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// RUN — FITS
Can the Jetson Thor T2000 run BEIT-3?
Yes — here's how fast and up to what context, with real measured numbers.
BEIT-3 on the Jetson Thor T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 139k | 26.3-31.4 t/s | ~1.9-2.3 (slow) |
| Q8 | yes | 168k | 52.6-62.7 t/s | ~3.8-4.6 (slow) |
| Q4 | yes | 181k | 94-112 t/s | ~6.9-8.2 (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 BEIT-3?▶
Yes. At Q4 it generates ~94-112 tok/s and fits up to 181k context; beyond that it spills to SSD swap and slows to ~6.9-8.2 tok/s.
How much context fits?▶
At Q4, up to about 181k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.