// RUN โ€” FITS

Can the AMD Instinct MI325X run InternVL2_5-78B?

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

InternVL2_5-78B on the AMD Instinct MI325X

QuantFits?Max contextSpeedBeyond context
FP16 yes 236k 24.1-29.5 t/s ~0.2-0.2 (slow)
Q8 yes 475k 48.2-58.9 t/s ~0.3-0.4 (slow)
Q4 yes 580k 86.1-105.2 t/s ~0.6-0.7 (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 InternVL2_5-78B?โ–ถ

Yes. At Q4 it generates ~86.1-105.2 tok/s and fits up to 580k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~0.6-0.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 580k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.