{"id":10020245,"date":"2024-07-31T00:00:00","date_gmt":"2024-07-31T00:00:00","guid":{"rendered":"https:\/\/itmax.cn\/?p=10020245"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T16:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10020245","title":{"rendered":"\u82f9\u679cAI\u7248iOS\u9996\u65e5\u706b\u7206\uff1a\u804a\u5929\u79d2\u53d8\u9ad8\u60c5\u5546\uff0c\u5927\u6a21\u578b\u6210\u6700\u5f3a\u5634\u66ff\uff0cSiri\u534e\u4e3d\u53d8\u8eab"},"content":{"rendered":"<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/31\/6a7da368-4edb-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u5b83\u6765\u4e86\u5b83\u6765\u4e86\uff0c\u82f9\u679c\u7684Apple Intelligence\u7ec8\u4e8e\u4e0e\u679c\u7c89\u89c1\u9762\u4e86\uff01<\/p>\n<p>\u968f\u7740iOS 18.1 Beta\u7248\u7684\u4e0a\u7ebf\uff0c\u6ce8\u518c\u5f00\u53d1\u8005\u4ece\u5373\u65e5\u8d77\u5c31\u80fd\u4f53\u9a8c\u5230\u82f9\u679cAI\u7684\u90e8\u5206\u529f\u80fd\u3002<\/p>\n<p>\u6700\u660e\u663e\u7684\u4e00\u5904\u5c31\u662fSiri\u7684\u5168\u9762\u6362\u65b0\uff0c\u53d8\u8eab\u6210\u4e86Apple Intelligence &amp; Siri\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/adceffcc-4e72-11ef-8321-00163e142b65.gif\" \/><\/p>\n<p>\u53e6\u4e00\u9879\u91cd\u78c5\u66f4\u65b0\u5c31\u662f\u5199\u4f5c\u529f\u80fd\u4e86\uff0c\u5b83\u53ef\u4ee5\u5e2e\u5fd9\u6da6\u8272\u63a8\u7279\u8bc4\u8bba\uff0c\u4e09\u4e0b\u4e94\u9664\u4e8c\u5c31\u80fd\u628a\u9ad8\u7ea7\u8868\u8fbe\u65b9\u5f0f\u5b89\u6392\u8d77\u6765\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/ae8d8cbc-4e72-11ef-8321-00163e142b65.gif\" \/><\/p>\n<p>\u751a\u81f3dirty words\u4e5f\u80fd\u5206\u5206\u949f\u53d8\u5f97\u5112\u96c5\u968f\u548c\uff1a<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/af2eba38-4e72-11ef-8321-00163e142b65.gif\" \/><\/p>\n<p>\u5f00\u542fApple Intelligence\u540e\uff0c\u82f9\u679c\u81ea\u7814\u7684\u7aef\u4fa7\u5927\u6a21\u578b\u5c31\u4f1a\u88ab\u4e0b\u8f7d\u5230\u8bbe\u5907\u5f53\u4e2d\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/afde2b30-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u6839\u636e\u624b\u5feb\u7684\u7f51\u53cb\u4f53\u9a8c\u53cd\u9988\uff0c\u4e0d\u50cf\u5176\u4ed6\u5bb6\u7684AI\u90a3\u6837\u52a8\u4e0d\u52a8\u5c31\u662f\u62d2\u7edd\u670d\u52a1\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b048c558-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u82f9\u679c\u81ea\u5bb6\u5927\u6a21\u578b\u7684\u62a5\u544a\u4e5f\u5df2\u51fa\u7089\uff0c\u62ab\u9732\u4e86\u5927\u91cf\u6280\u672f\u7ec6\u8282\u3002<\/p>\n<div class=\"js-star yyp--fancyPost\" data-id=\"45\"><\/div>\n<p>\u62a5\u544a\u663e\u793a\uff0c\u5728\u6307\u4ee4\u9075\u5faa\u3001\u6587\u672c\u603b\u7ed3\u7b49\u4efb\u52a1\u4e0a\uff0c\u82f9\u679c\u4e91\u7aef\u5927\u6a21\u578b\u53d6\u5f97\u4e86\u8d85\u8fc7GPT-4\u7684\u6210\u7ee9\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b0a65b96-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u82f9\u679c\u57fa\u7840\u5927\u6a21\u578b\u56e2\u961f\u8d1f\u8d23\u4eba\u5e9e\u82e5\u9e23\uff08Ruoming