Day 309/365 of GPU Programming: Optimizing LLaMA2-7B on Edge with SIMD and Multithreading
NandoDF · x · 2026-11-09
A developer continuing a year-long GPU programming journey is working through assignment 5 of an efficient AI computing course: optimizing LLaMA2-7B-chat on edge devices using loop unrolling, multithreading, and SIMD programming. They note lecture 11 on TinyEngine and parallel processing is most relevant, calling it a nice overview of local model optimization.
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