// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4060 Ti 16GB run Distilled Grandmaster?

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

Distilled Grandmaster on the NVIDIA GeForce RTX 4060 Ti 16GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 193k 389.3-464 t/s ~54.1-64.4 (slow)
Q8 yes 198k 778.7-928 t/s ~108.1-128.9 (slow)
Q4 yes 199k 1390.5-1657.1 t/s ~193.1-230.2 (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 Distilled Grandmaster?โ–ถ

Yes. At Q4 it generates ~1390.5-1657.1 tok/s and fits up to 199k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~193.1-230.2 tok/s.

How much context fits?โ–ถ

At Q4, up to about 199k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.