// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run NVIDIA Nemotron 3.5 Content Safety?

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

NVIDIA Nemotron 3.5 Content Safety on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 15k 20.4-24.4 t/s ~1.8-2.2 (slow)
Q4 yes 42k 36.5-43.5 t/s ~3.3-3.9 (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 NVIDIA Nemotron 3.5 Content Safety?โ–ถ

Yes. At Q4 it generates ~36.5-43.5 tok/s and fits up to 42k context; beyond that it spills to SSD swap and slows to ~3.3-3.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 42k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.