readme: ---
  language:
  - en
  license: apache-2.0
  tags:
  - dialogue policy
  - task-oriented dialog
  datasets:
  - ConvLab/sgd
  
  ---
  
  # ddpt-policy-sgd_0.01multiwoz21
  
  This is a DDPT model (https://aclanthology.org/2022.coling-1.21/) trained on [Schema-Guided Dialog](https://huggingface.co/datasets/ConvLab/sgd) and afterwards on 1 percent of [MultiWOZ 2.1](https://huggingface.co/datasets/ConvLab/multiwoz21)
  
  Refer to [ConvLab-3](https://github.com/ConvLab/ConvLab-3) for model description and usage.
  
  ## Training procedure
  
  ### Training hyperparameters
  
  The following hyperparameters were used during training:
  - learning_rate: 1e-05
  - train_batch_size: 64
  - seed: 0
  - optimizer: Adam
  - num_epochs: 40
  - use checkpoint which performed best on validation set
  ### Framework versions
  - Transformers 4.18.0
  - Pytorch 1.10.2+cu111
  