{"id":37243,"date":"2025-01-24T17:00:13","date_gmt":"2025-01-24T09:00:13","guid":{"rendered":"https:\/\/17aitech.com\/?p=37243"},"modified":"2025-01-24T17:00:13","modified_gmt":"2025-01-24T09:00:13","slug":"mamba%e4%bd%9c%e8%80%85%e5%b8%a6%e6%96%af%e5%9d%a6%e7%a6%8f%e5%90%8c%e5%ad%a6%e3%80%81%e5%af%bc%e5%b8%88%e5%88%9b%e4%b8%9a%ef%bc%8ccartesia%e8%8e%b72700%e4%b8%87%e7%be%8e%e5%85%83%e7%a7%8d%e5%ad%90","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37243","title":{"rendered":"Mamba\u4f5c\u8005\u5e26\u65af\u5766\u798f\u540c\u5b66\u3001\u5bfc\u5e08\u521b\u4e1a\uff0cCartesia\u83b72700\u4e07\u7f8e\u5143\u79cd\u5b50\u8f6e\u878d\u8d44"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-12-13-7\" target=\"_blank\">Mamba\u4f5c\u8005\u5e26\u65af\u5766\u798f\u540c\u5b66\u3001\u5bfc\u5e08\u521b\u4e1a\uff0cCartesia\u83b72700\u4e07\u7f8e\u5143\u79cd\u5b50\u8f6e\u878d\u8d44<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"25\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>\u8981\u7528 Mamba \u505a\u53ef\u4ee5\u5728\u4efb\u4f55\u5730\u65b9\u8fd0\u884c\u7684\u5b9e\u65f6\u667a\u80fd\u7cfb\u7edf\u3002<\/p>\n<\/section>\n<\/blockquote>\n<p>Mamba \u8fd9\u79cd\u72b6\u6001\u7a7a\u95f4\u6a21\u578b\uff08SSM\uff09\u88ab\u8ba4\u4e3a\u662f Transformer \u67b6\u6784\u7684\u6709\u529b\u6311\u6218\u8005\u3002\u8fd1\u6bb5\u65f6\u95f4\uff0c\u76f8\u5173\u7814\u7a76\u6210\u679c\u63a5\u8fde\u4e0d\u65ad\u3002\u800c\u5c31\u5728\u4e0d\u4e45\u524d\uff0cMamba \u4f5c\u8005 Albert Gu \u4e0e Karan Goel\u3001Chris R\u00e9\u3001Arjun Desai\u3001Brandon Yang \u4e00\u8d77\u5171\u540c\u521b\u7acb\u7684 Cartesia \u83b7\u5f97 2700 \u4e07\u7f8e\u5143\u79cd\u5b50\u8f6e\u878d\u8d44\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-a31db42f3cb443409ea4622546ab2b87.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-a31db42f3cb443409ea4622546ab2b87.png\"><\/a><\/p>\n<p>Cartesia \u521b\u7acb\u4e8e 2023 \u5e74\u3002\u8be5\u56e2\u961f\u5728\u76f8\u5173\u535a\u5ba2\u4e2d\u5199\u5230\uff0c\u4ed6\u4eec\u7684\u4f7f\u547d\u662f\u300c\u6784\u5efa\u5177\u6709\u957f\u8bb0\u5fc6\u80fd\u529b\u7684\u5b9e\u65f6\u667a\u80fd\uff0c\u65e0\u8bba\u4f60\u8eab\u5728\u4f55\u5904\u90fd\u80fd\u8fd0\u884c\u3002\u300d\u800c\u5176\u4e2d\u4e00\u90e8\u5206\u76ee\u6807\u4fbf\u662f\u300c\u628a\uff08Mamba\uff09\u8fd9\u4e9b\u524d\u6cbf\u6a21\u578b\u5e26\u7ed9\u6211\u4eec\u7684\u5ba2\u6237\uff0c\u5e2e\u52a9\u4ed6\u4eec\u6784\u5efa\u5b9e\u65f6 AI \u5e94\u7528\u7684\u672a\u6765\u3002\u300d<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-70e1b6cd6e4de53197037a13538b3869.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-70e1b6cd6e4de53197037a13538b3869.png\"><\/a><\/p>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Albert Gu \u7684\u63a8\u6587<\/sup><\/em><\/p>\n<p>Cartesia \u662f\u65af\u5766\u798f\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff08Stanford AI Lab\uff09\u591a\u5e74\u6765\u5728 SSM \u4e0a\u7814\u7a76\u6210\u679c\u7684\u7ed3\u6676\uff0c\u7b97\u5f97\u4e0a\u662f\u5b66\u672f\u754c\u5230\u4ea7\u4e1a\u754c\u6210\u679c\u8f6c\u5316\u7684\u53c8\u4e00\u5178\u8303\u3002\u8be5\u56e2\u961f\u5199\u5230\uff1a\u300c\u5728\u8fc7\u53bb\u56db\u5e74\u4e2d\uff0c\u6211\u4eec\u6784\u5efa\u4e86 SSM \u80cc\u540e\u7684\u7406\u8bba\uff0c\u5e76\u5bf9\u5176\u8fdb\u884c\u4e86\u6269\u5c55\uff0c\u8ba9\u5176\u53ef\u5728\u6587\u672c\u3001\u97f3\u9891\u3001\u89c6\u9891\u3001\u56fe\u50cf\u548c\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7b49\u591a\u79cd\u6a21\u6001\u4e0b\u8fbe\u5230 SOTA \u7684\u7ed3\u679c\u3002\u300d<\/p>\n<p>\u6d88\u606f\u53d1\u5e03\u540e\uff0c\u4eba\u4eec\u7eb7\u7eb7\u70b9\u8d5e\uff0c\u5305\u62ec Hugging Face \u8054\u5408\u521b\u59cb\u4eba Thomas Wolf \u4ee5\u53ca Vercel CEO Guillermo Rauch\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-bfa66397dc79b37a507f313b2eb43df2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-bfa66397dc79b37a507f313b2eb43df2.png\"><\/a><\/p>\n<p><strong>Mamba \u8981\u843d\u5730\uff0c<\/strong><strong>\u7b2c\u4e00\u6b65\u662f\u6587\u672c\u8f6c\u8bed\u97f3\uff1f<\/strong><\/p>\n<p>Transformer \u7684\u6700\u5927\u75db\u70b9\u5c31\u662f\u7ebf\u6027\u6ce8\u610f\u529b\u673a\u5236\uff0c\u8fd9\u5bfc\u81f4\u6a21\u578b\u5728\u5904\u7406\u957f\u6587\u672c\u65f6\u8ba1\u7b97\u91cf\u66b4\u589e\uff0c\u6bd4\u5982\u4e0a\u4e0b\u6587\u589e\u52a0 32 \u500d\u65f6\uff0c\u8ba1\u7b97\u91cf\u5c06\u589e\u52a0 1000 \u500d\u3002Mamba \u901a\u8fc7\u5f15\u5165\u300cSSM\u300d\uff0c\u6210\u529f\u5c06\u8ba1\u7b97\u91cf\u589e\u957f\u4ece\u5e73\u65b9\u7ea7\u964d\u81f3\u7ebf\u6027\uff0c\u4e0d\u4ec5\u80fd\u5904\u7406\u767e\u4e07\u7ea7 token \u7684\u957f\u5e8f\u5217\uff0c\u8fd8\u5b9e\u73b0\u4e86 5 \u500d\u7684\u63a8\u7406\u541e\u5410\u91cf\u63d0\u5347\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-df8a4509244570d2e39faefc088ba1d7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-df8a4509244570d2e39faefc088ba1d7.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/ftp\/arxiv\/papers\/2312\/2312.00752.pdf<\/section>\n<\/li>\n<\/ul>\n<p>\u300cSSM\u300d\u7684\u7a81\u7834\u8ba9 Mamba \u5728\u8bed\u8a00\u5efa\u6a21\u65b9\u9762\u7684\u6548\u679c\u5c24\u4e3a\u51fa\u8272\uff0c\u751a\u81f3\u80fd\u51fb\u8d25 Transformer\u3002\u4f46\u4ece Cartesia \u7684\u4ea7\u54c1\u6765\u770b\uff0cMamba \u7684\u4e3b\u8981\u4f5c\u8005 Albert Gu \u9996\u5148\u628a\u5b9d\u62bc\u5728\u4e86\u6587\u672c\u8f6c\u8bed\u97f3\u4e0a\u3002<\/p>\n<p>\u4ed6\u4eec\u5c06 Cartesia \u7684\u4f7f\u547d\u5b9a\u4f4d\u4e3a\u6253\u9020\u5177\u6709\u957f\u671f\u8bb0\u5fc6\u80fd\u529b\u3001\u53ef\u4ee5\u5728\u4efb\u4f55\u5730\u65b9\u8fd0\u884c\u7684\u5b9e\u65f6\u667a\u80fd\u7cfb\u7edf\u3002<\/p>\n<p>Cartesia \u7684\u5b98\u65b9\u535a\u5ba2\u5199\u9053\uff1a\u300c\u57fa\u4e8e Transformer \u67b6\u6784\u7684\u6a21\u578b\u4ecd\u6709\u91cd\u8981\u5c40\u9650\uff0c\u5b83\u4eec\u4e00\u6b21\u53ea\u80fd\u5904\u7406\u548c\u751f\u6210\u5f88\u77ed\u7684\u4fe1\u606f\uff08\u51e0\u5206\u949f\u7684\u97f3\u9891\u6216\u51e0\u79d2\u949f\u7684\u89c6\u9891\uff09\uff0c\u65e0\u6cd5\u9ad8\u6548\u5730\u4fdd\u6301\u4ea4\u4e92\u72b6\u6001\uff0c\u5728\u5927\u591a\u6570\u786c\u4ef6\u4e0a\u5b9e\u65f6\u8fd0\u884c\u7684\u6210\u672c\u4e5f\u592a\u8fc7\u6602\u8d35\u3002\u300d\u800c\u80fd\u5c06\u957f\u5e8f\u5217\u6570\u636e\u538b\u7f29\u6210\u56fa\u5b9a\u5927\u5c0f\u7684\u72b6\u6001\u7684 S4 \u548c Mamba \u67b6\u6784\u6b63\u597d\u662f\u8fd9\u4e9b\u95ee\u9898\u7684\u300c\u7279\u6548\u836f\u300d\u3002<\/p>\n<p>\u57fa\u4e8e\u8fd9\u6837\u7684\u7406\u5ff5\uff0cCartesia \u5728\u4eca\u5e74\u63a8\u51fa\u4e86\u7b2c\u4e00\u4e2a\u4ea7\u54c1 Sonic\u3002\u8fd9\u662f\u4e00\u4e2a\u53ef\u90e8\u7f72\u5728\u79fb\u52a8\u8bbe\u5907\u4e0a\u7684\u6587\u672c\u8f6c\u8bed\u97f3\u6a21\u578b\uff0c\u5e76\u63d0\u4f9b API \u670d\u52a1\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-214fd94f0c108c8e402733768002dc52.