I am unable to import a pretrained BERT checkpoints trained with Tensorflow 2.
I get the error “AttributeError: ‘BertForPreTraining’ object has no attribute ‘shape’”. I have tried both the “transformers-cli convert” and the “.from_pretrained”, basically stopping at the same issue.
It also affects the official BERT models. I have no issues loading the official BERT-model trained for TF1.x, however trying to load the official TF2.0/Keras-model is giving me the same error.
This Colab Gist downloads the three official models hosted at gs://cloud-tpu-checkpoints and tries to load them into Huggingface: