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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI250X run meta-llama/Meta-Llama-3-70B-Instruct?

Runs Q4128GB VRAM availableRequires 34GB+

AMD Instinct MI250X meets the minimum VRAM requirement for Q4 inference of meta-llama/Meta-Llama-3-70B-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	166.76 tok/s	✅ Fits comfortably
Q8	68GB	128GB	119.17 tok/s	✅ Fits comfortably
FP16	137GB	128GB	67.21 tok/s	❌ Not recommended

Suitable alternatives

AMD Instinct MI300X

192GB

286.29 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

239.28 tok/s

Price: —

AMD Instinct MI300X

192GB

More questions

AMD Instinct MI250X specs & pricing Full guide for meta-llama/Meta-Llama-3-70B-Instruct