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// RUN — FITS
Can the Jetson Thor T2000 run LFM2.5-Embedding-350M?
Yes — here's how fast and up to what context, with real measured numbers.
LFM2.5-Embedding-350M on the Jetson Thor T2000
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 186k | 142.9-170.3 t/s | ~10.4-12.4 (slow) |
| Q8 | yes | 191k | 285.7-340.5 t/s | ~20.9-24.9 (slow) |
| Q4 | yes | 194k | 510.3-608.1 t/s | ~37.2-44.4 (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 LFM2.5-Embedding-350M?▶
Yes. At Q4 it generates ~510.3-608.1 tok/s and fits up to 194k context; beyond that it spills to SSD swap and slows to ~37.2-44.4 tok/s.
How much context fits?▶
At Q4, up to about 194k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.