// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4060 Ti 16GB run nesso 0.4B Instruct?

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

nesso 0.4B Instruct on the NVIDIA GeForce RTX 4060 Ti 16GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 190k 262.8-313.2 t/s ~36.5-43.5 (slow)
Q8 yes 196k 525.6-626.4 t/s ~73-87 (slow)
Q4 yes 198k 938.6-1118.6 t/s ~130.4-155.4 (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 16GB run nesso 0.4B Instruct?โ–ถ

Yes. At Q4 it generates ~938.6-1118.6 tok/s and fits up to 198k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~130.4-155.4 tok/s.

How much context fits?โ–ถ

At Q4, up to about 198k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.