// RUN — FITS

Can the NVIDIA DGX Spark run AWD-LSTM-DRILL + dynamic evaluation† (WT2)?

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

AWD-LSTM-DRILL + dynamic evaluation† (WT2) on the NVIDIA DGX Spark

QuantFits?Max contextSpeedBeyond context
FP16 yes 1734k 2930.7-3492.8 t/s ~107.4-127.9 (slow)
Q8 yes 1734k 5861.5-6985.6 t/s ~214.7-255.9 (slow)
Q4 yes 1735k 10466.9-12474.3 t/s ~383.4-456.9 (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 AWD-LSTM-DRILL + dynamic evaluation† (WT2)?

Yes. At Q4 it generates ~10466.9-12474.3 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~383.4-456.9 tok/s.

How much context fits?

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