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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI250X run Qwen/Qwen2.5-32B-Instruct?

Runs Q4128GB VRAM availableRequires 17GB+

AMD Instinct MI250X meets the minimum VRAM requirement for Q4 inference of Qwen/Qwen2.5-32B-Instruct. Review the quantization breakdown below to see how higher precision settings impact VRAM and throughput.

Quantization breakdown

Quantization	VRAM needed	VRAM available	Estimated speed	Verdict
Q4	17GB	128GB	175.76 tok/s	✅ Fits comfortably
Q8	34GB	128GB	126.81 tok/s	✅ Fits comfortably
FP16	67GB	128GB	67.15 tok/s	✅ Fits comfortably

Suitable alternatives

AMD Instinct MI300X

192GB

267.72 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

257.35 tok/s

Price: —

AMD Instinct MI300X

192GB

More questions

AMD Instinct MI250X specs & pricing Full guide for Qwen/Qwen2.5-32B-Instruct