DeepSeek quantized model hits ~100 tok/s decode, 93% accuracy on 256GB Mac Studio

Zaddyzaddy · x · 2026-11-03

A user reports running a 3.0bpw MLX quant of DeepSeek-V4.1-Flash locally on a 256GB M5 Mac Studio, achieving 100 tok/s decode and 1500-1800 tok/s prefill while retaining 93% accuracy. Follow-up discussion asks about concurrency. Useful real-world numbers for anyone exploring big-RAM Apple silicon for local LLM inference.

Related event: M5 Mac Studio with 256GB Runs DeepSeek-V4.1 Quantized at 100 tok/s(2 posts)→

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