diffusers-ascend-pipeline

Diffusers Pipeline inference guide for Huawei Ascend NPU. Covers environment pre-checks, general Pipeline inference (image and video models), memory optimizations (CPU offload, attention slicing, VAE slicing), LoRA loading and merging, multi‑card inference, and locating the Diffusers API by version. Use this skill whenever a user mentions running Diffusers inference such as FLUX, SDXL, Wan, CogVideoX on Ascend NPU or needs to troubleshoot inference parameters, memory optimization, LoRA integration, or Pipeline API paths.