 load them when you need them. This parameter also gives you the flexibility to load embeddings from other sources. For example, ComfyUI image embeddings for IP-Adapters are compatible with Diffusers and should work ouf-of-the-box! Call the prepare_ip_adapter_image_embeds() method to encode and generate the image embeddings. Then you can save them to disk with torch.save. If you’re using IP-Adapter with ip_adapter_image_embedding instead of ip_