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// RUN — FITS
Can the Jetson Thor T3000 run UDSMProt?
Yes — here's how fast and up to what context, with real measured numbers.
UDSMProt on the Jetson Thor T3000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 416k | 3520.6-4195.7 t/s | ~129-153.7 (slow) |
| Q8 | yes | 416k | 7041.1-8391.5 t/s | ~257.9-307.4 (slow) |
| Q4 | yes | 416k | 12573.4-14984.7 t/s | ~460.6-548.9 (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 T3000 run UDSMProt?▶
Yes. At Q4 it generates ~12573.4-14984.7 tok/s and fits up to 416k context; beyond that it spills to SSD swap and slows to ~460.6-548.9 tok/s.
How much context fits?▶
At Q4, up to about 416k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.