{"id":9370,"date":"2024-07-12T22:40:57","date_gmt":"2024-07-12T14:40:57","guid":{"rendered":"\/?p=9370"},"modified":"2024-07-12T22:41:57","modified_gmt":"2024-07-12T14:41:57","slug":"transformers-%e5%ba%93-%e4%b8%8e-transformer-%e6%9c%89%e4%bb%80%e4%b9%88%e5%8c%ba%e5%88%ab","status":"publish","type":"post","link":"\/?p=9370","title":{"rendered":"Transformers \u5e93 \u4e0e Transformer \u6709\u4ec0\u4e48\u533a\u522b?"},"content":{"rendered":"

"Transformers"\u5e93\u548c"Transformer"\u6a21\u578b\u662f\u4e24\u4e2a\u4e0d\u540c\u7684\u6982\u5ff5\uff0c\u4f46\u5b83\u4eec\u90fd\u4e0e\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u7d27\u5bc6\u76f8\u5173\u3002\u4e0b\u9762\u6211\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u4e24\u8005\u4e4b\u95f4\u7684\u533a\u522b\u3002
\n\"\"
\nTransformers\u5e93
\n"Transformers"\u662f\u4e00\u4e2a\u7531Hugging Face\u56e2\u961f\u5f00\u53d1\u7684\u5f00\u6e90Python\u5e93\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u9884\u8bad\u7ec3\u6a21\u578b\u548c\u76f8\u5173\u5de5\u5177\uff0c\u7528\u4e8e\u5404\u79cdNLP\u4efb\u52a1\u3002\u8fd9\u4e2a\u5e93\u7684\u76ee\u6807\u662f\u4f7f\u5148\u8fdb\u7684NLP\u6280\u672f\u6613\u4e8e\u8bbf\u95ee\u548c\u4f7f\u7528\uff0c\u65e0\u8bba\u7528\u6237\u7684\u7ecf\u9a8c\u6c34\u5e73\u5982\u4f55\u3002"Transformers"\u5e93\u5305\u62ec\u4e86\u591a\u79cd\u6d41\u884c\u7684\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u5982BERT\u3001GPT-2\u3001RoBERTa\u3001T5\u7b49\uff0c\u8fd9\u4e9b\u6a21\u578b\u5728\u5404\u79cdNLP\u4efb\u52a1\u4e0a\u90fd\u53d6\u5f97\u4e86\u5353\u8d8a\u7684\u6027\u80fd\u3002<\/p>\n

\u4f7f\u7528"Transformers"\u5e93\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u5730\u5728\u81ea\u5df1\u7684\u5e94\u7528\u7a0b\u5e8f\u4e2d\u52a0\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u5e76\u8fdb\u884c\u5fae\u8c03\uff08fine-tuning\uff09\u4ee5\u9002\u5e94\u7279\u5b9a\u7684\u4efb\u52a1\u3002\u6b64\u5916\uff0c\u5e93\u8fd8\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684API\uff0c\u7528\u4e8e\u5904\u7406\u6570\u636e\u3001\u751f\u6210\u6587\u672c\u3001\u5206\u7c7b\u6587\u672c\u3001\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u7b49\u591a\u79cd\u4efb\u52a1\u3002<\/p>\n

Transformer\u6a21\u578b
\n"Transformer"\u662f\u4e00\u79cd\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u7531Vaswani\u7b49\u4eba\u57282017\u5e74\u7684\u8bba\u6587\u300aAttention Is All You Need\u300b\u4e2d\u9996\u6b21\u63d0\u51fa\u3002\u8fd9\u79cd\u6a21\u578b\u662f\u7528\u4e8e\u5904\u7406\u5e8f\u5217\u6570\u636e\u7684\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\uff0c\u7279\u522b\u662f\u5728\u673a\u5668\u7ffb\u8bd1\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\u3002"Transformer"\u6a21\u578b\u7684\u6838\u5fc3\u662f\u81ea\u6ce8\u610f\u529b\uff08self-attention\uff09\u673a\u5236\uff0c\u5b83\u5141\u8bb8\u6a21\u578b\u5728\u5904\u7406\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u65f6\uff0c\u540c\u65f6\u8003\u8651\u5e8f\u5217\u4e2d\u7684\u5176\u4ed6\u5143\u7d20\uff0c\u8fd9\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u6355\u6349\u5230\u957f\u8ddd\u79bb\u4f9d\u8d56\u5173\u7cfb\u3002<\/p>\n

