Ernie 3.0 Nano Zh

🚀 ERNIE-3.0-nano-zh

ERNIE 3.0 is a large-scale knowledge-enhanced pre-training model for language understanding and generation.

🚀 Quick Start

ERNIE 3.0 is designed for large-scale knowledge enhanced pre - training for language understanding and generation. For more details, please refer to this paper.

✨ Features

The released PyTorch model is converted from the officially released PaddlePaddle ERNIE model. A series of experiments have been carried out to verify the accuracy of the conversion.

• Official PaddlePaddle ERNIE repo
• Pytorch Conversion repo

💻 Usage Examples

Basic Usage

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")

📚 Documentation

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}
}