// RUN โ€” FITS

Can the AMD Ryzen AI Max+ 395 run Ling-lite-1.5 ("Bailing")?

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

Ling-lite-1.5 ("Bailing") on the AMD Ryzen AI Max+ 395

QuantFits?Max contextSpeedBeyond context
FP16 yes 306k 4.8-5.9 t/s ~0.2-0.2 (slow)
Q8 yes 370k 9.6-11.7 t/s ~0.4-0.5 (slow)
Q4 yes 398k 17.1-21 t/s ~0.7-0.8 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the AMD Ryzen AI Max+ 395 run Ling-lite-1.5 ("Bailing")?โ–ถ

Yes. At Q4 it generates ~17.1-21 tok/s and fits up to 398k context; beyond that it spills to SSD swap and slows to ~0.7-0.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 398k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.