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Author

Juha Ala-Rantala

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#computer vision Jul 2025

Assessing Small Language Models for Code Generation: An Empirical Study with Benchmarks

This study presents a comprehensive empirical evaluation of 20 open-source Small Language Models and reveals that several compact SLMs achieve competitive results while maintaining a balance between performance and efficiency, making them viable for deployment in resource-constrained environments.

Mahade Hasan, Muhammad Waseem, Kai-Kristian Kemell et al. · 16 citations

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