can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 4060 Ti (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 · 18–27 tok/s on a NVIDIA RTX 4060 Ti (16GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K4.8 GB31–46 tok/sRuns great
Q3_K_M6.0 GB26–39 tok/sRuns great
Q4_K_M7.3 GB22–34 tok/sRuns great
Q5_K_M8.5 GB20–30 tok/sRuns great
Q6_K9.7 GB18–27 tok/sRuns great
Q8_012.5 GB14–22 tok/sWon't fit
FP1623.5 GB8–12 tok/sWon't fit

Ran Gemma 3 12B on a NVIDIA RTX 4060 Ti (16GB)? Add your real numbers →