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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI300X run mistralai/Mixtral-8x22B-Instruct-v0.1?

Runs Q4192GB VRAM availableRequires 69GB+

AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of mistralai/Mixtral-8x22B-Instruct-v0.1. 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	69GB	192GB	211.32 tok/s	✅ Fits comfortably
Q8	138GB	192GB	142.22 tok/s	✅ Fits comfortably
FP16	275GB	192GB	69.02 tok/s	❌ Not recommended

Suitable alternatives

NVIDIA H200 SXM 141GB

141GB

166.80 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

137.87 tok/s

Price: —

NVIDIA H100 SXM5 80GB

80GB

More questions

AMD Instinct MI300X specs & pricing Full guide for mistralai/Mixtral-8x22B-Instruct-v0.1