// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3070 run Gemma 3n?

Yes โ€” here's how fast and up to what context, with real measured numbers.

Gemma 3n on the NVIDIA GeForce RTX 3070

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 11k 74.4-88.7 t/s ~6.6-7.9 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA GeForce RTX 3070 run Gemma 3n?โ–ถ

Yes. At Q4 it generates ~74.4-88.7 tok/s and fits up to 11k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.6-7.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 11k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.