// RUN โ€” FITS

Can the AMD Radeon RX 7900 XTX run DeepHermes 3 - Mistral 24B?

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

DeepHermes 3 - Mistral 24B on the AMD Radeon RX 7900 XTX

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 27k 45-55 t/s ~1.9-2.3 (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 DeepHermes 3 - Mistral 24B?โ–ถ

Yes. At Q4 it generates ~45-55 tok/s and fits up to 27k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1.9-2.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 27k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.