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summary-bbc-dataset-v3

This model is a fine-tuned version of ifyou819/summary-bbc-dataset-v2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 3.4933

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-05
  • 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
4.2223 1.0 389 4.4309
4.036 2.0 778 4.1116
4.5664 3.0 1167 3.7281
4.433 4.0 1556 3.5458

ROUGE

  • ROUGE-1: 0.49982644153722755
  • ROUGE-2: 0.3573461939690437
  • ROUGE-L: 0.3885775705849566

Framework versions

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