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Can the NVIDIA DGX Spark run NTele-R1-32B-V1?
Yes โ here's how fast and up to what context, with real measured numbers.
NTele-R1-32B-V1 on the NVIDIA DGX Spark
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 183k | 3-3.6 t/s | ~0.1-0.1 (slow) |
| Q8 | yes | 309k | 6.1-7.2 t/s | ~0.2-0.3 (slow) |
| Q4 | yes | 364k | 10.8-12.9 t/s | ~0.4-0.5 (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 NTele-R1-32B-V1?โถ
Yes. At Q4 it generates ~10.8-12.9 tok/s and fits up to 364k context; beyond that it spills to SSD swap and slows to ~0.4-0.5 tok/s.
How much context fits?โถ
At Q4, up to about 364k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.