// RUN โ€” FITS

Can the AMD Instinct MI455X run OmniFusion-7B (InternViT-6B-448px V1-2)?

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

OmniFusion-7B (InternViT-6B-448px V1-2) on the AMD Instinct MI455X

QuantFits?Max contextSpeedBeyond context
FP16 yes 2264k 492.3-601.8 t/s ~1-1.2 (slow)
Q8 yes 2340k 984.7-1203.5 t/s ~2-2.5 (slow)
Q4 yes 2374k 1758.4-2149.1 t/s ~3.6-4.4 (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 MI455X run OmniFusion-7B (InternViT-6B-448px V1-2)?โ–ถ

Yes. At Q4 it generates ~1758.4-2149.1 tok/s and fits up to 2374k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.6-4.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 2374k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.