can-i-run-this-llm

Can I run this LLM?

Can a MacBook Pro M1 Pro (32GB) run Gemma 4 26B-A4B (MoE)?

Gemma · Apache 2.0 · estimated for a 32.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Gemma 4 26B-A4B (MoE) at Q4_K_M · 15.3 GB · 27–41 tok/s on a MacBook Pro M1 Pro (32GB).

Every quantization on this machine

QuantSizeSpeedFit
Q3_K_M10.9 GB32–47 tok/sRuns great
Q4_K_M15.3 GB27–41 tok/sRuns great
Q5_K_M18.0 GB25–37 tok/sTight / slow
Q6_K20.8 GB23–35 tok/sWon't fit
Q8_026.8 GB20–30 tok/sWon't fit
FP1650.5 GB13–19 tok/sWon't fit

Ran Gemma 4 26B-A4B (MoE) on a MacBook Pro M1 Pro (32GB)? Add your real numbers →