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// RUN — FITS
Can the NVIDIA DGX Spark run Ling-flash-base-2.0-20T?
Yes — here's how fast and up to what context, with real measured numbers.
Ling-flash-base-2.0-20T on the NVIDIA DGX Spark
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | — | — | — |
| Q8 | yes | 42k | 2-2.4 t/s | ~0.1-0.1 (slow) |
| Q4 | yes | 176k | 3.6-4.2 t/s | ~0.1-0.2 (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 Ling-flash-base-2.0-20T?▶
Yes. At Q4 it generates ~3.6-4.2 tok/s and fits up to 176k context; beyond that it spills to SSD swap and slows to ~0.1-0.2 tok/s.
How much context fits?▶
At Q4, up to about 176k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.