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Can the NVIDIA Jetson T2000 run Qwen2.5-Omni 3B?
Yes โ here's how fast and up to what context, with real measured numbers.
Qwen2.5-Omni 3B on the NVIDIA Jetson T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 105k | 16.7-19.9 t/s | ~1.2-1.5 (slow) |
| Q8 | yes | 151k | 33.3-39.7 t/s | ~2.4-2.9 (slow) |
| Q4 | yes | 171k | 59.5-70.9 t/s | ~4.3-5.2 (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 Qwen2.5-Omni 3B?โถ
Yes. At Q4 it generates ~59.5-70.9 tok/s and fits up to 171k context; beyond that it spills to SSD swap and slows to ~4.3-5.2 tok/s.
How much context fits?โถ
At Q4, up to about 171k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.