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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI300X run nvidia/NVIDIA-Nemotron-Nano-9B-v2?

Runs Q4192GB VRAM availableRequires 5GB+

AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of nvidia/NVIDIA-Nemotron-Nano-9B-v2. 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	5GB	192GB	587.71 tok/s	✅ Fits comfortably
Q8	10GB	192GB	395.98 tok/s	✅ Fits comfortably
FP16	19GB	192GB	225.08 tok/s	✅ Fits comfortably

Suitable alternatives

NVIDIA H200 SXM 141GB

141GB

493.21 tok/s

Price: —

NVIDIA H100 SXM5 80GB

80GB

406.31 tok/s

Price: —

AMD Instinct MI250X

128GB

More questions

AMD Instinct MI300X specs & pricing Full guide for nvidia/NVIDIA-Nemotron-Nano-9B-v2