// RUN — FITS

Can the Jetson Thor T3000 run SANA 1.5 4.8B?

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

SANA 1.5 4.8B on the Jetson Thor T3000

QuantFits?Max contextSpeedBeyond context
FP16 yes 270k 20.8-24.7 t/s ~0.8-0.9 (slow)
Q8 yes 343k 41.5-49.5 t/s ~1.5-1.8 (slow)
Q4 yes 376k 74.1-88.4 t/s ~2.7-3.2 (slow)

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

→ All models on the Jetson Thor T3000 → SANA 1.5 4.8B specs → Other hardware

FAQ

Can the Jetson Thor T3000 run SANA 1.5 4.8B?▶

Yes. At Q4 it generates ~74.1-88.4 tok/s and fits up to 376k context; beyond that it spills to SSD swap and slows to ~2.7-3.2 tok/s.

How much context fits?▶

At Q4, up to about 376k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.