{"id":21320,"date":"2024-07-22T14:43:37","date_gmt":"2024-07-22T06:43:37","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=21320"},"modified":"2024-07-22T14:43:37","modified_gmt":"2024-07-22T06:43:37","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%97%b6%e4%bb%a3%e7%bb%93%e6%9d%9f%ef%bc%9f%e5%a4%a7%e4%bd%ac%e9%bd%90%e9%a2%84%e6%b5%8b%ef%bc%9aai%e6%a8%a1%e5%9e%8b%e6%88%96%e9%9c%80%e5%85%88%e7%bc%a9%e5%b0%8f%e8%a7%84","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/07\/22\/21320\/","title":{"rendered":"\u5927\u6a21\u578b\u65f6\u4ee3\u7ed3\u675f\uff1f\u5927\u4f6c\u9f50\u9884\u6d4b\uff1aAI\u6a21\u578b\u6216\u9700\u5148\u7f29\u5c0f\u89c4\u6a21\uff0c\u624d\u80fd\u518d\u6b21\u6269\u5927\u89c4\u6a21"},"content":{"rendered":"<div><img data-dominant-color=\"bfc6d0\" data-has-transparency=\"false\" style=\"--dominant-color: #bfc6d0;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-21322\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/d5dda6e17f2d21f20236656ce57d76c98c2ebc-300x167-1.jpg\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/d5dda6e17f2d21f20236656ce57d76c98c2ebc-300x167-1.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/07\/d5dda6e17f2d21f20236656ce57d76c98c2ebc-300x167-1-150x84.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n<div class=\"article-desc\">\u5fae\u8f6f\u7814\u7a76\u4eba\u5458\u5728\u5f00\u53d1Phi\u6a21\u578b\u65f6\u4e5f\u505a\u51fa\u4e86\u76f8\u540c\u7684\u5224\u65ad\uff0cHugging Face AI\u7814\u7a76\u4eba\u5458\u4e5f\u540c\u610f\u5bf9\u4e8e\u9ad8\u8d28\u91cf\u6570\u636e\u96c6\u7684\u8ffd\u6c42\uff0c\u5e76\u53d1\u5e03\u4e86\u9ad8\u8d28\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" data-element=\"root\">\n<p>\u00a0\u300c\u5c0f\u6a21\u578b\u5468\u300d\u8fc7\u53bb\u4e86 \uff0c\u5c0f\u6a21\u578b\u7684\u6700\u65b0\u6218\u573a\u624d\u521a\u521a\u5f00\u8f9f\u3002<\/p>\n<p>\u4e0a\u5468GPT-4o mini\u548cMistral NeMo\u4e8c\u8fde\u53d1\uff0c\u300c\u9ebb\u96c0\u867d\u5c0f\uff0c\u4e94\u810f\u4ff1\u5168\u300d\u7684\u5c0f\u6a21\u578b\u6210\u4e3a\u4e1a\u754c\u5927\u4f6c\u5bc6\u5207\u5173\u6ce8\u7684\u65b0\u65b9\u5411\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202407\/22\/24bf5ff9439a085cd0f2604d36182fdc225822.jpg\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u8fd9\u4e48\u8bf4\u6765\uff0c\u96be\u9053\u5927\u6a21\u578b\u8981\u5931\u5ba0\u4e86? 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class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u4eba\u5de5\u667a\u80fd\u5de8\u5934\u516c\u53f8\u548c\u4e00\u4e9b\u65b0\u664b\u72ec\u89d2\u517d\uff0c\u6700\u8fd1\u90fd\u53d1\u5e03\u4e86\u4e0e\u5176\u4ed6\u540c\u884c\u76f8\u6bd4\u66f4\u7d27\u51d1\u3001\u66f4\u5f3a\u5927\u3001\u66f4\u5b9e\u60e0\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u6700\u65b0\u7684\u4f8b\u5b50\u662fOpenAI\u7684GPT-4o 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decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202407\/22\/88b5983387669c018427847e30a7569b2af11f.