metadata
language:
- en
license: apache-2.0
tags:
- dialogue policy
- task-oriented dialog
datasets:
- ConvLab/sgd
ddpt-policy-0.01multiwoz21
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