APA (7th ed.) Citation

Nguyen, V., Nguyen, T., Nguyen, H., & Vu, D. (2026). Parameter-efficient fine-tuning of small language models for code generation: A comparative study of Gemma, Qwen 2.5 and Llama 3.2. International Journal of Electrical & Computer Engineering (2088-8708), 16(1), 278. https://doi.org/10.11591/ijece.v16i1.pp278-287

Chicago Style (17th ed.) Citation

Nguyen, Van-Viet, The-Vinh Nguyen, Huu-Khanh Nguyen, and Duc-Quang Vu. "Parameter-efficient Fine-tuning of Small Language Models for Code Generation: A Comparative Study of Gemma, Qwen 2.5 and Llama 3.2." International Journal of Electrical & Computer Engineering (2088-8708) 16, no. 1 (2026): 278. https://doi.org/10.11591/ijece.v16i1.pp278-287.

MLA (9th ed.) Citation

Nguyen, Van-Viet, et al. "Parameter-efficient Fine-tuning of Small Language Models for Code Generation: A Comparative Study of Gemma, Qwen 2.5 and Llama 3.2." International Journal of Electrical & Computer Engineering (2088-8708), vol. 16, no. 1, 2026, p. 278, https://doi.org/10.11591/ijece.v16i1.pp278-287.