// RUN โ€” FITS

Can the GMKtec EVO-X3 run AWD-LSTM-MoS + dynamic evaluation (PTB, 2018)?

Yes โ€” here's how fast and up to what context, with real measured numbers.

AWD-LSTM-MoS + dynamic evaluation (PTB, 2018) on the GMKtec EVO-X3

QuantFits?Max contextSpeedBeyond context
FP16 yes 1734k 3466.7-4213.3 t/s ~135.4-164.6 (slow)
Q8 yes 1735k 6933.3-8426.7 t/s ~270.8-329.2 (slow)
Q4 yes 1735k 12381-15047.6 t/s ~483.6-587.8 (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 AWD-LSTM-MoS + dynamic evaluation (PTB, 2018)?โ–ถ

Yes. At Q4 it generates ~12381-15047.6 tok/s and fits up to 1735k context; beyond that it spills to SSD swap and slows to ~483.6-587.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1735k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.