// RUN โ€” FITS

Can the AMD Instinct MI325X run Ring-flash-linear-2.0?

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

Ring-flash-linear-2.0 on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 78k 18.1-22.2 t/s ~0.1-0.1 (slow)
Q8 yes 396k 36.3-44.3 t/s ~0.2-0.3 (slow)
Q4 yes 536k 64.8-79.2 t/s ~0.4-0.5 (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 Ring-flash-linear-2.0?โ–ถ

Yes. At Q4 it generates ~64.8-79.2 tok/s and fits up to 536k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.4-0.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 536k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.