{"id":2251,"date":"2024-10-13T07:38:00","date_gmt":"2024-10-13T07:38:00","guid":{"rendered":"http:\/\/moneycompass.com.my\/cn\/%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%bc%80%e5%8f%91%e7%94%9f%e6%80%81%e5%8a%a0%e9%80%9f%e8%bf%9b%e5%8c%96%ef%bc%8c%e6%ba%902-0%e5%85%a8%e9%9d%a2%e9%80%82%e9%85%8d%e7%99%be%e5%ba%a6paddlenlp\/"},"modified":"2024-10-13T07:38:00","modified_gmt":"2024-10-13T07:38:00","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%bc%80%e5%8f%91%e7%94%9f%e6%80%81%e5%8a%a0%e9%80%9f%e8%bf%9b%e5%8c%96%ef%bc%8c%e6%ba%902-0%e5%85%a8%e9%9d%a2%e9%80%82%e9%85%8d%e7%99%be%e5%ba%a6paddlenlp","status":"publish","type":"post","link":"https:\/\/moneycompass.com.my\/cn\/%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%bc%80%e5%8f%91%e7%94%9f%e6%80%81%e5%8a%a0%e9%80%9f%e8%bf%9b%e5%8c%96%ef%bc%8c%e6%ba%902-0%e5%85%a8%e9%9d%a2%e9%80%82%e9%85%8d%e7%99%be%e5%ba%a6paddlenlp\/","title":{"rendered":"\u5927\u6a21\u578b\u5f00\u53d1\u751f\u6001\u52a0\u901f\u8fdb\u5316\uff0c\u6e902.0\u5168\u9762\u9002\u914d\u767e\u5ea6PaddleNLP"},"content":{"rendered":"<p><span class=\"legendSpanClass\">\u5317\u4eac<\/span><span class=\"legendSpanClass\">2024\u5e7410\u670813\u65e5<\/span> \/\u7f8e\u901a\u793e\/ &#8212; \u8fd1\u65e5\uff0c<span>\u6d6a\u6f6e\u4fe1\u606f<\/span>\u6e902.0\u5f00\u6e90\u5927\u6a21\u578b\u4e0e\u767e\u5ea6PaddleNLP\u5b8c\u6210\u5168\u9762\u9002\u914d\u3002\u7528\u6237\u901a\u8fc7PaddleNLP\uff0c\u53ef\u5feb\u901f\u8c03\u7528\u6e902.0\u9884\u8bad\u7ec3\u5927\u6a21\u578b\uff0c\u4f7f\u7528\u6e902.0\u5728\u8bed\u4e49\u3001\u6570\u5b66\u3001\u63a8\u7406\u3001\u4ee3\u7801\u3001\u77e5\u8bc6\u7b49\u65b9\u9762\u7684\u63a8\u7406\u80fd\u529b\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u7279\u5b9a\u9886\u57df\u7684\u6570\u636e\u96c6\u5bf9\u6e902.0 \u8fdb\u884c\u5fae\u8c03\uff0c\u8bad\u7ec3\u51fa\u9002\u5408\u81ea\u8eab\u4e1a\u52a1\u9700\u6c42\u7684\u5927\u6a21\u578b\u3002<\/p>\n<p>\u5927\u8bed\u8a00\u6a21\u578b\u7684\u5feb\u901f\u53d1\u5c55\u5bf9\u8bad\u7ec3\u548c\u63a8\u7406\u6280\u672f\u5e26\u6765\u4e86\u66f4\u9ad8\u7684\u8981\u6c42\uff0c\u4f01\u4e1a\u5728\u5927\u6a21\u578b\u5f00\u53d1\u8fc7\u7a0b\u5f80\u5f80\u9762\u4e34\u591a\u79cd\u96be\u9898\uff1a\u5982\u4f55\u5b9e\u73b0\u9ad8\u6548\u8bad\u7ec3\u548c\u63a8\u7406\uff0c\u5982\u4f55\u964d\u4f4e\u7b97\u529b\u8d44\u6e90\u6d88\u8017\uff0c\u5982\u4f55\u9002\u914d\u591a\u79cd\u786c\u4ef6\u2026\u2026<\/p>\n<p>PaddleNLP\u662f\u767e\u5ea6\u57fa\u4e8e\u98de\u6868\u6846\u67b6\u6253\u9020\u7684\u5927\u8bed\u8a00\u6a21\u578b\u5957\u4ef6\uff0c\u805a\u5408\u4e1a\u754c\u4f18\u8d28\u9884\u8bad\u7ec3\u6a21\u578b\u5e76\u63d0\u4f9b\u5f00\u7bb1\u5373\u7528\u7684\u5f00\u53d1\u4f53\u9a8c\uff0c\u8986\u76d6NLP\u591a\u573a\u666f\u7684\u6a21\u578b\u5e93\uff0c\u642d\u914d\u4ea7\u4e1a\u5b9e\u8df5\u8303\u4f8b\uff0c\u63d0\u4f9b\u6781\u81f4\u7684\u8bad\u7ec3\u4e0e\u63a8\u7406\u6027\u80fd\