// RUN โ€” FITS

Can the AMD Radeon RX 7900 XTX run Qwen2.5-Coder (32B)?

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

Qwen2.5-Coder (32B) on the AMD Radeon RX 7900 XTX

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 9k 33.2-40.6 t/s ~1.4-1.7 (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 XTX run Qwen2.5-Coder (32B)?โ–ถ

Yes. At Q4 it generates ~33.2-40.6 tok/s and fits up to 9k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.4-1.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 9k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.