{"id":7530,"date":"2026-03-18T11:55:57","date_gmt":"2026-03-18T03:55:57","guid":{"rendered":"http:\/\/www.djking.cn\/?p=7530"},"modified":"2026-03-18T11:55:57","modified_gmt":"2026-03-18T03:55:57","slug":"%e7%9b%b8%e5%af%b9%e9%be%99%e8%99%be%ef%bc%8cattnres%e9%87%8d%e6%96%b0%e5%ae%9a%e4%b9%89%e7%ae%97%e5%8a%9b%e6%95%88%e7%8e%87%e6%89%8d%e6%98%af%e9%9d%a9%e5%91%bd%ef%bc%81","status":"publish","type":"post","link":"http:\/\/www.djking.cn\/?p=7530","title":{"rendered":"\u76f8\u5bf9\u9f99\u867e\uff0cAttnRes\u91cd\u65b0\u5b9a\u4e49\u7b97\u529b\u6548\u7387\u624d\u662f\u9769\u547d\uff01"},"content":{"rendered":"<p><a href=\"http:\/\/www.djking.cn\/wp-content\/uploads\/2026\/03\/8d1093e8-6b72-4439-be4f-b741c073d196-e1773805712734.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-7534\" src=\"http:\/\/www.djking.cn\/wp-content\/uploads\/2026\/03\/8d1093e8-6b72-4439-be4f-b741c073d196-e1773805712734.jpg\" alt=\"\" width=\"600\" height=\"403\" \/><\/a><br \/>\n\u6700\u8fd1\u4e24\u5929\uff0cAI\u5708\u6709\u70b9\u4e0d\u592a\u5bf9\u52b2\u3002\u4e0d\u662f\u8c01\u53c8\u53d1\u4e86\u4e00\u4e2a\u66f4\u5927\u7684\u6a21\u578b\uff0c\u4e5f\u4e0d\u662f\u7b97\u529b\u53c8\u5237\u65b0\u7eaa\u5f55\uff0c\u800c\u662f\u4e00\u4e2a\u66f4\u5fae\u5999\u3001\u4e5f\u66f4\u5371\u9669\u7684\u4fe1\u53f7\u2014\u2014\u6709\u4eba\u5f00\u59cb\u52a8Transformer\u6700\u5e95\u5c42\u7684\u7ed3\u6784\u4e86\u3002<\/p>\n<p>Elon Musk \u5728X\uff08\u63a8\u7279\uff09\u4e0a\u8f6c\u53d1\u4e86\u4e00\u7bc7\u6765\u81ea\u4e2d\u56fd\u7684\u8bba\u6587\uff0c\u53ea\u5199\u4e86\u4e00\u53e5\u5f88\u514b\u5236\u7684\u8bdd\uff1a\u201cImpressive work from Kimi\u3002\u201d\uff08Kimi\u7684\u4f5c\u54c1\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\uff09\u770b\u8d77\u6765\u8f7b\u63cf\u6de1\u5199\uff0c\u4f46\u719f\u6089\u8fd9\u4e2a\u5708\u5b50\u7684\u4eba\u90fd\u660e\u767d\uff0c\u8fd9\u79cd\u7ea7\u522b\u7684\u4eba\u7269\uff0c\u5f88\u5c11\u4e3a\u201c\u666e\u901a\u4f18\u5316\u201d\u4eb2\u81ea\u7ad9\u53f0\u3002\u66f4\u8010\u4eba\u5bfb\u5473\u7684\u662f\uff0c\u6708\u4e4b\u6697\u9762\uff08Moonshot AI\uff09\u7684Kimi\u56e2\u961f\u51e0\u4e4e\u79d2\u56de\u4e86\u4e00\u53e5\uff1a\u201c\u4f60\u7684\u706b\u7bad\u9020\u5f97\u4e5f\u4e0d\u9519\u3002\u201d \u8fd9\u4e0d\u50cf\u7b80\u5355\u4e92\u52a8\uff0c\u66f4\u50cf\u662f\u4e00\u79cd\u5e26\u7740\u950b\u8292\u7684\u56de\u5e94\u2014\u2014 \u6211\u4eec\u4e0d\u53ea\u662f\u8ffd\u8d76\uff0c\u6211\u4eec\u5df2\u7ecf\u5f00\u59cb\u6539\u89c4\u5219\u3002\u7d27\u63a5\u7740\uff0cAndrej Karpathy \u4e5f\u4e0b\u573a\u8bc4\u8bba\uff0c\u8bf4\u4e86\u4e00\u53e5\u610f\u5473\u5f88\u6df1\u7684\u8bdd\uff1a\u201c \u6211\u4eec\u5bf9\u300aAttention is All You Need\u300b\u7684\u7406\u89e3\uff0c\u53ef\u80fd\u8fd8\u8fdc\u8fdc\u4e0d\u591f\u3002\u201d \u5982\u679c\u8bf4\u9a6c\u65af\u514b\u662f\u5728\u70b9\u8d5e\uff0c\u90a3\u8fd9\u53e5\u8bdd\u66f4\u50cf\u662f\u5728\u627f\u8ba4\u4e00\u4e2a\u4e8b\u5b9e\uff1aTransformer\uff0c\u4e5f\u8bb8\u5e76\u6ca1\u6709\u88ab\u771f\u6b63\u5403\u900f\u3002\u95ee\u9898\u5176\u5b9e\u4e5f\u5c31\u6446\u5728\u8fd9\u513f\u4e86\uff1a\u4e00\u7bc7\u65e2\u6ca1\u6709\u53d1\u5e03\u65b0\u6a21\u578b\u3001\u4e5f\u6ca1\u6709\u5237\u699c\u3001\u751a\u81f3\u6ca1\u6709\u5806\u53c2\u6570\u7684\u8bba\u6587\uff0c\u4e3a\u4ec0\u4e48\u80fd\u8ba9\u6574\u4e2a\u7845\u8c37\u96c6\u4f53\u505c\u987f\u4e00\u4e0b\uff1f\u7b54\u6848\u5e76\u4e0d\u590d\u6742\u2014\u2014\u5b83\u52a8\u7684\uff0c\u662fTransformer\u91cc\u6700\u201c\u4e0d\u80fd\u52a8\u201d\u7684\u4e00\u5757\uff1a<strong>\u6b8b\u5dee\u8fde\u63a5<\/strong>\u3002<!--more--><\/p>\n<p>\u5982\u679c\u4f60\u628a\u795e\u7ecf\u7f51\u7edc\u60f3\u8c61\u6210\u4e00\u672c\u8d8a\u6765\u8d8a\u539a\u7684\u6559\u79d1\u4e66\uff0c\u5c31\u5f88\u597d\u7406\u89e3\u8fd9\u4e2a\u95ee\u9898\u3002\u6bcf\u5f80\u540e\u7ffb\u4e00\u9875\uff0c\u5185\u5bb9\u90fd\u4f1a\u53d8\u5f97\u66f4\u590d\u6742\uff0c\u800c\u4f20\u7edf\u7f51\u7edc\u7684\u4e00\u4e2a\u95ee\u9898\u5728\u4e8e\uff0c\u524d\u9762\u5b66\u5230\u7684\u91cd\u8981\u4fe1\u606f\uff0c\u5f88\u5bb9\u6613\u5728\u540e\u9762\u7684\u5c42\u5c42\u8ba1\u7b97\u4e2d\u88ab\u51b2\u6de1\u751a\u81f3\u9057\u5fd8\u3002\u5c31\u50cf\u4f60\u8bfb\u5230\u7b2c100\u9875\u65f6\uff0c\u524d\u9762\u7b2c1\u9875\u7684\u5173\u952e\u516c\u5f0f\uff0c\u65e9\u5c31\u6a21\u7cca\u4e86\u3002<\/p>\n<p><a href=\"http:\/\/www.djking.cn\/wp-content\/uploads\/2026\/03\/beff8654-7917-4cfa-985c-a9a3c016f280-e1773805740509.