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GPUs for AI Models: Benchmarks & Specs

Can Apple M2 Ultra run deepseek-ai/DeepSeek-Coder-V2-Instruct-0724?

Runs Q4192GB VRAM availableRequires 115GB+

Apple M2 Ultra meets the minimum VRAM requirement for Q4 inference of deepseek-ai/DeepSeek-Coder-V2-Instruct-0724. 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	115GB	192GB	15.84 tok/s	✅ Fits comfortably
Q8	231GB	192GB	12.24 tok/s	❌ Not recommended
FP16	461GB	192GB	5.53 tok/s	❌ Not recommended

Best current price

Apple M2 Ultra

$5,999.00 on Amazon

Suitable alternatives

AMD Instinct MI300X

192GB

114.45 tok/s

Price: —

NVIDIA H200 SXM 141GB

141GB

110.38 tok/s

Price: —

AMD Instinct MI250X

128GB

More questions

Apple M2 Ultra specs & pricing Full guide for deepseek-ai/DeepSeek-Coder-V2-Instruct-0724