><\/a>\u548c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-71436a520bfcf3659335a212c2eeff7c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-71436a520bfcf3659335a212c2eeff7c.png\"><\/a>\uff0c\u5176\u4e2d<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-418cf6070c707812cd637904e31de560.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-418cf6070c707812cd637904e31de560.png\"><\/a>\u3001<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-5459d61851c65cdce276741a1eaf2d9d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-5459d61851c65cdce276741a1eaf2d9d.png\"><\/a>\u548c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-81794912ad19dca3ffba31563f4fa3d5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-81794912ad19dca3ffba31563f4fa3d5.png\"><\/a>\u5206\u522b\u4e3a\u65f6\u95f4\u6b65<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-bc78657a4cfdd64142233f6b4aa09d4b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-bc78657a4cfdd64142233f6b4aa09d4b.png\"><\/a>\u7684\u72b6\u6001\u3001\u8f93\u5165\u548c\u8f93\u51fa\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-23912d086a9f5ee085885ef5baa1c6e8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-23912d086a9f5ee085885ef5baa1c6e8.png\"><\/a>\u548c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-d17b6b4ef9b6f75cbfe019e1cbec19d0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-d17b6b4ef9b6f75cbfe019e1cbec19d0.png\"><\/a>\u662f\u975e\u7ebf\u6027\u51fd\u6570\uff0c\u53ef\u7531\u795e\u7ecf\u7f51\u7edc\u8fd1\u4f3c\u3002<\/section>\n<section><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-55de9277fc74ea2264216b642e36c8c6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-55de9277fc74ea2264216b642e36c8c6.png\"><\/a>\uff0c\u5176\u4e2d<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-11b2be58012ed5ed46248ea1a2b01938.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-11b2be58012ed5ed46248ea1a2b01938.png\"><\/a>\u548c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a050f19d0184c21ab5810b6f241cbc58.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a050f19d0184c21ab5810b6f241cbc58.png\"><\/a>\u662f\u53ef\u5b66\u4e60\u53c2\u6570\u77e9\u9635\u3002<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-329adbc33937ca03837b66d473828ee7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-329adbc33937ca03837b66d473828ee7.png\"><\/a>\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-b701c2721a1c6649f8b3b667d8161dd7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-b701c2721a1c6649f8b3b667d8161dd7.png\"><\/a>\u662f\u53ef\u5b66\u4e60\u53c2\u6570\u77e9\u9635\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u5904\u7406\u957f\u5e8f\u5217\uff0cConba \u91c7\u7528\u9009\u62e9\u6027\u72b6\u6001\u7a7a\u95f4\u673a\u5236<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-77073ea98f347bf44f1f28ea9af28df2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-77073ea98f347bf44f1f28ea9af28df2.png\"><\/a>\uff0c\u4ee5\u53ca\u5f15\u5165\u5ef6\u8fdf\u72b6\u6001<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-41dce2124bf3225b9c403aecc236c8d0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-41dce2124bf3225b9c403aecc236c8d0.png\"><\/a>\u548c\u52a8\u6001\u72b6\u6001\u7f29\u653e\u673a\u5236<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-4c2931ca35359207b43dcebdf040c068.