Model Training in TF Java

I want to train HuggingFace Transformers based TensorFlow models in Java 11.
These models are likely created and trained using TF2 (Python).
Is there support for further training the models created, trained and saved using TF2 in TensorFlow-Java?
Do I need to use TensorFlow-lite instead?

Hi Satish, you should be able to do it, though you are looking at the old tensorflow Java project, which is still based on TF1.x

Take a look at the new official one instead: GitHub - tensorflow/java: Java bindings for TensorFlow