// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 Mobile run ProGen2-base?

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

ProGen2-base on the NVIDIA GeForce RTX 2050 Mobile

QuantFits?Max contextSpeedBeyond context
FP16 yes 10k 53.5-63.8 t/s ~19.1-22.8 (slow)
Q8 yes 22k 107-127.5 t/s ~38.2-45.5 (slow)
Q4 yes 27k 191.1-227.7 t/s ~68.2-81.3 (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 ProGen2-base?โ–ถ

Yes. At Q4 it generates ~191.1-227.7 tok/s and fits up to 27k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~68.2-81.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 27k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.