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Gupta, Abhay
5 publications
ICML
2025
$\mathrmμ$nit Scaling: Simple and Scalable FP8 LLM Training
Saaketh Narayan
,
Abhay Gupta
,
Mansheej Paul
,
Davis Blalock
ICLRW
2025
Endive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models
Abhay Gupta
,
Jacob Cheung
,
Philip Meng
,
Shayan Sayyed
,
Austen Liao
,
Kevin Zhu
,
Sean O'Brien
ICML
2024
Sparse-IFT: Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
Vithursan Thangarasa
,
Shreyas Saxena
,
Abhay Gupta
,
Sean Lie
UAI
2023
SPDF: Sparse Pre-Training and Dense Fine-Tuning for Large Language Models
Vithursan Thangarasa
,
Abhay Gupta
,
William Marshall
,
Tianda Li
,
Kevin Leong
,
Dennis DeCoste
,
Sean Lie
,
Shreyas Saxena
NeurIPSW
2023
Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
Vithursan Thangarasa
,
Shreyas Saxena
,
Abhay Gupta
,
Sean Lie