// RUN โ€” FITS

Can the NVIDIA Jetson T2000 run Velvet 2B?

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

Velvet 2B on the NVIDIA Jetson T2000

QuantFits?Max contextSpeedBeyond context
FP16 yes 136k 25-29.8 t/s ~1.8-2.2 (slow)
Q8 yes 166k 50-59.6 t/s ~3.7-4.4 (slow)
Q4 yes 180k 89.3-106.4 t/s ~6.5-7.8 (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 Velvet 2B?โ–ถ

Yes. At Q4 it generates ~89.3-106.4 tok/s and fits up to 180k context; beyond that it spills to SSD swap and slows to ~6.5-7.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 180k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.