// RUN — FITS

Can the Jetson Thor T2000 run Nucleotide Transformer?

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

Nucleotide Transformer on the Jetson Thor T2000

QuantFits?Max contextSpeedBeyond context
FP16 yes 121k 20-23.8 t/s ~1.5-1.7 (slow)
Q8 yes 159k 40-47.7 t/s ~2.9-3.5 (slow)
Q4 yes 175k 71.4-85.1 t/s ~5.2-6.2 (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 T2000 → Nucleotide Transformer specs → Other hardware

FAQ

Can the Jetson Thor T2000 run Nucleotide Transformer?▶

Yes. At Q4 it generates ~71.4-85.1 tok/s and fits up to 175k context; beyond that it spills to SSD swap and slows to ~5.2-6.2 tok/s.

How much context fits?▶

At Q4, up to about 175k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.