1. Changed the source of the data from a folder with *.txt files to a single jsonl file.
2. The retrieval now occurs during training and validation from a single database. Before single dataloader contained both items and retrieved examples, which made impossible train-test splitting.
3. Minor changes in progress output.

Changed the policy of the saving the model weights during the training. Now not only the best validation loss model but also the last one.