// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4090 run UDSMProt?

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

UDSMProt on the NVIDIA GeForce RTX 4090

QuantFits?Max contextSpeedBeyond context
FP16 yes 313k 12999-15491.9 t/s ~515.8-614.8 (slow)
Q8 yes 314k 25997.9-30983.8 t/s ~1031.7-1229.5 (slow)
Q4 yes 314k 46424.9-55328.3 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 4090 run UDSMProt?โ–ถ

Yes. At Q4 it generates ~46424.9-55328.3 tok/s and fits up to 314k 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 314k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.