@article{soupermodelhowsimplearithmeticunlockssta, title = {Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance}, author = {Shalini Maiti and Amar Budhiraja and Bhavul Gauri and Gaurav Chaurasia and Anton Protopopov and Alexis Audran-Reiss and Michael Slater and Despoina Magka and Tatiana Shavrina and Roberta Raileanu and Yoram Bachrach}, year = {2025}, eprint = {2511.13254}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.13254}, }