Evolution of meta's llama models and parameter-efficient fine-tuning of large language models: a survey. - Abdulhady Abas Abdullah; Arkaitz Zubiaga; Seyedali Mirjalili; Amir H. Gandomi; Fatemeh Daneshfar; Mohammad Sadra Amini; Alan Salam Mohammed; Hadi Veisi (CoRR, 2025)