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// RUN — FITS
Can the Jetson Thor T2000 run Qwen2.5-Coder (7B)?
Yes — here's how fast and up to what context, with real measured numbers.
Qwen2.5-Coder (7B) on the Jetson Thor T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | no | — | — | — |
| Q8 | yes | 40k | 13.1-15.7 t/s | ~1-1.1 (slow) |
| Q4 | yes | 66k | 23.5-28 t/s | ~1.7-2 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the Jetson Thor T2000 run Qwen2.5-Coder (7B)?▶
Yes. At Q4 it generates ~23.5-28 tok/s and fits up to 66k context; beyond that it spills to SSD swap and slows to ~1.7-2 tok/s.
How much context fits?▶
At Q4, up to about 66k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.