// RUN โ€” FITS

Can the AMD Radeon RX 6800 XT run TurboVLA?

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

TurboVLA on the AMD Radeon RX 6800 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 196k 806.4-985.6 t/s ~63-77 (slow)
Q8 yes 199k 1612.8-1971.2 t/s ~126-154 (slow)
Q4 yes 200k 2880-3520 t/s ~225-275 (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 TurboVLA?โ–ถ

Yes. At Q4 it generates ~2880-3520 tok/s and fits up to 200k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~225-275 tok/s.

How much context fits?โ–ถ

At Q4, up to about 200k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.