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ddpt-policy-0.01multiwoz21
ConvLab/ddpt-policy-0.01multiwoz21
ddpt-policy-0.01multiwoz21 is a machine learning model from ConvLab. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
This is a DDPT model (https://aclanthology.org/2022.coling-1.21/) trained on 1 percent of MultiWOZ 2.1
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Public
Updated Nov 28, 2022
Repo size
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Nov 28, 2022
- Updated
- Nov 28, 2022
- SHA
- ee4d2b4f
Datasets
Model card
From the Hugging Face model README
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
- License
- apache-2.0
- Languages
- en
- Created
- Nov 28, 2022
- Updated
- Nov 28, 2022