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Can the NVIDIA Jetson T2000 run Pleias-RAG-1B?
Yes โ here's how fast and up to what context, with real measured numbers.
Pleias-RAG-1B on the NVIDIA Jetson T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 160k | 41.7-49.7 t/s | ~3-3.6 (slow) |
| Q8 | yes | 179k | 83.3-99.3 t/s | ~6.1-7.3 (slow) |
| Q4 | yes | 187k | 148.8-177.4 t/s | ~10.9-12.9 (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 Pleias-RAG-1B?โถ
Yes. At Q4 it generates ~148.8-177.4 tok/s and fits up to 187k context; beyond that it spills to SSD swap and slows to ~10.9-12.9 tok/s.
How much context fits?โถ
At Q4, up to about 187k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.