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// RUN — FITS
Can the Jetson Thor T2000 run ProtBERT-BFD?
Yes — here's how fast and up to what context, with real measured numbers.
ProtBERT-BFD on the Jetson Thor T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 184k | 119.1-141.9 t/s | ~8.7-10.4 (slow) |
| Q8 | yes | 190k | 238.1-283.8 t/s | ~17.4-20.7 (slow) |
| Q4 | yes | 193k | 425.2-506.8 t/s | ~31-37 (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 ProtBERT-BFD?▶
Yes. At Q4 it generates ~425.2-506.8 tok/s and fits up to 193k context; beyond that it spills to SSD swap and slows to ~31-37 tok/s.
How much context fits?▶
At Q4, up to about 193k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.