// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 Mobile run RMBG v2.0?

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

RMBG v2.0 on the NVIDIA GeForce RTX 2050 Mobile

QuantFits?Max contextSpeedBeyond context
FP16 yes 27k 185-220.5 t/s ~66.1-78.7 (slow)
Q8 yes 30k 370-440.9 t/s ~132.1-157.5 (slow)
Q4 yes 31k 660.6-787.3 t/s ~235.9-281.2 (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 2050 Mobile run RMBG v2.0?โ–ถ

Yes. At Q4 it generates ~660.6-787.3 tok/s and fits up to 31k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~235.9-281.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 31k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.