// RUN โ€” FITS

Can the AMD Radeon RX 7900 XT run Qwen-14B?

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

Qwen-14B on the AMD Radeon RX 7900 XT

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 18k 36-44 t/s ~1.8-2.2 (slow)
Q4 yes 55k 64.3-78.6 t/s ~3.2-3.9 (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 7900 XT run Qwen-14B?โ–ถ

Yes. At Q4 it generates ~64.3-78.6 tok/s and fits up to 55k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.2-3.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 55k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.