Afsaneh Fatemi

Small Reasoning Models are Instruction Followers in Function Calling

This work introduces Instruction-Followed Function Calling (IFFC), a novel framework that decouples function-calling logic from the primary LLM and delegates it to a dedicated smaller model operating within the instruction-following paradigm, establishing a new paradigm for reliable, resource-efficient function calling in edge-computing scenarios.