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// RUN — FITS
Can the GMKtec EVO-X3 run HiFi - NN?
Yes — here's how fast and up to what context, with real measured numbers.
HiFi - NN on the GMKtec EVO-X3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1735k | 27733.3-33706.7 t/s | ~1083.3-1316.7 (slow) |
| Q8 | yes | 1735k | 55466.7-67413.3 t/s | ~2166.7-2633.3 (slow) |
| Q4 | yes | 1735k | 99047.6-120381 t/s | ~3869-4702.4 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the GMKtec EVO-X3 run HiFi - NN?▶
Yes. At Q4 it generates ~99047.6-120381 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~3869-4702.4 tok/s.
How much context fits?▶
At Q4, up to about 1735k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.