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// RUN — FITS
Can the Jetson Thor T3000 run ESM1b?
Yes — here's how fast and up to what context, with real measured numbers.
ESM1b on the Jetson Thor T3000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 397k | 152.7-182 t/s | ~5.6-6.7 (slow) |
| Q8 | yes | 407k | 305.5-364.1 t/s | ~11.2-13.3 (slow) |
| Q4 | yes | 411k | 545.5-650.1 t/s | ~20-23.8 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the Jetson Thor T3000 run ESM1b?▶
Yes. At Q4 it generates ~545.5-650.1 tok/s and fits up to 411k context; beyond that it spills to SSD swap and slows to ~20-23.8 tok/s.
How much context fits?▶
At Q4, up to about 411k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.