TinyLLM: Evaluation and Optimization of Small Language Models for Agentic Tasks on Edge Devices

Mohd Ariful Haque, Fahad Rahman, Kishor Datta Gupta +2

This paper investigates the effectiveness of small language models (SLMs) for agentic tasks (function/tool/API calling) with a focus on running agents on edge devices without relia…