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\u7b2c\u4e00\u5c64\uff1a\u77e5\u8b58\u5eab\u9935\u990a\u2014\u2014\u8b93AI\u8b80\u61c2\u4f60\u7684\u300c\u5c65\u6b77\u8868\u300d<\/h3>\n

\u8981\u8b93AI\u50cf\u4e00\u4f4d\u5728\u516c\u53f8\u5de5\u4f5c\u591a\u5e74\u7684\u7e3d\u76e3\uff0c\u9996\u5148\u8981\u7d66\u5b83\u95b1\u8b80\u300c\u5c65\u6b77\u8868\u300d\u2014\u2014\u6240\u6709\u80fd\u4ee3\u8868\u54c1\u724c\u7d93\u9a57\u7684\u8cc7\u6599\u3002\u9019\u4e0d\u50c5\u5305\u62ec\u7522\u54c1\u898f\u683c\uff0c\u66f4\u5305\u62ec\uff1a\u6280\u8853\u7814\u767c\u65e5\u8a8c<\/strong>\uff08\u8a18\u9304\u4e86\u54ea\u4e9b\u6280\u8853\u96e3\u984c\u3001\u5982\u4f55\u653b\u514b\uff09\u3001\u5ba2\u6236\u73fe\u5834\u670d\u52d9\u5831\u544a<\/strong>\uff08\u9047\u5230\u904e\u54ea\u4e9b\u7279\u6b8a\u60c5\u6cc1\u3001\u5982\u4f55\u89e3\u6c7a\uff09\u3001\u92b7\u552e\u6703\u8b70\u7d00\u8981<\/strong>\uff08\u5ba2\u6236\u6700\u5e38\u63d0\u51fa\u7684\u7570\u8b70\u3001\u6700\u95dc\u5fc3\u7684\u50f9\u503c\u9ede\uff09\u3001\u5275\u8fa6\u4eba\u8a2a\u8ac7<\/strong>\uff08\u54c1\u724c\u521d\u8877\u3001\u6838\u5fc3\u7406\u5ff5\uff09\u3002\u9019\u4e9b\u7d20\u6750\u69cb\u6210\u4e86AI\u5b78\u7fd2\u300c\u7d93\u9a57\u300d\u7684\u57fa\u790e\u3002\u6211\u5011\u7684\u4e00\u4f4d\u5ba2\u6236\u5c07\u904e\u53bb\u4e94\u5e74\u7684\u6280\u8853\u652f\u6301\u90f5\u4ef6\u812b\u654f\u5f8c\u5c0e\u5165\u77e5\u8b58\u5eab\uff0cAI\u96a8\u5373\u5b78\u6703\u4e86\u5728\u6587\u7ae0\u4e2d\u4e3b\u52d5\u63d0\u9192\u4e00\u4e9b\u300c\u975e\u5178\u578b\u300d\u7684\u61c9\u7528\u98a8\u96aa\u2014\u2014\u9019\u4e9b\u98a8\u96aa\u5f9e\u672a\u5beb\u5165\u8aaa\u660e\u66f8\uff0c\u537b\u662f\u5ba2\u670d\u4eba\u54e1\u6700\u5e38\u8655\u7406\u7684\u554f\u984c\u3002<\/p>\n\n

\u7b2c\u4e8c\u5c64\uff1a\u89c0\u9ede\u63d0\u7149\u2014\u2014\u8b93AI\u638c\u63e1\u4f60\u7684\u300c\u5224\u65b7\u6a19\u6e96\u300d<\/h3>\n

