DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies Paper • 2310.04610 • Published Oct 6, 2023 • 1
Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study Paper • 2211.02092 • Published Nov 3, 2022
LSHBloom: Memory-efficient, Extreme-scale Document Deduplication Paper • 2411.04257 • Published Nov 6, 2024
Understanding The Effectiveness of Lossy Compression in Machine Learning Training Sets Paper • 2403.15953 • Published Mar 23, 2024
Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation Paper • 2304.05430 • Published Apr 11, 2023
A Survey of Techniques for Optimizing Transformer Inference Paper • 2307.07982 • Published Jul 16, 2023
Scalable Reinforcement-Learning-Based Neural Architecture Search for Cancer Deep Learning Research Paper • 1909.00311 • Published Sep 1, 2019
CIDAR: Culturally Relevant Instruction Dataset For Arabic Paper • 2402.03177 • Published Feb 5, 2024 • 6
A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators Paper • 2310.04607 • Published Oct 6, 2023
MLMC: Machine Learning Monte Carlo for Lattice Gauge Theory Paper • 2312.08936 • Published Dec 14, 2023