// RUN โ€” FITS

Can the Instinct MI440X run TurboVLA?

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

TurboVLA on the Instinct MI440X

QuantFits?Max contextSpeedBeyond context
FP16 yes 6035k 30870-37730 t/s ~63-77 (slow)
Q8 yes 6039k 61740-75460 t/s ~126-154 (slow)
Q4 yes 6040k 110250-134750 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 Instinct MI440X run TurboVLA?โ–ถ

Yes. At Q4 it generates ~110250-134750 tok/s and fits up to 6040k 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 6040k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.