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summary-bbc-dataset-v4

This model is a fine-tuned version of ifyou819/summary-bbc-dataset-v3 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 3.2621

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: 1e-06
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4

Training results

Training Loss Epoch Step Validation Loss
3.2299 1.0 389 3.4385
3.56 2.0 778 3.3635
4.2156 3.0 1167 3.3195
4.1832 4.0 1556 3.3035

ROUGE

  • ROUGE-1: 0.5040214396428574
  • ROUGE-2: 0.3629922009566342
  • ROUGE-L: 0.3890022946297522

Framework versions

  • Transformers 4.41.2
  • Pytorch 2.1.2
  • Datasets 2.18.0
  • Tokenizers 0.19.1
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