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-4c2931ca35359207b43dcebdf040c068.png\"><\/a>\u3002<\/section>\n<section><\/section>\n<section>\u6700\u540e\u72b6\u6001\u7a7a\u95f4\u7cfb\u7edf\u8868\u793a\u4e3a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-b5c6d2134dac2dfa906bb483b88974f6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-b5c6d2134dac2dfa906bb483b88974f6.png\"><\/a>\u6765\u6355\u6349\u957f\u7a0b\u4f9d\u8d56\u548c\u9002\u5e94\u5e8f\u5217\u52a8\u6001\u53d8\u5316\u3002<\/section>\n<section><\/section>\n<section>2. \u81ea\u9002\u5e94\u63a7\u5236\u673a\u5236<\/section>\n<section><\/section>\n<section>\u8bbe\u8ba1\u76ee\u6807\u662f\u6700\u5c0f\u5316\u5b9e\u9645\u8f93\u51fa<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-ed21a4974d838e350e4884e37f662eda.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-ed21a4974d838e350e4884e37f662eda.png\"><\/a>\u548c\u671f\u671b\u8f93\u51fa<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-b96632e09578892934989b2bb96e9415.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-b96632e09578892934989b2bb96e9415.png\"><\/a>\u4e4b\u95f4\u7684\u8ddf\u8e2a\u8bef\u5dee<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-7f60af0d90742e549a43700c3ba84aee.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-7f60af0d90742e549a43700c3ba84aee.png\"><\/a>\u3002<\/section>\n<section><\/section>\n<section>\u63a7\u5236\u589e\u76ca\u77e9\u9635<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-1cff74558641359fc8b3dae15a2234c0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-1cff74558641359fc8b3dae15a2234c0.png\"><\/a>\u901a\u8fc7<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-d8a6586e1b3930205fe0afdd41fb8088.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-d8a6586e1b3930205fe0afdd41fb8088.png\"><\/a>\u66f4\u65b0\uff0c\u5176\u4e2d<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-1d1e1d680794f4c727afca75d91d172e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-1d1e1d680794f4c727afca75d91d172e.png\"><\/a>\u662f\u8ddf\u8e2a\u8bef\u5dee\u5411\u91cf<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-ffde43147ca51cde057dfb0f8ac01879.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-ffde43147ca51cde057dfb0f8ac01879.png\"><\/a>\u7684 2 \u8303\u6570\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a0b6eb58c6ad098d7477f9667ccd1cec.