Tag: MLsys

• High-throughput Generative Inference of Large Language Models with a Single GPU (23 Mar 2023)
  
• LiteFlow: Towards High-performance Adaptive Neural Networks for Kernel Datapath (05 Mar 2023)
  
• Monarch: Expressive Structured Matrices for Efficient and Accurate Training (10 Jan 2023)
  
• QuadraLib: A Performant Quadratic Neural Network Library For Architecture Optimization And Design Exploration (07 Jan 2023)
  
• SLIDE : In Defense Of Smart Algorithms Over Hardware Acceleration For Large-Scale Deep Learning Systems (06 Jan 2023)
  
• UCB: AIsys Catalogue (02 Jan 2023)
  

All Tags

1 1 RL MLsys ML System Note LLM Explore tool toolSSH TTT Software-Engineer Safty Research Paper_List Note_CS267 Methodology ML Insights Distributed-Sys Cloud-Computing

Some Catalogue

UCB: AIsys Catalogue
SIGOPS: The Hall of Fame Award