// RUN โ€” FITS

Can the AMD Ryzen AI Max+ 395 run Retrieval-Augmented Generator?

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

Retrieval-Augmented Generator on the AMD Ryzen AI Max+ 395

QuantFits?Max contextSpeedBeyond context
FP16 yes 1716k 128.8-157.4 t/s ~5-6.2 (slow)
Q8 yes 1725k 257.6-314.9 t/s ~10.1-12.3 (slow)
Q4 yes 1730k 460.1-562.3 t/s ~18-22 (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 Retrieval-Augmented Generator?โ–ถ

Yes. At Q4 it generates ~460.1-562.3 tok/s and fits up to 1730k context; beyond that it spills to SSD swap and slows to ~18-22 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.