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This model is a fine-tuned version of gpt2-xl on the common_gen dataset. It achieves the following results on the evaluation set:

  • Loss: 2.1408

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2.0

Training results

Training Loss Epoch Step Validation Loss
2.2196 1.0 574 2.0510
1.7181 2.0 1148 2.1408

Framework versions

  • Transformers 4.26.1
  • Pytorch 1.11.0+cu113
  • Datasets 2.7.1
  • Tokenizers 0.13.2
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Dataset used to train liujqian/gpt2-xl-finetuned-commongen