uff0c\u53ef\u6ee1\u8db3\u7075\u6d3b\u5b9a\u5236\u7684\u5f00\u53d1\u9700\u6c42\u3002<\/p>\n<p>\u6e902.0\u7cfb\u5217\u57fa\u7840\u5927\u6a21\u578b\u662f\u9996\u4e2a\u5168\u9762\u5f00\u6e90\u7684\u5343\u4ebf\u53c2\u6570\u6a21\u578b\uff0c\u5305\u62ec1026\u4ebf\u3001518\u4ebf\u300121\u4ebf\u4e09\u79cd\u53c2\u6570\u89c4\u6a21\u7684\u6a21\u578b\uff0c\u5728\u5bf9\u8bdd\u95ee\u7b54\u3001\u7f16\u7a0b\u3001\u903b\u8f91\u63a8\u7406\u7b49\u65b9\u9762\u5c55\u793a\u51fa\u4e86\u9886\u5148\u7684\u80fd\u529b\u3002<\/p>\n<p>\u6b64\u6b21\u9002\u914d\u6807\u5fd7\u6e902.0\u5927\u6a21\u578b\u8fc1\u79fb\u5230\u98de\u6868\u751f\u6001\u4e2d\uff0c\u4e30\u5bcc\u4e86PaddleNLP\u7684\u5927\u6a21\u578b\u5e93\uff0c\u65b9\u4fbf\u7528\u6237\u5728PaddleNLP\u5185\u5feb\u901f\u4f7f\u7528\u6e902.0\u5927\u6a21\u578b\u7684\u80fd\u529b\uff0c\u5e76\u80fd\u4f7f\u7528\u7279\u5b9a\u9886\u57df\u7684\u6570\u636e\u96c6\u505a\u5fae\u8c03\uff0c\u5229\u7528\u76f8\u5bf9\u8f83\u5c11\u7684\u8d44\u6e90\u5c31\u80fd\u8bad\u7ec3\u51fa\u66f4\u9002\u5408\u5b9e\u9645\u5e94\u7528\u573a\u666f\u7684\u5927\u6a21\u578b\u3002\u6e902.0\u57fa\u4e8ePaddleNLP\u5185\u7f6e\u7684\u9884\u8bad\u7ec3-\u5fae\u8c03-\u63a8\u7406\u5168\u6d41\u7a0b\uff0c\u652f\u6301\u5927\u6a21\u578b\u6570\u636e\u5e76\u884c\u3001\u6570\u636e\u5206\u7ec4\u5207\u7247\u5e76\u884c\u548c\u6a21\u578b\u5e76\u884c\uff0c\u63d0\u4f9b\u9ad8\u6027\u80fd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e0e\u63a8\u7406\u6280\u672f\uff0c\u540c\u65f6\u65e0\u9700\u4fee\u6539\u5373\u53ef\u9002\u914d\u591a\u79cd\u786c\u4ef6\uff0c\u4ece\u800c\u7ed9\u7528\u6237\u5e26\u6765\u5f00\u7bb1\u5373\u7528\u7684\u5f00\u53d1\u4f53\u9a8c\uff0c\u5b9e\u73b0\u9ad8\u6548\u8bad\u7ec3\u548c\u63a8\u7406\u3002<\/p>\n<p>\u5728\u5fae\u8c03\u9636\u6bb5\uff0c\u5229\u7528PaddleNLP\u4e2dZero Padding\u96f6\u586b\u5145\u6570\u636e\u6d41\u4f18\u5316\u6280\u672f\uff0c\u901a\u8fc7\u5206\u7ec4\u8d2a\u5fc3\u7684\u6570\u636e\u586b\u5145\u7b56\u7565\uff0c\u53ef\u6700\u5927\u7a0b\u5ea6\u6d88\u9664\u65e0\u6548\u586b\u5145\u7684\u6bd4\u4f8b\u3002\u901a\u8fc7\u4e0a\u8ff0\u4f18\u5316\uff0c\u76f8\u6bd4LLaMA-Factory\uff0cPaddleNLP\u5728SFT\uff08Supervised Fine-Tuning\uff0c\u76d1\u7763\u5fae\u8c03\uff09\u73af\u8282\u6027\u80fd\u63d0\u5347\uff0c\u53ef\u4ee5\u66f4\u5feb\u8bad\u7ec3\u51fa\u9002\u5408\u5ba2\u6237\u5e94\u7528\u573a\u666f\u7684\u4e13\u5c5e\u6e902.0\u5927\u6a21\u578b\u3002<\/p>\n<p>\u57fa\u4e8ePaddleNLP\u5b9e\u73b0\u6e902.0\u5927\u6a21\u578b\u7684\u6b65\u9aa4<\/p>\n<p>Step 1 \u73af\u5883\u6784\u5efa\uff0c\u5b89\u88c5\u98de\u6868\u6846\u67b6\u7684\u8f6f\u786c\u4ef6\u73af\u5883<\/p>\n<p>Step 2 \u62c9\u53d6\u6e902.0\u6743\u91cd<\/p>\n<p>Step 3 \u6d4b\u8bd5<\/p>\n<p>\u4f7f\u7528PaddleNLP\u4e0e\u6e902.0\u7684\u4ea4\u4e92\u793a\u4f8b<\/p>\n<p>\u7528\u6237\u5728PaddleNLP\u5e73\u53f0\u4e0a\u53ef\u4ee5\u5feb\u901f\u4f7f\u7528\u6e902.0\u7684\u63a8\u7406\u80fd\u529b\uff0c\u7279\u522b\u662f\u4f7f\u7528\u6e902.0\u8fdb\u884c\u5f20\u91cf\u5e76\u884c\u63a8\u7406\u65f6\u3002\u5728Torch\u5e73\u53f0\u4e0a\uff0c\u6e902.0\u4f7f\u7528transformers\u76f4\u63a5\u8fdb\u884c\u63a8\u7406\uff0c\u662f\u9ed8\u8ba4\u4f7f\u7528\u6d41\u6c34\u7ebf\u5e76\u884c\u63a8\u7406\u7684\uff0c\u8ba1\u7b97\u6d41\u53ea\u6709\u4e00\u6761\uff0c\u56e0\u6b64\u63a8\u7406\u6027\u80fd\u76f8\u8f83\u4e8e\u5f20\u91cf\u5e76\u884c\u8f83\u6162\u3002\u5982\u679c\u60f3\u4f7f\u7528\u5f20\u91cf\u5e76\u884c\uff0c\u9700\u8981\u7528\u6237\u81ea\u5df1\u7f16\u5199\u4ee3\u7801\u6309\u7167\u5e76\u884c\u6570\u91cf\u63d0\u524d\u5bf9\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\uff0c\u800c\u8fd9\u53c8\u9700\u8981\u7528\u6237\u5bf9\u6a21\u578b\u548c\u6846\u67b6\u6bd4\u8f83\u719f\u6089\u3002\u4f46\u5728PaddleNLP\u5e73\u53f0\u4e0a\uff0c\u7528\u6237\u65e0\u9700\u63d0\u524d\u5904\u7406\u6743\u91cd\u5373\u53ef\u4e00\u952e\u542f\u52a8\u5f20\u91cf\u5e76\u884c\u63a8\u7406\uff0c\u4e0a\u624b\u95e8\u69db\u4f4e\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u4f7f\u7528PaddleNLP\u4e0e\u6e902.0\u7684\u4ea4\u4e92\u793a\u4f8b\u3002<\/p>\n<p>1.\u4ee3\u7801\u751f\u6210<\/p>\n<p>\u95ee\u9898\uff1a\u4f7f\u7528java\u5b9e\u73b0\u5192\u6ce1\u6392\u5e8f\u7b97\u6cd5<\/p>\n<p>\u56de\u7b54\uff1a\u5192\u6ce1\u6392\u5e8f\u662f\u4e00\u79cd\u7b80\u5355\u4f46\u6548\u7387\u8f83\u4f4e\u7684\u6392\u5e8f\u7b97\u6cd5\uff0c\u5b83\u901a\u8fc7\u6bd4\u8f83\u76f8\u90bb\u7684\u4e24\u4e2a\u5143\u7d20\uff0c\u5e76\u4ea4\u6362\u5b83\u4eec\u7684\u4f4d\u7f6e\uff0c\u4ece\u800c\u9010\u6b65\u5c06\u6700\u5927\u7684\u5143\u7d20\u79fb\u52a8\u5230\u5217\u8868\u7684\u672b\u5c3e\u3002<\/p>\n<p><span>\u4e0b<\/span><span>\u9762\u662f\u4f7f\u7528java\u5b9e\u73b0\u5192\u6ce1\u6392\u5e8f\u7b97\u6cd5\u7684\u4ee3\u7801\uff1a<\/span><\/p>\n<div class=\"PRN_ImbeddedAssetReference\">\n<p><a href=\"https:\/\/mma.prnewswire.com\/media\/2529348\/1.html\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n<\/div>\n<p>\u5728\u8fd9\u4e2a\u4ee3\u7801\u4e2d\uff0cint[]arr\u662f\u8f93\u5165\u7684\u6574\u6570\u6570\u7ec4\uff0cn\u662f\u6570\u7ec4\u7684\u957f\u5ea6\u3002\u51fd\u6570bubbleSort\u63a5\u53d7\u4e00\u4e2a\u6574\u6570\u6570\u7ec4\u4f5c\u4e3a\u53c2\u6570\uff0c\u5e76\u8fd4\u56de\u6392\u5e8f\u540e\u7684\u6570\u7ec4\u3002<\/p>\n<p>\u4f7f\u7528\u4e0a\u8ff0\u4ee3\u7801\uff0c\u4f60\u53ef\u4ee5\u8c03\u7528bubbleSort\u51fd\u6570\u5bf9\u6570\u7ec4[5,3,8, 2,1,6,4]\u8fdb\u884c\u6392\u5e8f\u3002\u6392\u5e8f\u540e\u7684\u7ed3\u679c\u4e3a[1,2,3,4,5,6,8]\u3002<\/p>\n<p>2.