// RUN โ€” FITS

Can the NVIDIA RTX PRO 6000 Blackwell run Granite SWASH 3B?

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

Granite SWASH 3B on the NVIDIA RTX PRO 6000 Blackwell

QuantFits?Max contextSpeedBeyond context
FP16 yes 1233k 216.6-258.1 t/s ~4.8-5.8 (slow)
Q8 yes 1279k 433.2-516.2 t/s ~9.7-11.5 (slow)
Q4 yes 1299k 773.5-921.9 t/s ~17.3-20.6 (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 RTX PRO 6000 Blackwell run Granite SWASH 3B?โ–ถ

Yes. At Q4 it generates ~773.5-921.9 tok/s and fits up to 1299k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~17.3-20.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1299k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.