Lily Liang

Lily Liang is a member of AMD’s AIG team, focusing on large language model inference and performance optimization on AMD Instinct™ accelerators. Her work includes kernel optimization, parallelization strategies, AI model deployment frameworks, and support for new ROCm™ features and technical issues.

Posts by Lily Liang

November 11, 2026

Accelerating GLM-5.2 on AMD Instinct MI355X: EvalScope Benchmarks with Prefix Caching

Learn how to optimize GLM-5.2 FP8 long-context inference on AMD Instinct MI355X GPUs using prefix caching and end-to-end inference stack tuning.

https://rocm.blogs.amd.com/artificial-intelligence/glm5.2-mi355x-kvcache/README.html