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Unlocking AMD MI300X for High-Throughput, Low-Cost LLM Inference

Unlocking AMD MI300X for High-Throughput, Low-Cost LLM Inference

July 11, 2025

LLMs are driving a surge in inference workloads. While the AI community often gravitates towards Nvidia, AMD's MI300X quietly stands out. Through just two foundational optimizations, we demonstrate the early potential of AMD to become a cost-effective, high-throughput inference solution.

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