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Can the NVIDIA Jetson T2000 run Qwen2.5-Coder (1.5B)?
Yes โ here's how fast and up to what context, with real measured numbers.
Qwen2.5-Coder (1.5B) on the NVIDIA Jetson T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 150k | 32.5-38.7 t/s | ~2.4-2.8 (slow) |
| Q8 | yes | 173k | 64.9-77.4 t/s | ~4.7-5.6 (slow) |
| Q4 | yes | 184k | 116-138.2 t/s | ~8.5-10.1 (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-Coder (1.5B)?โถ
Yes. At Q4 it generates ~116-138.2 tok/s and fits up to 184k context; beyond that it spills to SSD swap and slows to ~8.5-10.1 tok/s.
How much context fits?โถ
At Q4, up to about 184k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.