\u6587\u7ae0\u751f\u6210<\/p>\n<p>\u95ee\u9898\uff1a\u5199\u4e00\u7bc7\u9898\u4e3aAI\u5e26\u7ed9\u4e86\u4eba\u7c7b\u4ec0\u4e48\u7684\u6587\u7ae0\u3002<\/p>\n<p>\u56de\u7b54\uff1a\u4eba\u5de5\u667a\u80fd(AI)\u662f\u4e00\u79cd\u6280\u672f\uff0c\u5b83\u53ef\u4ee5\u8ba9\u8ba1\u7b97\u673a\u50cf\u4eba\u7c7b\u4e00\u6837\u601d\u8003\u548c\u884c\u52a8\u3002AI\u6280\u672f\u5df2\u7ecf\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5404\u4e2a\u9886\u57df\uff0c\u5305\u62ec\u533b\u7597\u3001\u91d1\u878d\u3001\u4ea4\u901a\u3001\u6559\u80b2\u3001\u5a31\u4e50\u7b49\u7b49\u3002AI\u6280\u672f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u89e3\u51b3\u8bb8\u591a\u95ee\u9898\uff0c\u4f8b\u5982\u81ea\u52a8\u9a7e\u9a76\u3001\u8bed\u97f3\u8bc6\u522b\u3001\u56fe\u50cf\u8bc6\u522b\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49\u7b49\u3002AI\u6280\u672f\u8fd8\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\uff0c\u4f8b\u5982\u81ea\u52a8\u5316\u751f\u4ea7\u7ebf\u3001\u667a\u80fd\u5ba2\u670d\u7b49\u7b49\u3002AI\u6280\u672f\u8fd8\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u4e86\u89e3\u4e16\u754c\uff0c\u4f8b\u5982\u901a\u8fc7AI\u6280\u672f\u53ef\u4ee5\u66f4\u597d\u5730\u9884\u6d4b\u5929\u6c14\u3001\u5206\u6790\u5e02\u573a\u8d8b\u52bf\u7b49\u7b49\u3002\u603b\u4e4b\uff0cAI\u6280\u672f\u5df2\u7ecf\u6210\u4e3a\u4e86\u6211\u4eec\u751f\u6d3b\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<p>3.\u7ffb\u8bd1<\/p>\n<p>\u95ee\u9898\uff1a\u5c06\u4e0b\u9762\u7684\u6587\u5b57\u7ffb\u8bd1\u6210\u4e2d\u6587\uff1aBut with the passage of time, Hemingway has reached middle age,and his energy and creativity have also declined. In Hemingway&#8217;s inner world, he was very upset, but he never lost hope and confidence.<\/p>\n<p>\u56de\u7b54\uff1a\u7136\u800c\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u6d77\u660e\u5a01\u5df2\u7ecf\u6b65\u5165\u4e2d\u5e74\uff0c\u4ed6\u7684\u7cbe\u529b\u548c\u521b\u9020\u529b\u4e5f\u4e0d\u65ad\u4e0b\u964d\uff0c\u4f46\u4ed6\u7684\u5185\u5fc3\u5374\u975e\u5e38\u4e0d\u5b89\uff0c\u4f46\u4ed6\u4ece\u672a\u5931\u53bb\u5e0c\u671b\u548c\u4fe1\u5fc3\u3002<\/p>\n<p>4.\u5bf9\u8bdd<\/p>\n<p>\u95ee\u9898\uff1a\u76ee\u524d\u6700\u5148\u8fdb\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u6709\u54ea\u4e9b?<\/p>\n<p>\u56de\u7b54\uff1a\u5f53\u524d\u6700\u5148\u8fdb\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5305\u62ec\u4ee5\u4e0b\u51e0\u79cd\uff1a<\/p>\n<p>1.\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u5377\u79ef\u795e\u7ecf\u7f51\u7edc(Convolutional Neural Networks,CNN):CNN\u662f\u8fd1\u5e74\u6765\u5728\u56fe\u50cf\u5904\u7406\u9886\u57df\u4e2d\u975e\u5e38\u6210\u529f\u7684\u4e00\u79cd\u7b97\u6cd5\uff0c \u53ef\u4ee5\u7528\u4e8e\u56fe\u50cf\u5206\u7c7b\u3001\u76ee\u6807\u68c0\u6d4b\u3001\u56fe\u50cf\u5206\u5272\u7b49\u4efb\u52a1\u3002<\/p>\n<p>2.\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u5faa\u73af\u795e\u7ecf\u7f51\u7edc(Recurrent Neural Networks,RNN):RNN\u5e38\u5e38\u7528\u4e8e\u5e8f\u5217\u6570\u636e\u5904\u7406\uff0c\u4f8b\u5982\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8bed\u97f3\u8bc6\u522b\u3001\u673a\u5668\u7ffb\u8bd1\u7b49\u4efb\u52a1\u3002\u5176\u4e2d\uff0c\u957f\u77ed\u65f6\u8bb0\u5fc6\u7f51\u7edc(Long Short-Term Memory,LSTM)\u548c\u95e8\u63a7\u5faa\u73af\u5355\u5143(Gated Recurrent Unit,GRU)\u662f\u4e24\u79cd\u5e38\u7528\u7684RNN\u53d8\u4f53\u3002<\/p>\n<p>3.