// RUN โ€” FITS

Can the AMD Ryzen AI Max+ 395 run Ovis1.6-Gemma2-9B?

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

Ovis1.6-Gemma2-9B on the AMD Ryzen AI Max+ 395

QuantFits?Max contextSpeedBeyond context
FP16 yes 569k 7.9-9.7 t/s ~0.3-0.4 (slow)
Q8 yes 632k 15.8-19.3 t/s ~0.6-0.8 (slow)
Q4 yes 659k 28.2-34.5 t/s ~1.1-1.3 (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 Ovis1.6-Gemma2-9B?โ–ถ

Yes. At Q4 it generates ~28.2-34.5 tok/s and fits up to 659k context; beyond that it spills to SSD swap and slows to ~1.1-1.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 659k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.