// RUN โ€” FITS

Can the AMD Radeon RX 6800 XT run Typhoon 2.1 Gemma 4B?

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

Typhoon 2.1 Gemma 4B on the AMD Radeon RX 6800 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 80k 40.3-49.3 t/s ~3.2-3.9 (slow)
Q8 yes 141k 80.6-98.6 t/s ~6.3-7.7 (slow)
Q4 yes 168k 144-176 t/s ~11.3-13.8 (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 Typhoon 2.1 Gemma 4B?โ–ถ

Yes. At Q4 it generates ~144-176 tok/s and fits up to 168k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~11.3-13.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 168k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.