Pang\uff09\u4e5f\u8868\u793a\uff0c\u5176\u6a21\u578b\u4e0e\u4e00\u4e9b\u540c\u7c7b\u6700\u4f73\u6a21\u578b\u76f8\u6bd4\u5177\u6709\u7ade\u4e89\u529b\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b155ddbe-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u5e9e\u82e5\u9e23\u662f\u666e\u6797\u65af\u987f\u8ba1\u7b97\u673a\u535a\u58eb\uff0c\u672c\u7855\u5206\u522b\u6bd5\u4e1a\u4e8e\u4e0a\u6d77\u4ea4\u5927\u548c\u5357\u52a0\u5dde\u5927\u5b66\uff0c\u4e8e2021\u5e74\u52a0\u5165\u82f9\u679c\uff0c\u6b64\u524d\u5728\u8c37\u6b4c\u62c5\u4efb\u4e8615\u5e74\u7684\u5de5\u7a0b\u5e08\u3002<\/p>\n<p>Apple Intelligence\u7684\u4e3b\u8981\u5bf9\u8bdd\u529f\u80fd\uff0c\u6b63\u662f\u7531\u4ed6\u7387\u9886\u7684\u56e2\u961f\u7814\u53d1\u7684\u6a21\u578b\u63d0\u4f9b\u652f\u6301\u3002<\/p>\n<div class=\"js-star yyp--fancyPost\" data-id=\"45\"><\/div>\n<p>\u8fd9\u6b21\u4ed6\u8fd8\u5f3a\u8c03\uff0c\u8fd9\u4e9b\u57fa\u7840\u6a21\u578b\u201c\u5e76\u4e0d\u662f\u804a\u5929\u673a\u5668\u4eba\u201d\uff0c\u800c\u662f\u652f\u6301\u5e7f\u6cdb\u7684\u529f\u80fd\uff0c\u5305\u62ec\u6458\u8981\u3001\u5199\u4f5c\u5e2e\u52a9\u3001\u5de5\u5177\u4f7f\u7528\u548c\u4ee3\u7801\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b1e42362-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u53e6\u5916\uff0c\u82f9\u679c\u4e5f\u7814\u53d1\u4e86\u8bb8\u591a\u81ea\u7814\u7b97\u6cd5\uff0c\u4e3a\u63d0\u9ad8\u6a21\u578b\u8868\u73b0\u63d0\u4f9b\u4e86\u52a0\u6301\uff0c\u5177\u4f53\u4fe1\u606f\u4e5f\u5728\u62a5\u544a\u4e2d\u88ab\u62ab\u9732\u3002<\/p>\n<p>\u8fd8\u6709\u7ec6\u5fc3\u7684\u7f51\u53cb\u4ece\u4e2d\u53d1\u73b0\u4e86\u534e\u70b9\u2014\u2014<\/p>\n<p>\u82f9\u679c\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u7528\u7684\u662f\u8c37\u6b4cTPU\u96c6\u7fa4\uff0c\u82f1\u4f1f\u8fbe\u542b\u91cf\u7adf\u7136\u4e3a\u96f6\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b240de36-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<h2  id=\"toc-1\" class=\"jltoc--item\">\u4e8c\u3001Siri\u5347\u7ea7\uff0c\u4f46ChatGPT\u6682\u672a\u63a5\u5165<\/h2>\n<p>\u8981\u60f3\u4f53\u9a8c\u5230\u82f9\u679c\u7684Apple Intelligence\uff0c\u9700\u8981\u6ee1\u8db3\u7684\u6761\u4ef6\u6709\u4e0d\u5c11\u3002<\/p>\n<p>\u9996\u5148\uff0c\u642d\u8f7d\u5b83\u7684iOS 18.1 Beta\u7248\u76ee\u524d\u662f99\u7f8e\u91d1\u4e00\u5e74\u7684\u6ce8\u518c\u5f00\u53d1\u8005\u9650\u5b9a\uff0c\u6240\u4ee5\u666e\u901a\u7528\u6237\u8fd8\u5f97\u7b49\u7b49\u3002<\/p>\n<p>\u8fd8\u6709\u5c31\u662f\u4e4b\u524d\u8bf4\u8fc7\u7684\uff0c\u53ea\u652f\u6301M\u7cfb\u548cA17 Pro\u82af\u7247\uff0c\u4e5f\u5c31\u662f\u8bf4iPhone\u4e2d\u53ea\u6709\u90e8\u5206\u5730\u533a\u768415 Pro\u548c15 Pro Max\u80fd\u7528\u3002<\/p>\n<p>\u9664\u4e86\u786c\u4ef6\u548c\u8eab\u4efd\u8981\u6c42\uff0c\u7cfb\u7edf\u8bbe\u7f6e\u4e5f\u9700\u8981\u4fee\u6539\uff0c\u8981\u5c06\u5730\u533a\u8bbe\u7f6e\u4e3a\u7f8e\u56fd\uff0c\u4e14\u8bbe\u5907\u548cSiri\u7684\u8bed\u8a00\u90fd\u8981\u6539\u6210\u82f1\u8bed\u3002<\/p>\n<p>\u6ee1\u8db3\u4e86\u6240\u6709\u8fd9\u4e9b\u8981\u6c42\u4e4b\u540e\uff0c\u5c31\u53ef\u4ee5\u2026\u2026\u52a0\u5165\u7b49\u5f85\u961f\u5217\u4e86\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b2acd38e-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u6b64\u6b21\u4e0a\u7ebf\u7684Apple