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// RUN — FITS
Can the GMKtec EVO-X3 run nesso 0.4B Agentic?
Yes — here's how fast and up to what context, with real measured numbers.
nesso 0.4B Agentic on the GMKtec EVO-X3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1723k | 208-252.8 t/s | ~8.1-9.9 (slow) |
| Q8 | yes | 1729k | 416-505.6 t/s | ~16.3-19.8 (slow) |
| Q4 | yes | 1732k | 742.9-902.9 t/s | ~29-35.3 (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 nesso 0.4B Agentic?▶
Yes. At Q4 it generates ~742.9-902.9 tok/s and fits up to 1732k context; beyond that it spills to SSD swap and slows to ~29-35.3 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.