// RUN โ€” FITS

Can the Instinct MI430X run Qwen2.5-72B?

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

Qwen2.5-72B on the Instinct MI430X

QuantFits?Max contextSpeedBeyond context
FP16 yes 765k 101-123.4 t/s ~0.2-0.2 (slow)
Q8 yes 986k 201.9-246.8 t/s ~0.3-0.4 (slow)
Q4 yes 1084k 360.6-440.7 t/s ~0.6-0.8 (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 Qwen2.5-72B?โ–ถ

Yes. At Q4 it generates ~360.6-440.7 tok/s and fits up to 1084k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.6-0.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1084k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.