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// RUN — FITS
Can the NVIDIA DGX Spark run AWD-LSTM-DRILL + dynamic evaluation† (PTB)?
Yes — here's how fast and up to what context, with real measured numbers.
AWD-LSTM-DRILL + dynamic evaluation† (PTB) on the NVIDIA DGX Spark
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1734k | 4151.9-4948.1 t/s | ~152.1-181.3 (slow) |
| Q8 | yes | 1735k | 8303.8-9896.3 t/s | ~304.2-362.5 (slow) |
| Q4 | yes | 1735k | 14828.1-17671.9 t/s | ~543.2-647.3 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
→ All models on the NVIDIA DGX Spark
→ AWD-LSTM-DRILL + dynamic evaluation† (PTB) specs
→ Other hardware
FAQ
Can the NVIDIA DGX Spark run AWD-LSTM-DRILL + dynamic evaluation† (PTB)?▶
Yes. At Q4 it generates ~14828.1-17671.9 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~543.2-647.3 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.