// RUN โ€” FITS

Can the AMD Instinct MI325X run Playground v2.5?

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

Playground v2.5 on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 3464k 540-660 t/s ~3.6-4.4 (slow)
Q8 yes 3517k 1080-1320 t/s ~7.2-8.8 (slow)
Q4 yes 3541k 1928.6-2357.1 t/s ~12.9-15.7 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the AMD Instinct MI325X run Playground v2.5?โ–ถ

Yes. At Q4 it generates ~1928.6-2357.1 tok/s and fits up to 3541k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~12.9-15.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 3541k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.