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// RUN — FITS
Can the Jetson Thor T2000 run ESM1-43M?
Yes — here's how fast and up to what context, with real measured numbers.
ESM1-43M on the Jetson Thor T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 196k | 1173.8-1398.9 t/s | ~85.7-102.1 (slow) |
| Q8 | yes | 196k | 2347.7-2797.9 t/s | ~171.4-204.2 (slow) |
| Q4 | yes | 196k | 4192.2-4996.2 t/s | ~306-364.7 (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 ESM1-43M?▶
Yes. At Q4 it generates ~4192.2-4996.2 tok/s and fits up to 196k context; beyond that it spills to SSD swap and slows to ~306-364.7 tok/s.
How much context fits?▶
At Q4, up to about 196k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.