Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide

@article{szep2024finetuning,
  title = {Fine-tuning Large Language Models with Limited Data: A Survey and Practical Guide},
  author = {Marton Szep and Daniel Rueckert and R. V. Eisenhart-Rothe and F. Hinterwimmer},
  year = {2024},
  journal = {Transactions of the Association for Computational Linguistics},
  eprint = {2411.09539},
  archivePrefix = {arXiv},
  doi = {10.1162/tacl.a.627},
  url = {https://arxiv.org/abs/2411.09539},
}