// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5060 Ti 16GB run MatterGen?

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

MatterGen on the NVIDIA GeForce RTX 5060 Ti 16GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 200k 3494-4164.1 t/s ~312-371.8 (slow)
Q8 yes 201k 6988-8328.2 t/s ~623.9-743.6 (slow)
Q4 yes 201k 12478.6-14871.8 t/s ~1114.2-1327.8 (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 16GB run MatterGen?โ–ถ

Yes. At Q4 it generates ~12478.6-14871.8 tok/s and fits up to 201k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~1114.2-1327.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 201k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.