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README.md
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---
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license: apache-2.0
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---
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---
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language:
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- en
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license: apache-2.0
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tags:
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- dialogue policy
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- task-oriented dialog
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datasets:
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- ConvLab/sgd
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---
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# ddpt-policy-0.01multiwoz21
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This is a DDPT model (https://aclanthology.org/2022.coling-1.21/) trained on 1 percent of [MultiWOZ 2.1](https://huggingface.co/datasets/ConvLab/multiwoz21)
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Refer to [ConvLab-3](https://github.com/ConvLab/ConvLab-3) for model description and usage.
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1e-05
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- train_batch_size: 64
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- seed: 0
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- optimizer: Adam
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- num_epochs: 40
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- use checkpoint which performed best on validation set
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### Framework versions
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- Transformers 4.18.0
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- Pytorch 1.10.2+cu111
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