// RUN โ€” FITS

Can the AMD Radeon RX 7900 XT run VILA1.5-13B?

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

VILA1.5-13B on the AMD Radeon RX 7900 XT

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 21k 37.4-45.7 t/s ~1.9-2.3 (slow)
Q4 yes 57k 66.7-81.5 t/s ~3.3-4.1 (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 Radeon RX 7900 XT run VILA1.5-13B?โ–ถ

Yes. At Q4 it generates ~66.7-81.5 tok/s and fits up to 57k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.3-4.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 57k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.