// RUN โ€” FITS

Can the NVIDIA RTX 6000 Ada 48GB run DMPFold?

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

DMPFold on the NVIDIA RTX 6000 Ada 48GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 651k 92210.5-109894.7 t/s ~3842.1-4578.9 (slow)
Q8 yes 651k 184421.1-219789.5 t/s ~7684.2-9157.9 (slow)
Q4 yes 651k 329323.3-392481.2 t/s ~13721.8-16353.4 (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 RTX 6000 Ada 48GB run DMPFold?โ–ถ

Yes. At Q4 it generates ~329323.3-392481.2 tok/s and fits up to 651k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~13721.8-16353.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 651k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.