// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 Ti run LDM-1.45B?

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

LDM-1.45B on the NVIDIA GeForce RTX 5070 Ti

QuantFits?Max contextSpeedBeyond context
FP16 yes 157k 225.5-268.8 t/s ~10.1-12 (slow)
Q8 yes 180k 451.1-537.6 t/s ~20.1-24 (slow)
Q4 yes 189k 805.5-960 t/s ~36-42.9 (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 5070 Ti run LDM-1.45B?โ–ถ

Yes. At Q4 it generates ~805.5-960 tok/s and fits up to 189k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~36-42.9 tok/s.

How much context fits?โ–ถ

At Q4, up to about 189k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.