Intelligence\u662f\u90e8\u5206\u529f\u80fd\uff0c\u4e3b\u8981\u56f4\u7ed5\u6587\u672c\u751f\u6210\u3001Siri\u548c\u76f8\u518c\u8fd9\u51e0\u4e2a\u6a21\u5757\u3002<\/p>\n<p>\u5148\u8bf4\u6587\u672c\u751f\u6210\uff0c\u4f5c\u4e3a\u82f9\u679cAI\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\uff0c\u8be5\u529f\u80fd\u7684\u89c6\u9002\u7528\u8303\u56f4\u4e0d\u5c40\u9650\u4e8e\u82f9\u679c\u5b98\u65b9\u5e94\u7528\u3002<\/p>\n<p>\u53ea\u8981\u4f7f\u7528\u6807\u51c6\u8f93\u5165\u6587\u672c\u7cfb\u7edf\uff0c\u5728\u7b2c\u4e09\u65b9\u5e94\u7528\u7a0b\u5e8f\u5f53\u4e2d\u4e5f\u80fd\u5229\u7528\u8be5\u529f\u80fd\u8fdb\u884c\u6587\u672c\u603b\u7ed3\u3001\u6821\u5bf9\u548c\u91cd\u5199\u3002<\/p>\n<p>\u53e6\u5916\u7ed3\u5408iOS 18 Beta\u7684\u8bed\u97f3\u5907\u5fd8\u5f55\u4e2d\u5df2\u7ecf\u4e0a\u7ebf\u7684\u97f3\u9891\u8f6c\u5f55\u529f\u80fd\uff0c\u6587\u672c\u751f\u6210\u7cfb\u7edf\u8fd8\u53ef\u4ee5\u4e3a\u5f55\u97f3\u751f\u6210\u6458\u8981\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b311738e-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u7b2c\u4e8c\u4e2a\u6bd4\u8f83\u91cd\u8981\u7684\u66f4\u65b0\u5c31\u662fSiri\u4e86\u3002<\/p>\n<p>\u754c\u9762\u4e0a\uff0c\u65b0\u7248Siri\u4e0d\u518d\u662f\u4e00\u4e2a\u5706\u5f62\u56fe\u6807\uff0c\u5728\u8fd0\u884c\u65f6\u4f1a\u6709\u73af\u7ed5\u5c4f\u5e55\u7684\u5f69\u8272\u5149\u4e0d\u65ad\u95ea\u52a8\u3002<\/p>\n<p>\u800c\u4e14\u8fd8\u7ed9\u4e0d\u60f3\u8bed\u97f3\u5bf9\u8bdd\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u6587\u672c\u5bf9\u8bdd\u65b9\u5f0f\uff0c\u53cc\u51fb\u5c4f\u5e55\u5e95\u90e8\u5373\u53ef\u8c03\u51fa\u952e\u76d8\uff0c\u4e0eSiri\u6253\u5b57\u4ea4\u6d41\u3002<\/p>\n<p>\u5185\u5bb9\u65b9\u9762\uff0c\u65b0\u7248Siri\u5c06\u80fd\u591f\u89e3\u7b54\u4e0e\u82f9\u679c\u4ea7\u54c1\u76f8\u5173\u7684\u95ee\u9898\uff0c\u5e2e\u52a9\u7528\u6237\u8fdb\u884c\u6545\u969c\u6392\u9664\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u65b0\u7684Siri\u8fd8\u53ef\u4ee5\u591f\u7406\u89e3\u4ece\u4e00\u4e2a\u67e5\u8be2\u5230\u4e0b\u4e00\u4e2a\u67e5\u8be2\u7684\u4e0a\u4e0b\u6587\uff0c\u4f8b\u5982\u8981\u6c42Siri\u521b\u5efa\u65e5\u5386\u4e8b\u4ef6\uff0c\u7136\u540e\u8bf7\u6c42\u521b\u5efa\u63d0\u9192\uff0c\u800c\u65e0\u9700\u91cd\u8ff0\u6b63\u5728\u8c08\u8bba\u7684\u5185\u5bb9\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u4e4b\u524d\u4ecb\u7ecd\u7684\u5c4f\u5e55\u611f\u77e5\u529f\u80fd\uff0c\u5e76\u672a\u5305\u542b\u5728\u6b64\u6b21Siri \u7684\u66f4\u65b0\u5f53\u4e2d\u3002<\/p>\n<p>\u76f8\u518c\u7684\u66f4\u65b0\u5219\u8ba9\u7528\u6237\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u641c\u7d22\u7279\u5b9a\u7167\u7247\uff0c\u751a\u81f3\u662f\u89c6\u9891\u5f53\u4e2d\u7684\u5177\u4f53\u65f6\u523b\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b6091380-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u4ee5\u4e0a\u5c31\u662f\u672c\u6b21\u5f00\u53d1\u8005\u6d4b\u8bd5\u7248\u672c\u4e2d\u6709\u5173AI\u7684\u5927\u81f4\u5185\u5bb9\uff0c