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// RUN — FITS
Can the NVIDIA DGX Spark run Falcon-OCR?
Yes — here's how fast and up to what context, with real measured numbers.
Falcon-OCR on the NVIDIA DGX Spark
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1726k | 332.2-395.9 t/s | ~12.2-14.5 (slow) |
| Q8 | yes | 1730k | 664.3-791.7 t/s | ~24.3-29 (slow) |
| Q4 | yes | 1732k | 1186.3-1413.8 t/s | ~43.5-51.8 (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 Falcon-OCR?▶
Yes. At Q4 it generates ~1186.3-1413.8 tok/s and fits up to 1732k context; beyond that it spills to SSD swap and slows to ~43.5-51.8 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.