// RUN โ€” FITS

Can the NVIDIA DGX Spark run OLMo-1B?

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

OLMo-1B on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 1704k 99.6-118.8 t/s ~3.7-4.4 (slow)
Q8 yes 1720k 199.3-237.5 t/s ~7.3-8.7 (slow)
Q4 yes 1726k 355.9-424.1 t/s ~13-15.5 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA DGX Spark run OLMo-1B?โ–ถ

Yes. At Q4 it generates ~355.9-424.1 tok/s and fits up to 1726k context; beyond that it spills to SSD swap and slows to ~13-15.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1726k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.