can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 5070 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 · 51–76 tok/s on a NVIDIA RTX 5070 Ti (16GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K4.8 GB81–121 tok/sRuns great
Q3_K_M6.0 GB70–105 tok/sRuns great
Q4_K_M7.3 GB62–93 tok/sRuns great
Q5_K_M8.5 GB56–84 tok/sRuns great
Q6_K9.7 GB51–76 tok/sRuns great
Q8_012.5 GB42–62 tok/sWon't fit
FP1623.5 GB25–37 tok/sWon't fit

Ran Gemma 3 12B on a NVIDIA RTX 5070 Ti (16GB)? Add your real numbers →