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// RUN — FITS
Can the Jetson Thor T3000 run Gemma 3 270M?
Yes — here's how fast and up to what context, with real measured numbers.
Gemma 3 270M on the Jetson Thor T3000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 408k | 369.1-439.8 t/s | ~13.5-16.1 (slow) |
| Q8 | yes | 412k | 738.1-879.7 t/s | ~27-32.2 (slow) |
| Q4 | yes | 414k | 1318.1-1570.8 t/s | ~48.3-57.5 (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 Gemma 3 270M?▶
Yes. At Q4 it generates ~1318.1-1570.8 tok/s and fits up to 414k context; beyond that it spills to SSD swap and slows to ~48.3-57.5 tok/s.
How much context fits?▶
At Q4, up to about 414k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.