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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI300X run meta-llama/Llama-3.2-1B-Instruct?

Runs Q4192GB VRAM availableRequires 1GB+

AMD Instinct MI300X meets the minimum VRAM requirement for Q4 inference of meta-llama/Llama-3.2-1B-Instruct. 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	862.93 tok/s	✅ Fits comfortably
Q8	1GB	192GB	639.95 tok/s	✅ Fits comfortably
FP16	2GB	192GB	366.21 tok/s	✅ Fits comfortably

Suitable alternatives

NVIDIA H200 SXM 141GB

141GB

830.93 tok/s

Price: —

NVIDIA H100 SXM5 80GB

80GB

605.23 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

More questions

AMD Instinct MI300X specs & pricing Full guide for meta-llama/Llama-3.2-1B-Instruct