// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 Mobile run Retrieval-Augmented Generator?

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

Retrieval-Augmented Generator on the NVIDIA GeForce RTX 2050 Mobile

QuantFits?Max contextSpeedBeyond context
FP16 yes 14k 65.3-77.8 t/s ~23.3-27.8 (slow)
Q8 yes 24k 130.6-155.7 t/s ~46.6-55.6 (slow)
Q4 yes 28k 233.2-278 t/s ~83.3-99.3 (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 Retrieval-Augmented Generator?โ–ถ

Yes. At Q4 it generates ~233.2-278 tok/s and fits up to 28k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~83.3-99.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 28k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.