"Transformer"\u6a21\u578b\u7684\u67b6\u6784\u4e0e\u4f20\u7edf\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\uff08RNNs\uff09\u548c\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\uff08LSTMs\uff09\u4e0d\u540c\uff0c\u5b83\u4e0d\u4f9d\u8d56\u4e8e\u9012\u5f52\u5904\u7406\u5e8f\u5217\u6570\u636e\uff0c\u800c\u662f\u4f7f\u7528\u5e76\u884c\u8ba1\u7b97\u7684\u65b9\u5f0f\uff0c\u8fd9\u5927\u5927\u63d0\u9ad8\u4e86\u8bad\u7ec3\u6548\u7387\u3002"Transformer"\u6a21\u578b\u5df2\u7ecf\u5728\u591a\u9879NLP\u4efb\u52a1\u4e2d\u53d6\u5f97\u4e86\u7a81\u7834\u6027\u7684\u6210\u7ee9\uff0c\u5e76\u4e14\u6210\u4e3a\u4e86\u540e\u7eed\u8bb8\u591a\u6d41\u884c\u6a21\u578b\u7684\u57fa\u7840\uff0c\u5982BERT\u3001GPT\u7b49\u3002<\/p>\n

\u603b\u7ed3\u533a\u522b
\n\u7528\u9014: "Transformers"\u5e93\u662f\u4e00\u4e2a\u63d0\u4f9b\u591a\u79cd\u9884\u8bad\u7ec3\u6a21\u578b\u548c\u5de5\u5177\u7684\u8f6f\u4ef6\u5e93\uff0c\u7528\u4e8e\u7b80\u5316\u548c\u52a0\u901fNLP\u4efb\u52a1\u7684\u5f00\u53d1\u3002\u800c"Transformer"\u6a21\u578b\u662f\u4e00\u79cd\u7279\u5b9a\u7684\u6df1\u5ea6\u5b66\u4e60\u67b6\u6784\uff0c\u7528\u4e8e\u5904\u7406\u5e8f\u5217\u6570\u636e\uff0c\u5c24\u5176\u662f\u5728NLP\u9886\u57df\u3002
\n\u8303\u56f4: "Transformers"\u5e93\u5305\u542b\u591a\u79cd\u57fa\u4e8e"Transformer"\u67b6\u6784\u7684\u6a21\u578b\u4ee5\u53ca\u5176\u4ed6\u7c7b\u578b\u7684\u6a21\u578b\uff0c\u800c"Transformer"\u901a\u5e38\u6307\u7684\u662f\u6700\u521d\u63d0\u51fa\u7684\u90a3\u4e2a\u5177\u6709\u81ea\u6ce8\u610f\u529b\u673a\u5236\u7684\u6a21\u578b\u3002
\n\u5b9e\u73b0: "Transformers"\u5e93\u63d0\u4f9b\u4e86\u4e00\u4e2a\u9ad8\u7ea7\u63a5\u53e3\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u65b9\u4fbf\u5730\u52a0\u8f7d\u3001\u4f7f\u7528\u548c\u5fae\u8c03\u5404\u79cd\u9884\u8bad\u7ec3\u6a21\u578b\u3002"Transformer"\u6a21\u578b\u5219\u662f\u8fd9\u4e9b\u9884\u8bad\u7ec3\u6a21\u578b\u4e4b\u4e00\u7684\u5e95\u5c42\u67b6\u6784\u3002
\n\u7b80\u800c\u8a00\u4e4b\uff0c"Transformers"\u5e93\u662f\u4e00\u4e2a\u5de5\u5177\u96c6\uff0c\u5b83\u5305\u542b\u4e86\u57fa\u4e8e"Transformer"\u67b6\u6784\u7684\u591a\u79cd\u6a21\u578b\u548c\u5176\u4ed6\u6a21\u578b\uff0c\u800c"Transformer"\u662f\u4e00\u79cd\u7279\u5b9a\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u662f"Transformers"\u5e93\u4e2d\u7684\u4e00\u4e2a\u7ec4\u6210\u90e8\u5206\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

"Transformers"\u5e93\u548c"Transformer"\u6a21\u578b\u662f\u4e24\u4e2a\u4e0d\u540c\u7684\u6982\u5ff5\uff0c\u4f46\u5b83\u4eec\u90fd\u4e0e\u81ea\u7136\u8bed \u2026 …<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0},"categories":[278],"tags":[279,280,281],"_links":{"self":[{"href":"\/index.php?rest_route=\/wp\/v2\/posts\/9370"}],"collection":[{"href":"\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9370"}],"version-history":[{"count":2,"href":"\/index.php?rest_route=\/wp\/v2\/posts\/9370\/revisions"}],"predecessor-version":[{"id":9372,"href":"\/index.php?rest_route=\/wp\/v2\/posts\/9370\/revisions\/9372"}],"wp:attachment":[{"href":"\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9370"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9370"},{"taxonomy":"post_tag","embeddable":true,"href":"\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}