force_upcast can be set to False - see: https://huggingface.co/madebyollin/sdxl-vae-fp16-fix    A VAE model with KL loss for encoding images into latents and decoding latent representations into images. This model inherits from ModelMixin. Check the superclass documentation for it’s generic methods implemented