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roiyeho/bart-large-samsum

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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bart-large-samsum

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: 1.3635
  • —Rouge1: 0.3962
  • —Rouge2: 0.2011
  • —Rougel: 0.3064
  • —Rougelsum: 0.3064

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: 5e-05
  • —trainbatchsize: 1
  • —evalbatchsize: 1
  • —seed: 42
  • —gradientaccumulationsteps: 16
  • —totaltrainbatch_size: 16
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 1

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsum
1.38240.434001.46660.39950.20140.30610.3064
1.26170.878001.33500.40650.20630.31130.3115

Framework versions

  • —Transformers 4.38.2
  • —Pytorch 2.1.0+cu121
  • —Datasets 2.18.0
  • —Tokenizers 0.15.2