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Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function Calling

Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function Calling

27 April 2025
Ishan Kavathekar
Raghav Donakanti
Ponnurangam Kumaraguru
Karthik Vaidhyanathan
ArXiv (abs)PDFHTML

Papers citing "Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function Calling"

2 / 2 papers shown
Title
FunReason: Enhancing Large Language Models' Function Calling via Self-Refinement Multiscale Loss and Automated Data Refinement
FunReason: Enhancing Large Language Models' Function Calling via Self-Refinement Multiscale Loss and Automated Data Refinement
Bingguang Hao
Maolin Wang
Zengzhuang Xu
Cunyin Peng
Yicheng Chen
Xiangyu Zhao
Jinjie Gu
Chenyi Zhuang
ReLMLRM
104
0
0
26 May 2025
ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario
Lucen Zhong
Zhengxiao Du
Xiaohan Zhang
Haiyi Hu
J. Tang
LLMAG
108
10
0
20 Jan 2025
1