@article{systemsandalgorithmsforconvolutional, title = {Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale}, author = {Jerome Ku and Eric Nguyen and David W. Romero and Garyk Brixi and Brandon Yang and Anton Vorontsov and Ali Taghibakhshi and Amy X. Lu and Dave P. Burke and Greg Brockman and Stefano Massaroli and Christopher RĂ© and Patrick D. Hsu and Brian L. Hie and Stefano Ermon and Michael Poli}, year = {2025}, eprint = {2503.01868}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.01868v1}, }