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-a0b6eb58c6ad098d7477f9667ccd1cec.png\"><\/a>\u662f\u5b66\u4e60\u7387\u3002<\/section>\n<section><\/section>\n<section>3. \u5b9e\u65bd\u7ec6\u8282<\/section>\n<section><\/section>\n<section>\u795e\u7ecf\u7f51\u7edc\u8fd1\u4f3c\uff1a<\/section>\n<section><\/section>\n<section>\u5229\u7528 MLP \u8fd1\u4f3c\u72b6\u6001\u8f6c\u79fb\u51fd\u6570<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-bee26be46828dfdc2806e4cc0cac9a10.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-bee26be46828dfdc2806e4cc0cac9a10.png\"><\/a>\u7684\u975e\u7ebf\u6027\u90e8\u5206\u548c\u89c2\u5bdf\u51fd\u6570<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-e33b9bba2382cdd3aed02a3e0d13a8de.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-e33b9bba2382cdd3aed02a3e0d13a8de.png\"><\/a>\uff0c\u901a\u8fc7\u7aef\u5230\u7aef\u8bad\u7ec3\u786e\u5b9a\u6700\u4f73\u53c2\u6570\u3002<\/section>\n<section><\/section>\n<section>\u9009\u62e9\u6027\u72b6\u6001\u7a7a\u95f4\u51fd\u6570<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-0e9714f56fb32c2817ef81fd20f3d826.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-0e9714f56fb32c2817ef81fd20f3d826.png\"><\/a>\u7528 SwiGLU\uff08\u57fa\u4e8e Swish \u548c GLU \u7684\u6df7\u5408\u6fc0\u6d3b\u51fd\u6570\uff09\u8fd1\u4f3c\uff0c\u5176\u516c\u5f0f\u4e3a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-d4eb0f29e3523facbcbdd6736073b207.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-d4eb0f29e3523facbcbdd6736073b207.png\"><\/a>\u3002<\/section>\n<section><\/section>\n<section>\u8fdb\u4e00\u6b65\u6269\u5c55\u548c\u589e\u5f3a\u7a33\u5065\u6027\uff1a\u5f15\u5165\u8fc7\u7a0b\u566a\u58f0<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-45f5546bf6693f88d6d6c763194e79cf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-45f5546bf6693f88d6d6c763194e79cf.png\"><\/a>\u548c\u89c2\u5bdf\u566a\u58f0<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2a252d0d7cfa15039da66a7bc5cf924d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2a252d0d7cfa15039da66a7bc5cf924d.png\"><\/a>\uff0c\u00a0<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-7d2028797f8b1ced3a1c6ff103ba6b5e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-7d2028797f8b1ced3a1c6ff103ba6b5e.png\"><\/a>\uff0c\u589e\u5f3a\u6a21\u578b\u5bf9\u6270\u52a8\u7684\u9002\u5e94\u6027\u3002<\/section>\n<section><\/section>\n<section>4. \u6a21\u578b\u67b6\u6784\u56fe\u5982\u4e0b\u6240\u793a\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-bed9db593d1b9da0b7e248cdf2bd2903.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-bed9db593d1b9da0b7e248cdf2bd2903.png\"><\/a><\/section>\n<section><strong>MixCon \u6a21\u578b\u67b6\u6784<\/strong><\/section>\n<section><\/section>\n<section>MixCon \u662f\u7ed3\u5408\u6ce8\u610f\u529b\u673a\u5236\u7684 Transformer \u5c42\u3001Conba \u5c42\u548c MoE \u7ec4\u4ef6\u7684\u521b\u65b0\u6df7\u5408\u89e3\u7801\u5668\u67b6\u6784\u3002<\/section>\n<section><\/section>\n<section>\u5728\u5185\u5b58\u4f7f\u7528\u65b9\u9762\uff0c\u901a\u8fc7\u5e73\u8861\u6ce8\u610f\u529b\u548c Conba \u5c42\uff0c\u76f8\u6bd4 Mamba \u53ef\u5c06 KV \u7f13\u5b58\u51cf\u5c11 