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vmarklynn/bart-large-cnn-icsi-ami-v3

sourceHugging Facemitupdated 4y agoView on Hugging Face
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bart-large-cnn-samsum-icsi-ami-v3

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

  • —Loss: 3.2328
  • —Rouge1: 39.9389
  • —Rouge2: 12.2256
  • —Rougel: 23.4739
  • —Rougelsum: 36.7757
  • —Gen Len: 155.3529

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
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsumGen Len
No log1.01353.265538.235811.954723.123535.1978163.8824
No log2.02703.232839.938912.225623.473936.7757155.3529
No log3.04053.485240.872811.650522.814337.3518144.7647
2.17984.05404.097740.330710.443722.605936.2414135.1471
2.17985.06754.653741.243210.718822.786837.3837136.1471

Framework versions

  • —Transformers 4.26.1
  • —Pytorch 1.13.1+cu117
  • —Datasets 2.10.1
  • —Tokenizers 0.13.2