Fix and improve REALM fine-tuning (#15297)
* Draft
* Add test
* Update src/transformers/models/realm/modeling_realm.py
* Apply suggestion
* Add block_mask
* Update
* Update
* Add block_embedding_to
* Remove no_grad
* Use AutoTokenizer
* Remove model.to overridding
