Author

A. Budhiraja

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#natural language process... Nov 2025

Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance

This paper introduces SoCE, a principled approach for model souping to overcome this shortcoming in precision-sensitive LLM capabilities and demonstrates that SoCE improves performance and robustness across multiple domains and achieves state-of-the-art results on the Berkeley Function Calling Leaderboard.

Shalini Maiti, A. Budhiraja, Bhavul Gauri et al. · arXiv.org · 4 citations