// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5060 Ti 8GB run LongT5?

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

LongT5 on the NVIDIA GeForce RTX 5060 Ti 8GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 yes 44k 109-129.9 t/s ~9.7-11.6 (slow)
Q4 yes 64k 194.7-232 t/s ~17.4-20.7 (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 5060 Ti 8GB run LongT5?โ–ถ

Yes. At Q4 it generates ~194.7-232 tok/s and fits up to 64k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~17.4-20.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 64k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.