": region_to_phrase_position,
                "visual_embeds": visual_embeds,
                "visual_token_type_ids": visual_token_type_ids,
                "visual_attention_mask": visual_attention_mask,
            }
        )

        labels = torch.ones(
            (1, inputs["input_ids"].shape[-1] + visual_embeds.shape[-2], visual_embeds.shape[-2])
        )  # Batch size 1

        outputs = model(**inputs, labels=labels)
        loss = outputs.loss
        scores = outputs.logits
        ```NzG`region_to_phrase_position` should not be None when using Flickr Model.r