can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 3090 (24GB) run Gemma 3 12B?

Gemma · Gemma · estimated for a 24.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Gemma 3 12B at Q8_0 · 12.5 GB · 43–65 tok/s on a NVIDIA RTX 3090 (24GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K4.8 GB84–125 tok/sRuns great
Q3_K_M6.0 GB73–109 tok/sRuns great
Q4_K_M7.3 GB64–96 tok/sRuns great
Q5_K_M8.5 GB58–87 tok/sRuns great
Q6_K9.7 GB53–79 tok/sRuns great
Q8_012.5 GB43–65 tok/sRuns great
FP1623.5 GB26–38 tok/sWon't fit

Ran Gemma 3 12B on a NVIDIA RTX 3090 (24GB)? Add your real numbers →