32 \u500d\u3002\u4f8b\u5982\uff0c\u5728 256K \u4ee4\u724c\u4e0a\u4e0b\u6587\u73af\u5883\u4e2d\uff0cMixCon \u4ecd\u80fd\u4fdd\u6301\u8f83\u5c0f\u7684 KV \u7f13\u5b58\u4f18\u52bf\uff08\u5982\u8868 1 \u6240\u793a\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-7e609ed1e22adef0be6ac82587c21ea2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-7e609ed1e22adef0be6ac82587c21ea2.png\"><\/a><\/section>\n<section>\u5728\u541e\u5410\u91cf\u65b9\u9762\uff0c\u5904\u7406\u957f\u5e8f\u5217\u65f6\uff0cConba \u5c42\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8\uff0c\u589e\u52a0\u5176\u6bd4\u4f8b\u53ef\u63d0\u9ad8\u6574\u4f53\u541e\u5410\u91cf\u3002<\/section>\n<section><\/section>\n<section>\u57fa\u672c\u914d\u7f6e\u5355\u4f4d\u662f MixCon \u5757\uff0c\u7531 Conba \u6216\u6ce8\u610f\u529b\u5c42\u7ec4\u5408\u800c\u6210\uff0c\u6bcf\u4e2a\u5c42\u5305\u542b\u6ce8\u610f\u529b\u6a21\u5757\u6216 Conba \u6a21\u5757\uff0c\u540e\u63a5 MLP \u6216 MoE \u5c42\u3002MixCon \u4e2d\u7684 MLP \u5c42\u88ab MoE \u5c42\u66ff\u6362\uff0c\u4ee5\u589e\u52a0\u6a21\u578b\u5bb9\u91cf\u540c\u65f6\u4fdd\u6301\u8f83\u4f4e\u8ba1\u7b97\u8d1f\u8f7d\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e Conba \u5c42\u5b9e\u65bd\uff0c\u91c7\u7528 RMSNorm \u7b49\u6280\u672f\uff0c\u6a21\u578b\u8bcd\u6c47\u91cf\u4e3a 256K\uff0c\u4f7f\u7528 BPE \u8fdb\u884c\u8bad\u7ec3\uff0c\u6bcf\u4e2a\u6570\u5b57\u4e3a\u5355\u72ec\u4ee4\u724c\u3002<\/section>\n<section><\/section>\n<section>\u6a21\u578b\u67b6\u6784\u56fe\u5982\u4e0b\u6240\u793a\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-936c36e78de25b5f7a89c2882ed8a796.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-936c36e78de25b5f7a89c2882ed8a796.png\"><\/a><\/section>\n<section><strong>\u4e09\u3001MixCon \u7684\u5b9e\u9a8c\u4e0e\u8bc4\u4f30<\/strong><\/section>\n<section><\/section>\n<section><strong>\u5b9e\u65bd\u7ec6\u8282<\/strong><\/section>\n<section><\/section>\n<section>\u9009\u62e9\u7279\u5b9a\u914d\u7f6e\u9002\u5e94\u5355\u5757 80GB A800 NVIDIA GPU \u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u5b9e\u73b0\u8d28\u91cf\u548c\u541e\u5410\u91cf\u7684\u4f18\u5316\u3002<\/section>\n<section><\/section>\n<section>\u5e8f\u5217\u7531 4 \u4e2a MixCon \u5757\u7ec4\u6210\uff0c\u6bcf\u4e2a MixCon \u5757\u542b 8 \u5c42 L = 8\uff0c\u6ce8\u610f\u529b\u5c42\u548c Conba \u5c42\u6bd4\u4f8b\u4e3a 2:6 (a:c = 2:6)\uff0c\u6bcf\u9694\u4e00\u5c42 (e = 2) \u7528 MoE \u66ff\u6362 MLP \u6a21\u5757\uff0c\u6a21\u578b\u6709 16 \u4e2a\u4e13\u5bb6 (n = 16)\uff0c\u6bcf\u4e2a\u4ee4\u724c\u4f7f\u7528 2 \u4e2a\u9876\u7ea7\u4e13\u5bb6 (K = 2)\u3002<\/section>\n<section><\/section>\n<section><strong>\u4e0a\u4e0b\u6587\u957f\u5ea6\u5206\u6790<\/strong><\/section>\n<section><\/section>\n<section>MixCon \u5728\u5355\u5757 80GB A800 GPU \u4e0a\u7684\u6700\u5927\u4e0a\u4e0b\u6587\u957f\u5ea6\u662f Jamba \u7684\u4e24\u500d\u3001Mixtral \u7684\u56db\u500d\u3001Llama &#8211; 2 &#8211; 70B \u7684\u5341\u56db\u500d\uff08\u5982\u56fe 3 \u6240\u793a\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-aac162f8e4afe0d1ff9d0e39e8fd6e55.