// RUN โ€” FITS

Can the AMD Radeon RX 6800 XT run MSA Transformer?

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

MSA Transformer on the AMD Radeon RX 6800 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 199k 1612.8-1971.2 t/s ~126-154 (slow)
Q8 yes 200k 3225.6-3942.4 t/s ~252-308 (slow)
Q4 yes 201k 5760-7040 t/s ~450-550 (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 6800 XT run MSA Transformer?โ–ถ

Yes. At Q4 it generates ~5760-7040 tok/s and fits up to 201k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~450-550 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.