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Benchmarking enterprise LLMs on AMD GPUs with Red Hat AI Inference and Podman

Benchmarking enterprise LLMs on AMD GPUs with Red Hat AI Inference and Podman

by Evgenii Dushkin, Ryan Malone, Maryam Tahhan | Sep 28, 2026 | AI

Deploying large language models (LLMs) on enterprise hardware requires a balance of reproducibility, security, and performance. Accurately benchmarking model performance under production-like workloads is both challenging and crucial for optimizing infrastructure...

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