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u4f46\u672a\u6765\u66f4\u667a\u80fd\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5e76\u4e0d\u8d70\u91cf\u53d6\u80dc\uff0c\u5b83\u53ef\u4ee5\u66f4\u53ef\u9760\u5730\u68c0\u7d22\u4fe1\u606f\u5e76\u9a8c\u8bc1\u4e8b\u5b9e\u3002<\/p>\n<p>\u6b63\u5982\u4e00\u4e2a\u5b66\u9738\u505a\u5f00\u5377\u8003\u8bd5\uff0c\u867d\u7136\u4e0d\u662f\u6240\u6709\u7684\u77e5\u8bc6\u90fd\u70c2\u719f\u4e8e\u5fc3\uff0c\u4f46\u662f\u80fd\u591f\u7cbe\u51c6\u5730\u5b9a\u4f4d\u5230\u6b63\u786e\u7b54\u6848\u3002<\/p>\n<p>\u636e\u62a5\u9053\uff0cOpenAI\u7684Strawberry\u9879\u76ee\u5c31\u7740\u91cd\u5728\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n<h3>\u300c\u865a\u80d6\u300d\u5927\u6a21\u578b\u7684\u300c\u7626\u8eab\u300d<\/h3>\n<p>\u6b63\u5982Karpathy\u6240\u8bf4\uff0c\u7ecf\u8fc7\u6d77\u91cf\u6570\u636e\u8bad\u7ec3\u51fa\u6765\u7684\u8d85\u5927\u6a21\u578b\uff08\u5982GPT-4\uff09\uff0c\u5927\u90e8\u5206\u5176\u5b9e\u662f\u7528\u6765\u8bb0\u4f4f\u5927\u91cf\u7684\u65e0\u5173\u7d27\u8981\u7ec6\u8282\u7684\uff0c\u4e5f\u5c31\u662f\u6b7b\u8bb0\u786c\u80cc\u8d44\u6599\u3002<\/p>\n<p>\u8fd9\u4e0e\u6a21\u578b\u9884\u8bad\u7ec3\u7684\u76ee\u7684\u6709\u5173\uff0c\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\uff0c\u6a21\u578b\u88ab\u8981\u6c42\u5c3d\u53ef\u80fd\u51c6\u786e\u7684\u590d\u8ff0\u63a5\u4e0b\u6765\u7684\u5185\u5bb9\uff0c\u8fd9\u76f8\u5f53\u4e8e\u80cc\u8bfe\u6587\uff0c\u80cc\u7684\u8d8a\u51c6\u5f97\u5206\u8d8a\u9ad8\u3002<\/p>\n<p>\u867d\u7136\uff0c\u6a21\u578b\u80fd\u5b66\u4f1a\u91cc\u9762\u53cd\u590d\u51fa\u73b0\u7684\u77e5\u8bc6\uff0c\u4f46\u662f\uff0c\u6570\u636e\u8d44\u6599\u6709\u65f6\u4e5f\u4f1a\u51fa\u73b0\u9519\u8bef\u548c\u504f\u89c1\uff0c\u6a21\u578b\u8fd8\u8981\u5148\u5168\u90e8\u8bb0\u4f4f\u518d\u8fdb\u884c\u5fae\u8c03\u3002<\/p>\n<p>Karpathy\u76f8\u4fe1\u5982\u679c\u6709\u66f4\u9ad8\u8d28\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u96c6\uff0c\u5b8c\u5168\u53ef\u4ee5\u8bad\u7ec3\u51fa\u4e00\u4e2a\u89c4\u6a21\u66f4\u5c0f\uff0c\u80fd\u529b\u66f4\u5f3a\uff0c\u66f4\u6709\u63a8\u7406\u80fd\u529b\u7684\u6a21\u578b\u3002<\/p>\n<p>\u53ef\u4ee5\u5728\u8d85\u5927\u6a21\u578b\u7684\u5e2e\u52a9\u4e0b\uff0c\u81ea\u52a8\u751f\u6210\uff0c\u6e05\u6d17\u51fa\u8d28\u91cf\u66f4\u9ad8\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u3002<\/p>\n<p>\u7c7b\u4f3cGPT-4o mini\uff0c\u5c31\u662f\u7528GPT-4\u6e05\u6d17\u51fa\u6765\u7684\u6570\u636e\u8bad\u7ec3\u7684\u3002<\/p>\n<p>\u5148\u628a\u6a21\u578b\u505a\u5927\uff0c\u7136\u540e\u5728\u6b64\u57fa\u7840\u4e0a\u300c\u7626\u8eab\u300d\uff0c\u8fd9\u53ef\u80fd\u662f\u4e00\u79cd\u6a21\u578b\u53d1\u5c55\u7684\u65b0\u8d8b\u52bf\u3002<\/p>\n<p>\u505a\u4e2a\u751f\u52a8\u7684\u6bd4\u55bb\u5c31\u50cf\u5f53\u524d\u7684\u5927\u6a21\u578b\u5b58\u5728\u6570\u636e\u96c6\u8fc7\u591a\u865a\u80d6\u7684\u95ee\u9898\uff0c\u7ecf\u8fc7\u6570\u636e\u6e05\u6d17\u548c\u5927\u91cf\u8bad\u7ec3\uff0c\u6447\u8eab\u4e00\u53d8\u4e00\u8eab\u7cbe\u7626\u808c\u8089\u7684\u5c0f\u6a21\u578b\u3002<\/p>\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u5c31\u50cf\u662f\u4e00\u4e2a\u9636\u68af\u5f0f\u7684\u8fdb\u5316\uff0c\u6bcf\u4e00\u4ee3\u6a21\u578b\u90fd\u4f1a\u5e2e\u52a9\u751f\u6210\u4e0b\u4e00\u4ee3\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u76f4\u5230\u6211\u4eec\u6700\u7ec8\u5f97\u5230\u4e00\u4e2a\u300c\u5b8c\u7f8e\u7684\u8bad\u7ec3\u96c6\u300d\u3002<\/p>\n<p>OpenAI\u9996\u5e2d\u6267\u884c\u5b98Sam Altman\u4e5f\u53d1\u8868\u4e86\u7c7b\u4f3c\u8a00\u8bba\uff0c\u65e9\u57282023\u5e744\u6708\u5c31\u5ba3\u5e03\u5927\u578bAI\u6a21\u578b\u7684\u300c\u65f6\u4ee3\u7ed3\u675f\u300d\u3002<\/p>\n<p>\u5e76\u4e14\uff0c\u6570\u636e\u8d28\u91cf\u662fAI\u8bad\u7ec3\u7684\u5173\u952e\u6210\u529f\u56e0\u7d20\u4e5f\u8d8a\u6765\u8d8a\u6210\u4e3a\u5171\u8bc6\uff0c\u65e0\u8bba\u662f\u771f\u5b9e\u6570\u636e\u8fd8\u662f\u5408\u6210\u6570\u636e\u3002<\/p>\n<p>\u5965\u7279\u66fc\u8ba4\u4e3a\uff0c\u5173\u952e\u95ee\u9898\u662f\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u5982\u4f55\u4ece\u66f4\u5c11\u7684\u6570\u636e\u4e2d\u5b66\u5230\u66f4\u591a\u7684\u4e1c\u897f\u3002<\/p>\n<p>\u5fae\u8f6f\u7814\u7a76\u4eba\u5458\u5728\u5f00\u53d1Phi\u6a21\u578b\u65f6\u4e5f\u505a\u51fa\u4e86\u76f8\u540c\u7684\u5224\u65ad\uff0cHugging Face AI\u7814\u7a76\u4eba\u5458\u4e5f\u540c\u610f\u5bf9\u4e8e\u9ad8\u8d28\u91cf\u6570\u636e\u96c6\u7684\u8ffd\u6c42\uff0c\u5e76\u53d1\u5e03\u4e86\u9ad8\u8d28\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\u4e00\u5473\u6269\u5f20\u4e0d\u518d\u662f\u79d1\u6280\u5de8\u5934\u4eec\u552f\u4e00\u7684\u6280\u672f\u76ee\u6807\uff0c\u5373\u4f7f\u662f\u5c0f\u578b\u7684\u9ad8\u8d28\u91cf\u6a21\u578b\u4e5f\u53ef\u4ee5\u53d7\u76ca\u4e8e\u66f4\u591a\u3001\u66f4\u591a\u6837\u5316\u3001\u66f4\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u3002<\/p>\n<p>\u56de\u5230\u66f4\u5c0f\u3001\u66f4\u9ad8\u6548\u7684\u6a21\u578b\u53ef\u4ee5\u88ab\u89c6\u4e3a\u4e0b\u4e00\u4e2a\u6574\u5408\u9636\u6bb5\u7684\u76ee\u6807\uff0cOpenAI\u7684\u6a21\u578b\u53d1\u5e03\u5c31\u6e05\u6670\u5730\u8868\u660e\u672a\u6765\u7684\u53d1\u5c55\u65b9\u5411\u3002<\/p>\n<h3>\u8bc4\u8bba\u533a\uff1a\u6b63\u786e\u7684\u3001\u4e2d\u80af\u7684\u3001\u4e00\u9635\u89c1\u8840\u7684<\/h3>\n<p>Karpathy\u8fd8\u63d0\u5230\u4e86\u7279\u65af\u62c9\u5728\u81ea\u52a8\u9a7e\u9a76\u7f51\u7edc\u4e0a\u7684\u7c7b\u4f3c\u505a\u6cd5\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202407\/22\/75b8a2060271e25b39b0990e9a7dbd0f5ef937.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u7279\u65af\u62c9\u6709\u4e00\u4e2a\u53eb\u300c\u79bb\u7ebf\u8ffd\u8e2a\u5668\u300d\u7684\u4e1c\u897f\uff0c\u901a\u8fc7\u8fd0\u884c\u5148\u524d\u7684\u8f83\u5f31\u6a21\u578b\uff0c\u751f\u6210\u66f4\u5e72\u51c0\u7684\u8bad\u7ec3\u6570\u636e\u3002<\/p>\n<p>\u4e00\u542c\u5230\u7279\u65af\u62c9\u6280\u672f\u88abcue\u8d70\u5728\u65f6\u4ee3\u524d\u5217\uff0c\u9a6c\u65af\u514b\u8fc5\u901f\u8d76\u5f80\u8bc4\u8bba\u533a\uff1a<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202407\/22\/46fc78b54f9570aa656243db4738bd2dcd7c2a.