can-i-run-this-llm

Can I run this LLM?

Can a NVIDIA H100 SXM (80GB) run Gemma 3 12B?

Gemma · Gemma · estimated for a 80.0 GB machine at 4K context.

Yes — it runs great.

Best fit: Gemma 3 12B at FP16 · 23.5 GB · 78–116 tok/s on a NVIDIA H100 SXM (80GB).

Every quantization on this machine

QuantSizeSpeedFit
Q2_K4.8 GB189–283 tok/sRuns great
Q3_K_M6.0 GB172–258 tok/sRuns great
Q4_K_M7.3 GB158–237 tok/sRuns great
Q5_K_M8.5 GB147–221 tok/sRuns great
Q6_K9.7 GB137–206 tok/sRuns great
Q8_012.5 GB119–178 tok/sRuns great
FP1623.5 GB78–116 tok/sRuns great

Ran Gemma 3 12B on a NVIDIA H100 SXM (80GB)? Add your real numbers →