@misc{dl-14-1,
  title = {{LoRA: Low-Rank Adaptation of Large Language Models}},
  author = {Hu, Edward J. and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu},
  howpublished = {arXiv preprint},
  year = {2021},
  doi = {10.48550/arXiv.2106.09685},
  url = {https://arxiv.org/abs/2106.09685}
}

@misc{dl-14-2,
  title = {{Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning}},
  author = {Aghajanyan, Armen and Zettlemoyer, Luke and Gupta, Sonal},
  howpublished = {arXiv preprint},
  year = {2020},
  doi = {10.48550/arXiv.2012.13255},
  url = {https://arxiv.org/abs/2012.13255}
}

@misc{dl-14-3,
  title = {{A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA}},
  author = {Kalajdzievski, Damjan},
  howpublished = {arXiv preprint},
  year = {2023},
  doi = {10.48550/arXiv.2312.03732},
  url = {https://arxiv.org/abs/2312.03732}
}