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Can the NVIDIA DGX Spark run Gemma 3 270M?
Yes โ here's how fast and up to what context, with real measured numbers.
Gemma 3 270M on the NVIDIA DGX Spark
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1727k | 369.1-439.8 t/s | ~13.5-16.1 (slow) |
| Q8 | yes | 1731k | 738.1-879.7 t/s | ~27-32.2 (slow) |
| Q4 | yes | 1733k | 1318.1-1570.8 t/s | ~48.3-57.5 (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 Gemma 3 270M?โถ
Yes. At Q4 it generates ~1318.1-1570.8 tok/s and fits up to 1733k context; beyond that it spills to SSD swap and slows to ~48.3-57.5 tok/s.
How much context fits?โถ
At Q4, up to about 1733k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.