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// RUN — FITS
Can the FuriosaAI RNGD run Falcon-OCR?
Yes — here's how fast and up to what context, with real measured numbers.
Falcon-OCR on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 642k | 1625-1975 t/s | ~43.3-52.7 (slow) |
| Q8 | yes | 646k | 3250-3950 t/s | ~86.7-105.3 (slow) |
| Q4 | yes | 648k | 5803.6-7053.6 t/s | ~154.8-188.1 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.
FAQ
Can the FuriosaAI RNGD run Falcon-OCR?▶
Yes. At Q4 it generates ~5803.6-7053.6 tok/s and fits up to 648k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~154.8-188.1 tok/s.
How much context fits?▶
At Q4, up to about 648k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.