// RUN โ€” FITS

Can the NVIDIA RTX PRO 6000 Blackwell run OpenELM-1.1B?

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

OpenELM-1.1B on the NVIDIA RTX PRO 6000 Blackwell

QuantFits?Max contextSpeedBeyond context
FP16 yes 1292k 605.6-721.8 t/s ~13.5-16.1 (slow)
Q8 yes 1308k 1211.3-1443.6 t/s ~27-32.2 (slow)
Q4 yes 1316k 2163-2577.8 t/s ~48.3-57.5 (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 OpenELM-1.1B?โ–ถ

Yes. At Q4 it generates ~2163-2577.8 tok/s and fits up to 1316k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~48.3-57.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1316k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.