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-214fd94f0c108c8e402733768002dc52.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bd5\u73a9\u94fe\u63a5\uff1ahttps:\/\/play.cartesia.ai\/text-to-speech<\/section>\n<\/li>\n<\/ul>\n<p>\u9664\u4e86\u57fa\u7840\u7684\u6587\u672c\u8f6c\u8bed\u97f3\u529f\u80fd\uff0cSonic \u8fd8\u652f\u6301\u58f0\u97f3\u514b\u9686\uff0c\u5e76\u5141\u8bb8\u7528\u6237\u8c03\u8282\u8bed\u901f\u3001\u60c5\u611f\u3001\u53d1\u97f3\u548c\u53e3\u97f3\u7b49\u53c2\u6570\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-dd2926e882fcbd2e14d81cdbade898e0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-dd2926e882fcbd2e14d81cdbade898e0.png\"><\/a><\/p>\n<p>Sonic \u76ee\u524d\u652f\u6301 15 \u79cd\u8bed\u8a00\uff0c\u8fd8\u53ef\u4ee5\u6309\u6027\u522b\u8c03\u6574\u7537\u6027\u3001\u5973\u6027\u548c\u4e2d\u6027\u4e09\u79cd\u9009\u9879\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-706b6aea6a893e3d5bffffb9e2e2a437.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-706b6aea6a893e3d5bffffb9e2e2a437.png\"><\/a><\/p>\n<p>Cartesia \u9009\u62e9\u4e86\u300c\u6700\u5feb\u3001\u8d28\u91cf\u6700\u9ad8\u300d\u4f5c\u4e3a Sonic \u7684\u5ba3\u4f20\u8bed\uff1a\u5b83\u53ef\u4ee5\u5728\u4ec5 90 \u6beb\u79d2\u5185\uff08\u5927\u7ea6\u662f\u7728\u4e24\u6b21\u773c\u775b\u7684\u65f6\u95f4\uff09\u6d41\u5f0f\u8f93\u51fa\u7b2c\u4e00\u4e2a\u97f3\u9891\u5b57\u8282\uff0c\u5b8c\u7f8e\u9002\u7528\u4e8e\u5b9e\u65f6\u548c\u5bf9\u8bdd\u5f0f\u4f53\u9a8c\u3002<\/p>\n<p>\u673a\u5668\u4e4b\u5fc3\u4e5f\u5c1d\u8bd5\u4e86\u4e00\u4e0b\uff0cSonic \u7684\u901f\u5ea6\u786e\u5b9e\u662f\u300c\u8d85\u97f3\u901f\u300d\u7ea7\u7684\uff0c\u6709\u70b9\u504f\u79d1\uff0c\u66f4\u64c5\u957f\u82f1\u8bed\u300c\u6bcd\u8bed\u300d\uff0c\u4e2d\u6587\u7684 AI \u5473\u4ecd\u7136\u5f88\u91cd\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/3UwjCOW5zXvWrF9KX52HYA?token=1869376418&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-cb80bbdcf79b0682d9ecc40a35ad937e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-cb80bbdcf79b0682d9ecc40a35ad937e.png\"><\/a><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s\/3UwjCOW5zXvWrF9KX52HYA?token=1869376418&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-626e40721358288b8a2c0d514d06fe32.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-626e40721358288b8a2c0d514d06fe32.png\"><\/a><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s\/3UwjCOW5zXvWrF9KX52HYA?token=1869376418&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-e0a616c694645ad0c787bee6361715ba.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-e0a616c694645ad0c787bee6361715ba.png\"><\/a><\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-58e6dc250d1fdd8c97dd0b6b1f938adc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-58e6dc250d1fdd8c97dd0b6b1f938adc.png\"><\/a><\/section>\n<section>\u4e0d\u8fc7\uff0c\u4ece\u4e2a\u4eba\u521b\u4f5c\u8005\u548c\u521d\u521b\u516c\u53f8\u5230\u5927\u578b\u4f01\u4e1a\uff0c\u5df2\u6709\u6570\u5343\u540d\u5ba2\u6237\u5728\u4f7f\u7528 