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// RUN — FITS
Can the NVIDIA DGX Spark run Pleias-RAG-350m?
Yes — here's how fast and up to what context, with real measured numbers.
Pleias-RAG-350m on the NVIDIA DGX Spark
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1724k | 284.7-339.3 t/s | ~10.4-12.4 (slow) |
| Q8 | yes | 1730k | 569.4-678.6 t/s | ~20.9-24.9 (slow) |
| Q4 | yes | 1732k | 1016.8-1211.8 t/s | ~37.2-44.4 (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 Pleias-RAG-350m?▶
Yes. At Q4 it generates ~1016.8-1211.8 tok/s and fits up to 1732k context; beyond that it spills to SSD swap and slows to ~37.2-44.4 tok/s.
How much context fits?▶
At Q4, up to about 1732k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.