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bthomas/article2KW_test1.1_barthez-orangesum-title_finetuned_for_summerization

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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article2KWtest1.1barthez-orangesum-titlefinetunedfor_summerization

This model is a fine-tuned version of moussaKam/barthez-orangesum-title on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.0775
  • —Rouge1: 0.2800
  • —Rouge2: 0.0762
  • —Rougel: 0.2806
  • —Rougelsum: 0.2803

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: 5.6e-05
  • —trainbatchsize: 6
  • —evalbatchsize: 6
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 4

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsum
1.63451.019961.32510.28150.07390.28160.2819
1.20162.039921.17400.28360.07270.28370.2838
1.03073.059881.10940.28740.08460.28790.2877
0.9234.079841.07750.28000.07620.28060.2803

Framework versions

  • —Transformers 4.18.0
  • —Pytorch 1.11.0
  • —Datasets 2.3.2
  • —Tokenizers 0.11.0