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// RUN — FITS
Can the FuriosaAI RNGD run NVIDIA Nemotron 3.5 Content Safety?
Yes — here's how fast and up to what context, with real measured numbers.
NVIDIA Nemotron 3.5 Content Safety on the FuriosaAI RNGD
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 529k | 121.9-148.1 t/s | ~3.3-4 (slow) |
| Q8 | yes | 590k | 243.8-296.3 t/s | ~6.5-7.9 (slow) |
| Q4 | yes | 617k | 435.3-529 t/s | ~11.6-14.1 (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 NVIDIA Nemotron 3.5 Content Safety?▶
Yes. At Q4 it generates ~435.3-529 tok/s and fits up to 617k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~11.6-14.1 tok/s.
How much context fits?▶
At Q4, up to about 617k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.