When I test the images for testcase_in_the_wild and run the code python predict_imagenet_label.py testcase_in_the_wild --model beit_large_patch16_512 --pretrained.
It could generate this issue which is Unknown model (beit_large_patch16_512) for test testcase_in_the_wild