\u9700\u8981\u6307\u51fa\u7684\u662f\uff0c\u8fd9\u53ea\u662f\u4e4b\u524d\u53d1\u5e03\u4f1a\u4e0a\u6240\u5c55\u793a\u7684\u529f\u80fd\u4e2d\u7684\u4e00\u90e8\u5206\uff0c\u8fd8\u6709\u5f88\u591a\u6ca1\u6709\u4e0a\u7ebf\u3002<\/p>\n<p>\u7279\u522b\u5730\uff0c\u4e4b\u524d\u63d0\u5230\u8fc7\u7684ChatGPT\u96c6\u6210\uff0c\u6b64\u6b21\u66f4\u65b0\u4e5f\u6682\u672a\u63a5\u5165\u3002\u89e3\u5bc6\u82f9\u679c\u5927\u6a21\u578b<\/p>\n<p>\u82f9\u679c\u5df2\u7ecf\u8bf4\u8fc7\uff0cChatGPT\u5728\u82f9\u679cAI\u4e2d\u4e0d\u662f\u5fc5\u9009\u9879\uff0c\u4e3b\u8981\u529f\u80fd\u662f\u7531\u81ea\u5bb6\u7684\u5927\u6a21\u578b\u9a71\u52a8\u3002<\/p>\n<p>\u800c\u5173\u4e8e\u8fd9\u4e2a\u6a21\u578b\uff0c\u82f9\u679c\u4e5f\u5728\u4e0a\u7ebf\u7684\u540c\u65f6\u53d1\u5e03\u4e86\u5168\u9762\u7684\u6280\u672f\u62a5\u544a\u3002<\/p>\n<p>\u6a21\u578b\u7684\u540d\u5b57\u7b80\u5355\u7c97\u66b4\uff0c\u5c31\u53eb\u82f9\u679c\u57fa\u7840\u6a21\u578b\uff08Apple Foundation Model\uff0c\u7b80\u79f0AFM\uff09\uff0c\u6709\u7aef\u4fa7\uff08on-device\uff09\u548c\u4e91\u4fa7\uff08server\uff09\u4e24\u4e2a\u7248\u672c\u3002<\/p>\n<p>\u7aef\u4fa7\u6a21\u578b\u7684\u53c2\u6570\u91cf\u57283B\u5de6\u53f3\uff0c\u4e91\u4fa7\u5219\u672a\u5177\u4f53\u900f\u9732\uff0c\u53ea\u8bf4\u662f\u6bd4\u7aef\u4fa7\u66f4\u5927\uff0c\u4e8c\u8005\u90fd\u670932k\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b6c21d8a-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<h2  id=\"toc-2\" class=\"jltoc--item\">\u4e09\u3001\u8bad\u7ec3\u8fc7\u7a0b\u82f1\u4f1f\u8fbe\u542b\u91cf\u4e3a0<\/h2>\n<p>\u6a21\u578b\u7684\u8bad\u7ec3\u901a\u8fc7\u81ea\u5bb6\u57fa\u4e8eJAX\u7684AXLearn\u6846\u67b6\u8fdb\u884c\uff0c\u5e76\u91c7\u7528\u4e86\u5f20\u91cf\u5e76\u884c\u3001\u6d41\u6c34\u5e76\u884c\u7b49\u7b56\u7565\u3002<\/p>\n<p>\u786c\u4ef6\u5219\u91c7\u7528\u7684\u662f\u8c37\u6b4cTPU\uff0c\u5176\u4e2d\u4e91\u4fa7\u7528\u4e868192\u9897TPUv4\u82af\u7247\uff0c\u7aef\u4fa7\u7528\u4e862048\u9897TPUv5p\u82af\u7247\uff0c\u603b\u4e4b\u82f1\u4f1f\u8fbe\u542b\u91cf\u4e3a0\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b7235ab4-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u6570\u636e\u5219\u4e3b\u8981\u6765\u6e90\u4e8e\u901a\u8fc7Applebot\u722c\u53d6\u7684\u7f51\u9875\uff0c\u4ee5\u53ca\u6709\u516c\u5171\u8bb8\u53ef\u7684\u4ee3\u7801\u548c\u6570\u5b66\u6570\u636e\u96c6\u3002<\/p>\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u82f9\u679c\u9009\u7528\u7684\u6570\u636e\u96c6\u4e2d\u65e0\u4e00\u4f7f\u7528GPL\uff0c\u90fd\u662fMIT\u3001Apache\u3001CC0\u8fd9\u4e9b\u5f00\u653e\u7a0b\u5ea6\u66f4\u9ad8\u7684\u5f00\u6e90\u534f\u8bae\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b79054f2-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u6d41\u7a0b\u4e0a\uff0cAFM\u7684\u9884\u8bad\u7ec3\u8fc7\u7a0b\u5171\u5206\u4e09\u4e2a\u9636\u6bb5\u2014\u2014\u6838\u5fc3\u8bad\u7ec3\u3001\u7ee7\u7eed\u8bad\u7ec3\u548c\u4e0a\u4e0b\u6587\u5ef6\u957f\u3002<\/p>\n<p>\u5728\u6838\u5fc3\u8bad\u7ec3\u9636\u6bb5\u4e2d\uff0c\u4e91\u4fa7\u7248\u672c\u7684\u6570\u636e\u91cf\u67096.3T