@article{beyondchinchillaoptimalaccountingfor, title = {Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws}, author = {Nikhil Sardana and Jacob Portes and Sasha Doubov and Jonathan Frankle}, year = {2023}, eprint = {2401.00448}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2401.00448v2}, }