// RUN โ€” FITS

Can the AMD Radeon RX 7900 XT run Nanbeige2-16B-Chat?

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

Nanbeige2-16B-Chat on the AMD Radeon RX 7900 XT

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 4k 31.9-39 t/s ~1.6-1.9 (slow)
Q4 yes 31k 57-69.6 t/s ~2.8-3.5 (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 Nanbeige2-16B-Chat?โ–ถ

Yes. At Q4 it generates ~57-69.6 tok/s and fits up to 31k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2.8-3.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 31k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.