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// RUN — FITS
Can the NVIDIA Jetson T2000 run ESM2-35M?
Yes — here's how fast and up to what context, with real measured numbers.
ESM2-35M on the NVIDIA Jetson T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 196k | 1428.7-1702.7 t/s | ~104.3-124.3 (slow) |
| Q8 | yes | 196k | 2857.4-3405.4 t/s | ~208.6-248.6 (slow) |
| Q4 | yes | 197k | 5102.6-6081.1 t/s | ~372.4-443.9 (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 ESM2-35M?▶
Yes. At Q4 it generates ~5102.6-6081.1 tok/s and fits up to 197k context; beyond that it spills to SSD swap and slows to ~372.4-443.9 tok/s.
How much context fits?▶
At Q4, up to about 197k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.