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2020 – today
- 2025
[c2]Shane Bergsma, Nolan Simran Dey, Gurpreet Gosal, Gavia Gray, Daria Soboleva, Joel Hestness:
Straight to Zero: Why Linearly Decaying the Learning Rate to Zero Works Best for LLMs. ICLR 2025- [i6]Shane Bergsma, Nolan Dey, Gurpreet Gosal, Gavia Gray, Daria Soboleva, Joel Hestness:
Straight to Zero: Why Linearly Decaying the Learning Rate to Zero Works Best for LLMs. CoRR abs/2502.15938 (2025) - 2024
- [c1]Nolan Dey, Shane Bergsma, Joel Hestness:
Sparse maximal update parameterization: A holistic approach to sparse training dynamics. NeurIPS 2024 - [i5]Nolan Dey, Shane Bergsma, Joel Hestness:
Sparse maximal update parameterization: A holistic approach to sparse training dynamics. CoRR abs/2405.15743 (2024) - 2023
- [i4]Nolan Dey, Gurpreet Gosal, Zhiming Chen, Hemant Khachane, William Marshall, Ribhu Pathria, Marvin Tom, Joel Hestness:
Cerebras-GPT: Open Compute-Optimal Language Models Trained on the Cerebras Wafer-Scale Cluster. CoRR abs/2304.03208 (2023) - [i3]Nolan Dey, Daria Soboleva, Faisal Al-Khateeb, Bowen Yang, Ribhu Pathria, Hemant Khachane, Shaheer Muhammad, Zhiming Chen, Robert Myers, Jacob Robert Steeves, Natalia Vassilieva, Marvin Tom, Joel Hestness:
BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model. CoRR abs/2309.11568 (2023) - [i2]Faisal Al-Khateeb, Nolan Dey, Daria Soboleva, Joel Hestness:
Position Interpolation Improves ALiBi Extrapolation. CoRR abs/2310.13017 (2023) - 2020
- [j1]Victor Reyes Osorio, Rajan Iyengar
, Xueyang Yao, Presish Bhattachan, Adrian Ragobar, Nolan Dey, Bryan P. Tripp:
37, 000 Human-Planned Robotic Grasps With Six Degrees of Freedom. IEEE Robotics Autom. Lett. 5(2): 3346-3351 (2020) - [i1]Nolan S. Dey, J. Eric Taylor, Bryan P. Tripp, Alexander Wong, Graham W. Taylor:
Identifying and interpreting tuning dimensions in deep networks. CoRR abs/2011.03043 (2020)
Coauthor Index
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