@article{lisalayerwiseimportancesamplingformemory,
  title = {LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning},
  author = {Rui Pan and Xiang Liu and Shizhe Diao and Renjie Pi and Jipeng Zhang and Chi Han and Tong Zhang},
  year = {2024},
  eprint = {2403.17919},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2403.17919v4},
}