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// RUN — FITS
Can the Jetson Thor T2000 run SANA 1.6B?
Yes — here's how fast and up to what context, with real measured numbers.
SANA 1.6B on the Jetson Thor T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 147k | 30.3-36.2 t/s | ~2.2-2.6 (slow) |
| Q8 | yes | 172k | 60.7-72.3 t/s | ~4.4-5.3 (slow) |
| Q4 | yes | 183k | 108.4-129.2 t/s | ~7.9-9.4 (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 SANA 1.6B?▶
Yes. At Q4 it generates ~108.4-129.2 tok/s and fits up to 183k context; beyond that it spills to SSD swap and slows to ~7.9-9.4 tok/s.
How much context fits?▶
At Q4, up to about 183k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.