tokens\uff0c\u7a97\u53e3\u957f\u5ea6\u4e3a4096\uff0c\u7aef\u4fa7\u7248\u672c\u5219\u662f\u5728\u6b64\u57fa\u7840\u4e4b\u4e0a\u84b8\u998f\u5f97\u5230\u3002<\/p>\n<p>\u7ee7\u7eed\u8bad\u7ec3\u65f6\uff0c\u4f4e\u8d28\u91cf\u6570\u636e\u7684\u6743\u91cd\u4f1a\u88ab\u964d\u4f4e\uff0c\u5e76\u4f7f\u7528\u6570\u5b66\u3001\u4ee3\u7801\u4ee5\u53ca\u83b7\u5f97\u6388\u6743\u7684\u9ad8\u8d28\u91cf\u6570\u636e\uff0c\u5bf9\u6a21\u578b\u80fd\u529b\u8fdb\u884c\u63d0\u5347\u3002<\/p>\n<p>\u8be5\u8fc7\u7a0b\u4f7f\u7528\u4e861T tokens\u7684\u6570\u636e\uff0c\u7a97\u53e3\u957f\u5ea6\u4e5f\u4ece4096\u53d8\u6210\u4e868192\u3002<\/p>\n<p>\u5230\u4e86\u4e0b\u4e00\u9636\u6bb5\uff0c\u7a97\u53e3\u957f\u5ea6\u88ab\u8fdb\u4e00\u6b65\u6269\u5145\u523032k\uff0c\u6d89\u53ca\u957f\u5e8f\u5217\u6587\u672c\u548c\u5408\u6210\u6570\u636e\uff0c\u603b\u91cf\u4e3a100B tokens\u3002\u72ec\u521b\u5f3a\u5316\u5b66\u4e60\u65b0\u7b97\u6cd5<\/p>\n<p>AFM\u7684\u540e\u8bad\u7ec3\u5219\u5305\u62ec\u6307\u5bfc\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u3001\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\uff08RLHF\uff09\u7b49\u5de5\u4f5c\u3002<\/p>\n<p>\u5176\u4e2dSFT\u9636\u6bb5\u4f7f\u7528\u4e86\u5408\u6210\u6570\u636e\u4e0e\u4eba\u7c7b\u6807\u6ce8\u6570\u636e\uff0c\u5408\u6210\u6570\u636e\u4e3b\u8981\u5173\u4e8e\u6570\u5b66\u3001\u5de5\u5177\u4f7f\u7528\u548c\u4ee3\u7801\u3002<\/p>\n<p>\u800c\u5728RLHF\u9636\u6bb5\uff0c\u82f9\u679c\u81ea\u521b\u4e86iTeC\u548cMDLOO\u4e24\u79cd\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\u3002<\/p>\n<p>iTeC\u5168\u79f0Iterative Teaching Committee\uff0c\u53ef\u8bd1\u4f5c\u201c\u8fed\u4ee3\u6559\u5b66\u59d4\u5458\u4f1a\u201d\uff0c\u662f\u4e00\u79cd\u7528\u4e8e\u5f3a\u5316\u5b66\u4e60\u540e\u8bad\u7ec3\u7684\u7b97\u6cd5\uff0c\u65e8\u5728\u901a\u8fc7\u591a\u8f6e\u8fed\u4ee3\u4f18\u5316\u6a21\u578b\u7684\u6027\u80fd\u3002<\/p>\n<p>\u5176\u6838\u5fc3\u601d\u60f3\u662f\u7ed3\u5408\u4e0d\u540c\u7684\u504f\u597d\u4f18\u5316\u7b97\u6cd5\uff0c\u5305\u62ec\u62d2\u7edd\u91c7\u6837\u3001\u76f4\u63a5\u504f\u597d\u4f18\u5316\uff08DPO\uff09\uff0c\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u4ece\u591a\u79cd\u4f18\u5316\u7b56\u7565\u4e2d\u53d7\u76ca\uff0c\u4ece\u800c\u63d0\u9ad8\u5176\u5bf9\u7279\u5b9a\u4efb\u52a1\u7684\u9002\u5e94\u6027\u548c\u6027\u80fd\u3002<\/p>\n<p>\u5728\u6bcf\u6b21\u8fed\u4ee3\u4e2d\uff0ciTeC\u4f1a\u4ece\u6700\u65b0\u7684\u6a21\u578b\u4e2d\u9009\u62e9\u4e00\u7ec4\u8868\u73b0\u6700\u597d\u7684\u6a21\u578b\uff0c\u5f62\u6210\u4e00\u4e2a\u201c\u6a21\u578b\u59d4\u5458\u4f1a\u201d\u3002\u8fd9\u4e9b\u6a21\u578b\u662f\u7ecf\u8fc7SFT\u3001RS\u3001DPO\/IPO\u548cRL\u7b49\u4e0d\u540c\u8bad\u7ec3\u65b9\u6cd5\u5f97\u5230\u7684\u3002<\/p>\n<p>\u901a\u8fc7\u6536\u96c6\u4eba\u7c7b\u5bf9\u6a21\u578b\u54cd\u5e94\u7684\u504f\u597d\u53cd\u9988\uff0ciTeC\u4e0d\u65ad\u66f4\u65b0\u5176\u5956\u52b1\u6a21\u578b\uff0c\u5e76\u7528\u4e8e\u8bad\u7ec3\u65b0\u7684\u6a21\u578b\u96c6\u5408\u3002<\/p>\n<p>\u6bcf\u6536\u96c6\u4e00\u6279\u4eba\u7c7b\u504f\u597d\u6570\u636e\u540e\uff0ciTeC\u4f1a\u5237\u65b0\u5176\u5956\u52b1\u6a21\u578b\uff0c\u5e76\u8bad\