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GPUs for AI Models: Benchmarks & Specs

Can AMD Instinct MI250X run 01-ai/Yi-1.5-34B-Chat?

Runs Q4128GB VRAM availableRequires 18GB+

AMD Instinct MI250X meets the minimum VRAM requirement for Q4 inference of 01-ai/Yi-1.5-34B-Chat. 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	18GB	128GB	171.40 tok/s	✅ Fits comfortably
Q8	35GB	128GB	113.53 tok/s	✅ Fits comfortably
FP16	70GB	128GB	65.57 tok/s	✅ Fits comfortably

Suitable alternatives

AMD Instinct MI300X

192GB

276.26 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

246.29 tok/s

Price: —

AMD Instinct MI300X

192GB

More questions

AMD Instinct MI250X specs & pricing Full guide for 01-ai/Yi-1.5-34B-Chat