// RUN โ€” FITS

Can the AMD Radeon RX 9070 XT run Ovis1.6-Gemma2-9B?

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

Ovis1.6-Gemma2-9B on the AMD Radeon RX 9070 XT

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 18k 39.8-48.6 t/s ~2.5-3 (slow)
Q4 yes 46k 71-86.8 t/s ~4.4-5.4 (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 Radeon RX 9070 XT run Ovis1.6-Gemma2-9B?โ–ถ

Yes. At Q4 it generates ~71-86.8 tok/s and fits up to 46k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4.4-5.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 46k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.