// RUN โ€” FITS

Can the NVIDIA A100 PCIe 80GB run Wuerstchen?

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

Wuerstchen on the NVIDIA A100 PCIe 80GB

QuantFits?Max contextSpeedBeyond context
FP16 yes 1070k 706.3-841.7 t/s ~14.6-17.4 (slow)
Q8 yes 1085k 1412.6-1683.5 t/s ~29.2-34.8 (slow)
Q4 yes 1092k 2522.4-3006.2 t/s ~52.1-62.1 (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 A100 PCIe 80GB run Wuerstchen?โ–ถ

Yes. At Q4 it generates ~2522.4-3006.2 tok/s and fits up to 1092k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~52.1-62.1 tok/s.

How much context fits?โ–ถ

At Q4, up to about 1092k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.