can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA RTX 3090 (24GB) run Gemma 2 2B?

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

Yes — it runs great.

Best fit: Gemma 2 2B at Q8_0 · 2.8 GB · 136–204 tok/s on a NVIDIA RTX 3090 (24GB).

Every quantization on this machine

QuantSizeSpeedFit
Q4_K_M1.6 GB177–266 tok/sRuns great
Q5_K_M1.9 GB165–248 tok/sRuns great
Q6_K2.2 GB155–232 tok/sRuns great
Q8_02.8 GB136–204 tok/sRuns great

Ran Gemma 2 2B on a NVIDIA RTX 3090 (24GB)? Add your real numbers →