// RUN โ€” FITS

Can the Jetson Thor T3000 run Llama 3.2 11B?

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

Llama 3.2 11B on the Jetson Thor T3000

QuantFits?Max contextSpeedBeyond context
FP16 yes 37k 9.4-11.2 t/s ~0.3-0.4 (slow)
Q8 yes 102k 18.8-22.4 t/s ~0.7-0.8 (slow)
Q4 yes 130k 33.6-40 t/s ~1.2-1.5 (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 T3000 run Llama 3.2 11B?โ–ถ

Yes. At Q4 it generates ~33.6-40 tok/s and fits up to 130k context; beyond that it spills to SSD swap and slows to ~1.2-1.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 130k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.