Masahiro Tanaka

1. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
   2024/04/22 by Marah Abdin, Abdin, Marah, Jyoti Aneja +262 · 8 voices · 316 citations
   Computer Science · #Computational Physics and Python Applications
2. DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
   2023/09/25 by Sam Adé Jacobs, Masahiro Tanaka, Jacobs, Sam Ade +11 · 46 citations
   Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Natural Language Processing Techniques
3. DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales
   2023/08/02 by Zhewei Yao, Reza Yazdani Aminabadi, Yao, Zhewei +35 · 14 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
4. DeepSpeed-FastGen: High-throughput Text Generation for LLMs via MII and DeepSpeed-Inference
   2024/01/09 by Connor Holmes, Masahiro Tanaka, Holmes, Connor +19 · 15 citations
   Computer Science · Engineering · #Topic Modeling #Natural Language Processing Techniques #Ferroelectric and Negative Capacitance Devices
5. DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies
   2023/10/06 by Shuaiwen Leon Song, Song, Shuaiwen Leon, Bonnie Kruft +181 · 4 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
6. Automatic Graph Partitioning for Very Large-scale Deep Learning
   2021/03/30 by Masahiro Tanaka, Tanaka, Masahiro, Kenjiro Taura +5 · 1 citation
   Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
7. Learning Bidirectional Causal Interactions with Heteroscedastic Neural Networks
   2026/07/24 by Masahiro Tanaka
   #stat.ML #cs.LG #stat.ME