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// RUN — FITS
Can the Apple M1 Max 32GB 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 Apple M1 Max 32GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 294k | 34-41 t/s | ~0.9-1 (slow) |
| Q8 | yes | 356k | 68-82 t/s | ~1.7-2.1 (slow) |
| Q4 | yes | 382k | 121.4-146.4 t/s | ~3-3.7 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the Apple M1 Max 32GB run NVIDIA Nemotron 3.5 Content Safety?▶
Yes. At Q4 it generates ~121.4-146.4 tok/s and fits up to 382k context; beyond that it spills to SSD swap and slows to ~3-3.7 tok/s.
How much context fits?▶
At Q4, up to about 382k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.