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This is a DDPT model (https://aclanthology.org/2022.coling-1.21/) trained on 1 percent of MultiWOZ 2.1

Refer to 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
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Dataset used to train ConvLab/ddpt-policy-0.01multiwoz21