// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 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 2050

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 5k 18.6-22.2 t/s ~1.7-2 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA GeForce RTX 2050 run Gemma 3n?โ–ถ

Yes. At Q4 it generates ~18.6-22.2 tok/s and fits up to 5k context; beyond that it spills to SSD swap and slows to ~1.7-2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 5k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.