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nghuyong/ernie-3.0-nano-zh


ERNIE-3.0-nano-zh


Introduction

ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation
More detail: https://arxiv.org/abs/2107.02137


Released Model Info

This released pytorch model is converted from the officially released PaddlePaddle ERNIE model and
a series of experiments have been conducted to check the accuracy of the conversion.

  • Official PaddlePaddle ERNIE repo:https://paddlenlp.readthedocs.io/zh/latest/model_zoo/transformers/ERNIE/contents.html
  • Pytorch Conversion repo: https://github.com/nghuyong/ERNIE-Pytorch


How to use

from transformers import BertTokenizer, ErnieModel
tokenizer = BertTokenizer.from_pretrained("nghuyong/ernie-3.0-nano-zh")
model = ErnieModel.from_pretrained("nghuyong/ernie-3.0-nano-zh")


Citation

@article{sun2021ernie,
  title={Ernie 3.0: Large-scale knowledge enhanced pre-training for language understanding and generation},
  author={Sun, Yu and Wang, Shuohuan and Feng, Shikun and Ding, Siyu and Pang, Chao and Shang, Junyuan and Liu, Jiaxiang and Chen, Xuyi and Zhao, Yanbin and Lu, Yuxiang and others},
  journal={arXiv preprint arXiv:2107.02137},
  year={2021}
}

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