// RUN โ€” FITS

Can the NVIDIA RTX PRO 6000 Blackwell run Intern-S2-Preview?

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

Intern-S2-Preview on the NVIDIA RTX PRO 6000 Blackwell

QuantFits?Max contextSpeedBeyond context
FP16 yes 64k 18.7-22.3 t/s ~0.4-0.5 (slow)
Q8 yes 198k 37.4-44.5 t/s ~0.8-1 (slow)
Q4 yes 256k 66.7-79.5 t/s ~1.5-1.8 (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 Intern-S2-Preview?โ–ถ

Yes. At Q4 it generates ~66.7-79.5 tok/s and fits up to 256k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.5-1.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 256k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.