// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4070 Super run UDSMProt?

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

UDSMProt on the NVIDIA GeForce RTX 4070 Super

QuantFits?Max contextSpeedBeyond context
FP16 yes 145k 6499.5-7746 t/s ~515.8-614.8 (slow)
Q8 yes 145k 12999-15491.9 t/s ~1031.7-1229.5 (slow)
Q4 yes 145k 23212.4-27664.1 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 4070 Super run UDSMProt?โ–ถ

Yes. At Q4 it generates ~23212.4-27664.1 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.