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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI250X run meta-llama/Llama-3.1-70B-Instruct?

Runs Q4128GB VRAM availableRequires 34GB+

AMD Instinct MI250X meets the minimum VRAM requirement for Q4 inference of meta-llama/Llama-3.1-70B-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	34GB	128GB	86.15 tok/s	✅ Fits comfortably
Q8	69GB	128GB	62.75 tok/s	✅ Fits comfortably
FP16	138GB	128GB	34.97 tok/s	❌ Not recommended

Suitable alternatives

NVIDIA H200 SXM 141GB

141GB

149.17 tok/s

Price: —

AMD Instinct MI300X

192GB

142.87 tok/s

Price: —

AMD Instinct MI300X

192GB

More questions

AMD Instinct MI250X specs & pricing Full guide for meta-llama/Llama-3.1-70B-Instruct