// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4080 run T5Gemma (Gemma 9B-9B)?

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

T5Gemma (Gemma 9B-9B) on the NVIDIA GeForce RTX 4080

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 15k 57.5-68.5 t/s ~3.1-3.7 (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 4080 run T5Gemma (Gemma 9B-9B)?โ–ถ

Yes. At Q4 it generates ~57.5-68.5 tok/s and fits up to 15k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~3.1-3.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 15k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.