// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4060 Ti 8GB run UDSMProt?

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

UDSMProt on the NVIDIA GeForce RTX 4060 Ti 8GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 89k 3714-4426.3 t/s ~515.8-614.8 (slow)
Q8 yes 89k 7428-8852.5 t/s ~1031.7-1229.5 (slow)
Q4 yes 89k 13264.2-15808.1 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 4060 Ti 8GB run UDSMProt?โ–ถ

Yes. At Q4 it generates ~13264.2-15808.1 tok/s and fits up to 89k 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 89k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.