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bogdancazan/pegasus-text-simplification_1e4_adafactor_wikilarge_20epici

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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pegasus-text-simplification1e4adafactorwikilarge20epici

This model is a fine-tuned version of google/pegasus-x-base on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.3934

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: 0.0001
  • —trainbatchsize: 128
  • —evalbatchsize: 128
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 20

Training results

Training LossEpochStepValidation Loss
0.95421.08030.3416
0.31112.016060.3372
0.29193.024090.3356
0.26594.032120.3389
0.24765.040150.3421
0.23516.048180.3474
0.22157.056210.3496
0.21418.064240.3548
0.20159.072270.3607
0.192110.080300.3628
0.186311.088330.3706
0.179412.096360.3734
0.175313.0104390.3781
0.169714.0112420.3814
0.165915.0120450.3839
0.162616.0128480.3878
0.159117.0136510.3890
0.157518.0144540.3921
0.155619.0152570.3921
0.154520.0160600.3934

Framework versions

  • —Transformers 4.30.2
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.13.1
  • —Tokenizers 0.13.3