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-7535\" src=\"http:\/\/www.djking.cn\/wp-content\/uploads\/2026\/03\/beff8654-7917-4cfa-985c-a9a3c016f280-e1773805740509.jpg\" alt=\"\" width=\"600\" height=\"403\" \/><\/a><br \/>\n2015\u5e74\uff0c\u6b8b\u5dee\u7f51\u7edc\uff08ResNet\uff09\u89e3\u51b3\u4e86\u8fd9\u4e2a\u95ee\u9898\u3002\u5b83\u505a\u4e86\u4e00\u4ef6\u975e\u5e38\u7b80\u5355\u7684\u4e8b\u60c5\uff1a<strong>\u6bcf\u4e00\u5c42\u7684\u8f93\u51fa\uff0c\u4e0d\u53ea\u662f\u5f53\u524d\u8ba1\u7b97\u7ed3\u679c\uff0c\u8fd8\u8981\u52a0\u4e0a\u539f\u6765\u7684\u8f93\u5165<\/strong>\u3002\u770b\u8d77\u6765\u53ea\u662f\u201c\u591a\u52a0\u4e86\u4e00\u6b65\u201d\uff0c\u4f46\u6548\u679c\u5374\u975e\u5e38\u76f4\u63a5\u2014\u2014\u2014\u2014\u4fe1\u606f\u4e0d\u518d\u8f7b\u6613\u4e22\u5931\uff0c\u7f51\u7edc\u53ef\u4ee5\u53d8\u5f97\u66f4\u6df1\uff0c\u8bad\u7ec3\u4e5f\u66f4\u7a33\u5b9a\u3002\u5982\u679c\u6362\u4e2a\u66f4\u751f\u6d3b\u5316\u7684\u6bd4\u55bb\uff0c\u5b83\u5c31\u50cf\u9ad8\u901f\u516c\u8def\u65c1\u8fb9\u59cb\u7ec8\u5b58\u5728\u7684\u4e00\u6761\u76f4\u8fbe\u901a\u9053\uff0c\u65e0\u8bba\u4e3b\u8def\u591a\u590d\u6742\uff0c\u8d77\u70b9\u7684\u4fe1\u606f\u603b\u80fd\u88ab\u9001\u5230\u7ec8\u70b9\u3002<br \/>\n2017\u5e74\uff0cTransformer\u8bde\u751f\uff0c\u8fd9\u5957\u673a\u5236\u88ab\u5b8c\u6574\u7ee7\u627f\u4e0b\u6765\uff0c\u6210\u4e3a\u4eca\u5929\u51e0\u4e4e\u6240\u6709\u5927\u6a21\u578b\u7684\u57fa\u7840\u3002\u4eceChatGPT \u5230Kimi\uff0c\u518d\u5230DeepSeek\uff0c\u672c\u8d28\u4e0a\u90fd\u5efa\u7acb\u5728\u540c\u4e00\u5957\u903b\u8f91\u4e4b\u4e0a\uff1a\u6b8b\u5dee\u8d1f\u8d23\u8ba9\u4fe1\u606f\u201c\u4e0d\u4e22\u201d\uff0c\u6ce8\u610f\u529b\u8d1f\u8d23\u8ba9\u6a21\u578b\u201c\u4f1a\u9009\u201d\u3002\u8fd9\u5957\u7ec4\u5408\u7a33\u5b9a\u8fd0\u884c\u4e86\u5f88\u591a\u5e74\uff0c\u51e0\u4e4e\u6ca1\u4eba\u8d28\u7591\u3002 \u4f46\u95ee\u9898\u4e5f\u6070\u6070\u51fa\u5728\u8fd9\u91cc\u3002\u5f53\u6a21\u578b\u8d8a\u6765\u8d8a\u6df1\uff0c\u6b8b\u5dee\u8fde\u63a5\u5f00\u59cb\u8868\u73b0\u51fa\u4e00\u79cd\u4e0d\u90a3\u4e48\u76f4\u89c2\u7684\u526f\u4f5c\u7528\u3002\u4f60\u4ee5\u4e3a\u5b83\u5728\u5e2e\u4f60\u201c\u8bb0\u4f4f\u201d\uff0c\u5b9e\u9645\u4e0a\uff0c\u5b83\u66f4\u50cf\u662f\u5728\u4e0d\u65ad\u201c\u7a00\u91ca\u201d\u3002<br \/>\n\u8fd8\u662f\u90a3\u672c\u6559\u79d1\u4e66\u7684\u6bd4\u55bb\u3002\u5982\u679c\u4f60\u6bcf\u4e00\u9875\u90fd\u8981\u628a\u524d\u9762\u6240\u6709\u5185\u5bb9\u91cd\u65b0\u52a0\u4e00\u904d\uff0c\u542c\u8d77\u6765\u50cf\u662f\u5728\u5f3a\u5316\u8bb0\u5fc6\uff0c\u4f46\u73b0\u5b9e\u662f\uff0c\u6700\u65e9\u7684\u91cd\u8981\u4fe1\u606f\uff0c\u4f1a\u88ab\u540e\u9762\u8d8a\u6765\u8d8a\u591a\u7684\u5185\u5bb9\u51