Sonic\uff0c\u4e3b\u8981\u7528\u4e8e\u6570\u5b57\u4eba\u548c\u6e38\u620f\u573a\u666f\u3002<\/section>\n<section><\/section>\n<section>\u4f8b\u5982\uff0cAI \u6a21\u578b\u5e73\u53f0\u670d\u52a1\u5546 Cerebrium \u5c06 Sonic \u96c6\u6210\u5230\u4e86 AI Avatar \u4e2d\uff0c\u901a\u8fc7 Mistral-7B \u63d0\u4f9b\u5bf9\u8bdd\u80fd\u529b\uff0c\u914d\u5408 Tavus \u7684\u52a8\u753b\u6280\u672f\uff0c\u5b9e\u73b0\u4e86\u5b9e\u65f6\u4eba\u673a\u4e92\u52a8\u3002\u5728\u6e38\u620f\u9886\u57df\uff0cSonic \u4e0e Ego \u5408\u4f5c\uff0c\u4e3a NPC \u89d2\u8272\u6ce8\u5165\u4e86\u72ec\u7279\u7684\u58f0\u97f3\u4e2a\u6027\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/3UwjCOW5zXvWrF9KX52HYA?token=1869376418&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-fd5c9ddc3f1edc5930ad856b7ac68840.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-fd5c9ddc3f1edc5930ad856b7ac68840.png\"><\/a><\/a><\/section>\n<section>\u4ece\u514d\u8d39\u5230\u4f01\u4e1a\u7ea7\uff0cCartesia \u63d0\u4f9b\u591a\u5c42\u5b9a\u4ef7\u65b9\u6848\uff1a\u514d\u8d39\u7248\u53ef\u4f7f\u7528 1 \u4e07\u5b57\u7b26\uff1b\u4e13\u4e1a\u7248 5 \u7f8e\u5143 \/ \u6708\uff0c\u652f\u6301 10 \u4e07\u5b57\u7b26\uff1b\u521b\u4e1a\u7248 49 \u7f8e\u5143 \/ \u6708\uff0c\u53ef\u7528 125 \u4e07\u5b57\u7b26\uff1b\u6269\u5c55\u7248 299 \u7f8e\u5143 \/ \u6708\uff0c\u63d0\u4f9b 800 \u4e07\u5b57\u7b26\u989d\u5ea6\uff1b\u4f01\u4e1a\u7248\u5219\u5b8c\u5168\u5b9a\u5236\u5316\u3002\u5404\u7248\u672c\u7684\u7cfb\u7edf\u540c\u65f6\u80fd\u5904\u7406\u591a\u5c11\u4e2a\u8bed\u97f3\u751f\u6210\u4efb\u52a1\u4ece 1 \u5230 15 \u4e0d\u7b49\uff0c\u8d85\u51fa\u5b57\u7b26\u9650\u5236\u540e\u53ef\u6309\u91cf\u8ba1\u8d39\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-e0b21e5fbbd82c9f93977dc3de18361b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-e0b21e5fbbd82c9f93977dc3de18361b.png\"><\/a><\/section>\n<section>\u4e3a\u97f3\u9891\u548c\u89c6\u9891\u7b49\u5bcc\u5a92\u4f53\u4fe1\u53f7\u6784\u5efa\u957f\u4e0a\u4e0b\u6587\u751f\u6210\u6a21\u578b\u4e00\u76f4\u9762\u4e34\u7740\u63a7\u5236\u6027\u5dee\u3001\u5bb9\u6613\u51fa\u73b0\u504f\u5dee\u7684\u6311\u6218\u3002\u5728\u8fc7\u53bb\u51e0\u4e2a\u6708\uff0cCartesia \u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u7684 SSM \u591a\u6d41\u67b6\u6784\uff0c\u53ef\u4ee5\u5728\u591a\u4e2a\u4e0d\u540c\u6a21\u6001\u7684\u6570\u636e\u6d41\u4e0a\u5e76\u884c\uff0c\u8fdb\u884c\u6301\u7eed\u63a8\u7406\u548c\u751f\u6210\u3002<\/section>\n<section><\/section>\n<section>Cartesia \u5728\u535a\u5ba2\u4e2d\u79f0\uff0c\u300c\u5728\u8fd9\u4e2a\u65b0 SSM \u67b6\u6784\u57fa\u7840\u4e0a\uff0c\u6211\u4eec\u8bad\u7ec3\u4e86\u4e00\u4e2a\u7aef\u5230\u7aef\u7684\u8bed\u97f3\u751f\u6210\u6a21\u578b\uff0c\u5b83\u53ef\u4ee5\u5bf9\u6587\u672c\u8fdb\u884c\u7cbe\u7ec6\u63a7\u5236\u4ee5\u9632\u6b62\u5e7b\u89c9\uff0c\u540c\u65f6\u4fdd\u6301\u7aef\u5230\u7aef\u751f\u6210\u7684\u8d85\u9ad8\u771f\u5b9e\u611f\u3002\u8fd9\u6bd4\u4e4b\u524d\u7684\u7aef\u5230\u7aef\u97f3\u9891\u751f\u6210\u67b6\u6784\u6709\u4e86\u6839\u672c\u6027\u7684\u6539\u8fdb\uff0c\u514b\u670d\u4e86\u5904\u7406\u590d\u6742\u3001\u5197\u957f\u548c\u91cd\u590d\u7684\u6587\u672c\u65f6\u9047\u5230\u7684\u56f0\u96be\u3002<\/section>\n<section><\/section>\n<section>\u4ee5\u4e0b\u662f\u4e00\u4e9b\u300c\u5356\u5bb6\u79c0\u300d\uff1a<\/section>\n<section><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"91\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\u63d0\u793a\u8bcd\uff1a\u4f60\u5728\u4ee5\u4e0b\u65f6\u95f4\u6709\u7a7a\u5417\uff1f\u4e0a\u5348 10:00\u300110:05\u300110:10\u300110:15\u300110:20\u300110:25\u300110:30\u300110:35\u300110:40\u300110:45\u300110:50 \u6216 10:55?