Allennlp Does not generate model.tar.gz after training

Question

I am training a coreference resolution model with Alennlp. However after I execute the command train_data_path=<train path> validation_data_path=<dev path> test_data_path=<testpath> dataset_reader=<dataset reader> allennlp train <jsonnet file> -s <output dir> --include-package <training module> it does not produce a model.tar.gz file in the <output dir>.

Any idea why?

edit: I've been running this via polyaxon and somehow the error logs does not appear after it fails. Rightfully once training completes the model.tar.gz file should appear. I think it should be an error that appears during training that fails it but I am unable to inspect it

Answer 1

The Train subcommand will always produce the model.tar.gz archive so long as (1) --dry-run is not supplied to the CLI; and (2) the training process ran to completion without error (cf. code). You likely are having an error during training that needs to be corrected.