// RUN โ€” FITS

Can the AMD Radeon RX 7800 XT run gpt-oss-20b?

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

gpt-oss-20b on the AMD Radeon RX 7800 XT

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 6k 33.6-41 t/s ~2.2-2.6 (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 7800 XT run gpt-oss-20b?โ–ถ

Yes. At Q4 it generates ~33.6-41 tok/s and fits up to 6k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2.2-2.6 tok/s.

How much context fits?โ–ถ

At Q4, up to about 6k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.