<\/section>\n<\/section>\n<\/blockquote>\n<section><a href=\"https:\/\/mp.weixin.qq.com\/s\/3UwjCOW5zXvWrF9KX52HYA?token=1869376418&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-34ad4c149ba351b84a94f371f3789bfc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-34ad4c149ba351b84a94f371f3789bfc.png\"><\/a><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"171\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\u63d0\u793a\u8bcd\uff1aHow much wood could a woodchuck chuck if a woodchuck could chuck wood? A woodchuck would chuck as much wood as a woodchuck could chuck if a woodchuck could chuck wood.<\/section>\n<\/section>\n<\/blockquote>\n<section><a href=\"https:\/\/mp.weixin.qq.com\/s\/3UwjCOW5zXvWrF9KX52HYA?token=1869376418&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-04c76f8221f9da0c258fcb3bad5c379f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-04c76f8221f9da0c258fcb3bad5c379f.png\"><\/a><\/a><\/section>\n<section>\u8fd9\u4e2a\u65b0\u6a21\u578b\uff08Sonic Preview\uff09\u540c\u6837\u4e5f\u53ef\u4ee5\u8bd5\u73a9\uff0c\u5728\u672a\u6765\u51e0\u5468\u5185\u5c06\u5f00\u653e API \u670d\u52a1\u3002<\/section>\n<p>Sonic Preview \u76ee\u524d\u8fd8\u672a\u5f00\u653e\u9664\u82f1\u8bed\u5916\u7684\u5176\u4ed6\u8bed\u79cd\u3002\u4e0d\u8fc7\uff0c\u636e\u6211\u4eec\u5728\u5b98\u65b9\u63d0\u4f9b\u7684 Playgound \u4e2d\u5b9e\u6d4b\uff0cSonic Preview \u7684\u8868\u73b0\u4e00\u822c\uff0c\u300c\u4e70\u5bb6\u79c0\u300d\u548c\u300c\u5356\u5bb6\u79c0\u300d\u5dee\u5f97\u8fd8\u662f\u6709\u70b9\u5927\u3002\u81f3\u4e8e\u535a\u5ba2\u4e2d\u5199\u7684\u300c\u8d85\u9ad8\u771f\u5b9e\u611f\u300d\u561b\uff0c\u53ef\u80fd\u8fd8\u9700\u7ee7\u7eed\u52aa\u529b\u3002\u00a0<a href=\"https:\/\/mp.weixin.qq.com\/s\/3UwjCOW5zXvWrF9KX52HYA?token=1869376418&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-255d6b3857b043e3a1249bcccb3ba922.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-255d6b3857b043e3a1249bcccb3ba922.png\"><\/a><\/a><\/p>\n<section><strong>\u56e2\u961f\u6210\u5458\u4ecb\u7ecd<\/strong><\/section>\n<section><\/section>\n<section>Cartesia \u867d\u7136\u624d\u521a\u521a\u5efa\u7acb\uff0c\u4f46\u5df2\u7ecf\u6709\u4e86 30 \u4f59\u4f4d\u5458\u5de5\u548c\u591a\u4f4d\u987e\u95ee\u3002\u8be5\u516c\u53f8\u7684\u7f51\u7ad9\u5199\u5230\uff1a\u300c\u6211\u4eec\u7684\u521b\u59cb\u56e2\u961f\u662f\u5728 Stanford AI Lab \u4e92\u76f8\u8ba4\u8bc6\u7684 PhD\uff0c\u6211\u4eec\u5728\u8fd9\u91cc\u53d1\u660e\u4e86\u72b6\u6001\u7a7a\u95f4\u6a21\u578b (SSM)\uff0c\u8fd9\u662f\u4e00\u79cd\u7528\u4e8e\u8bad\u7ec3\u66f4\u9ad8\u8d28\u91cf\u3001\u66f4\u9ad8\u6548\u7684\u5927\u89c4\u6a21\u57fa\u7840\u6a21\u578b\u7684\u57fa\u672c\u65b0\u539f\u8bed\u3002\u300d<\/section>\n<section><\/section>\n<section>\u4e0b\u9762\u6211\u4eec\u5c06\u7b80\u5355\u4ecb\u7ecd Cartesia \u7684\u4e00\u4e9b\u4e3b\u8981\u521b\u59cb\u6210\u5458\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-0f5bfbcb1d42fc064415af3a9ee3a573.