Honor ML System Research
Project Description
Design and implement advanced optimizations for LLMs.
Supervisor
YUAN, Binhang
Quota
3
Course type
UROP1100
UROP2100
UROP3100
UROP3200
UROP4100
Applicant's Roles
Understand how ML systems work.
Understand how LLM works.
Understand how GPUs work.
Strong learning ability and self-motivated.
Understand how LLM works.
Understand how GPUs work.
Strong learning ability and self-motivated.
Applicant's Learning Objectives
Design and implement an algorithm or system optimization for LLM training or inference.
Publish top-conference papers.
Publish top-conference papers.
Complexity of the project
Challenging