local intelligence

can it run

Can the NVIDIA L4 run gemma3 12B?

FULL

9.6 GB needed of 24 GB usable — headroom for context

24GB · Ampere · model file 8.1GB · 12B

~20–33 tok/s

computed roofline: 300 GB/s × 0.55–0.88 efficiency window / 8.1GB (Q4_K_M) — bands, never points.

Run gemma3 12B on instead

Tesla P100 (16GB, used) — cheapest catalog machine that runs gemma3 12B fully ($135)

RTX 4090 (24GB, used) — upgrade path machine

every model the NVIDIA L4 can run — full list

explore the full catalog84 machines indexed · live prices · what each one can run
2026-09-17 · ← all models on the NVIDIA L4 · fit = weights + 4k KV vs usable memory