OpenPrompt Documentation¶
Prompt-learning is the latest paradigm to adapt pre-trained language models (PLMs) to downstream NLP tasks, which modifies the input text with a textual template and directly uses PLMs to conduct pre-trained tasks. OpenPrompt is a library built upon PyTorch and provides a standard, flexible and extensible framework to deploy the prompt-learning pipeline. OpenPrompt supports loading PLMs directly from huggingface transformers. In the future, we will also support PLMs implemented by other libraries.
If you find OpenPrompt useful, please kindly cite our paper.
@article{ding2021openprompt,
title={OpenPrompt: An Open-source Framework for Prompt-learning},
author={Ding, Ning and Hu, Shengding and Zhao, Weilin and Chen, Yulin and Liu, Zhiyuan and Zheng, Hai-Tao and Sun, Maosong},
journal={arXiv preprint arXiv:2111.01998},
year={2021}
}
Getting Started