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// RUN — FITS
Can the GMKtec EVO-X3 run nesso 4B?
Yes — here's how fast and up to what context, with real measured numbers.
nesso 4B on the GMKtec EVO-X3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1613k | 20.8-25.3 t/s | ~0.8-1 (slow) |
| Q8 | yes | 1674k | 41.6-50.6 t/s | ~1.6-2 (slow) |
| Q4 | yes | 1701k | 74.3-90.3 t/s | ~2.9-3.5 (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 nesso 4B?▶
Yes. At Q4 it generates ~74.3-90.3 tok/s and fits up to 1701k context; beyond that it spills to SSD swap and slows to ~2.9-3.5 tok/s.
How much context fits?▶
At Q4, up to about 1701k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.