can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 4060 Ti (16GB) run Gemma 4 12B?

Gemma · Apache 2.0 · estimated for a 16.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Gemma 4 12B at Q5_K_M · 8.5 GB · 18–27 tok/s on a NVIDIA RTX 4060 Ti (16GB).

Every quantization on this machine

QuantSizeSpeedFit
Q3_K_M5.1 GB25–38 tok/sRuns great
Q4_K_M7.2 GB20–30 tok/sRuns great
Q5_K_M8.5 GB18–27 tok/sRuns great
Q6_K9.8 GB16–24 tok/sTight / slow
Q8_012.7 GB13–20 tok/sWon't fit
FP1623.8 GB8–12 tok/sWon't fit

Ran Gemma 4 12B on a NVIDIA RTX 4060 Ti (16GB)? Add your real numbers →