// RUN โ€” FITS

Can the NVIDIA Jetson T2000 run nesso 0.4B Agentic?

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

nesso 0.4B Agentic on the NVIDIA Jetson T2000

QuantFits?Max contextSpeedBeyond context
FP16 yes 185k 125-149 t/s ~9.1-10.9 (slow)
Q8 yes 191k 250-298 t/s ~18.3-21.8 (slow)
Q4 yes 193k 446.5-532.1 t/s ~32.6-38.8 (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 nesso 0.4B Agentic?โ–ถ

Yes. At Q4 it generates ~446.5-532.1 tok/s and fits up to 193k context; beyond that it spills to SSD swap and slows to ~32.6-38.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 193k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.