// RUN โ€” FITS

Can the Instinct MI430X run ANITA-NEXT 24B Vision?

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

ANITA-NEXT 24B Vision on the Instinct MI430X

QuantFits?Max contextSpeedBeyond context
FP16 yes 1327k 305.8-373.8 t/s ~0.5-0.6 (slow)
Q8 yes 1419k 611.6-747.5 t/s ~1.1-1.3 (slow)
Q4 yes 1459k 1092.2-1334.9 t/s ~1.9-2.3 (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 MI430X run ANITA-NEXT 24B Vision?โ–ถ

Yes. At Q4 it generates ~1092.2-1334.9 tok/s and fits up to 1459k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.9-2.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1459k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.