// RUN โ€” FITS

Can the AMD Ryzen AI Max+ 395 run OPT-350M?

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

OPT-350M on the AMD Ryzen AI Max+ 395

QuantFits?Max contextSpeedBeyond context
FP16 yes 1724k 230.4-281.6 t/s ~9-11 (slow)
Q8 yes 1730k 460.8-563.2 t/s ~18-22 (slow)
Q4 yes 1732k 822.9-1005.7 t/s ~32.1-39.3 (slow)

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

FAQ

Can the AMD Ryzen AI Max+ 395 run OPT-350M?โ–ถ

Yes. At Q4 it generates ~822.9-1005.7 tok/s and fits up to 1732k context; beyond that it spills to SSD swap and slows to ~32.1-39.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1732k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.