// RUN โ€” FITS

Can the Jetson Thor T2000 run TiTok-L?

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

TiTok-L on the Jetson Thor T2000

QuantFits?Max contextSpeedBeyond context
FP16 yes 187k 162.9-194.1 t/s ~11.9-14.2 (slow)
Q8 yes 192k 325.8-388.2 t/s ~23.8-28.3 (slow)
Q4 yes 194k 581.7-693.3 t/s ~42.5-50.6 (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 TiTok-L?โ–ถ

Yes. At Q4 it generates ~581.7-693.3 tok/s and fits up to 194k context; beyond that it spills to SSD swap and slows to ~42.5-50.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 194k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.