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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI300X run Qwen/Qwen2.5-Coder-32B-Instruct?

Runs Q4192GB VRAM availableRequires 17GB+

AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of Qwen/Qwen2.5-Coder-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	192GB	279.52 tok/s	✅ Fits comfortably
Q8	34GB	192GB	201.58 tok/s	✅ Fits comfortably
FP16	67GB	192GB	91.72 tok/s	✅ Fits comfortably

Suitable alternatives

NVIDIA H200 SXM 141GB

141GB

221.57 tok/s

Price: —

NVIDIA H100 SXM5 80GB

80GB

181.93 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

More questions

AMD Instinct MI300X specs & pricing Full guide for Qwen/Qwen2.5-Coder-32B-Instruct