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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI300X run google/gemma-2-2b-it?

Runs Q4192GB VRAM availableRequires 1GB+

AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of google/gemma-2-2b-it. 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	1GB	192GB	861.69 tok/s	✅ Fits comfortably
Q8	2GB	192GB	655.56 tok/s	✅ Fits comfortably
FP16	4GB	192GB	324.02 tok/s	✅ Fits comfortably

Suitable alternatives

NVIDIA H200 SXM 141GB

141GB

848.94 tok/s

Price: —

NVIDIA H100 SXM5 80GB

80GB

625.54 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

More questions

AMD Instinct MI300X specs & pricing Full guide for google/gemma-2-2b-it