// RUN โ€” FITS

Can the AMD Radeon RX 7800 XT run Wu Dao Aquila-7B?

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

Wu Dao Aquila-7B on the AMD Radeon RX 7800 XT

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 47k 56.2-68.6 t/s ~3.6-4.4 (slow)
Q4 yes 71k 100.3-122.6 t/s ~6.4-7.9 (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 7800 XT run Wu Dao Aquila-7B?โ–ถ

Yes. At Q4 it generates ~100.3-122.6 tok/s and fits up to 71k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.4-7.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 71k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.