Difference between language modeling scripts

Models
1

Hi,

I would like to fine-tune a language model (Tensorflow-based) and see that you have two scripts pertaining to that:

  1. https://github.com/huggingface/notebooks/blob/master/examples/language_modeling-tf.ipynb

  2. https://github.com/huggingface/transformers/blob/master/examples/tensorflow/language-modeling/run_mlm.py

I followed the first script and am quite satisfied with the result. However, I am curious if the second one can be also an option for me.

Could you, please, outline what are the differences between these two scripts and under which circumstances each one should be used? Or, alternatively, could you, please, provide a link to documentation, if such exists, that can answer my question?

I apologize in advance, if my question sounds ignorant, I am quite a newbie in machine learning and mastering it now with HuggingFace ^^

Thank you!