// RUN โ€” FITS

Can the FuriosaAI RNGD run Llama 3.2 11B?

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

Llama 3.2 11B on the FuriosaAI RNGD

QuantFits?Max contextSpeedBeyond context
FP16 yes 131k 46-55.9 t/s ~1.2-1.5 (slow)
Q8 yes 196k 92-111.8 t/s ~2.5-3 (slow)
Q4 yes 224k 164.3-199.6 t/s ~4.4-5.3 (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 FuriosaAI RNGD run Llama 3.2 11B?โ–ถ

Yes. At Q4 it generates ~164.3-199.6 tok/s and fits up to 224k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4.4-5.3 tok/s.

How much context fits?โ–ถ

At Q4, up to about 224k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.