@misc{hu2023adapters, title={LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models}, author={Zhiqiang Hu and Yihuai Lan and Lei Wang and Wanyu Xu and Ee-Peng Lim and Roy Ka-Wei Lee and Lidong Bing and Xing Xu and Soujanya Poria}, year={2023}, eprint={2304.01933}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2304.01933} }