// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3090 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 NVIDIA GeForce RTX 3090

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 61k 64.5-76.8 t/s ~2.8-3.3 (slow)
Q4 yes 89k 115.1-137.2 t/s ~4.9-5.9 (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 NVIDIA GeForce RTX 3090 run Llama 3.2 11B?โ–ถ

Yes. At Q4 it generates ~115.1-137.2 tok/s and fits up to 89k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~4.9-5.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 89k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.