// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5060 Ti 8GB run UniRep?

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

UniRep on the NVIDIA GeForce RTX 5060 Ti 8GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 89k 8984.6-10707.7 t/s ~802.2-956 (slow)
Q8 yes 89k 17969.2-21415.4 t/s ~1604.4-1912.1 (slow)
Q4 yes 89k 32087.9-38241.8 t/s ~2865-3414.4 (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 UniRep?โ–ถ

Yes. At Q4 it generates ~32087.9-38241.8 tok/s and fits up to 89k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2865-3414.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 89k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.