AllenNLP seq2seq playground

SyntheticQA.ipynb - Synthetic data generator. Used to generate train and test data.
allen_test_conf.json - AllenNLP experiment configuration.
predictor.py - Script, used for inference with trained model

Install & Run

Install dependencies

pip install -r requirements.txt

If you want to build your own configuration, you may use graphical configuration constructor.

allennlp configure

This command will start a web-server with a configuration tool.

Run training

allennlp train -f -s data/stats allen_test_conf.json

Observe various training statistics with Tensoroard

tensorboard --logdir data/stats/log

Apply trained model

python predictor.py