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# gpt2-medium-nlg-sgd
This model is a fine-tuned version of [GPT2-medium](https://huggingface.co/gpt2-medium) on [Schema-Guided Dialogue](https://huggingface.co/datasets/ConvLab/sgd).
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: 5e-5
- train_batch_size: 64
- gradient_accumulation_steps: 2
- total_train_batch_size: 128
- optimizer: AdamW
- lr_scheduler_type: linear
- num_epochs: 20
### Framework versions
- Transformers 4.23.1
- Pytorch 1.10.1+cu111
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