Python PaddleNLP实现自动生成虎年藏头诗

Python PaddleNLP实现自动生成虎年藏头诗

这篇文章主要介绍了利用Python PaddleNLP实现自动生成虎年藏头诗功能,文中的示例代码讲解详细,感兴趣的同学可以跟随小编一起试一试。

目录


一、 数据处理

本项目中利用古诗数据集作为训练集,编码器接收古诗的每个字的开头,解码器利用编码器的信息生成所有的诗句。为了诗句之间的连贯性,编码器同时也在诗头之前加上之前诗句的信息。举例:

“白日依山尽,黄河入海流,欲穷千里目,更上一层楼。” 可以生成两个样本:

样本一:编码器输入,“白”;解码器输入,“白日依山尽,黄河入海流”

样本二:编码器输入,“白日依山尽,黄河入海流。欲”;解码器输入,“欲穷千里目,更上一层楼。”

1.paddlenlp升级

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!pip install -U paddlenlp

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Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple

Collecting paddlenlp

[?25l  Downloading https://pypi.tuna.tsinghua.edu.cn/packages/17/9b/4535ccf0e96c302a3066bd2e4d0f44b6b1a73487c6793024475b48466c32/paddlenlp-2.2.3-py3-none-any.whl (1.2MB)

[K     |████████████████████████████████| 1.2MB 11.2MB/s eta 0:00:01

[?25hRequirement already satisfied, skipping upgrade: h5py in /opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages (from paddlenlp) (2.9.0)

Requirement already satisfied, skipping upgrade: colorlog in /opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages (from paddlenlp) (4.1.0)

Requirement already satisfied, skipping upgrade: colorama in /opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages (from paddlenlp) (0.4.4)

Requirement already satisfied, skipping upgrade: seqeval in /opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages (from paddlenlp) (1.2.2)

Requirement already satisfied, skipping upgrade: jieba in /opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages (from paddlenlp) (0.42.1)

Requirement already satisfied, skipping upgrade: multiprocess in /opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages (from paddlenlp) (0.70.11.1)

Requirement already satisfied, skipping upgrade: six in /opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages (from h5py->paddlenlp) (1.16.0)

Requirement already satisfied, skipping upgrade: numpy>=1.7 in /opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages (from h5py->paddlenlp) (1.20.3)

Requirement already satisfied, skipping upgrade: scikit-learn>=0.21.3 in /opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages (from seqeval->paddlenlp) (0.24.2)

Requirement already satisfied, skipping upgrade: dill>=0.3.3 in /opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages (from multiprocess->paddlenlp) (0.3.3)

Requirement already satisfied, skipping upgrade: scipy>=0.19.1 in /opt/conda/envs/python35-paddle120-env/lib/python3.7/site-packages (from scikit-learn>=0.21.

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