@article{boostbottleneckoptimizedscalabletraining, title = {BOOST: BOttleneck-Optimized Scalable Training Framework for Low-Rank Large Language Models}, author = {Zhengyang Wang and Ziyue Liu and Ruijie Zhang and Avinash Maurya and Paul Hovland and Bogdan Nicolae and Franck Cappello and Zheng Zhang}, year = {2025}, eprint = {2512.12131}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.12131}, }