// RUN โ€” FITS

Can the NVIDIA RTX PRO 6000 Blackwell run Amber?

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

Amber on the NVIDIA RTX PRO 6000 Blackwell

QuantFits?Max contextSpeedBeyond context
FP16 yes 560k 97.6-116.3 t/s ~2.2-2.6 (slow)
Q8 yes 611k 195.2-232.7 t/s ~4.4-5.2 (slow)
Q4 yes 634k 348.7-415.5 t/s ~7.8-9.3 (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 Amber?โ–ถ

Yes. At Q4 it generates ~348.7-415.5 tok/s and fits up to 634k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~7.8-9.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 634k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.