// RUN โ€” FITS

Can the AMD Instinct MI325X run TurboVLA?

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

TurboVLA on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 3565k 9450-11550 t/s ~63-77 (slow)
Q8 yes 3568k 18900-23100 t/s ~126-154 (slow)
Q4 yes 3569k 33750-41250 t/s ~225-275 (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 TurboVLA?โ–ถ

Yes. At Q4 it generates ~33750-41250 tok/s and fits up to 3569k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~225-275 tok/s.

How much context fits?โ–ถ

At Q4, up to about 3569k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.