// RUN โ€” FITS

Can the NVIDIA GeForce RTX 2050 run Stable Diffusion (LDM-KL-8-G)?

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

Stable Diffusion (LDM-KL-8-G) on the NVIDIA GeForce RTX 2050

QuantFits?Max contextSpeedBeyond context
FP16 yes 32k 28.2-33.6 t/s ~2.5-3 (slow)
Q8 yes 54k 56.4-67.2 t/s ~5-6 (slow)
Q4 yes 64k 100.7-120 t/s ~9-10.7 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA GeForce RTX 2050 run Stable Diffusion (LDM-KL-8-G)?โ–ถ

Yes. At Q4 it generates ~100.7-120 tok/s and fits up to 64k context; beyond that it spills to SSD swap and slows to ~9-10.7 tok/s.

How much context fits?โ–ถ

At Q4, up to about 64k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.