// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4070 Ti Super run Gemma 2 9B Neogenesis ITA?

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

Gemma 2 9B Neogenesis ITA on the NVIDIA GeForce RTX 4070 Ti Super

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 32k 54.5-65 t/s ~3.2-3.9 (slow)
Q4 yes 62k 97.3-116 t/s ~5.8-6.9 (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 4070 Ti Super run Gemma 2 9B Neogenesis ITA?โ–ถ

Yes. At Q4 it generates ~97.3-116 tok/s and fits up to 62k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~5.8-6.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 62k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.