b2\u6de1\u3002\u7b2c\u4e00\u9875\u7684\u4e00\u4e2a\u5173\u952e\u7ed3\u8bba\uff0c\u5728\u7b2c100\u9875\u65f6\uff0c\u5df2\u7ecf\u88ab\u5e73\u5747\u7a00\u91ca\u4e8699\u6b21\u3002\u5c31\u50cf\u4e00\u7fa4\u4eba\u4f20\u8bdd\uff0c\u6700\u5f00\u59cb\u90a3\u53e5\u201c\u6211\u7231\u4f60\u201d\uff0c\u4f20\u5230\u6700\u540e\uff0c\u5f80\u5f80\u53d8\u6210\u4e00\u53e5\u6a21\u7cca\u4e0d\u6e05\u7684\u8bdd\u3002\u8fd9\u5c31\u662f\u6240\u8c13\u7684<strong>\u201c\u7a00\u91ca\u6548\u5e94\u201d<\/strong>\u3002\u5b83\u5e26\u6765\u7684\u5f71\u54cd\uff0c\u4e0d\u53ea\u662f\u7cbe\u5ea6\u4e0b\u964d\uff0c\u800c\u662f\u66f4\u6df1\u5c42\u7684\u7ed3\u6784\u95ee\u9898\uff1a\u6a21\u578b\u5728\u9700\u8981\u56de\u5934\u770b\u5386\u53f2\u4fe1\u606f\u7684\u4efb\u52a1\u4e0a\u8868\u73b0\u53d8\u5dee\uff0c\u9690\u85cf\u72b6\u6001\u7684\u6570\u503c\u4e0d\u65ad\u81a8\u80c0\uff0c\u8bad\u7ec3\u53d8\u5f97\u4e0d\u7a33\u5b9a\uff0c\u7b97\u529b\u6295\u5165\u8d8a\u6765\u8d8a\u5927\uff0c\u4f46\u6536\u76ca\u5374\u6ca1\u6709\u540c\u6b65\u63d0\u5347\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u6b8b\u5dee\u8fde\u63a5\u5e76\u6ca1\u6709\u771f\u6b63\u589e\u5f3a\u8bb0\u5fc6\uff0c\u5b83\u53ea\u662f\u8ba9\u9057\u5fd8\u53d1\u751f\u5f97\u6162\u4e00\u70b9\u3002<\/p>\n<p>\u8fd9\u4e2a\u95ee\u9898\u5176\u5b9e\u5e76\u4e0d\u65b0\u9c9c\uff0c\u4f46\u4e00\u76f4\u6ca1\u4eba\u6562\u52a8\u3002\u56e0\u4e3a\u6b8b\u5dee\u8fde\u63a5\u4e0d\u662f\u4e00\u4e2a\u53ef\u4ee5\u968f\u4fbf\u66ff\u6362\u7684\u5c0f\u7ec4\u4ef6\uff0c\u5b83\u662f\u6574\u4e2a\u67b6\u6784\u7684\u201c\u9aa8\u67b6\u201d\u3002\u6539\u5bf9\u4e86\u662f\u9769\u547d\uff0c\u6539\u9519\u4e86\u5c31\u662f\u5168\u76d8\u5d29\u6389\u3002\u800cKimi\u56e2\u961f\u505a\u7684\u4e8b\u60c5\uff0c\u6070\u6070\u5c31\u662f\u5728\u8fd9\u4e2a\u4f4d\u7f6e\u52a8\u5200\uff0c\u800c\u4e14\u65b9\u6cd5\u51fa\u5947\u5730\u7b80\u5355\u3002\u4ed6\u4eec\u6ca1\u6709\u63a8\u7ffb\u539f\u6709\u7ed3\u6784\uff0c\u800c\u662f\u6362\u4e86\u4e00\u79cd\u601d\u8def\uff1a\u65e2\u7136\u6ce8\u610f\u529b\u673a\u5236\u5728\u5904\u7406\u5e8f\u5217\u4fe1\u606f\u4e0a\u5df2\u7ecf\u8bc1\u660e\u4e86\u81ea\u5df1\uff0c\u90a3\u4e3a\u4ec0\u4e48\u4e0d\u80fd\u7528\u5728\u201c\u5c42\u4e0e\u5c42\u4e4b\u95f4\u201d\uff1f 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class=\"alignnone size-full wp-image-7536\" \/><\/a><br 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