// RUN โ€” FITS

Can the Instinct MI430X run data2vec (language)?

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

data2vec (language) on the Instinct MI430X

QuantFits?Max contextSpeedBeyond context
FP16 yes 6020k 10408.7-12721.7 t/s ~17.9-21.8 (slow)
Q8 yes 6031k 20817.3-25443.4 t/s ~35.7-43.7 (slow)
Q4 yes 6036k 37173.8-45434.6 t/s ~63.8-78 (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 data2vec (language)?โ–ถ

Yes. At Q4 it generates ~37173.8-45434.6 tok/s and fits up to 6036k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~63.8-78 tok/s.

How much context fits?โ–ถ

At Q4, up to about 6036k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.