// RUN โ€” FITS

Can the Instinct MI440X run Qwen2-57B-A14B?

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

Qwen2-57B-A14B on the Instinct MI440X

QuantFits?Max contextSpeedBeyond context
FP16 yes 860k 108.3-132.4 t/s ~0.2-0.3 (slow)
Q8 yes 1034k 216.6-264.8 t/s ~0.4-0.5 (slow)
Q4 yes 1111k 386.8-472.8 t/s ~0.8-1 (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 Qwen2-57B-A14B?โ–ถ

Yes. At Q4 it generates ~386.8-472.8 tok/s and fits up to 1111k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.8-1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1111k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.