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-0f5bfbcb1d42fc064415af3a9ee3a573.png\"><\/a><\/section>\n<section><strong>Albert Gu\uff0c\u62c5\u4efb\u9996\u5e2d\u79d1\u5b66\u5bb6<\/strong><\/section>\n<section><\/section>\n<section>Albert Gu\uff0c\u4ece Stanford AI Lab \u6bd5\u4e1a\u7684\u535a\u58eb\u751f\u4e4b\u4e00\uff0c\u73b0\u5728\u4e0d\u4ec5\u62c5\u4efb Cartesia \u9996\u5e2d\u79d1\u5b66\u5bb6\uff0c\u540c\u65f6\u4e5f\u662f\u5361\u5185\u57fa\u30fb\u6885\u9686\u5927\u5b66\u7684\u52a9\u7406\u6559\u6388\u3002\u4ed6\u8fd8\u5165\u9009\u4e86\u300a\u65f6\u4ee3\u300b\u6742\u5fd7 2024 \u5e74 AI \u9886\u57df\u767e\u5927\u5f71\u54cd\u529b\u4eba\u7269\u699c\u5355\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-7d29b91aebba2b01d194caefd8a1c92e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-7d29b91aebba2b01d194caefd8a1c92e.png\"><\/a><\/section>\n<section>2023 \u5e74\uff0c\u4ed6\u5728\u81ea\u5df1\u7684\u535a\u58eb\u5b66\u4f4d\u8bba\u6587\u4e2d\u63d0\u51fa\u4e86 S4 \u67b6\u6784\uff08Structured State Spaces for Sequence Modeling\uff09\uff0c\u4e4b\u540e\u4ed6\u4e0e Tri Dao \u5408\u4f5c\u7684 Mamba \u4fbf\u662f\u5728\u8fd9\u4e00\u67b6\u6784\u57fa\u7840\u4e0a\u7684\u8fdb\u4e00\u6b65\u6cdb\u5316\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-2701982d1dfe7909709c874af1823560.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-2701982d1dfe7909709c874af1823560.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/stacks.stanford.edu\/file\/druid:mb976vf9362\/gu_dissertation-augmented.pdf<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>Karan Goel\uff0c\u62c5\u4efb CEO<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d9e93420d88207d8d3b4d2208037c9b4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d9e93420d88207d8d3b4d2208037c9b4.png\"><\/a><\/section>\n<section>Karan Goel \u76ee\u524d\u6b63\u5728 Stanford AI Lab \u5c31\u8bfb\u535a\u58eb\uff0c\u5bfc\u5e08\u4e3a Chris R\u00e9 \u6559\u6388\uff1b\u6b64\u5916\uff0c\u4ed6\u7684\u5b66\u672f\u751f\u6daf\u4e2d\u8fd8\u5f97\u5230\u4e86\u591a\u4f4d\u540d\u5e08\u6307\u5bfc\uff0c\u5176\u4e2d\u5305\u62ec\u674e\u98de\u98de\u3001Emma Brunskill\u3001Jure Leskovec \u548c Sidhartha Sinha \u7b49\u591a\u4f4d\u65af\u5766\u798f\u6559\u6388\u3002<\/section>\n<section><\/section>\n<section>Goel \u7684\u7814\u7a76\u65b9\u5411\u975e\u5e38\u5e7f\u6cdb\uff0c\u5305\u62ec\u6a21\u578b\u5ba1\u8ba1\u65b9\u6cd5\uff08Robustness Gym\u3001Mandoline\uff09\u548c\u6a21\u578b\u7a33\u5065\u6027\uff08Model Patching\uff09\u3001\u673a\u5668\u5b66\u4e60\u4ea4\u4e92\u5f0f\u6570\u636e\u7cfb\u7edf\uff08Meerkat\uff09\u3001\u5e8f\u5217\u5efa\u6a21\u65b0\u539f\u8bed\uff08S4\uff09\u4ee5\u53ca\u5e8f\u5217\u6a21\u578b\u5728\u97f3\u9891\u751f\u6210\uff08SaShiMi\uff09\u3001\u56fe\u50cf\u548c\u89c6\u9891\u5206\u7c7b\uff08S4ND\uff09\u3001\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u548c\u533b\u7597\u5e94\u7528\uff08GERD Diagnosis\uff09\u4e2d\u7684\u5e94\u7528\u3002<\/section>\n<section><\/section>\n<section><strong>Chris R\u00e9<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-74b7e671ddb568aff9ecb493663ae3c1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-74b7e671ddb568aff9ecb493663ae3c1.png\"><\/a><\/section>\n<section>Christopher R\u00e9\uff0cStanford AI