// RUN โ€” FITS

Can the NVIDIA DGX Spark run Qwen2-57B-A14B?

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

Qwen2-57B-A14B on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 173k 3.5-4.2 t/s ~0.1-0.2 (slow)
Q4 yes 250k 6.2-7.4 t/s ~0.2-0.3 (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 Qwen2-57B-A14B?โ–ถ

Yes. At Q4 it generates ~6.2-7.4 tok/s and fits up to 250k context; beyond that it spills to SSD swap and slows to ~0.2-0.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 250k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.