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// RUN — FITS
Can the NVIDIA DGX Spark run DiffDock?
Yes — here's how fast and up to what context, with real measured numbers.
DiffDock on the NVIDIA DGX Spark
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1734k | 4923.2-5867.3 t/s | ~180.3-214.9 (slow) |
| Q8 | yes | 1735k | 9846.3-11734.7 t/s | ~360.7-429.8 (slow) |
| Q4 | yes | 1735k | 17582.8-20954.8 t/s | ~644.1-767.6 (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 DiffDock?▶
Yes. At Q4 it generates ~17582.8-20954.8 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~644.1-767.6 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.