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GPUs for AI Models: Benchmarks & Specs

Can Apple M4 Max run meta-llama/Llama-2-13b-chat-hf?

Runs Q4128GB VRAM availableRequires 7GB+

Apple M4 Max meets the minimum VRAM requirement for Q4 inference of meta-llama/Llama-2-13b-chat-hf. 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	7GB	128GB	50.05 tok/s	✅ Fits comfortably
Q8	13GB	128GB	39.44 tok/s	✅ Fits comfortably
FP16	27GB	128GB	20.24 tok/s	✅ Fits comfortably

Suitable alternatives

AMD Instinct MI300X

192GB

621.99 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

485.81 tok/s

Price: —

AMD Instinct MI300X

192GB

More questions

Apple M4 Max specs & pricing Full guide for meta-llama/Llama-2-13b-chat-hf