// RUN โ€” FITS

Can the Instinct MI440X run Janus 1.3B?

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

Janus 1.3B on the Instinct MI440X

QuantFits?Max contextSpeedBeyond context
FP16 yes 6002k 4749.2-5804.6 t/s ~9.7-11.8 (slow)
Q8 yes 6022k 9498.5-11609.2 t/s ~19.4-23.7 (slow)
Q4 yes 6030k 16961.5-20730.8 t/s ~34.6-42.3 (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 Instinct MI440X run Janus 1.3B?โ–ถ

Yes. At Q4 it generates ~16961.5-20730.8 tok/s and fits up to 6030k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~34.6-42.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 6030k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.