// RUN โ€” FITS

Can the NVIDIA GeForce RTX 5070 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

QuantFits?Max contextSpeedBeyond context
FP16 yes 101k 169.2-201.6 t/s ~10.1-12 (slow)
Q8 yes 123k 338.3-403.2 t/s ~20.1-24 (slow)
Q4 yes 133k 604.1-720 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 run LDM-1.45B?โ–ถ

Yes. At Q4 it generates ~604.1-720 tok/s and fits up to 133k 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 133k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.