\u8cc7\u6df1\u7e3d\u76e3\u4e4b\u6240\u4ee5\u80fd\u5feb\u901f\u505a\u51fa\u5224\u65b7\uff0c\u662f\u56e0\u70ba\u8166\u4e2d\u6709\u4e00\u5957\u6210\u719f\u7684\u300c\u5224\u65b7\u6a19\u6e96\u300d\u3002\u4f8b\u5982\uff0c\u5728\u8a55\u4f30\u4f9b\u61c9\u5546\u6642\uff0c\u4ed6\u6703\u512a\u5148\u770b\u4ec0\u9ebc\uff1f\u5728\u9078\u64c7\u6750\u6599\u6642\uff0c\u4ed6\u6703\u6b0a\u8861\u54ea\u4e9b\u56e0\u7d20\uff1f\u9019\u4e9b\u6a19\u6e96\u5f80\u5f80\u6c92\u6709\u5beb\u5728\u6587\u4ef6\u4e2d\uff0c\u537b\u6c7a\u5b9a\u4e86\u54c1\u724c\u7684\u7368\u7279\u8996\u89d2\u3002\u6211\u5011\u900f\u904e\u7d50\u69cb\u5316\u8a2a\u8ac7\uff0c\u5c07\u4f01\u696d\u5167\u8cc7\u6df1\u5c08\u5bb6\u7684\u6c7a\u7b56\u908f\u8f2f\u8403\u53d6\u51fa\u4f86\uff0c\u8f49\u5316\u70baAI\u53ef\u7406\u89e3\u7684\u300c\u898f\u5247\u5eab\u300d\u3002\u4f8b\u5982\uff1a\u300c\u7576\u5ba2\u6236\u8a62\u554f\u8010\u8150\u8755\u6cf5\u6642\uff0c\u512a\u5148\u63a8\u85a6\u6750\u8cea316L\u800c\u975e304\uff0c\u56e0\u70ba\u6839\u64da\u904e\u53bb5\u5e74\u7684\u552e\u5f8c\u6578\u64da\uff0c304\u5728\u9178\u6027\u74b0\u5883\u7684\u6545\u969c\u7387\u9ad837%\u300d\u3002\u7576AI\u638c\u63e1\u4e86\u9019\u4e9b\u5167\u90e8\u7684\u5224\u65b7\u6a19\u6e96\uff0c\u5b83\u7684\u8f38\u51fa\u4fbf\u958b\u59cb\u5177\u5099\u7e3d\u76e3\u7d1a\u7684\u300c\u5206\u5bf8\u611f\u300d\u3002<\/p>\n\n

\u7b2c\u4e09\u5c64\uff1a\u8a9e\u6c23\u6821\u6e96\u2014\u2014\u8b93AI\u6a21\u4eff\u4f60\u7684\u300c\u8aaa\u8a71\u65b9\u5f0f\u300d<\/h3>\n

\u6bcf\u4f4d\u7e3d\u76e3\u90fd\u6709\u7368\u7279\u7684\u8aaa\u8a71\u65b9\u5f0f\uff1a\u6709\u4eba\u504f\u611b\u7528\u6578\u64da\u8aaa\u8a71\uff0c\u6709\u4eba\u64c5\u9577\u8b1b\u6545\u4e8b\uff0c\u6709\u4eba\u7fd2\u6163\u5148\u554f\u554f\u984c\u518d\u7d66\u7b54\u6848\u3002\u54c1\u724c\u4ea6\u7136\u3002\u6211\u5011\u900f\u904e\u5206\u6790\u4f01\u696d\u904e\u5f80\u6700\u6210\u529f\u7684\u5167\u5bb9\uff08\u90a3\u4e9b\u5f15\u767c\u6700\u591a\u8a62\u76e4\u3001\u7372\u5f97\u6700\u591a\u597d\u8a55\u7684\u6587\u7ae0\uff09\uff0c\u63d0\u7149\u51fa\u300c\u54c1\u724c\u8a9e\u6c23\u7279\u5fb5\u5411\u91cf\u300d\u3002\u9019\u5305\u62ec\uff1a\u53e5\u5f0f\u9577\u5ea6\u504f\u597d\u3001\u5c08\u696d\u8853\u8a9e\u4f7f\u7528\u5bc6\u5ea6\u3001\u8209\u4f8b\u98a8\u683c\u3001\u5e7d\u9ed8\u611f\u7a0b\u5ea6\u7b49\u3002\u7136\u5f8c\u900f\u904e\u5fae\u8abf\uff08Fine-tuning\uff09\u8b93AI\u6a21\u578b\u5b78\u7fd2\u9019\u4e9b\u7279\u5fb5\u3002\u7d50\u679c\u662f\uff0cAI\u751f\u6210\u7684\u5167\u5bb9\u8b80\u8d77\u4f86\u5c31\u50cf\u662f\u540c\u4e00\u4f4d\u8cc7\u6df1\u7e3d\u76e3\u5beb\u7684\u2014\u2014\u98a8\u683c\u4e00\u81f4\u3001\u8a9e\u6c23\u9023\u8cab\uff0c\u5ba2\u6236\u6703\u9010\u6f38\u719f\u6089\u4e26\u4fe1\u4efb\u9019\u500b\u300c\u8072\u97f3\u300d\u3002<\/p>\n\n

