// RUN โ€” FITS

Can the AMD Ryzen AI Max+ 395 run mBART-50?

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

mBART-50 on the AMD Ryzen AI Max+ 395

QuantFits?Max contextSpeedBeyond context
FP16 yes 1716k 132.2-161.6 t/s ~5.2-6.3 (slow)
Q8 yes 1726k 264.4-323.1 t/s ~10.3-12.6 (slow)
Q4 yes 1730k 472.1-577 t/s ~18.4-22.5 (slow)

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

FAQ

Can the AMD Ryzen AI Max+ 395 run mBART-50?โ–ถ

Yes. At Q4 it generates ~472.1-577 tok/s and fits up to 1730k context; beyond that it spills to SSD swap and slows to ~18.4-22.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1730k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.