LLM training systems

Algorithmically Faithful and System-Efficient Optimization for Large Language Models

Liangyu Wang, Ph.D. Student, Computer Science

Sep 8, 13:30 - 16:30

B4 R5209; Zoom Meeting 99767080624

LLM Neural Network training algorithms Optimization for Machine Learning LLM training systems

The thesis develops an optimizer-aware systems view in which these methods are treated as structured computations with algorithmic invariants, memory behavior, communication objects, and scheduling constraints.