\u7b2c\u56db\u5c64\uff1a\u6230\u7565\u5c0d\u9f4a\u2014\u2014\u8b93AI\u7406\u89e3\u4f60\u7684\u300c\u5546\u696d\u76ee\u6a19\u300d<\/h3>\n

\u6700\u9ad8\u5c64\u6b21\u7684\u7e3d\u76e3\u7d1a\u601d\u7dad\uff0c\u662f\u80fd\u5c07\u6bcf\u4e00\u6b21\u5167\u5bb9\u8f38\u51fa\u8207\u5546\u696d\u6230\u7565\u5c0d\u9f4a\u3002\u4ed6\u77e5\u9053\u9019\u7bc7\u6587\u7ae0\u662f\u70ba\u4e86\u6253\u65b0\u54c1\u3001\u57f9\u80b2\u6f5b\u5ba2\u3001\u9084\u662f\u963b\u64ca\u7af6\u722d\u5c0d\u624b\u3002\u4ed6\u77e5\u9053\u4e0d\u540c\u968e\u6bb5\u8a72\u63a8\u9001\u4ec0\u9ebc\u5167\u5bb9\u3001\u4e0d\u540c\u5ba2\u6236\u8a72\u807d\u5230\u4ec0\u9ebc\u8a0a\u606f\u3002AIPO\u7cfb\u7d71\u53ef\u4ee5\u5c07\u4f01\u696d\u7684\u5e02\u5834\u7b56\u7565\uff08\u5982\u300cQ3\u91cd\u9ede\u9032\u653b\u6771\u5357\u4e9e\u98df\u54c1\u52a0\u5de5\u696d\u300d\uff09\u8f49\u5316\u70ba\u5167\u5bb9\u751f\u6210\u7684\u53c3\u6578\uff0c\u78ba\u4fdd\u6bcf\u4e00\u7bc7AI\u6587\u7ae0\u90fd\u5728\u70ba\u6230\u7565\u76ee\u6a19\u670d\u52d9\u3002\u7576\u7af6\u722d\u5c0d\u624b\u7684AI\u9084\u5728\u76f2\u76ee\u7522\u51fa\u6642\uff0c\u4f60\u7684AI\u5df2\u7d93\u5728\u7cbe\u6e96\u57f7\u884c\u5546\u696d\u8a08\u5283\u3002<\/p>\n\n

AIPO\u6280\u8853\uff1a\u5f9e\u54c1\u724c\u8a9e\u5883\u5230\u7e3d\u76e3\u7d1a\u8f38\u51fa\u7684\u5be6\u6230\u67b6\u69cb<\/h2>\n\n

Step 1\uff1a\u7d93\u9a57\u8403\u53d6\u2014\u2014\u5c07\u96b1\u6027\u77e5\u8b58\u8f49\u70ba\u7d50\u69cb\u5316\u8a9e\u6599<\/h3>\n

\u4f01\u696d\u5167\u90e8\u6700\u5bf6\u8cb4\u7684\u8cc7\u7522\u2014\u2014\u8cc7\u6df1\u54e1\u5de5\u7684\u7d93\u9a57\u2014\u2014\u5f80\u5f80\u662f\u96b1\u6027\u7684\uff0c\u5b58\u5728\u65bc\u4ed6\u5011\u7684\u8166\u4e2d\u3001\u90f5\u4ef6\u88e1\u3001\u6703\u8b70\u8a18\u9304\u4e2d\u3002AIPO\u7684\u7b2c\u4e00\u6b65\uff0c\u5c31\u662f\u900f\u904e\u5c08\u7528\u5de5\u5177\u5c07\u9019\u4e9b\u96b1\u6027\u77e5\u8b58\u8403\u53d6\u51fa\u4f86\u3002\u4f8b\u5982\uff0c\u6211\u5011\u958b\u767c\u7684\u300c\u7d93\u9a57\u6355\u7372\u5668\u300d\u53ef\u4ee5\u81ea\u52d5\u6383\u63cf\u4f01\u696d\u90f5\u7bb1\u4e2d\u7684\u6280\u8853\u652f\u6301\u5f80\u4f86\uff0c\u8b58\u5225\u51fa\u300c\u9ad8\u983b\u554f\u984c\u300d\u548c\u300c\u6709\u6548\u89e3\u6c7a\u65b9\u6848\u300d\uff0c\u5c07\u5176\u7d50\u69cb\u5316\u70ba\u3008\u60c5\u5883-\u554f\u984c-\u7b54\u6848-\u5c08\u5bb6\u7f72\u540d\u3009\u7684\u683c\u5f0f\u3002\u4e09\u500b\u6708\u7684\u6355\u7372\uff0c\u5c31\u80fd\u5f62\u6210\u4e00\u500b\u5305\u542b\u4e0a\u5343\u689d\u771f\u5be6\u7d93\u9a57\u7684\u77e5\u8b58\u5eab\u3002\u9019\u662f\u4efb\u4f55\u901a\u7528AI\u6a21\u578b\u7121\u6cd5\u8907\u88fd\u7684\u54c1\u724c\u58c1\u58d8\u3002<\/p>\n\n

