image  IP-Adapter masking applied  no IP-Adapter masking applied  Specific use cases IP-Adapter’s image prompting and compatibility with other adapters and models makes it a versatile tool for a variety of use cases. This section covers some of the more popular applications of IP-Adapter, and we can’t wait to see what you come up with!  Face model Generating accurate faces is challenging because they are complex and nuanced. Diffusers supports two IP-Adapter checkpoints specifically trained to generate faces: ip-adapter-full-face_sd15.safetensors is conditioned with images of cropped faces and removed backgrounds ip-adapter-plus-face_sd15.safetensors uses patch embeddings and is conditioned with images of cropped faces  IP-Adapter-FaceID is a face-specific IP-Adapter trained with face ID embeddings instead of CLIP image embeddings, allowing you to generate more consistent faces in different contexts and styles. Try out this popular community pipeline and see how it compares to the other face IP-Adapters. For face models, use the h94/IP-Adapter checkpoint. It is also recommended to use DDIMScheduler or EulerDiscreteScheduler for face models.   Copied import torch