// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4060 Ti 8GB run Typhoon 2.1 Gemma 4B?

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

Typhoon 2.1 Gemma 4B on the NVIDIA GeForce RTX 4060 Ti 8GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 28k 52.6-62.6 t/s ~7.3-8.7 (slow)
Q4 yes 55k 93.9-111.9 t/s ~13-15.5 (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 4060 Ti 8GB run Typhoon 2.1 Gemma 4B?โ–ถ

Yes. At Q4 it generates ~93.9-111.9 tok/s and fits up to 55k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~13-15.5 tok/s.

How much context fits?โ–ถ

At Q4, up to about 55k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.