@article{hardwarescalingtrendsanddiminishing,
  title = {Hardware Scaling Trends and Diminishing Returns in Large-Scale Distributed Training},
  author = {Jared Fernandez and Luca Wehrstedt and Leonid Shamis and Mostafa Elhoushi and Kalyan Saladi and Yonatan Bisk and Emma Strubell and Jacob Kahn},
  year = {2024},
  eprint = {2411.13055},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2411.13055v2},
}