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// RUN — FITS
Can the Jetson Thor T2000 run HiFi - NN?
Yes — here's how fast and up to what context, with real measured numbers.
HiFi - NN on the Jetson Thor T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 197k | 16668.3-19865 t/s | ~1216.7-1450 (slow) |
| Q8 | yes | 197k | 33336.7-39730 t/s | ~2433.3-2900 (slow) |
| Q4 | yes | 197k | 59529.8-70946.4 t/s | ~4345.2-5178.6 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the Jetson Thor T2000 run HiFi - NN?▶
Yes. At Q4 it generates ~59529.8-70946.4 tok/s and fits up to 197k context; beyond that it spills to SSD swap and slows to ~4345.2-5178.6 tok/s.
How much context fits?▶
At Q4, up to about 197k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.