can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 4060 Ti (8GB) run Gemma 3 12B?

Gemma · Gemma · estimated for a 8.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Gemma 3 12B at Q2_K · 4.8 GB · 36–54 tok/s on a NVIDIA RTX 4060 Ti (8GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K4.8 GB36–54 tok/sRuns great
Q3_K_M6.0 GB30–44 tok/sWon't fit
Q4_K_M7.3 GB25–38 tok/sWon't fit
Q5_K_M8.5 GB22–33 tok/sWon't fit
Q6_K9.7 GB20–29 tok/sWon't fit
Q8_012.5 GB16–23 tok/sWon't fit
FP1623.5 GB9–13 tok/sWon't fit

Ran Gemma 3 12B on a NVIDIA RTX 4060 Ti (8GB)? Add your real numbers →