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GPUs for AI Models: Benchmarks & Specs

Can Apple M4 Max run huggyllama/llama-7b?

Runs Q4128GB VRAM availableRequires 4GB+

Apple M4 Max meets the minimum VRAM requirement for Q4 inference of huggyllama/llama-7b. 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	128GB	69.62 tok/s	✅ Fits comfortably
Q8	7GB	128GB	55.01 tok/s	✅ Fits comfortably
FP16	15GB	128GB	27.76 tok/s	✅ Fits comfortably

Suitable alternatives

NVIDIA H200 SXM 141GB

141GB

756.57 tok/s

Price: —

AMD Instinct MI300X

192GB

726.76 tok/s

Price: —

AMD Instinct MI300X

192GB

More questions

Apple M4 Max specs & pricing Full guide for huggyllama/llama-7b