@article{thejourneymattersaverageparametercount, title = {The Journey Matters: Average Parameter Count over Pre-training Unifies Sparse and Dense Scaling Laws}, author = {Tian Jin and Ahmed Imtiaz Humayun and Utku Evci and Suvinay Subramanian and Amir Yazdanbakhsh and Dan Alistarh and Gintare Karolina Dziugaite}, year = {2025}, eprint = {2501.12486}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.12486v1}, }