| --- |
| language: |
| - en |
| license: apache-2.0 |
| tags: |
| - dialogue policy |
| - task-oriented dialog |
| datasets: |
| - ConvLab/multiwoz21 |
|
|
| --- |
| |
| # ddpt-policy-sgd |
|
|
| This is a DDPT model (https://aclanthology.org/2022.coling-1.21/) trained on [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: 1 |
| - optimizer: Adam |
| - num_epochs: 40 |
| - use checkpoint which performed best on validation set |
| ### Framework versions |
| - Transformers 4.18.0 |
| - Pytorch 1.10.2+cu111 |
