// RUN โ€” FITS

Can the NVIDIA Jetson T2000 run Gemma 1.1 7B Instruct?

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

Gemma 1.1 7B Instruct on the NVIDIA Jetson T2000

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 33k 11.7-14 t/s ~0.9-1 (slow)
Q4 yes 62k 20.9-24.9 t/s ~1.5-1.8 (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 Gemma 1.1 7B Instruct?โ–ถ

Yes. At Q4 it generates ~20.9-24.9 tok/s and fits up to 62k context; beyond that it spills to SSD swap and slows to ~1.5-1.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 62k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.