// RUN โ€” FITS

Can the AMD Radeon RX 6900 XT run DNABERT?

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

DNABERT on the AMD Radeon RX 6900 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 198k 1466.2-1792 t/s ~114.5-140 (slow)
Q8 yes 200k 2932.4-3584 t/s ~229.1-280 (slow)
Q4 yes 201k 5236.4-6400 t/s ~409.1-500 (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 6900 XT run DNABERT?โ–ถ

Yes. At Q4 it generates ~5236.4-6400 tok/s and fits up to 201k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~409.1-500 tok/s.

How much context fits?โ–ถ

At Q4, up to about 201k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.