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// RUN — FITS
Can the NVIDIA A100 SXM4 80GB 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 NVIDIA A100 SXM4 80GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 978k | 186.1-221.7 t/s | ~3.7-4.4 (slow) |
| Q8 | yes | 1039k | 372.1-443.5 t/s | ~7.3-8.7 (slow) |
| Q4 | yes | 1066k | 664.5-791.9 t/s | ~13-15.5 (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.
→ All models on the NVIDIA A100 SXM4 80GB
→ NVIDIA Nemotron 3.5 Content Safety specs
→ Other hardware
FAQ
Can the NVIDIA A100 SXM4 80GB run NVIDIA Nemotron 3.5 Content Safety?▶
Yes. At Q4 it generates ~664.5-791.9 tok/s and fits up to 1066k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~13-15.5 tok/s.
How much context fits?▶
At Q4, up to about 1066k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.