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// RUN — FITS
Can the GMKtec EVO-X3 run LFM2.5-ColBERT-350M?
Yes — here's how fast and up to what context, with real measured numbers.
LFM2.5-ColBERT-350M on the GMKtec EVO-X3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1724k | 237.7-288.9 t/s | ~9.3-11.3 (slow) |
| Q8 | yes | 1730k | 475.4-577.8 t/s | ~18.6-22.6 (slow) |
| Q4 | yes | 1732k | 849-1031.8 t/s | ~33.2-40.3 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the GMKtec EVO-X3 run LFM2.5-ColBERT-350M?▶
Yes. At Q4 it generates ~849-1031.8 tok/s and fits up to 1732k context; beyond that it spills to SSD swap and slows to ~33.2-40.3 tok/s.
How much context fits?▶
At Q4, up to about 1732k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.