{"id":22,"date":"2024-07-20T16:25:18","date_gmt":"2024-07-20T08:25:18","guid":{"rendered":"https:\/\/www.ironbar.cn\/?p=22"},"modified":"2024-09-21T14:08:19","modified_gmt":"2024-09-21T06:08:19","slug":"%e7%9b%ae%e5%89%8d%e5%85%8d%e8%b4%b9%e7%9a%84%e8%af%ad%e8%a8%80%e5%a4%a7%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/www.ironbar.cn\/index.php\/2024\/07\/20\/%e7%9b%ae%e5%89%8d%e5%85%8d%e8%b4%b9%e7%9a%84%e8%af%ad%e8%a8%80%e5%a4%a7%e6%a8%a1%e5%9e%8b\/","title":{"rendered":"\u76ee\u524d\u514d\u8d39\u7684\u8bed\u8a00\u5927\u6a21\u578b"},"content":{"rendered":"\n<p>\u76ee\u524d\uff0c\u6709\u8bb8\u591a\u5f00\u6e90\u548c\u514d\u8d39\u7684\u8bed\u8a00\u6a21\u578b\u53ef\u4f9b\u4f7f\u7528\u3002\u8fd9\u4e9b\u6a21\u578b\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u5e94\u7528\u573a\u666f\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u8f83\u597d\u7684\u514d\u8d39\u7684\u8bed\u8a00\u5927\u6a21\u578b\uff1a<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. GPT-3.5 Turbo by OpenAI \ud83c\udf93<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u70b9<\/strong>\uff1aGPT-3.5 Turbo\u662fGPT-3\u7684\u4e00\u4e2a\u53d8\u79cd\uff0c\u5177\u6709\u8f83\u4f4e\u7684\u5ef6\u8fdf\u548c\u66f4\u597d\u7684\u6027\u80fd\u3002\u5b83\u5728\u6587\u672c\u751f\u6210\u3001\u5bf9\u8bdd\u7cfb\u7edf\u548c\u5176\u4ed6NLP\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\u3002<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u9014\u5f84<\/strong>\uff1a\u901a\u8fc7OpenAI API\u63d0\u4f9b\u514d\u8d39\u5c42\uff0c\u9002\u5408\u4e2a\u4eba\u5f00\u53d1\u8005\u548c\u5c0f\u578b\u9879\u76ee\u3002<\/li>\n\n\n\n<li><strong>\u5b98\u7f51<\/strong>\uff1a<a href=\"https:\/\/www.openai.com\/\">OpenAI<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">2. BERT by Google \ud83d\udd0d<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u70b9<\/strong>\uff1aBERT\uff08Bidirectional Encoder Representations from Transformers\uff09\u662f\u4e00\u79cd\u7528\u4e8e\u7406\u89e3\u8bed\u8a00\u4e0a\u4e0b\u6587\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u3002\u5b83\u5728\u5404\u79cdNLP\u4efb\u52a1\u4e2d\u53d6\u5f97\u4e86\u663e\u8457\u6210\u7ee9\uff0c\u5982\u95ee\u7b54\u7cfb\u7edf\u548c\u6587\u672c\u5206\u7c7b\u3002<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u9014\u5f84<\/strong>\uff1aGoogle\u63d0\u4f9b\u4e86BERT\u7684\u5f00\u6e90\u7248\u672c\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5728GitHub\u4e0a\u83b7\u53d6\u548c\u4f7f\u7528\u3002<\/li>\n\n\n\n<li><strong>\u5b98\u7f51<\/strong>\uff1a<a href=\"https:\/\/github.com\/google-research\/bert\">BERT on GitHub<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">3. GPT-Neo by EleutherAI \ud83d\ude80<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u70b9<\/strong>\uff1aGPT-Neo\u662fEleutherAI\u5f00\u53d1\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u65e8\u5728\u63d0\u4f9b\u4e00\u4e2a\u4e0eGPT-3\u76f8\u5f53\u7684\u66ff\u4ee3\u54c1\u3002\u5b83\u5177\u6709\u591a\u4e2a\u4e0d\u540c\u89c4\u6a21\u7684\u6a21\u578b\uff0c\u53ef\u4ee5\u7528\u4e8e\u751f\u6210\u6587\u672c\u548c\u5176\u4ed6NLP\u4efb\u52a1\u3002<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u9014\u5f84<\/strong>\uff1a\u5b8c\u5168\u5f00\u6e90\uff0c\u53ef\u5728GitHub\u4e0a\u83b7\u53d6\uff0c\u5e76\u53ef\u4ee5\u901a\u8fc7Hugging Face\u7684Transformers\u5e93\u4f7f\u7528\u3002<\/li>\n\n\n\n<li><strong>\u5b98\u7f51<\/strong>\uff1a<a href=\"https:\/\/github.com\/EleutherAI\/gpt-neo\">GPT-Neo on GitHub<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">4. T5 by Google \ud83e\udde9<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u70b9<\/strong>\uff1aT5\uff08Text-To-Text Transfer Transformer\uff09\u5c06\u6240\u6709NLP\u4efb\u52a1\u7edf\u4e00\u4e3a\u6587\u672c\u5230\u6587\u672c\u7684\u683c\u5f0f\u3002\u5b83\u5728\u591a\u79cd\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u5305\u62ec\u7ffb\u8bd1\u3001\u6458\u8981\u548c\u6587\u672c\u5206\u7c7b\u3002<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u9014\u5f84<\/strong>\uff1aGoogle\u63d0\u4f9b\u4e86T5\u7684\u5f00\u6e90\u7248\u672c\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5728GitHub\u4e0a\u83b7\u53d6\u548c\u4f7f\u7528\u3002<\/li>\n\n\n\n<li><strong>\u5b98\u7f51<\/strong>\uff1a<a