// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4060 Ti 16GB run Stable Code 3B?

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

Stable Code 3B on the NVIDIA GeForce RTX 4060 Ti 16GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 116k 37.6-44.8 t/s ~5.2-6.2 (slow)
Q8 yes 159k 75.2-89.6 t/s ~10.4-12.4 (slow)
Q4 yes 178k 134.3-160 t/s ~18.6-22.2 (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 Stable Code 3B?โ–ถ

Yes. At Q4 it generates ~134.3-160 tok/s and fits up to 178k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~18.6-22.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 178k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.