@article{supernovaachievingmorewithlessintransfor, title = {Supernova: Achieving More with Less in Transformer Architectures}, author = {Andrei-Valentin Tanase and Elena Pelican}, year = {2025}, eprint = {2507.15773}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.15773}, }