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transformers-keras

Python package PyPI version Python

基于tf.keras的Transformers系列模型实现。

所有的Model都是keras模型，可以直接用于训练模型、评估模型或者导出模型用于部署。

在线文档：transformers-keras文档

本库功能预览：

  • 加载各种预训练模型的权重
  • 掩码语言模型(Masked Language Model)解决方案
  • 句向量(Sentence Embedding)的解决方案
  • 抽取式问答任务(Question Answering)的解决方案
  • 序列分类任务(Sequence Classification)的解决方案
  • 序列标注任务(Token Classification)的解决方案
  • 知识蒸馏(Knowledge Distillation)的框架

以上任务的数据处理、模型构建都完成了，可以一键开始训练。这里有两个例子：

更多使用方法和介绍，请查看在线文档：transformers-keras文档

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