@article{beyondsunkcostsboostingllmpretrainingeff, title = {Beyond Sunk Costs: Boosting LLM Pre-training Efficiency via Orthogonal Growth of Mixture-of-Experts}, author = {Ruizhe Wang and Yucheng Ding and Xiao Liu and Yaoxiang Wang and Peng Cheng and Baining Guo and Zhengjun Zha and Yeyun Gong}, year = {2025}, eprint = {2510.08008}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.08008}, }