\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u81ea\u7f16\u7801\u5668(AutoEncoder,AE): AE\u662f\u65e0\u76d1\u7763\u5b66\u4e60\u4e2d\u4e00\u79cd\u91cd\u8981\u7684\u7b97\u6cd5\uff0c\u76ee\u6807\u662f\u5b66\u4e60\u4e00\u79cd\u538b\u7f29\u8868\u793a\u5f62\u5f0f\uff0c\u80fd\u591f\u628a\u8f93\u5165\u538b\u7f29\u5230\u8f83\u5c0f\u7684\u8303\u56f4\u3002\u76ee\u524d\u5e94\u7528\u4e8e\u4fe1\u53f7\u5904\u7406\u3001\u56fe\u50cf\u538b\u7f29\u3001\u6570\u636e\u538b\u7f29\u7b49\u9886\u57df\u3002<\/p>\n<p>4.\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u5bf9\u6297\u751f\u6210\u7f51\u7edc(Generative Adversarial Networks,GAN):GAN\u662f\u7531\u4e24\u4e2a\u795e\u7ecf\u7f51\u7edc\u7ec4\u6210\u7684\u5bf9\u6297\u6a21\u578b\uff0c\u4e00\u4e2a\u751f\u6210\u5668\u7f51\u7edc\u7528\u4e8e\u751f\u6210\u65b0\u7684\u6570\u636e\uff0c\u53e6\u4e00\u4e2a\u5224\u522b\u5668\u7f51\u7edc\u7528\u4e8e\u5224\u522b\u751f\u6210\u7684\u6570\u636e\u662f\u5426\u771f\u5b9e\uff0c\u5f15\u5bfc\u751f\u6210\u5668\u5b66\u4e60\u751f\u6210\u65b0\u7684\u6570\u636e\u3002GAN\u5e7f\u6cdb\u5e94\u7528\u4e8e\u56fe\u50cf\u751f\u6210\u3001\u89c6\u9891\u751f\u6210\u7b49\u573a\u666f\u4e2d\u3002<\/p>\n<p>5.\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u8fc1\u79fb\u5b66\u4e60(Transfer Learning):\u5c06\u8fc7\u53bb\u5728\u8bad\u7ec3\u96c6\u4e0a\u8bad\u7ec3\u800c\u5f97\u5230\u7684\u77e5\u8bc6\u5e94\u7528\u5230\u65b0\u4efb\u52a1\u4e2d\uff0c\u53ef\u4ee5\u52a0\u901f\u6a21\u578b\u7684 \u8bad\u7ec3\u548c\u63d0\u9ad8\u6548\u679c\u3002<\/p>\n<p>\u603b\u4e4b\uff0c\u5f53\u524d\u6700\u5148\u8fdb\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5305\u62ec\u5377\u79ef\u795e\u7ecf\u7f51\u7edc(CNN)\u3001\u5faa\u73af\u795e\u7ecf\u7f51\u7edc(RNN)\u3001\u81ea\u7f16\u7801\u5668(AE)\u3001\u5bf9\u6297\u751f\u6210\u7f51\u7edc(GAN)\u7b49\u3002\u5728\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u9700\u8981\u6839\u636e\u4efb\u52a1\u7279\u70b9\u9009\u62e9\u9002\u5408\u7684\u7b97\u6cd5\uff0c\u5e76\u8fdb\u884c\u5b9e\u9a8c\u548c\u8bc4\u4f30\u6765\u9a8c\u8bc1\u5176\u6709\u6548\u6027\u3002<\/p>\n<p>\u4f7f\u7528PaddleNLP\u5bf9\u6e902.0\u8fdb\u884c\u8bad\u7ec3<\/p>\n<p>\u5982\u679c\u9700\u8981\u57fa\u4e8e\u6e902.0\u4ece\u5934\u8fdb\u884c\u8bad\u7ec3\uff0c\u53ef\u4ee5\u53c2\u8003\u9884\u8bad\u7ec3\u90e8\u5206\uff1b\u5982\u679c\u9700\u8981\u57fa\u4e8e\u6e902.0\u5927\u6a21\u578b\uff0c\u5bf9\u7279\u5b9a\u7684\u529f\u80fd\u8fdb\u884c&#8221;\u4f18\u5316&#8221;\uff0c\u53ef\u4ee5\u53c2\u8003\u5fae\u8c03\u90e8\u5206\uff0c\u4f7f\u7528\u7279\u5b9a\u9886\u57df\u7684\u6570\u636e\u96c6\u505a\u5fae\u8c03\uff0c\u5229\u7528\u76f8\u5bf9\u8f83\u5c11\u7684\u8d44\u6e90\u5c31\u80fd\u8bad\u7ec3\u51fa\u66f4\u9002\u5408\u5b9e\u9645\u5e94\u7528\u573a\u666f\u7684\u5927\u6a21\u578b\u3002<\/p>\n<p>1.