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pegasus-text-simplification_1e4_adafactor_wikilarge_20epici

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
  • train_batch_size: 128
  • eval_batch_size: 128
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 20

Training results

Training Loss Epoch Step Validation Loss
0.9542 1.0 803 0.3416
0.3111 2.0 1606 0.3372
0.2919 3.0 2409 0.3356
0.2659 4.0 3212 0.3389
0.2476 5.0 4015 0.3421
0.2351 6.0 4818 0.3474
0.2215 7.0 5621 0.3496
0.2141 8.0 6424 0.3548
0.2015 9.0 7227 0.3607
0.1921 10.0 8030 0.3628
0.1863 11.0 8833 0.3706
0.1794 12.0 9636 0.3734
0.1753 13.0 10439 0.3781
0.1697 14.0 11242 0.3814
0.1659 15.0 12045 0.3839
0.1626 16.0 12848 0.3878
0.1591 17.0 13651 0.3890
0.1575 18.0 14454 0.3921
0.1556 19.0 15257 0.3921
0.1545 20.0 16060 0.3934

Framework versions

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