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// RUN — FITS
Can the Jetson Thor T2000 run ProGen2-base?
Yes — here's how fast and up to what context, with real measured numbers.
ProGen2-base on the Jetson Thor T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 174k | 65.5-78 t/s | ~4.8-5.7 (slow) |
| Q8 | yes | 185k | 130.9-156 t/s | ~9.6-11.4 (slow) |
| Q4 | yes | 190k | 233.8-278.6 t/s | ~17.1-20.3 (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 ProGen2-base?▶
Yes. At Q4 it generates ~233.8-278.6 tok/s and fits up to 190k context; beyond that it spills to SSD swap and slows to ~17.1-20.3 tok/s.
How much context fits?▶
At Q4, up to about 190k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.