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-aac162f8e4afe0d1ff9d0e39e8fd6e55.png\"><\/a><\/section>\n<section><strong>\u541e\u5410\u91cf\u5206\u6790<\/strong><\/section>\n<section><\/section>\n<section>1. \u914d\u7f6e\u4e00\uff1a\u8003\u8651\u4e0d\u540c\u6279\u5927\u5c0f\uff0c\u5728\u5355\u5757 A800 80GB GPU\uff08int8 \u91cf\u5316\uff09\u30018K \u4e0a\u4e0b\u6587\u957f\u5ea6\u4e0b\u751f\u6210 512 \u4e2a\u8f93\u51fa\u4ee4\u724c\uff0cMixCon \u541e\u5410\u91cf\u662f Mixtral \u7684\u4e09\u500d\u3001Jamba \u7684\u4e24\u500d\uff08\u5982\u56fe 4 \u6240\u793a\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-76c379e3fb94c8d6e45693ba800a233d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-76c379e3fb94c8d6e45693ba800a233d.png\"><\/a><\/section>\n<section>2. \u914d\u7f6e\u4e8c\uff1a\u5355\u6279\u6b21\uff08\u6279\u5927\u5c0f = 1\uff09\u3001\u56db\u5757 A800 GPUs\uff08\u65e0\u91cf\u5316\uff09\u3001\u4e0d\u540c\u4e0a\u4e0b\u6587\u957f\u5ea6\u4e0b\u751f\u6210 512 \u4e2a\u8f93\u51fa\u4ee4\u724c\uff0c\u5904\u7406 128K \u4ee4\u724c\u65f6\uff0cMixCon \u541e\u5410\u91cf\u662f Jamba \u7684 1.5 \u500d\u3001Mixtral \u7684 4.5 \u500d\uff08\u5982\u56fe 5 \u6240\u793a\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-4ff691d92180f7bb4dc9d3bcbeb1a704.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-4ff691d92180f7bb4dc9d3bcbeb1a704.png\"><\/a><\/section>\n<section><strong>\u6570\u636e\u96c6\u8bc4\u4f30<\/strong><\/section>\n<section><\/section>\n<section>\u672c\u6587\u5728\u4e00\u7cfb\u5217\u6807\u51c6\u5b66\u672f\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8bc4\u4f30 Conba \u6027\u80fd\uff0c\u5305\u62ec\u5e38\u8bc6\u63a8\u7406\u4efb\u52a1\uff08\u5982 HellaSwag\u3001WinoGrande\u3001ARC &#8211; E\u3001ARC &#8211; Challenge\uff09\u3001\u9605\u8bfb\u7406\u89e3\u4efb\u52a1\uff08\u5982 BoolQ\u3001QuAC\uff09\u3001\u805a\u5408\u57fa\u51c6\u6d4b\u8bd5\uff08\u5982 MMLU\u3001BBH\uff09\uff0c\u91c7\u7528\u4e0d\u540c\u7684\u5b66\u4e60\u7b56\u7565\u3002<\/section>\n<section><\/section>\n<section>MixCon \u6027\u80fd\u4e0e\u7c7b\u4f3c\u6216\u66f4\u5927\u89c4\u6a21\u7684\u5148\u8fdb\u516c\u5f00\u6a21\u578b\u76f8\u5f53\u6216\u66f4\u4f18\uff0c\u5c3d\u7ba1\u603b\u53c2\u6570\u6bd4 Llama &#8211; 2 \u5c11\uff0c\u4f46\u4f5c\u4e3a\u7a00\u758f\u6a21\u578b\uff0c\u5176\u6d3b\u8dc3\u53c2\u6570\u4ec5 5B\uff0c\u5904\u7406\u957f\u5e8f\u5217\u65f6 KV \u7f13\u5b58\u4ec5\u9700 2GB\uff0c\u800c Mixtral \u9700 32GB\uff08\u5982\u8868 2 \u6240\u793a\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-ec09e223ca42d25bd090d534171bfe34.