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u8bc4\u8bba\u533a\u7684\u7f51\u53cb\u5bf9\u4e8eKarpathy\u7684\u8fdc\u89c1\u5353\u8bc6\u4e5f\u7eb7\u7eb7\u8868\u793a\uff0c\u81e3\u9644\u8bae\uff01<\/p>\n<p>\u5bf9\u4e8e\u672a\u6765\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\u6765\u8bf4\uff0c\u66f4\u5c0f\u3001\u66f4\u9ad8\u6548\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u53ef\u80fd\u4f1a\u91cd\u65b0\u5b9a\u4e49\u4eba\u5de5\u667a\u80fd\u4e2d\u7684\u300c\u667a\u80fd\u300d\uff0c\u6311\u6218\u300c\u8d8a\u5927\u8d8a\u597d\u300d\u7684\u5047\u8bbe\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202407\/22\/b2081b7723f0fa2d240127bf369e151438a3e6.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u300aPython\u673a\u5668\u5b66\u4e60\u300b\u4f5c\u8005Sebastian Raschka\u8ba4\u4e3a\uff0c\u8fd9\u5c31\u50cf\u662f\u77e5\u8bc6\u84b8\u998f\uff0c\u4ece27B\u7684\u5927\u6a21\u578b\u84b8\u998f\u51faGemma-2\u8fd9\u6837\u7684\u5c0f\u6a21\u578b\u3002<\/p>\n<p>\u4ed6\u4e5f\u63d0\u9192\u6211\u4eec\uff0cMMLU\u8fd9\u79cd\u591a\u9009\u9898\u6d4b\u8bd5\uff0c\u53ef\u4ee5\u6d4b\u8bd5\u77e5\u8bc6\uff0c\u4f46\u4e0d\u80fd\u5b8c\u5168\u53cd\u6620\u5b9e\u9645\u80fd\u529b\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s7.51cto.com\/oss\/202407\/22\/c1d221c36780ea7f4ce31311b881aa0273de48.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u4e5f\u6709\u7f51\u53cb\u8111\u6d1e\u5927\u5f00\uff0c\u5982\u679c\u5c0f\u6a21\u578b\u8868\u73b0\u5f97\u597d\uff0c\u90a3\u4e48\u672f\u4e1a\u6709\u4e13\u653b\uff0c\u4e3a\u4ec0\u4e48\u4e0d\u7528\u66f4\u591a\u7684\u5c0f\u6a21\u578b\u6765\u751f\u6210\u4e00\u4e2a\u4e2a\u56de\u7b54\u5462\uff1f<\/p>\n<p>\u53ec\u96c610\u4e2aAI\u52a9\u624b\uff0c\u7136\u540e\u8ba9\u6700\u806a\u660e\u7684\u90a3\u4e2a\u505a\u6700\u540e\u7684\u603b\u7ed3\uff0c\u7b80\u76f4\u662fAI\u7248\u7684\u667a\u56ca\u56e2\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202407\/22\/9645c3c11cabee8fbfb239ef10bcc493b3a060.webp\" alt=\"\u56fe\u7247\" data-type=\"block\" \/><span class=\"data-image-title\">\u56fe\u7247<\/span><\/p>\n<p>\u90a3\u4e48\uff0cAGI\u5230\u5e95\u662f\u4e00\u4e2a\u5168\u80fd\u5927\u6a21\u578b\uff0c\u8fd8\u662f\u6765\u81ea\u8bb8\u591a\u5c0f\u6a21\u578b\u7684\u534f\u4f5c\u5462\uff1f<\/p>\n<p>\u53c2\u8003\u8d44\u6599\uff1a<\/p>\n<p>https:\/\/the-decoder.com\/ai-models-might-need-to-scale-down-to-scale-up-again\/<\/p>\n<p>https:\/\/x.com\/karpathy\/status\/1814038096218083497<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_21320\" class=\"pvc_stats total_only  \" data-element-id=\"21320\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 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