// RUN โ€” FITS

Can the AMD Ryzen AI Max+ 395 run RMBG v2.0?

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

RMBG v2.0 on the AMD Ryzen AI Max+ 395

QuantFits?Max contextSpeedBeyond context
FP16 yes 1728k 364.9-446 t/s ~14.3-17.4 (slow)
Q8 yes 1732k 729.8-891.9 t/s ~28.5-34.8 (slow)
Q4 yes 1733k 1303.2-1592.8 t/s ~50.9-62.2 (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 RMBG v2.0?โ–ถ

Yes. At Q4 it generates ~1303.2-1592.8 tok/s and fits up to 1733k context; beyond that it spills to SSD swap and slows to ~50.9-62.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1733k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.