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-ec09e223ca42d25bd090d534171bfe34.png\"><\/a><\/section>\n<section><strong>\u6d88\u878d\u5b9e\u9a8c<\/strong><\/section>\n<section><\/section>\n<section>\u5c55\u793a\u6ce8\u610f\u529b\u548c Conba \u5c42\u7ed3\u5408\u7684\u4f18\u52bf\u53ca\u6700\u4f73\u6bd4\u4f8b\u548c\u4ea4\u7ec7\u6280\u672f\u3002\u7eaf Conba \u6a21\u578b\u5728\u4e0a\u4e0b\u6587\u5b66\u4e60\u6709\u56f0\u96be\uff0cAttention &#8211; Conba \u6df7\u5408\u6a21\u578b\u6709\u7c7b\u4f3c\u7eaf Transformer \u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u5b66\u4e60\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>\u4ee5 HellaSwag\uff0810 &#8211; shot\uff09\u3001WinoGrande\uff085 &#8211; shot\uff09\u3001Natural Questions\uff08NQ\uff0c5 &#8211; shot\uff09\u4e3a\u6307\u6807\uff0cMixCon \u8868\u73b0\u7a33\u5065\uff08\u5982\u8868 3 \u6240\u793a\uff09\uff0cMixCon\uff08\u65e0 MoE\uff09\u8bad\u7ec3\u8fc7\u7a0b\u635f\u5931\u66f4\u4f4e\uff08\u5982\u56fe 6 \u6240\u793a\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-093ca51e5e4ec366ce087bb3c7b79503.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-093ca51e5e4ec366ce087bb3c7b79503.png\"><\/a><\/section>\n<section><strong>\u957f\u4e0a\u4e0b\u6587\u8bc4\u4f30<\/strong><\/section>\n<section><\/section>\n<section>\u5229\u7528\u95ee\u7b54\u57fa\u51c6\u6d4b\u8bd5\u8bc4\u4f30 MixCon \u5904\u7406\u957f\u4e0a\u4e0b\u6587\u80fd\u529b\uff0c\u4f7f\u7528 L &#8211; Eval \u4e2d\u6700\u957f\u4e0a\u4e0b\u6587\u6570\u636e\u96c6\u7684\u4e94\u4e2a\u6570\u636e\u96c6\uff0c\u4ee5\u5c11\u6837\u672c\u683c\u5f0f\uff08\u6bcf\u4e2a\u5b9e\u9a8c\u7528\u4e09\u4e2a\u4f8b\u5b50\uff09\u8fdb\u884c\u5b9e\u9a8c\u3002<\/section>\n<section><\/section>\n<section>\u5728 NarrativeQA\u3001LongFQA\u3001Natural Questions\uff08NQ\uff09\u3001CUAD \u7b49\u6570\u636e\u96c6\u4e0a\u8bc4\u4f30\uff0cMixCon \u5728\u591a\u6570\u6570\u636e\u96c6\u4e0a\u4f18\u4e8e Mixtral \u548c Jamba\uff0c\u5e73\u5747\u6027\u80fd\u4f18\u8d8a\uff0c\u4e14\u5728\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1\u4e2d\u5177\u6709\u66f4\u597d\u7684\u541e\u5410\u91cf\uff08\u5982\u8868 4 \u6240\u793a\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-233cb539abcd63ba069accd2d91ecad6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-233cb539abcd63ba069accd2d91ecad6.png\"><\/a><\/section>\n<section><strong>\u7ed3\u5408\u6ce8\u610f\u529b\u548c Conba \u7684\u4f18\u52bf\u53ca\u6df7\u5408\u4e13\u5bb6\u7684\u5f71\u54cd<\/strong><\/section>\n<section><\/section>\n<section>1. \u6ce8\u610f\u529b\u548c Conba \u6bd4\u4f8b\u7814\u7a76<\/section>\n<section><\/section>\n<section>\u7528 13 \u4ebf\u53c2\u6570\u6a21\u578b\u5728 2500 \u4ebf\u4ee4\u724c\u4e0a\u8bad\u7ec3\uff0cMixCon \u6027\u80fd\u4f18\u4e8e\u7eaf\u6ce8\u610f\u529b\u6216\u7eaf Mamba\uff0c\u6ce8\u610f\u529b\u548c Conba \u5c42\u6bd4\u4f8b\u4e3a 2:6 \u6216 1:7 \u65f6\u6027\u80fd\u5dee\u5f02\u5c0f\uff08\u5982\u8868 5 \u6240\u793a\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-8ef4b70dda4434e282c784d94253299a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-8ef4b70dda4434e282c784d94253299a.png\"><\/a><\/section>\n<section>2. \u6df7\u5408\u4e13\u5bb6\u7684\u5f71\u54cd<\/section>\n<section><\/section>\n<section>\u5f53\u5728 