// RUN โ€” FITS

Can the NVIDIA Jetson T3000 run TurboVLA?

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

TurboVLA on the NVIDIA Jetson T3000

QuantFits?Max contextSpeedBeyond context
FP16 yes 410k 498.2-593.8 t/s ~18.3-21.8 (slow)
Q8 yes 414k 996.5-1187.6 t/s ~36.5-43.5 (slow)
Q4 yes 415k 1779.4-2120.6 t/s ~65.2-77.7 (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 T3000 run TurboVLA?โ–ถ

Yes. At Q4 it generates ~1779.4-2120.6 tok/s and fits up to 415k context; beyond that it spills to SSD swap and slows to ~65.2-77.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 415k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.