// RUN โ€” FITS

Can the NVIDIA RTX PRO 6000 Blackwell run OpenPhenom-S/16?

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

OpenPhenom-S/16 on the NVIDIA RTX PRO 6000 Blackwell

QuantFits?Max contextSpeedBeyond context
FP16 yes 1319k 3673.7-4378.2 t/s ~82-97.7 (slow)
Q8 yes 1322k 7347.3-8756.4 t/s ~164-195.5 (slow)
Q4 yes 1323k 13120.2-15636.4 t/s ~292.9-349 (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 PRO 6000 Blackwell run OpenPhenom-S/16?โ–ถ

Yes. At Q4 it generates ~13120.2-15636.4 tok/s and fits up to 1323k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~292.9-349 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1323k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.