// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 Ti run UDSMProt?

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

UDSMProt on the NVIDIA GeForce RTX 3080 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 145k 11761-14016.5 t/s ~515.8-614.8 (slow)
Q8 yes 145k 23521.9-28033 t/s ~1031.7-1229.5 (slow)
Q4 yes 145k 42003.4-50058.9 t/s ~1842.3-2195.6 (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 3080 Ti run UDSMProt?โ–ถ

Yes. At Q4 it generates ~42003.4-50058.9 tok/s and fits up to 145k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1842.3-2195.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 145k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.