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// RUN — FITS
Can the Jetson Thor T2000 run Unified-IO (XL)?
Yes — here's how fast and up to what context, with real measured numbers.
Unified-IO (XL) on the Jetson Thor T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 108k | 17.1-20.4 t/s | ~1.2-1.5 (slow) |
| Q8 | yes | 152k | 34.2-40.7 t/s | ~2.5-3 (slow) |
| Q4 | yes | 172k | 61.1-72.8 t/s | ~4.5-5.3 (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 Unified-IO (XL)?▶
Yes. At Q4 it generates ~61.1-72.8 tok/s and fits up to 172k context; beyond that it spills to SSD swap and slows to ~4.5-5.3 tok/s.
How much context fits?▶
At Q4, up to about 172k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.