Lyngaas, Isaac
- Optimizing Distributed Training on Frontier for Large Language Models
2023/12/20 by Sajal Dash, Isaac Lyngaas, Dash, Sajal +14 · 1 voice · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Natural Language Processing Techniques #Parallel #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC) #cs.AI #cs.DC
- DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
2023/10/06 by Shuaiwen Leon Song, Bonnie Kruft, Song, Shuaiwen Leon +181 · 5 citations
Biochemistry, Genetics and Molecular Biology · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Machine Learning in Materials Science #Scientific Computing and Data Management
- Comparative Study of Large Language Model Architectures on Frontier
2024/02/01 by Yin, Junqi, Bose, Avishek, Cong, Guojing +2 · 2 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Adaptive Patching for High-resolution Image Segmentation with Transformers
2024/04/15 by Zhang, Enzhi, Lyngaas, Isaac, Chen, Peng +5 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling
2025/05/07 by Xiao Wang, Jong-Youl Choi, Wang, Xiao +33 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Cryospheric studies and observations #Distributed #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel #Remote Sensing in Agriculture #Urban Heat Island Mitigation #and Cluster Computing (cs.DC)