lonePatient/NeZha_Chinese_PyTorch lonePatient/NeZha_Chinese_PyTorch

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  • License
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  • Created almost 4 years ago
  • Updated about 3 years ago
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lonePatient/NeZha_Chinese_PyTorch
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Repository Details

NEZHA: Neural Contextualized Representation for Chinese Language Understanding

NeZha_Chinese_PyTorch

pytorch版NEZHA，适配transformers

论文下载地址: NEZHA: Neural Contextualized Representation for Chinese Language Understanding

运行脚本依赖模块

如果需要运行该案例脚本，需要安装以下模块：

  1. trainsformers>=4.1.1
  2. TorchBlocks

模型权重下载

官方提供的Tensorflow版本权重下载地址：huawei-noah

已经转化为PyTorch版本权重下载地址如下：

说明：若加载的模型权重是从下列百度网盘下载的PyTorch模型权重，则需要保证torch版本>=1.6.0

运行

执行命令:

sh scripts/run_task_text_classification_chnsenti.sh

长文本

长文本可以通过设置config.max_position_embeddings参数实现，默认值为512，如：

config.max_position_embeddings=args.train_max_seq_length

结果

NEZHA(base-wwm) chnsenti
tensorflow 94.75
pytorch 94.92

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