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SiddhanthRaja/bart-large-cnn-spotify-podcasts

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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bart-large-cnn-spotify-podcasts

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: 1.3282
  • Rouge1: 0.5073
  • Rouge2: 0.3354
  • Rougel: 0.4104
  • Rougelsum: 0.4098
  • Gen Len: 82.5021

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: 4
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsumGen Len
No log1.02331.26000.48860.31780.39420.393990.6652
No log2.04661.22730.49930.3260.40120.401592.4077
1.06743.06991.25120.51040.34060.41490.414884.0215
1.06744.09321.32820.50730.33540.41040.409882.5021

Framework versions

  • Transformers 4.35.0
  • Pytorch 2.0.0
  • Datasets 2.1.0
  • Tokenizers 0.14.1