u7ec3\u65b0\u7684\u6a21\u578b\u96c6\u5408\uff0c\u4ee5\u6b64\u5faa\u73af\u8fdb\u884c\u591a\u8f6e\u8fed\u4ee3\uff0c\u9010\u6b65\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002<\/p>\n<p>MDLOO\u5219\u662f\u4e00\u79cd\u5728\u7ebf\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\uff0c\u7279\u522b\u8bbe\u8ba1\u7528\u4e8e\u4f18\u5316\u6a21\u578b\u7684\u54cd\u5e94\u8d28\u91cf\u3002<\/p>\n<p>\u4f5c\u4e3a\u5728\u7ebf\u7b97\u6cd5\uff0c\u5b83\u80fd\u5728\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5b9e\u65f6\u89e3\u7801\u54cd\u5e94\uff0c\u5e76\u5e94\u7528RL\u7b97\u6cd5\u6765\u6700\u5927\u5316\u5956\u52b1\u3002<\/p>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u8fd9\u79cd\u65b9\u6cd5\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u65ad\u5b66\u4e60\u548c\u8c03\u6574\u5176\u7b56\u7565\uff0c\u4ee5\u751f\u6210\u66f4\u7b26\u5408\u4eba\u7c7b\u504f\u597d\u7684\u54cd\u5e94\u3002<\/p>\n<p>\u5177\u4f53\u5b9e\u73b0\u4e0a\uff0c\u5b83\u7ed3\u5408\u4e86\u7559\u4e00\u6cd5\uff08Leave-One-Out\uff0cLOO\uff09\u4f18\u52bf\u4f30\u8ba1\u5668\u548c\u955c\u50cf\u4e0b\u964d\u7b56\u7565\u4f18\u5316\uff08MDPO\uff09\uff0c\u4ee5\u5b9e\u73b0\u66f4\u7a33\u5b9a\u548c\u6709\u6548\u7684\u7b56\u7565\u66f4\u65b0\u3002\u7aef\u4fa7\u6df7\u5408\u7cbe\u5ea6\u91cf\u5316<\/p>\n<p>\u4e3a\u4e86\u8ba9\u7aef\u4fa7\u6a21\u578b\u66f4\u9ad8\u6548\u8fd0\u884c\uff0c\u540c\u65f6\u907f\u514d\u5360\u7528\u8fc7\u591a\u5185\u5b58\u8d44\u6e90\uff0c\u82f9\u679c\u5bf9AFM\u7684\u7aef\u4fa7\u7248\u672c\u8fdb\u884c\u4e86\u91cf\u5316\u64cd\u4f5c\u3002<\/p>\n<p>\u5177\u4f53\u6765\u8bf4\uff0c\u82f9\u679c\u91c7\u7528\u4e86\u6df7\u5408\u7cbe\u5ea6\u7684\u91cf\u5316\u65b9\u5f0f\uff0c\u9488\u5bf9\u4e0d\u540c\u73af\u8282\u91c7\u7528\u4e86\u4e0d\u540c\u7684\u91cf\u5316\u7cbe\u5ea6\u3002<\/p>\n<p>\u82f9\u679c\u91c7\u7528\u7684\u65b9\u5f0f\u88ab\u79f0\u4e3a\u201c\u8c03\u8272\u677f\u201d\u7b56\u7565\uff0c\u5728\u8c03\u8272\u677f\u91cf\u5316\u4e2d\uff0c\u6743\u91cd\u4e0d\u662f\u6bcf\u4e2a\u5355\u72ec\u91cf\u5316\uff0c\u800c\u662f\u5c06\u5b83\u4eec\u5206\u7ec4\uff0c\u5e76\u8ba9\u7ec4\u5185\u7684\u6743\u91cd\u5171\u4eab\u76f8\u540c\u7684\u91cf\u5316\u5e38\u6570\u3002<\/p>\n<p>\u5bf9\u4e8e\u6295\u5f71\u6743\u91cd\uff0c\u6bcf16\u5217\/\u884c\u5171\u4eab\u76f8\u540c\u7684\u91cf\u5316\u5e38\u6570\uff0c\u5e76\u4e14\u4f7f\u7528K-means\u7b97\u6cd5\u8fdb\u884c4\u4f4d\u91cf\u5316\u3002<\/p>\n<p>\u9488\u5bf9\u5d4c\u5165\u5c42\uff0c\u7531\u4e8e\u662f\u8f93\u5165\u548c\u8f93\u51fa\u5171\u4eab\u7684\uff0c\u91c7\u7528\u4e868\u4f4d\u6574\u6570\u8fdb\u884c\u6bcf\u901a\u9053\u91cf\u5316\uff0c\u53e6\u5916\u8fd8\u6709\u67d0\u4e9b\u91cd\u8981\u6027\u76f8\u5bf9\u8f83\u4f4e\u7684\u5c42\u88ab\u8fdb\u4e00\u6b65\u538b\u7f29\u52302\u4f4d\u91cf\u5316\u3002<\/p>\n<p>\u4e3a\u4e86\u6062\u590d\u91cf\u5316\u540e\u635f\u5931\u7684\u6027\u80fd\uff0c\u4ee5\u4fdd\u6301\u6a21\u578b\u7684\u8f93\u51fa\u8d28\u91cf\u548c\u51c6\u786e\u6027\uff0c\u82f9\u679c\u8fd8\u5f15\u5165\u4e86\u51c6\u786e\u6027\u6062\u590d\u9002\u914d\u5668\uff08Accuracy-Recovery