// RUN โ€” FITS

Can the AMD Radeon RX 7900 XTX run Surya?

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

Surya on the AMD Radeon RX 7900 XTX

QuantFits?Max contextSpeedBeyond context
FP16 yes 303k 826.2-1009.8 t/s ~34.4-42.1 (slow)
Q8 yes 308k 1652.5-2019.7 t/s ~68.9-84.2 (slow)
Q4 yes 311k 2950.8-3606.6 t/s ~123-150.3 (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 7900 XTX run Surya?โ–ถ

Yes. At Q4 it generates ~2950.8-3606.6 tok/s and fits up to 311k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~123-150.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 311k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.