// RUN โ€” FITS

Can the AMD Ryzen AI Max+ 395 run SeaLLM-7B-v2?

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

SeaLLM-7B-v2 on the AMD Ryzen AI Max+ 395

QuantFits?Max contextSpeedBeyond context
FP16 yes 755k 10.9-13.4 t/s ~0.4-0.5 (slow)
Q8 yes 811k 21.9-26.7 t/s ~0.9-1 (slow)
Q4 yes 836k 39-47.7 t/s ~1.5-1.9 (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 SeaLLM-7B-v2?โ–ถ

Yes. At Q4 it generates ~39-47.7 tok/s and fits up to 836k context; beyond that it spills to SSD swap and slows to ~1.5-1.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 836k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.