// RUN โ€” FITS

Can the AMD Radeon RX 9070 XT run UniRep?

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

UniRep on the AMD Radeon RX 9070 XT

QuantFits?Max contextSpeedBeyond context
FP16 yes 201k 11146.2-13623.1 t/s ~692.3-846.2 (slow)
Q8 yes 201k 22292.3-27246.2 t/s ~1384.6-1692.3 (slow)
Q4 yes 202k 39807.7-48653.8 t/s ~2472.5-3022 (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 9070 XT run UniRep?โ–ถ

Yes. At Q4 it generates ~39807.7-48653.8 tok/s and fits up to 202k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~2472.5-3022 tok/s.

How much context fits?โ–ถ

At Q4, up to about 202k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.