can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 4080 (16GB) run Gemma 3 12B?

Gemma · Gemma · estimated for a 16.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Gemma 3 12B at Q6_K · 9.7 GB · 42–62 tok/s on a NVIDIA RTX 4080 (16GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K4.8 GB68–102 tok/sRuns great
Q3_K_M6.0 GB58–88 tok/sRuns great
Q4_K_M7.3 GB51–77 tok/sRuns great
Q5_K_M8.5 GB46–69 tok/sRuns great
Q6_K9.7 GB42–62 tok/sRuns great
Q8_012.5 GB34–51 tok/sWon't fit
FP1623.5 GB20–30 tok/sWon't fit

Ran Gemma 3 12B on a NVIDIA RTX 4080 (16GB)? Add your real numbers →