@article{evolutionofmetasllamamodelsandparametere,
  title = {Evolution of meta's llama models and parameter-efficient fine-tuning of large language models: a survey},
  author = {Abdulhady Abas Abdullah and Arkaitz Zubiaga and Seyedali Mirjalili and Amir H. Gandomi and Fatemeh Daneshfar and Mohammadsadra Amini and Alan Salam Mohammed and Hadi Veisi},
  year = {2025},
  eprint = {2510.12178},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.12178},
}