BERT可视化工具bertviz体验

BERT可视化工具体验:bertviz是用于BERT模型注意力层的可视化页面。

1,bertviz的github地址:https://github.com/jessevig/bertviz

2,将bertviz项目clone到本地,启动Jupyter notebbok。

D:PycharmProjectsertviz-master>jupyter notebook


3,bertviz可视化页面分别包括bertviz_detail.ipynb、bertviz_map.ipynb  、bertviz_summary.ipynb页面。

4,BERT bertviz的可视化页面效果如下: 

5,BERT可视化内容参考链接:

https://github.com/tensorflow/tensor2tensor
https://github.com/huggingface/pytorch-pretrained-BERT
https://colab.research.google.com/drive/1vlOJ1lhdujVjfH857hvYKIdKPTD9Kid8
https://towardsdatascience.com/deconstructing-bert-distilling-6-patterns-from-100-million-parameters-b49113672f77
https://towardsdatascience.com/deconstructing-bert-part-2-visualizing-the-inner-workings-of-attention-60a16d86b5c1?gi=88e6da975567
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作者:段智华
来源:CSDN
原文:https://blog.csdn.net/duan_zhihua/article/details/87388646
版权声明:本文为博主原创文章,转载请附上博文链接!

原文地址:https://www.cnblogs.com/jfdwd/p/11269323.html