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// RUN — FITS
Can the FuriosaAI RNGD run Pleias-RAG-1B?
Yes — here's how fast and up to what context, with real measured numbers.
Pleias-RAG-1B on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 614k | 406.3-493.8 t/s | ~10.8-13.2 (slow) |
| Q8 | yes | 633k | 812.5-987.5 t/s | ~21.7-26.3 (slow) |
| Q4 | yes | 641k | 1450.9-1763.4 t/s | ~38.7-47 (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 Pleias-RAG-1B?▶
Yes. At Q4 it generates ~1450.9-1763.4 tok/s and fits up to 641k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~38.7-47 tok/s.
How much context fits?▶
At Q4, up to about 641k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.