\u9884\u8bad\u7ec3<\/p>\n<p>\u4ee5\u6e902.0-51B\u6a21\u578b\u4e3a\u4f8b\uff0c\u8f93\u51fa\u5982\u4e0b\uff1a<\/p>\n<div class=\"PRN_ImbeddedAssetReference\">\n<p><a href=\"https:\/\/mma.prnewswire.com\/media\/2527737\/51B.html\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n<\/div>\n<p>Loss\u66f2\u7ebf\u5982\u4e0b\uff0c\u53ef\u6536\u655b\u3002\u7528\u6237\u53ef\u4ee5\u57fa\u4e8e\u6e902.0\u7684\u6a21\u578b\u7ed3\u6784\uff0c\u4f7f\u7528\u81ea\u5df1\u7684\u6570\u636e\u96c6\u4ece\u5934\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u751f\u6210\u4e13\u5c5e\u57fa\u7840\u5927\u6a21\u578b\u3002<\/p>\n<div class=\"PRN_ImbeddedAssetReference\">\n<p><a href=\"https:\/\/mma.prnewswire.com\/media\/2527738\/51B____loss.html\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n<\/div>\n<p>2.\u5fae\u8c03<\/p>\n<p>\u4ee5\u6e902.0-51B\u6a21\u578b\u8fdb\u884cLora\u5fae\u8c03\u4e3a\u4f8b\uff0c\u8f93\u51fa\u5982\u4e0b\uff1a<\/p>\n<div class=\"PRN_ImbeddedAssetReference\">\n<p><a href=\"https:\/\/mma.prnewswire.com\/media\/2527739\/51B.html\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n<\/div>\n<p>Loss\u66f2\u7ebf\u5982\u4e0b\uff0c\u53ef\u6536\u655b\u3002\u7528\u6237\u53ef\u4f7f\u7528\u7279\u5b9a\u6570\u636e\u96c6\u5bf9\u6e902.0\u8fdb\u884c\u5fae\u8c03\uff0c\u8bad\u7ec3\u51fa\u66f4\u9002\u5408\u81ea\u8eab\u4e1a\u52a1\u9700\u6c42\u7684\u5927\u6a21\u578b\u3002<\/p>\n<div class=\"PRN_ImbeddedAssetReference\">\n<p><a href=\"https:\/\/mma.prnewswire.com\/media\/2527740\/51B___loss.html\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n<\/div>\n<p>\u00a0<\/p>\n<div class=\"PRN_ImbeddedAssetReference\">\n<\/div>\n<p>SOURCE  \u6d6a\u6f6e\u4fe1\u606f<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5317\u4eac2024\u5e7410\u670813\u65e5 \/\u7f8e\u901a\u793e\/ &#8212; \u8fd1\u65e5\uff0c\u6d6a\u6f6e\u4fe1\u606f\u6e902.0\u5f00\u6e90\u5927\u6a21\u578b\u4e0e\u767e\u5ea6PaddleNLP\u5b8c\u6210\u5168\u9762\u9002\u914d\u3002\u7528\u6237\u901a\u8fc7PaddleNLP\uff0c\u53ef\u5feb\u901f\u8c03\u7528\u6e902.0\u9884\u8bad\u7ec3\u5927\u6a21\u578b\uff0c\u4f7f\u7528\u6e902.0\u5728\u8bed\u4e49\u3001\u6570\u5b66\u3001\u63a8\u7406\u3001\u4ee3\u7801\u3001\u77e5\u8bc6\u7b49\u65b9\u9762\u7684\u63a8\u7406\u80fd\u529b\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u7279\u5b9a\u9886\u57df\u7684\u6570\u636e\u96c6\u5bf9\u6e902.0 \u8fdb\u884c\u5fae\u8c03\uff0c\u8bad\u7ec3\u51fa\u9002\u5408\u81ea\u8eab\u4e1a\u52a1\u9700\u6c42\u7684\u5927\u6a21\u578b\u3002 \u5927\u8bed\u8a00\u6a21\u578b\u7684\u5feb\u901f\u53d1\u5c55\u5bf9\u8bad\u7ec3\u548c\u63a8\u7406\u6280\u672f\u5e26\u6765\u4e86\u66f4\u9ad8\u7684\u8981\u6c42\uff0c\u4f01\u4e1a\u5728\u5927\u6a21\u578b\u5f00\u53d1\u8fc7\u7a0b\u5f80\u5f80\u9762\u4e34\u591a\u79cd\u96be\u9898\uff1a\u5982\u4f55\u5b9e\u73b0\u9ad8\u6548\u8bad\u7ec3\u548c\u63a8\u7406\uff0c\u5982\u4f55\u964d\u4f4e\u7b97\u529b\u8d44\u6e90\u6d88\u8017\uff0c\u5982\u4f55\u9002\u914d\u591a\u79cd\u786c\u4ef6\u2026\u2026 