// RUN โ€” FITS

Can the AMD Radeon RX 6800 XT run Gemma 4 12B?

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

Gemma 4 12B on the AMD Radeon RX 6800 XT

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 7k 26.9-32.9 t/s ~2.1-2.6 (slow)
Q4 yes 40k 48-58.7 t/s ~3.8-4.6 (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 6800 XT run Gemma 4 12B?โ–ถ

Yes. At Q4 it generates ~48-58.7 tok/s and fits up to 40k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.8-4.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 40k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.