// RUN โ€” FITS

Can the NVIDIA Jetson T2000 run BART-IT?

Yes โ€” here's how fast and up to what context, with real measured numbers.

BART-IT on the NVIDIA Jetson T2000

QuantFits?Max contextSpeedBeyond context
FP16 yes 193k 357.2-425.7 t/s ~26.1-31.1 (slow)
Q8 yes 195k 714.4-851.4 t/s ~52.1-62.1 (slow)
Q4 yes 196k 1275.6-1520.3 t/s ~93.1-111 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA Jetson T2000 run BART-IT?โ–ถ

Yes. At Q4 it generates ~1275.6-1520.3 tok/s and fits up to 196k context; beyond that it spills to SSD swap and slows to ~93.1-111 tok/s.

How much context fits?โ–ถ

At Q4, up to about 196k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.