// RUN โ€” FITS

Can the AMD Radeon RX 7900 XTX run Granite 3.1 2B?

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

Granite 3.1 2B on the AMD Radeon RX 7900 XTX

QuantFits?Max contextSpeedBeyond context
FP16 yes 238k 121-147.8 t/s ~5-6.2 (slow)
Q8 yes 276k 241.9-295.7 t/s ~10.1-12.3 (slow)
Q4 yes 293k 432-528 t/s ~18-22 (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 Granite 3.1 2B?โ–ถ

Yes. At Q4 it generates ~432-528 tok/s and fits up to 293k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~18-22 tok/s.

How much context fits?โ–ถ

At Q4, up to about 293k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.