// RUN โ€” FITS

Can the AMD Instinct MI325X run StableLM-3B-4E1T?

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

StableLM-3B-4E1T on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 3486k 676.1-826.3 t/s ~4.5-5.5 (slow)
Q8 yes 3528k 1352.2-1652.7 t/s ~9-11 (slow)
Q4 yes 3547k 2414.6-2951.2 t/s ~16.1-19.7 (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 StableLM-3B-4E1T?โ–ถ

Yes. At Q4 it generates ~2414.6-2951.2 tok/s and fits up to 3547k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~16.1-19.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 3547k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.