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GPUs for AI Models: Benchmarks & Specs

Can Apple M2 Ultra run Qwen/Qwen2.5-Coder-32B-Instruct?

Runs Q4192GB VRAM availableRequires 17GB+

Apple M2 Ultra meets the minimum VRAM requirement for Q4 inference of Qwen/Qwen2.5-Coder-32B-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	17GB	192GB	34.43 tok/s	✅ Fits comfortably
Q8	34GB	192GB	26.79 tok/s	✅ Fits comfortably
FP16	67GB	192GB	14.23 tok/s	✅ Fits comfortably

Best current price

Apple M2 Ultra

$5,999.00 on Amazon

Suitable alternatives

AMD Instinct MI300X

192GB

279.52 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

221.57 tok/s

Price: —

AMD Instinct MI300X

192GB

More questions

Apple M2 Ultra specs & pricing Full guide for Qwen/Qwen2.5-Coder-32B-Instruct