Adapters\uff09\u3002<\/p>\n<p>\u8be5\u9002\u914d\u5668\u662f\u5c0f\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u5757\uff0c\u53ef\u4ee5\u63d2\u5165\u5230\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u7279\u5b9a\u5c42\u4e2d\uff0c\u5728\u91cf\u5316\u6a21\u578b\u7684\u57fa\u7840\u4e0a\u8fdb\u884c\u8bad\u7ec3\uff0c\u901a\u8fc7\u5fae\u8c03\u6765\u5b66\u4e60\u5982\u4f55\u8865\u507f\u91cf\u5316\u5e26\u6765\u7684\u5f71\u54cd\u3002\u90e8\u5206\u4efb\u52a1\u8d85\u8d8aGPT-4<\/p>\n<p>\u5e94\u7528\u4e86\u4e00\u7cfb\u5217\u4f18\u5316\u6280\u672f\u4e4b\u540e\uff0c\u4e5f\u5230\u4e86\u9a8c\u6536\u6a21\u578b\u8868\u73b0\u7684\u65f6\u5019\u4e86\u3002<\/p>\n<p>\u5728\u8fd9\u8fc7\u7a0b\u4e2d\uff0c\u82f9\u679c\u91c7\u7528\u4e86\u4eba\u7c7b\u8bc4\u4f30\u4e0e\u81ea\u52a8\u5316\u8bc4\u4f30\u76f8\u7ed3\u5408\u7684\u7b56\u7565\u3002<\/p>\n<p>\u5148\u8bf4\u4eba\u5de5\u8bc4\u4f30\uff0c\u8bc4\u4f30\u4eba\u5458\u8bbe\u8ba1\u4e86\u6db5\u76d6\u5206\u6790\u63a8\u7406\u3001\u5934\u8111\u98ce\u66b4\u3001\u804a\u5929\u673a\u5668\u4eba\u7b49\u65b9\u9762\u7684\u591a\u7c7b\u95ee\u9898\uff0c\u5e76\u8ba9\u6a21\u578b\u751f\u6210\u76f8\u5e94\u3002<\/p>\n<p>\u540c\u65f6\uff0c\u95ee\u9898\u4e5f\u4f1a\u88ab\u63d0\u7ed9\u7528\u4e8e\u5bf9\u6bd4\u7684\u5176\u4ed6\u6a21\u578b\uff0c\u7136\u540e\u7531\u8bc4\u4f30\u4eba\u5458\u8bc4\u5224\u54ea\u4e2a\u6a21\u578b\u7684\u8f93\u51fa\u66f4\u597d\u3002<\/p>\n<p>\u7ed3\u679c\uff0c\u65e0\u8bba\u662f\u4e91\u4fa7\u8fd8\u662f\u7aef\u4fa7\u6a21\u578b\uff0c\u90fd\u6709\u81f3\u5c1160%\u7684\u6982\u7387\u4e0d\u8f93\u7ed9Llama 3\u3001GPT-4\u7b49\u5bf9\u6bd4\u6a21\u578b\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b7e3d5be-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u5176\u4f59\u7684\u6d4b\u8bd5\u4e3b\u8981\u5229\u7528\u6570\u636e\u96c6\u5b9e\u73b0\u3002<\/p>\n<p>\u5728\u6307\u4ee4\u9075\u5faa\u80fd\u529b\u4e0a\uff0c\u82f9\u679c\u8fdb\u884c\u4e86IFEval\u6d4b\u8bd5\uff0c\u7ed3\u679c\u5728\u6307\u4ee4\u548cprompt\u4e24\u4e2a\u5c42\u6b21\u4e0a\uff0c\u4e91\u4fa7AFM\u90fd\u8d85\u8fc7\u4e86GPT-4\uff0c\u6210\u4e3a\u4e86\u65b0\u7684SOTA\u3002<\/p>\n<p>\u7aef\u4fa7\u6a21\u578b\u7684\u8868\u73b0\uff0c\u4e5f\u8d85\u8fc7\u4e86Llama 3-8B\u3001Mistral-7B\u7b49\u8fd1\u4f3c\u89c4\u6a21\u7684\u6a21\u578b\u3002<\/p>\n<p>\u5728AlpacaEval\u5f53\u4e2d\uff0c\u7aef\u4fa7\u548c\u4e91\u4fa7AFM\u4e5f\u90fd\u53d6\u5f97\u4e86\u7b2c\u4e8c\u540d\u7684\u6210\u7ee9\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b83731a0-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u518d\u770b\u5177\u4f53\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\uff0cAFM\u5728\u5199\u4f5c\u7c7bBenchmark\u5f53\u4e2d\u7684\u603b\u7ed3\u4efb\u52a1\u4e0a\u53d6\u5f97\u4e86SOTA\uff0c\u64b0\u5199\u4efb\u52a1\u4e0a\u4e5f\u4e0e\u7b2c\u4e00\u540d\u63a5\u8fd1\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b88ddab4-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u6570\u5b66\u4e0a\uff0c\u82f9\u679c\u7528GSM8K\u548cMATH\u4e24\u4e2a\u6570\u636e\u96c6\u8fdb\u884c\u4e86\u8bc4\u4f30\u3002<\/p>\n<p>\u7ed3\u679c\u7aef\u4fa7\u6a21\u578b\u5728GSM8K\u4e0a\u4e0d\u654cLlama 3-8B\u548c\u5fae\u8f6f\u7684Phi 3 