Blazing-Fast LLM Inference on AMD Ryzen AI: New Benchmarks Showcase Impressive Performance!

infrastructure #llm 📝 Blog|Analyzed: Mar 9, 2026 08:46•

Published: Mar 9, 2026 05:47

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1 min read

•r/LocalLLaMA

Analysis

This benchmark showcases exceptional performance of the Qwen 3.5 family of [Large Language Model (LLM)] on the AMD Ryzen AI Max+ 395 processor, running with ROCm 7.2. These results demonstrate the potential of utilizing AMD's hardware for efficient [Inference] of powerful [Generative AI] models, paving the way for exciting possibilities in local AI applications.

Key Takeaways

•Benchmarks were conducted using the Qwen 3.5 [LLM] family, showcasing performance across various model sizes.
•The tests were performed on an AMD Ryzen AI Max+ 395 processor, leveraging ROCm 7.2.
•The results highlight the potential for accelerating [Inference] tasks on AMD hardware.

Reference / Citation

"Running llama-bench with ROCm 7.2 on AMD Ryzen AI Max+ 395 (Strix Halo) with 128GB unified memory."

R

r/LocalLLaMAMar 9, 2026 05:47

* Cited for critical analysis under Article 32.

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Source: r/LocalLLaMA