// RUN — FITS

Can the AMD Radeon RX 6800 XT run CarrotAI (CarrotAI大模型)?

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

CarrotAI (CarrotAI大模型) on the AMD Radeon RX 6800 XT

QuantFits?Max contextSpeedBeyond context
FP16 no
Q8 yes 47k 46.1-56.3 t/s ~3.6-4.4 (slow)
Q4 yes 71k 82.3-100.6 t/s ~6.4-7.9 (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 6800 XT run CarrotAI (CarrotAI大模型)?

Yes. At Q4 it generates ~82.3-100.6 tok/s and fits up to 71k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.4-7.9 tok/s.

How much context fits?

At Q4, up to about 71k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.