mini\uff0c\u4e91\u4fa7\u88abGPT-4\u548cLlama 3-70B\u8d85\u8d8a\uff0c\u4f46\u4f18\u4e8eGPT-3.5\u3002<\/p>\n<p>MATH\u4e0a\u7684\u6210\u7ee9\u76f8\u5bf9\u9ad8\u4e9b\uff0c\u7aef\u4fa7\u7248\u9886\u5148\u4e86\u540c\u89c4\u6a21\u6a21\u578b\uff0c\u4e91\u4fa7\u7248\u4e5f\u8d85\u8d8a\u4e86Llama 3-70B\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b921d200-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u6027\u80fd\u4e4b\u5916\uff0c\u5b89\u5168\u6027\u4e5f\u5341\u5206\u91cd\u8981\uff0c\u82f9\u679c\u901a\u8fc7\u4eba\u5de5\u65b9\u5f0f\u5bf9AFM\u62b5\u5fa1\u5bf9\u6297\u6027\u653b\u51fb\u7684\u80fd\u529b\u8fdb\u884c\u4e86\u8bc4\u4f30\u3002<\/p>\n<p>\u7ed3\u679c\u663e\u793a\uff0cAFM\u5728\u9762\u5bf9\u5bf9\u6297\u6027\u63d0\u793a\u65f6\uff0c\u5b9e\u73b0\u7684\u8fdd\u53cd\u7387\u663e\u8457\u4f4e\u4e8e\u5176\u4ed6\u5f00\u6e90\u548c\u5546\u4e1a\u6a21\u578b\u3002<\/p>\n<p><img decoding=\"async\" data-action=\"zoom\" class=\"aligncenter\" src=\"https:\/\/image.woshipm.com\/2024\/07\/30\/b97e4882-4e72-11ef-8321-00163e142b65.png\" \/><\/p>\n<p>\u4ee5\u4e0a\u5c31\u662f\u82f9\u679c\u5927\u6a21\u578b\u6280\u672f\u62a5\u544a\u4e2d\u4e00\u4e9b\u503c\u5f97\u5173\u6ce8\u7684\u5185\u5bb9\uff0c\u66f4\u591a\u8be6\u60c5\u53ef\u53c2\u9605\u62a5\u544a\u539f\u6587\u3002One More Thing<\/p>\n<p>\u867d\u7136Apple Intelligence\u5df2\u7ecf\u63d0\u4f9b\u7ed9\u5f00\u53d1\u8005\u8fdb\u884c\u6d4b\u8bd5\uff0c\u4f46\u5f6d\u535a\u793e\u7206\u6599\u8bf4\uff0c\u6b63\u5f0f\u7248\u53ef\u80fd\u4f1a\u5ef6\u8fdf\u4e0a\u7ebf\u3002<\/p>\n<p>\u7684\u786e\uff0c\u6309\u7167\u82f9\u679c\u6b64\u524d\u7684\u7248\u672c\u53d1\u5e03\u89c4\u5f8b\uff0c18.1\u7684\u7248\u672c\u53f7\u4e5f\u610f\u5473\u7740\uff0c\u8fd9\u4e9b\u529f\u80fd\u4e0d\u4f1a\u968f\u77409\u6708\u7684\u65b0\u673a\u53d1\u5e03\u4e00\u540c\u4e0a\u7ebf\u3002<\/p>\n<p>\u5bf9\u6b64\u5206\u6790\u5e08Gene Munster\u5efa\u8bae\uff0c\u82f9\u679c\u5e94\u8be5\u8003\u8651\u63a8\u8fdfiPhone 16\u7684\u53d1\u5e03\u65e5\u671f\uff0c\u4ee5\u4e0eApple Intelligence\u4fdd\u6301\u4e00\u81f4\u3002<\/p>\n<p>\u81f3\u4e8e\u5e93\u514b\u4f1a\u4e0d\u4f1a\u8003\u8651\u8fd9\u4e2a\u5efa\u8bae\uff0c\u5c31\u62ed\u76ee\u4ee5\u5f85\u4e86\u3002<\/p>\n<p>\u62a5\u544a\u5730\u5740\uff1a<\/p>\n<p>https:\/\/machinelearning.apple.com\/research\/apple-intelligence-foundation-language-models<\/p>\n<p>\u53c2\u8003\u94fe\u63a5\uff1a<\/p>\n<p>[1]https:\/\/x.com\/reach_vb\/status\/1818014366555586611<\/p>\n<p>[2]https:\/\/www.cnbc.com\/2024\/07\/29\/apple-releases-apple-intelligence-its-long-awaited-ai-features.html<\/p>\n<p>[3]https:\/\/www.tomsguide.com\/phones\/iphones\/ios-181-developer-beta-is-live-with-apple-intelligence-heres-all-the-new-iphone-ai-features<\/p>\n<p>[4]https:\/\/www.businessinsider.com\/apple-intelligence-delay-wont-hurt-new-iphone-sales-analysts-2024-7<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u82f9\u679c\u516c\u53f8\u7ec8\u4e8e\u63ed\u5f00\u4e86\u5176\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u795e\u79d8\u9762\u7eb1\uff0cApple Intelligence\u5728iOS 18.1 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