can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 5070 (12GB) run Gemma 3 12B?

Gemma · Gemma · estimated for a 12.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Gemma 3 12B at Q4_K_M · 7.3 GB · 48–73 tok/s on a NVIDIA RTX 5070 (12GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K4.8 GB64–96 tok/sRuns great
Q3_K_M6.0 GB55–83 tok/sRuns great
Q4_K_M7.3 GB48–73 tok/sRuns great
Q5_K_M8.5 GB43–65 tok/sWon't fit
Q6_K9.7 GB39–59 tok/sWon't fit
Q8_012.5 GB32–48 tok/sWon't fit
FP1623.5 GB19–28 tok/sWon't fit

Ran Gemma 3 12B on a NVIDIA RTX 5070 (12GB)? Add your real numbers →