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Deepanshu7284/t5-small-finetuned-cnn-news

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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t5-small-finetuned-cnn-news

This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.2247
  • —Rouge1: 24.0545
  • —Rouge2: 9.1969
  • —Rougel: 19.6469
  • —Rougelsum: 22.1421

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: 0.00056
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsum
2.0821.07182.135823.80219.080319.631922.0566
1.85092.014362.176824.34389.813320.112822.2535
1.68813.021542.188324.40249.312320.196422.642
1.5694.028722.212724.49129.855920.518222.7666
1.48015.035902.224724.05459.196919.646922.1421

Framework versions

  • —Transformers 4.44.2
  • —Pytorch 2.5.0+cu121
  • —Datasets 3.1.0
  • —Tokenizers 0.19.1