// RUN โ€” FITS

Can the AMD Instinct MI300X 192GB 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 MI300X 192GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 56k 21.3-26 t/s ~0.2-0.2 (slow)
Q8 yes 295k 42.6-52.1 t/s ~0.3-0.4 (slow)
Q4 yes 401k 76.1-93 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 MI300X 192GB run InternVL2_5-78B?โ–ถ

Yes. At Q4 it generates ~76.1-93 tok/s and fits up to 401k 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 401k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.