// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run OntoProtein?

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

OntoProtein on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 yes 63k 97.3-116 t/s ~8.7-10.4 (slow)
Q8 yes 70k 194.7-232 t/s ~17.4-20.7 (slow)
Q4 yes 73k 347.6-414.3 t/s ~31-37 (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 OntoProtein?โ–ถ

Yes. At Q4 it generates ~347.6-414.3 tok/s and fits up to 73k context; beyond that it spills to SSD swap and slows to ~31-37 tok/s.

How much context fits?โ–ถ

At Q4, up to about 73k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.