// RUN โ€” FITS

Can the AMD Instinct MI325X run YaLM?

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

YaLM on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 104k 18.9-23.1 t/s ~0.1-0.2 (slow)
Q8 yes 409k 37.8-46.2 t/s ~0.3-0.3 (slow)
Q4 yes 543k 67.5-82.5 t/s ~0.5-0.6 (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 YaLM?โ–ถ

Yes. At Q4 it generates ~67.5-82.5 tok/s and fits up to 543k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.5-0.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 543k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.