// RUN โ€” FITS

Can the AMD Radeon RX 7800 XT run nekomata-14b?

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

nekomata-14b on the AMD Radeon RX 7800 XT

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 32k 49.4-60.4 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 7800 XT run nekomata-14b?โ–ถ

Yes. At Q4 it generates ~49.4-60.4 tok/s and fits up to 32k 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 32k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.