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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI250X run Qwen/Qwen3-30B-A3B-Instruct-2507-FP8?

Runs Q4128GB VRAM availableRequires 15GB+

AMD Instinct MI250X meets the minimum VRAM requirement for Q4 inference of Qwen/Qwen3-30B-A3B-Instruct-2507-FP8. 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	15GB	128GB	279.83 tok/s	✅ Fits comfortably
Q8	31GB	128GB	186.08 tok/s	✅ Fits comfortably
FP16	61GB	128GB	104.20 tok/s	✅ Fits comfortably

Suitable alternatives

AMD Instinct MI300X

192GB

459.61 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

364.68 tok/s

Price: —

AMD Instinct MI300X

192GB

More questions

AMD Instinct MI250X specs & pricing Full guide for Qwen/Qwen3-30B-A3B-Instruct-2507-FP8