// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 Mobile run OPT-1.3B (finetuned)?

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

OPT-1.3B (finetuned) on the NVIDIA GeForce RTX 2050 Mobile

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 13k 62.9-75 t/s ~22.5-26.8 (slow)
Q4 yes 22k 112.3-133.8 t/s ~40.1-47.8 (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 OPT-1.3B (finetuned)?โ–ถ

Yes. At Q4 it generates ~112.3-133.8 tok/s and fits up to 22k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~40.1-47.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 22k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.