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Can the NVIDIA DGX Spark run Emu2?
Yes โ here's how fast and up to what context, with real measured numbers.
Emu2 on the NVIDIA DGX Spark
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 151k | 2.7-3.2 t/s | ~0.1-0.1 (slow) |
| Q8 | yes | 293k | 5.4-6.4 t/s | ~0.2-0.2 (slow) |
| Q4 | yes | 355k | 9.6-11.5 t/s | ~0.4-0.4 (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 Emu2?โถ
Yes. At Q4 it generates ~9.6-11.5 tok/s and fits up to 355k context; beyond that it spills to SSD swap and slows to ~0.4-0.4 tok/s.
How much context fits?โถ
At Q4, up to about 355k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.