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// RUN — FITS
Can the Jetson Thor T2000 run ESM2-150M?
Yes — here's how fast and up to what context, with real measured numbers.
ESM2-150M on the Jetson Thor T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 192k | 333.4-397.3 t/s | ~24.3-29 (slow) |
| Q8 | yes | 195k | 666.7-794.6 t/s | ~48.7-58 (slow) |
| Q4 | yes | 196k | 1190.6-1418.9 t/s | ~86.9-103.6 (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 ESM2-150M?▶
Yes. At Q4 it generates ~1190.6-1418.9 tok/s and fits up to 196k context; beyond that it spills to SSD swap and slows to ~86.9-103.6 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.