can-i-run-this-llm

Can I run this LLM?

Can a Mac Studio M2 Ultra (64GB) run Gemma 3 12B?

Gemma · Gemma · estimated for a 64.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Gemma 3 12B at FP16 · 23.5 GB · 19–29 tok/s on a Mac Studio M2 Ultra (64GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K4.8 GB57–85 tok/sRuns great
Q3_K_M6.0 GB50–75 tok/sRuns great
Q4_K_M7.3 GB45–67 tok/sRuns great
Q5_K_M8.5 GB41–61 tok/sRuns great
Q6_K9.7 GB37–56 tok/sRuns great
Q8_012.5 GB31–47 tok/sRuns great
FP1623.5 GB19–29 tok/sRuns great

Ran Gemma 3 12B on a Mac Studio M2 Ultra (64GB)? Add your real numbers →