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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI300X run Qwen/Qwen3-8B-Base?

Runs Q4192GB VRAM availableRequires 4GB+

AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of Qwen/Qwen3-8B-Base. 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	4GB	192GB	759.63 tok/s	✅ Fits comfortably
Q8	9GB	192GB	546.26 tok/s	✅ Fits comfortably
FP16	17GB	192GB	282.23 tok/s	✅ Fits comfortably

Suitable alternatives

NVIDIA H200 SXM 141GB

141GB

721.15 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

503.98 tok/s

Price: —

AMD Instinct MI250X

128GB

More questions

AMD Instinct MI300X specs & pricing Full guide for Qwen/Qwen3-8B-Base