Frozen CLIP image-encoder. Stable Diffusion Image Variation uses the vision portion of
CLIP,
specifically the clip-vit-large-patch14 variant.


unet (UNet2DConditionModel) — Conditional U-Net architecture to denoise the encoded image latents.


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.


safety_checker (S