enizer_2 (CLIPTokenizer) —
A CLIPTokenizer to tokenize text.   unet (UNet2DConditionModel) —
A UNet2DConditionModel to denoise the encoded image latents.   controlnet (ControlNetXSModel —
Provides additional conditioning to the unet during the denoising process.   scheduler (SchedulerMixin) —
A scheduler to be used in combination with unet to denoise the encoded image latents. Can be one of
DDIMScheduler, LMSDiscreteScheduler, or PNDMScheduler.