// RUN โ€” FITS

Can the AMD Radeon RX 7800 XT run CogView?

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

CogView on the AMD Radeon RX 7800 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 80k 49.1-60.1 t/s ~3.2-3.9 (slow)
Q8 yes 141k 98.3-120.1 t/s ~6.3-7.7 (slow)
Q4 yes 168k 175.5-214.5 t/s ~11.3-13.8 (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 CogView?โ–ถ

Yes. At Q4 it generates ~175.5-214.5 tok/s and fits up to 168k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~11.3-13.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 168k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.