Lab\u3001\u57fa\u7840\u6a21\u578b\u7814\u7a76\u4e2d\u5fc3\u548c\u673a\u5668\u5b66\u4e60\u7814\u7a76\u7ec4\u526f\u6559\u6388\u3002Cartesia \u7684\u5176\u4ed6\u6240\u6709\u8054\u5408\u521b\u59cb\u4eba\u90fd\u662f\u4ed6\u7684\u5b66\u751f\u3002<\/section>\n<section><\/section>\n<section>R\u00e9 \u662f AI \u9886\u57df\u7684\u6700\u77e5\u540d\u7684\u7814\u7a76\u8005\u4e4b\u4e00\uff0c\u5176\u4e3b\u5bfc\u6216\u53c2\u4e0e\u7684\u7814\u7a76\u6210\u679c\u5305\u62ec Flash Attention\u3001\u66fe\u53d1\u8868\u4e8e Science \u5c01\u9762\u7684 Evo\u3001NeurIPS 2023 Spotlight \u8bba\u6587 HyenaDNA\u3001ICLR 2023 Spotlight \u8bba\u6587 Ask Me Anything \u7b49\u7b49\u8bb8\u591a\u3002<\/section>\n<section><\/section>\n<section><strong>Arjun Desai<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-8243165b392c91386415374fffcc4640.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-8243165b392c91386415374fffcc4640.png\"><\/a><\/section>\n<section>Arjun Desai \u4e5f\u662f Stanford AI Lab \u4e00\u4f4d\u5728\u8bfb\u535a\u58eb\u751f\u3002Akshay Chaudhari \u548c Chris R\u00e9 \u90fd\u662f\u4ed6\u7684\u5bfc\u5e08\u3002\u5176\u7814\u7a76\u91cd\u70b9\u662f\u4fe1\u53f7\u5904\u7406\u548c\u673a\u5668\u5b66\u4e60\uff0c\u4ee5\u53ca\u5982\u4f55\u4e3a\u533b\u7597\u548c\u79d1\u5b66\u9886\u57df\u7684\u5e94\u7528\u6784\u5efa\u53ef\u6269\u5c55\u7684\u90e8\u7f72\u548c\u9a8c\u8bc1\u7cfb\u7edf\u3002<\/section>\n<section><\/section>\n<section><strong>Brandon Yang<\/strong><\/section>\n<section><strong><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-5065101b0e615f349427f4c143da3835.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-5065101b0e615f349427f4c143da3835.png\"><\/a><\/strong><\/section>\n<section>Brandon Yang \u4e5f\u66fe\u5728 Stanford AI Lab \u4ece\u4e8b\u8fc7\u535a\u58eb\u7814\u7a76\uff0c\u4f46\u4e2d\u9014\u79bb\u5f00\u5b66\u672f\u754c\u8fdb\u5165\u804c\u573a\u3002\u4e4b\u540e\u5148\u540e\u5728\u591a\u5bb6\u516c\u53f8\u548c\u56e2\u961f\u4ece\u4e8b\u5f00\u53d1\u5de5\u4f5c\u30022016 \u5e74\uff0c\u4ed6\u53c2\u4e0e\u521b\u7acb\u4e86\u751f\u4ea7\u529b\u5e73\u53f0\u516c\u53f8 Cadence \u5e76\u62c5\u4efb CEO\u3002\u4e4b\u540e\u53c8\u56de\u5230 Stanford AI Lab \u62c5\u4efb\u8fc7\u4e00\u6bb5\u65f6\u95f4\u7684\u7814\u7a76\u52a9\u7406\uff0c\u5728 Emma Brunskill \u7684\u6307\u5bfc\u4e0b\u53c2\u4e0e\u4e86\u751f\u6210\u5bf9\u6297\u6811\u641c\u7d22\u7814\u7a76\uff0c\u5e76\u5728\u5434\u6069\u8fbe\u7684\u6307\u5bfc\u4e0b\u7814\u7a76\u5f00\u53d1\u4e86\u4e00\u4e9b\u7528\u4e8e\u533b\u5b66\u95ee\u9898\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u548c\u6570\u636e\u96c6\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u6bb5\u7ecf\u5386\u4e4b\u540e\uff0c\u4ed6\u53c8\u5148\u540e\u5728 deeplearning.ai\u3001\u8c37\u6b4c\u3001Snorkel AI \u7b49\u516c\u53f8\u5de5\u4f5c\u3002\u53ef\u4ee5\u8bf4\u5177\u6709\u975e\u5e38\u4e30\u5bcc\u7684\u5b66\u672f\u754c\u548c\u4ea7\u4e1a\u754c\u7ecf\u5386\u3002<\/section>\n<section><\/section>\n<section><strong>\u5176\u4ed6\u6210\u5458<\/strong><\/section>\n<section><\/section>\n<section>\u9664\u4e86\u4ee5\u4e0a\u7684\u8054\u5408\u521b\u59cb\u56e2\u961f\uff0cCartesia \u8fd8\u5438\u7eb3\u4e86\u53e6\u4e00\u4e9b\u7814\u7a76\u8005\u548c\u5f00\u53d1\u8005\u7684\u52a0\u5165\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-a2692126df8bd6cdfe3bb47f780575cb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-a2692126df8bd6cdfe3bb47f780575cb.