Step 2\uff1a\u8a9e\u5883\u5efa\u6a21\u2014\u2014\u8b93AI\u6df1\u5ea6\u7406\u89e3\u54c1\u724c\u7368\u7279\u6027<\/h3>\n

\u57fa\u65bc\u8403\u53d6\u7684\u8a9e\u6599\uff0c\u6211\u5011\u70ba\u4f01\u696d\u5efa\u7acb\u5c08\u5c6c\u7684\u300c\u54c1\u724c\u8a9e\u5883\u6a21\u578b\u300d\u3002\u9019\u500b\u6a21\u578b\u4e0d\u662f\u7c21\u55ae\u7684\u95dc\u9375\u8a5e\u66ff\u63db\uff0c\u800c\u662f\u5f9e\u8a9e\u7fa9\u5c64\u9762\u7406\u89e3\uff1a\u7576\u6211\u5011\u8aaa\u300c\u9ad8\u54c1\u8cea\u300d\u6642\uff0c\u5177\u9ad4\u6307\u4ec0\u9ebc\uff08\u662f\u58fd\u547d\u6e2c\u8a66\u6a19\u6e96\u3001\u6750\u6599\u4f86\u6e90\u3001\u9084\u662f\u54c1\u63a7\u6d41\u7a0b\uff09\uff1b\u7576\u6211\u5011\u8aaa\u300c\u5ba2\u6236\u6210\u529f\u300d\u6642\uff0c\u4ee3\u8868\u54ea\u4e9b\u985e\u578b\u7684\u6848\u4f8b\u3002\u9019\u500b\u6a21\u578b\u6703\u5d4c\u5165\u5230AI\u7684\u751f\u6210\u5f15\u64ce\u4e2d\uff0c\u6210\u70ba\u6bcf\u4e00\u6b21\u5275\u4f5c\u7684\u5e95\u5c64\u53c3\u8003\u6846\u67b6\u3002\u5be6\u9a57\u6578\u64da\u986f\u793a\uff0c\u7d93\u904e\u8a9e\u5883\u5efa\u6a21\u7684AI\uff0c\u5176\u5167\u5bb9\u8207\u54c1\u724c\u8abf\u6027\u7684\u4e00\u81f4\u6027\u5f9e\u5e73\u574747%\u63d0\u5347\u81f391%\u3002<\/p>\n\n

Step 3\uff1a\u7b56\u7565\u751f\u6210\u2014\u2014\u8b93AI\u50cf\u7e3d\u76e3\u4e00\u6a23\u898f\u5283\u5167\u5bb9<\/h3>\n

\u6709\u4e86\u54c1\u724c\u8a9e\u5883\u6a21\u578b\uff0cAI\u4e0d\u518d\u662f\u88ab\u52d5\u63a5\u53d7\u6307\u4ee4\uff0c\u800c\u662f\u80fd\u4e3b\u52d5\u898f\u5283\u5167\u5bb9\u7b56\u7565\u3002\u7d66\u5b9a\u4e00\u500b\u4e3b\u984c\uff08\u4f8b\u5982\u300c\u62d3\u5c55\u5317\u7f8e\u98df\u54c1\u7d1a\u8f38\u9001\u5e36\u5e02\u5834\u300d\uff09\uff0cAI\u6703\uff1a<\/p>\n