// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5090 run LLama 3..2 Typhoon 2 1B?

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

LLama 3..2 Typhoon 2 1B on the NVIDIA GeForce RTX 5090

QuantFits?Max contextSpeedBeyond context
FP16 yes 396k 654.1-779.5 t/s ~14.6-17.4 (slow)
Q8 yes 411k 1308.2-1559 t/s ~29.2-34.8 (slow)
Q4 yes 418k 2336-2784 t/s ~52.1-62.1 (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 5090 run LLama 3..2 Typhoon 2 1B?โ–ถ

Yes. At Q4 it generates ~2336-2784 tok/s and fits up to 418k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~52.1-62.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 418k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.