TY  - UNPB
ID  - dl-14-1
TI  - LoRA: Low-Rank Adaptation of Large Language Models
AU  - Hu, Edward J.
AU  - Shen, Yelong
AU  - Wallis, Phillip
AU  - Allen-Zhu, Zeyuan
AU  - Li, Yuanzhi
AU  - Wang, Shean
AU  - Wang, Lu
AU  - Chen, Weizhu
T2  - arXiv preprint
PY  - 2021
DO  - 10.48550/arXiv.2106.09685
UR  - https://arxiv.org/abs/2106.09685
ER  - 


TY  - UNPB
ID  - dl-14-2
TI  - Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning
AU  - Aghajanyan, Armen
AU  - Zettlemoyer, Luke
AU  - Gupta, Sonal
T2  - arXiv preprint
PY  - 2020
DO  - 10.48550/arXiv.2012.13255
UR  - https://arxiv.org/abs/2012.13255
ER  - 


TY  - UNPB
ID  - dl-14-3
TI  - A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA
AU  - Kalajdzievski, Damjan
T2  - arXiv preprint
PY  - 2023
DO  - 10.48550/arXiv.2312.03732
UR  - https://arxiv.org/abs/2312.03732
ER  -