MixCon \u67b6\u6784\u7684\u5927\u89c4\u6a21\u60c5\u5883\uff085B \u53c2\u6570\uff0c\u5728 50B \u4ee4\u724c\u4e0a\u8bad\u7ec3\uff09\u4e2d\u5e94\u7528 MoE \u6280\u672f\u65f6\uff0c\u6027\u80fd\u6709\u663e\u8457\u63d0\u5347\uff08\u5982\u8868 6 \u6240\u793a\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2387b5f22b1e446a9802bd3bd91afcf0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2387b5f22b1e446a9802bd3bd91afcf0.png\"><\/a><\/section>\n<section><strong>\u56db\u3001MixCon \u7684\u4f18\u52bf\u4e0e\u5c55\u671b<\/strong><\/section>\n<section><\/section>\n<section>MixCon \u4f5c\u4e3a\u521b\u65b0\u7684\u6df7\u5408\u5e8f\u5217\u5efa\u6a21\u67b6\u6784\uff0c\u901a\u8fc7\u6574\u5408\u591a\u79cd\u6280\u672f\uff0c\u5728\u5904\u7406\u590d\u6742\u52a8\u6001\u5e8f\u5217\u65f6\u5177\u6709\u9ad8\u6548\u7684\u8ba1\u7b97\u6548\u7387\uff0c\u5728\u5404\u9879\u4efb\u52a1\u4e2d\u5c55\u73b0\u51fa\u663e\u8457\u4f18\u52bf\uff0c\u80fd\u9ad8\u6548\u5904\u7406\u957f\u5e8f\u5217\u3001\u5185\u5b58\u4f7f\u7528\u4f4e\u4e14\u541e\u5410\u91cf\u9ad8\uff0c\u5177\u6709\u9ad8\u53ef\u6269\u5c55\u6027\u548c\u5b9e\u7528\u6027\u3002\u7136\u800c\uff0c\u5b83\u4ecd\u6709\u6539\u8fdb\u7a7a\u95f4\uff0c\u5982\u8fdb\u4e00\u6b65\u4f18\u5316\u72b6\u6001\u7a7a\u95f4\u8868\u793a\u3001\u957f\u5e8f\u5217\u7684\u81ea\u9002\u5e94\u63a7\u5236\u3001\u7279\u5b9a\u9886\u57df\u5fae\u8c03\u4ee5\u53ca\u8bad\u7ec3\u7b97\u6cd5\u7b49\u3002<\/section>\n<section><\/section>\n<section>\u603b\u4f53\u800c\u8a00\uff0cMixCon \u4e3a\u5e8f\u5217\u5efa\u6a21\u63d0\u4f9b\u4e86\u65b0\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5728\u590d\u6742\u5e8f\u5217\u5904\u7406\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u4e3a NLP \u53ca\u5176\u4ed6\u9886\u57df\u7684\u5e94\u7528\u5f00\u8f9f\u4e86\u65b0\u9053\u8def\u3002\u672a\u6765\uff0c\u6211\u4eec\u671f\u5f85\u5b83\u5728\u66f4\u591a\u9886\u57df\u53d1\u6325\u66f4\u5927\u7684\u4f5c\u7528\uff0c\u4e3a\u6280\u672f\u53d1\u5c55\u5e26\u6765\u66f4\u591a\u7684\u7a81\u7834\u548c\u521b\u65b0\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-15-2\" target=\"_blank\">\u5317\u5927\u6797\u5b99\u8fb0\u56e2\u961f\u5168\u65b0\u6df7\u5408\u5e8f\u5217\u5efa\u6a21\u67b6\u6784MixCon\uff1a\u6027\u80fd\u8fdc\u8d85Mamba<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u5317\u5927\u6797\u5b99\u8fb0\u56e2\u961f\u5168\u65b0\u6df7\u5408 [&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 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[67],"class_list":["post-36105","post","type-post","status-publish","format-standard","hentry","category-news","tag-67"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5317\u5927\u6797\u5b99\u8fb0\u56e2\u961f\u5168\u65b0\u6df7\u5408\u5e8f\u5217\u5efa\u6a21\u67b6\u6784MixCon\uff1a\u6027\u80fd\u8fdc\u8d85Mamba - \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=36105\" \/>\n<script type=\"application\/ld+json\" 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