// RUN โ€” FITS

Can the AMD Radeon RX 6900 XT run SEA-LION V3 Gemma2 9B?

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

SEA-LION V3 Gemma2 9B on the AMD Radeon RX 6900 XT

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 32k 35.8-43.8 t/s ~2.8-3.4 (slow)
Q4 yes 62k 64-78.2 t/s ~5-6.1 (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 6900 XT run SEA-LION V3 Gemma2 9B?โ–ถ

Yes. At Q4 it generates ~64-78.2 tok/s and fits up to 62k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5-6.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 62k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.