// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5060 Ti 8GB run OPT-2.7B (finetuned on PTB)?

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

OPT-2.7B (finetuned on PTB) on the NVIDIA GeForce RTX 5060 Ti 8GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 7k 60.6-72.2 t/s ~5.4-6.4 (slow)
Q8 yes 48k 121.1-144.4 t/s ~10.8-12.9 (slow)
Q4 yes 66k 216.3-257.8 t/s ~19.3-23 (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 5060 Ti 8GB run OPT-2.7B (finetuned on PTB)?โ–ถ

Yes. At Q4 it generates ~216.3-257.8 tok/s and fits up to 66k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~19.3-23 tok/s.

How much context fits?โ–ถ

At Q4, up to about 66k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.