// RUN โ€” FITS

Can the NVIDIA DGX Spark run Karakuri LM?

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

Karakuri LM on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 133k 2.8-3.4 t/s ~0.1-0.1 (slow)
Q4 yes 227k 5.1-6.1 t/s ~0.2-0.2 (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 Karakuri LM?โ–ถ

Yes. At Q4 it generates ~5.1-6.1 tok/s and fits up to 227k context; beyond that it spills to SSD swap and slows to ~0.2-0.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 227k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.