Thanks! Those are the same as I had and it turns out the issue was with the breaking changes mentioned here: Major new changes and features
Fixed by:
config = awd_lstm_lm_config.copy()
config['n_hid'] = 1150
and then passing config=config into the language_model_learner parameters.