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wiki2json

This model is a fine-tuned version of t5-small on the opus_books dataset. It achieves the following results on the evaluation set:

  • Loss: 1.6848
  • Bleu: 4.8968
  • Gen Len: 17.6362

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: 2e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 1
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
1.9187 1.0 3178 1.6848 4.8968 17.6362

Framework versions

  • Transformers 4.18.0
  • Pytorch 1.10.2+cu102
  • Datasets 2.3.2
  • Tokenizers 0.12.1
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Dataset used to train jourlin/wiki2json

Evaluation results