href=\"https:\/\/github.com\/google-research\/text-to-text-transfer-transformer\">T5 on GitHub<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">5. XLNet by Google AI \ud83d\udcda<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u70b9<\/strong>\uff1aXLNet\u662fBERT\u7684\u589e\u5f3a\u7248\u672c\uff0c\u5229\u7528Transformer-XL\u67b6\u6784\u89e3\u51b3\u4e86BERT\u5728\u8bad\u7ec3\u65f6\u5b58\u5728\u7684\u7f3a\u9677\u3002\u5b83\u5728\u591a\u79cdNLP\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u90fd\u8d85\u8fc7\u4e86BERT\u3002<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u9014\u5f84<\/strong>\uff1aGoogle\u63d0\u4f9b\u4e86XLNet\u7684\u5f00\u6e90\u7248\u672c\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5728GitHub\u4e0a\u83b7\u53d6\u548c\u4f7f\u7528\u3002<\/li>\n\n\n\n<li><strong>\u5b98\u7f51<\/strong>\uff1a<a href=\"https:\/\/github.com\/zihangdai\/xlnet\">XLNet on GitHub<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">6. RoBERTa by Facebook AI \ud83d\udd0d<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u70b9<\/strong>\uff1aRoBERTa\uff08Robustly optimized BERT approach\uff09\u662fBERT\u7684\u6539\u8fdb\u7248\u672c\uff0c\u7ecf\u8fc7\u4f18\u5316\u7684\u8bad\u7ec3\u8fc7\u7a0b\u4f7f\u5176\u5728\u591a\u79cdNLP\u4efb\u52a1\u4e2d\u8868\u73b0\u4f18\u5f02\u3002<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u9014\u5f84<\/strong>\uff1aFacebook\u63d0\u4f9b\u4e86RoBERTa\u7684\u5f00\u6e90\u7248\u672c\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5728GitHub\u4e0a\u83b7\u53d6\u548c\u4f7f\u7528\u3002<\/li>\n\n\n\n<li><strong>\u5b98\u7f51<\/strong>\uff1a<a href=\"https:\/\/github.com\/pytorch\/fairseq\/tree\/master\/examples\/roberta\">RoBERTa on GitHub<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bed \ud83d\udcdd<\/h2>\n\n\n\n<p>\u8fd9\u4e9b\u514d\u8d39\u548c\u5f00\u6e90\u7684\u8bed\u8a00\u6a21\u578b\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u80fd\u591f\u5728\u591a\u79cdNLP\u4efb\u52a1\u4e2d\u53d6\u5f97\u4f18\u5f02\u7684\u8868\u73b0\u3002\u65e0\u8bba\u662f\u7814\u7a76\u4eba\u5458\u3001\u5f00\u53d1\u8005\uff0c\u8fd8\u662f\u7231\u597d\u8005\uff0c\u90fd\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u8d44\u6e90\u6765\u6784\u5efa\u548c\u4f18\u5316\u81ea\u5df1\u7684\u5e94\u7528\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u76ee\u524d\uff0c\u6709\u8bb8\u591a\u5f00\u6e90\u548c\u514d\u8d39\u7684\u8bed\u8a00\u6a21\u578b\u53ef\u4f9b\u4f7f\u7528\u3002\u8fd9\u4e9b\u6a21\u578b\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u5e94\u7528\u573a\u666f\u3002 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7,1],"tags":[3,4],"class_list":["post-22","post","type-post","status-publish","format-standard","hentry","category-7","category-uncategorized","tag-ai","tag-chatgpt"],"_links":{"self":[{"href":"https:\/\/www.ironbar.cn\/index.php\/wp-json\/wp\/v2\/posts\/22","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ironbar.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ironbar.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ironbar.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ironbar.cn\/index.php\/wp-json\/wp\/v2\/comments?post=22"}],"version-history":[{"count":1,"href":"https:\/\/www.ironbar.cn\/index.php\/wp-json\/wp\/v2\/posts\/22\/revisions"}],"predecessor-version":[{"id":23,"href":"https:\/\/www.ironbar.cn\/index.php\/wp-json\/wp\/v2\/posts\/22\/revisions\/23"}],"wp:attachment":[{"href":"https:\/\/www.ironbar.cn\/index.php\/wp-json\/wp\/v2\/media?parent=22"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ironbar.cn\/index.php\/wp-json\/wp\/v2\/categories?post=22"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ironbar.cn\/index.php\/wp-json\/wp\/v2\/tags?post=22"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}