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// RUN — FITS
Can the GMKtec EVO-X3 run (ensemble): AWD-LSTM-DOC (fin) × 5 (WT2)?
Yes — here's how fast and up to what context, with real measured numbers.
(ensemble): AWD-LSTM-DOC (fin) × 5 (WT2) on the GMKtec EVO-X3
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 1729k | 449.7-546.6 t/s | ~17.6-21.4 (slow) |
| Q8 | yes | 1732k | 899.5-1093.2 t/s | ~35.1-42.7 (slow) |
| Q4 | yes | 1733k | 1606.2-1952.1 t/s | ~62.7-76.3 (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 (ensemble): AWD-LSTM-DOC (fin) × 5 (WT2)?▶
Yes. At Q4 it generates ~1606.2-1952.1 tok/s and fits up to 1733k context; beyond that it spills to SSD swap and slows to ~62.7-76.3 tok/s.
How much context fits?▶
At Q4, up to about 1733k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.