PaddleNLP\u662f\u767e\u5ea6\u57fa\u4e8e\u98de\u6868\u6846\u67b6\u6253\u9020\u7684\u5927\u8bed\u8a00\u6a21\u578b\u5957\u4ef6\uff0c\u805a\u5408\u4e1a\u754c\u4f18\u8d28\u9884\u8bad\u7ec3\u6a21\u578b\u5e76\u63d0\u4f9b\u5f00\u7bb1\u5373\u7528\u7684\u5f00\u53d1\u4f53\u9a8c\uff0c\u8986\u76d6NLP\u591a\u573a\u666f\u7684\u6a21\u578b\u5e93\uff0c\u642d\u914d\u4ea7\u4e1a\u5b9e\u8df5\u8303\u4f8b\uff0c\u63d0\u4f9b\u6781\u81f4\u7684\u8bad\u7ec3\u4e0e\u63a8\u7406\u6027\u80fd\uff0c\u53ef\u6ee1\u8db3\u7075\u6d3b\u5b9a\u5236\u7684\u5f00\u53d1\u9700\u6c42\u3002 \u6e902.0\u7cfb\u5217\u57fa\u7840\u5927\u6a21\u578b\u662f\u9996\u4e2a\u5168\u9762\u5f00\u6e90\u7684\u5343\u4ebf\u53c2\u6570\u6a21\u578b\uff0c\u5305\u62ec1026\u4ebf\u3001518\u4ebf\u300121\u4ebf\u4e09\u79cd\u53c2\u6570\u89c4\u6a21\u7684\u6a21\u578b\uff0c\u5728\u5bf9\u8bdd\u95ee\u7b54\u3001\u7f16\u7a0b\u3001\u903b\u8f91\u63a8\u7406\u7b49\u65b9\u9762\u5c55\u793a\u51fa\u4e86\u9886\u5148\u7684\u80fd\u529b\u3002 \u6b64\u6b21\u9002\u914d\u6807\u5fd7\u6e902.0\u5927\u6a21\u578b\u8fc1\u79fb\u5230\u98de\u6868\u751f\u6001\u4e2d\uff0c\u4e30\u5bcc\u4e86PaddleNLP\u7684\u5927\u6a21\u578b\u5e93\uff0c\u65b9\u4fbf\u7528\u6237\u5728PaddleNLP\u5185\u5feb\u901f\u4f7f\u7528\u6e902.0\u5927\u6a21\u578b\u7684\u80fd\u529b\uff0c\u5e76\u80fd\u4f7f\u7528\u7279\u5b9a\u9886\u57df\u7684\u6570\u636e\u96c6\u505a\u5fae\u8c03\uff0c\u5229\u7528\u76f8\u5bf9\u8f83\u5c11\u7684\u8d44\u6e90\u5c31\u80fd\u8bad\u7ec3\u51fa\u66f4\u9002\u5408\u5b9e\u9645\u5e94\u7528\u573a\u666f\u7684\u5927\u6a21\u578b\u3002\u6e902.0\u57fa\u4e8ePaddleNLP\u5185\u7f6e\u7684\u9884\u8bad\u7ec3-\u5fae\u8c03-\u63a8\u7406\u5168\u6d41\u7a0b\uff0c\u652f\u6301\u5927\u6a21\u578b\u6570\u636e\u5e76\u884c\u3001\u6570\u636e\u5206\u7ec4\u5207\u7247\u5e76\u884c\u548c\u6a21\u578b\u5e76\u884c\uff0c\u63d0\u4f9b\u9ad8\u6027\u80fd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e0e\u63a8\u7406\u6280\u672f\uff0c\u540c\u65f6\u65e0\u9700\u4fee\u6539\u5373\u53ef\u9002\u914d\u591a\u79cd\u786c\u4ef6\uff0c\u4ece\u800c\u7ed9\u7528\u6237\u5e26\u6765\u5f00\u7bb1\u5373\u7528\u7684\u5f00\u53d1\u4f53\u9a8c\uff0c\u5b9e\u73b0\u9ad8\u6548\u8bad\u7ec3\u548c\u63a8\u7406\u3002 \u5728\u5fae\u8c03\u9636\u6bb5\uff0c\u5229\u7528PaddleNLP\u4e2dZero Padding\u96f6\u586b\u5145\u6570\u636e\u6d41\u4f18\u5316\u6280\u672f\uff0c\u901a\u8fc7\u5206\u7ec4\u8d2a\u5fc3\u7684\u6570\u636e\u586b\u5145\u7b56\u7565\uff0c\u53ef\u6700\u5927\u7a0b\u5ea6\u6d88\u9664\u65e0\u6548\u586b\u5145\u7684\u6bd4\u4f8b\u3002\u901a\u8fc7\u4e0a\u8ff0\u4f18\u5316\uff0c\u76f8\u6bd4LLaMA-Factory\uff0cPaddleNLP\u5728SFT\uff08Supervised Fine-Tuning\uff0c\u76d1\u7763\u5fae\u8c03\uff09\u73af\u8282\u6027\u80fd\u63d0\u5347\uff0c\u53ef\u4ee5\u66f4\u5feb\u8bad\u7ec3\u51fa\u9002\u5408\u5ba2\u6237\u5e94\u7528\u573a\u666f\u7684\u4e13\u5c5e\u6e902.0\u5927\u6a21\u578b\u3002 \u57fa\u4e8ePaddleNLP\u5b9e\u73b0\u6e902.0\u5927\u6a21\u578b\u7684\u6b65\u9aa4 Step 1 \u73af\u5883\u6784\u5efa\uff0c\u5b89\u88c5\u98de\u6868\u6846\u67b6\u7684\u8f6f\u786c\u4ef6\u73af\u5883 Step 2 \u62c9\u53d6\u6e902.0\u6743\u91cd Step 3 \u6d4b\u8bd5 \u4f7f\u7528PaddleNLP\u4e0e\u6e902.0\u7684\u4ea4\u4e92\u793a\u4f8b \u7528\u6237\u5728PaddleNLP\u5e73\u53f0\u4e0a\u53ef\u4ee5\u5feb\u901f\u4f7f\u7528\u6e902.0\u7684\u63a8\u7406\u80fd\u529b\uff0c\u7279\u522b\u662f\u4f7f\u7528\u6e902.0\u8fdb\u884c\u5f20\u91cf\u5e76\u884c\u63a8\u7406\u65f6\u3002\u5728Torch\u5e73\u53f0\u4e0a\uff0c\u6e902.0\u4f7f\u7528transformers\u76f4\u63a5\u8fdb\u884c\u63a8\u7406\uff0c\u662f\u9ed8\u8ba4\u4f7f\u7528\u6d41\u6c34\u7ebf\u5e76\u884c\u63a8\u7406\u7684\uff0c\u8ba1\u7b97\u6d41\u53ea\u6709\u4e00\u6761\uff0c\u56e0\u6b64\u63a8\u7406\u6027\u80fd\u76f8\u8f83\u4e8e\u5f20\u91cf\u5e76\u884c\u8f83\u6162\u3002\u5982\u679c\u60f3\u4f7f\u7528\u5f20\u91cf\u5e76\u884c\uff0c\u9700\u8981\u7528\u6237\u81ea\u5df1\u7f16\u5199\u4ee3\u7801\u6309\u7167\u5e76\u884c\u6570\u91cf\u63d0\u524d\u5bf9\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\uff0c\u800c\u8fd9\u53c8\u9700\u8981\u7528\u6237\u5bf9\u6a21\u578b\u548c\u6846\u67b6\u6bd4\u8f83\u719f\u6089\u3002\u4f46\u5728PaddleNLP\u5e73\u53f0\u4e0a\uff0c\u7528\u6237\u65e0\u9700\u63d0\u524d\u5904\u7406\u6743\u91cd\u5373\u53ef\u4e00\u952e\u542f\u52a8\u5f20\u91cf\u5e76\u884c\u63a8\u7406\uff0c\u4e0a\u624b\u95e8\u69db\u4f4e\u3002 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\u4f7f\u7528\u4e0a\u8ff0\u4ee3\u7801\uff0c\u4f60\u53ef\u4ee5\u8c03\u7528bubbleSort\u51fd\u6570\u5bf9\u6570\u7ec4[5,3,8, 2,1,6,4]\u8fdb\u884c\u6392\u5e8f\u3002\u6392\u5e8f\u540e\u7684\u7ed3\u679c\u4e3a[1,2,3,4,5,6,8]\u3002 2.\u6587\u7ae0\u751f\u6210 \u95ee\u9898\uff1a\u5199\u4e00\u7bc7\u9898\u4e3aAI\u5e26\u7ed9\u4e86\u4eba\u7c7b\u4ec0\u4e48\u7684\u6587\u7ae0\u3002 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3.\u7ffb\u8bd1 \u95ee\u9898\uff1a\u5c06\u4e0b\u9762\u7684\u6587\u5b57\u7ffb\u8bd1\u6210\u4e2d\u6587\uff1aBut with the passage of time, Hemingway has reached middle age,and his energy and creativity have also declined. In [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":2252,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[25],"tags":[],"class_list":["post-2251","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pr-newswire"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5927\u6a21\u578b\u5f00\u53d1\u751f\u6001\u52a0\u901f\u8fdb\u5316\uff0c\u6e902.0\u5168\u9762\u9002\u914d\u767e\u5ea6PaddleNLP - Money Compass CN<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/moneycompass.com.my\/cn\/\u5927\u6a21\u578b\u5f00\u53d1\u751f\u6001\u52a0\u901f\u8fdb\u5316\uff0c\u6e902-0\u5168\u9762\u9002\u914d\u767e\u5ea6paddlenlp\/\" \/>\n<meta property=\"og:locale\" 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