ward_chunking on the pipeline’s UNet so you don’t run the entire feedforward layer at once. Breaking it up into chunks in a loop is more efficient. Check out the Text or image-to-video guide for more details about how certain parameters can affect video generation and how to optimize inference by reducing memory usage.  StableVideoDiffusionPipeline  class diffusers.StableVideoDiffusionPipeline  < source > ( vae: AutoencoderKLTemporalDecoder ima