APA (7th ed.) Citation

Liang, M., Kassa, H. T., Fu, W., Coutinho, B., Feng, L., & Delimitrou, C. (2025). Lumos: Efficient Performance Modeling and Estimation for Large-scale LLM Training.

Chicago Style (17th ed.) Citation

Liang, Mingyu, Hiwot Tadese Kassa, Wenyin Fu, Brian Coutinho, Louis Feng, and Christina Delimitrou. Lumos: Efficient Performance Modeling and Estimation for Large-scale LLM Training. 2025.

MLA (9th ed.) Citation

Liang, Mingyu, et al. Lumos: Efficient Performance Modeling and Estimation for Large-scale LLM Training. 2025.