// RUN โ€” FITS

Can the Jetson Thor T2000 run Skywork-13B?

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

Skywork-13B on the Jetson Thor T2000

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 34k 13.7-16.4 t/s ~1-1.2 (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 Skywork-13B?โ–ถ

Yes. At Q4 it generates ~13.7-16.4 tok/s and fits up to 34k context; beyond that it spills to SSD swap and slows to ~1-1.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 34k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.