// RUN โ€” FITS

Can the NVIDIA RTX PRO 6000 Blackwell run Llama Nemotron Super 49B?

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

Llama Nemotron Super 49B on the NVIDIA RTX PRO 6000 Blackwell

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 115k 26.7-31.8 t/s ~0.6-0.7 (slow)
Q4 yes 181k 47.7-56.8 t/s ~1.1-1.3 (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 Llama Nemotron Super 49B?โ–ถ

Yes. At Q4 it generates ~47.7-56.8 tok/s and fits up to 181k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.1-1.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 181k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.