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Madan490/finetuned_on_citesum_bart_text_summarisation

sourceHugging Facemitupdated 2y agoView on Hugging Face
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Model Card

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finetunedoncitesumbarttext_summarisation

This model is a fine-tuned version of facebook/bart-large-cnn on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3597
  • Rouge1: 0.3541
  • Rouge2: 0.1548
  • Rougel: 0.2659
  • Rougelsum: 0.2657
  • Gen Len: 67.0143

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
  • trainbatchsize: 4
  • evalbatchsize: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 3

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsumGen Len
No log1.03500.34490.34920.15540.26850.26868.7357
0.53592.07000.34580.35160.15310.26470.264667.0714
0.22193.010500.35970.35410.15480.26590.265767.0143

Framework versions

  • Transformers 4.30.0
  • Pytorch 2.3.0+cu121
  • Datasets 2.20.0
  • Tokenizers 0.13.3