Hattie Wu

Hattie is a performance optimization specialist with close to 10 years in machine learning engineering. She specializes in GPU platform performance tuning, covering full-stack optimization from workload analysis and framework customization to kernel and runtime acceleration, enabling end-to-end throughput and latency gains for AI systems.

Posts by Hattie Wu

May 07, 2026

vLLM-ATOM: Unlocking Native AMD Performance in the vLLM Ecosystem

Use ATOM as an out-of-tree vLLM plugin to keep vLLM compatibility while enabling AMD-optimized attention, model execution, and multi-model support including Kimi-K2.5.

https://rocm.blogs.amd.com/software-tools-optimization/vllm-atom/README.html