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GPUs for AI Models: Benchmarks & Specs

Can Apple M2 Ultra run unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit?

Runs Q4192GB VRAM availableRequires 4GB+

Apple M2 Ultra meets the minimum VRAM requirement for Q4 inference of unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit. 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	4GB	192GB	118.01 tok/s	✅ Fits comfortably
Q8	9GB	192GB	82.13 tok/s	✅ Fits comfortably
FP16	17GB	192GB	41.87 tok/s	✅ Fits comfortably

Best current price

Apple M2 Ultra

$5,999.00 on Amazon

Suitable alternatives

AMD Instinct MI300X

192GB

689.94 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

627.76 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

More questions

Apple M2 Ultra specs & pricing Full guide for unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit