// RUN โ€” FITS

Can the NVIDIA GeForce RTX 4060 Ti 8GB run Hybrid H3-355M?

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

Hybrid H3-355M on the NVIDIA GeForce RTX 4060 Ti 8GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 79k 296.1-352.9 t/s ~41.1-49 (slow)
Q8 yes 84k 592.2-705.8 t/s ~82.3-98 (slow)
Q4 yes 86k 1057.5-1260.4 t/s ~146.9-175.1 (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 8GB run Hybrid H3-355M?โ–ถ

Yes. At Q4 it generates ~1057.5-1260.4 tok/s and fits up to 86k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~146.9-175.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 86k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.