// RUN โ€” FITS

Can the NVIDIA DGX Spark run Qwen2.5 Instruct (72B)?

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

Qwen2.5 Instruct (72B) on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 125k 2.7-3.3 t/s ~0.1-0.1 (slow)
Q4 yes 223k 4.9-5.8 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 Qwen2.5 Instruct (72B)?โ–ถ

Yes. At Q4 it generates ~4.9-5.8 tok/s and fits up to 223k 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 223k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.