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Why you have decided to use empty prompt "" when you need to use the unet to build the features from the noise image?
input_ids_for_encoder = tokenizer( "", # args.prompt_template.format(placeholder_token=args.domain_class_token), padding="max_length", truncation=True, max_length=tokenizer.model_max_length, return_tensors="pt" ).input_ids
We know that the image would be something like "a photo of args.domain_class_token" so I'm not sure if this can have an impact on the pretraining
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