// RUN โ€” FITS

Can the AMD Instinct MI325X run Grover-Mega?

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

Grover-Mega on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 3525k 1260-1540 t/s ~8.4-10.3 (slow)
Q8 yes 3548k 2520-3080 t/s ~16.8-20.5 (slow)
Q4 yes 3558k 4500-5500 t/s ~30-36.7 (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 AMD Instinct MI325X run Grover-Mega?โ–ถ

Yes. At Q4 it generates ~4500-5500 tok/s and fits up to 3558k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~30-36.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 3558k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.