// RUN โ€” FITS

Can the NVIDIA RTX 6000 Ada 48GB run OLMo 2 Furious 13B?

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

OLMo 2 Furious 13B on the NVIDIA RTX 6000 Ada 48GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 102k 27-32.1 t/s ~1.1-1.3 (slow)
Q8 yes 181k 53.9-64.2 t/s ~2.2-2.7 (slow)
Q4 yes 216k 96.3-114.7 t/s ~4-4.8 (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 6000 Ada 48GB run OLMo 2 Furious 13B?โ–ถ

Yes. At Q4 it generates ~96.3-114.7 tok/s and fits up to 216k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4-4.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 216k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.