@article{smalllanguagemodelsforefficientagenticto, title = {Small Language Models for Efficient Agentic Tool Calling: Outperforming Large Models with Targeted Fine-tuning}, author = {Polaris Jhandi and Owais Kazi and Shreyas Subramanian and Neel Sendas}, year = {2025}, eprint = {2512.15943}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.15943}, }