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Cartesia \u7684\u6280\u672f\u56e2\u961f<\/sup><\/em><\/section>\n<section><\/section>\n<section>Cartesia \u4e5f\u6709\u4e00\u4e2a\u76f8\u5f53\u5389\u5bb3\u7684\u987e\u95ee\u56e2\u961f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-fa697b2732bbfc1967a212c9c4a18c57.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-fa697b2732bbfc1967a212c9c4a18c57.png\"><\/a><\/section>\n<ul>\n<li>\n<section>Tri Dao\uff1aTogether AI \u9996\u5e2d\u79d1\u5b66\u5bb6\u3001\u666e\u6797\u65af\u987f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u52a9\u7406\u6559\u6388\u3001Flash Attention \u63d0\u51fa\u8005\u3001Mamba \u7684\u53e6\u4e00\u4f4d\u4f5c\u8005\u3002<\/section>\n<\/li>\n<li>\n<section>Stefano Ermon\uff0c\u65af\u5766\u798f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u526f\u6559\u6388\u3002<\/section>\n<\/li>\n<li>\n<section>Simran Arora\uff0cStanford AI Lab \u5728\u8bfb\u535a\u58eb\uff0c\u5176\u4e00\u4f5c\u8bba\u6587\u300aAsk Me Anything: A simple strategy for prompting language models\u300b\u662f ICLR 2023 \u7684 Spotlight \u8bba\u6587\u3002<\/section>\n<\/li>\n<li>\n<section>Sabri Eyuboglu\uff0cStanford AI Lab \u5728\u8bfb\u535a\u58eb\uff0c\u5176\u4e00\u4f5c\u8bba\u6587\u300aSimple linear attention models balance the recall-throughput tradeoff\u300b\u83b7\u5f97\u4e86 ICML 2024\uff08\u7528\u4e8e\u57fa\u7840\u6a21\u578b\u7684\u9ad8\u6548\u7cfb\u7edf\u7814\u8ba8\u4f1a\uff09 \u7684\u6700\u4f73\u8bba\u6587\u5956\u3002<\/section>\n<\/li>\n<li>\n<section>Ishaan Preet Singh\uff0c\u6295\u8d44\u8005\u4e4b\u4e00\uff0c\u66fe\u53c2\u4e0e\u6295\u8d44\u4e86\u591a\u5bb6\u521b\u4e1a\u516c\u53f8\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u62d3\u5c55\u9605\u8bfb\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650901741&amp;idx=2&amp;sn=5ea68d9eaa7ed0ed071ef6d63bcaa6a1&amp;scene=21#wechat_redirect\" target=\"_blank\">\u6311\u6218Transformer\u7684Mamba\u662f\u4ec0\u4e48\u6765\u5934\uff1f\u4f5c\u8005\u535a\u58eb\u8bba\u6587\u7406\u6e05SSM\u8fdb\u5316\u8def\u5f84<\/a><\/section>\n<\/li>\n<li>\n<section><a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650899414&amp;idx=1&amp;sn=b6c34617d6d0f45b3ad3da9ea6385206&amp;chksm=84e447a8b393cebe030f1b2dc3e5372e3258f772bdf8510134e1d551d82558225a8454399619&amp;scene=21#wechat_redirect\" target=\"_blank\">\u4e94\u500d\u541e\u5410\u91cf\uff0c\u6027\u80fd\u5168\u9762\u5305\u56f4Transformer\uff1a\u65b0\u67b6\u6784Mamba\u5f15\u7206AI\u5708<\/a><\/section>\n<\/li>\n<\/ul>\n<section><sup><br \/><\/sup><\/section>\n<section><sup><em>\u53c2\u8003\u94fe\u63a5\uff1a<\/em><\/sup><\/section>\n<section><sup><em>https:\/\/x.com\/_albertgu\/status\/1867276846917906592<\/em><\/sup><\/section>\n<section><em><sup>https:\/\/www.cartesia.ai\/blog\/seed<\/sup><\/em><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-12-13-7\" target=\"_blank\">Mamba\u4f5c\u8005\u5e26\u65af\u5766\u798f\u540c\u5b66\u3001\u5bfc\u5e08\u521b\u4e1a\uff0cCartesia\u83b72700\u4e07\u7f8e\u5143\u79cd\u5b50\u8f6e\u878d\u8d44<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:Mamba\u4f5c\u8005\u5e26\u65af\u5766\u798f [&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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