// RUN โ€” FITS

Can the NVIDIA DGX Spark run DMPFold?

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

DMPFold on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 1735k 26222.4-31251.3 t/s ~960.5-1144.7 (slow)
Q8 yes 1735k 52444.7-62502.6 t/s ~1921.1-2289.5 (slow)
Q4 yes 1735k 93651.3-111611.8 t/s ~3430.5-4088.3 (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 DMPFold?โ–ถ

Yes. At Q4 it generates ~93651.3-111611.8 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~3430.5-4088.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1735k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.