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Pegasus_paraphraser_3

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pegasus
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metadata
tags:
  - generated_from_trainer
model-index:
  - name: Pegasus_paraphraser_3
    results: []

Pegasus_paraphraser_3

This model is a fine-tuned version of Gayathri142214002/Pegasus_paraphraser_2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2735

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: 1
  • eval_batch_size: 1
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 4
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4

Training results

Training Loss Epoch Step Validation Loss
0.2379 0.46 1000 0.2257
0.2471 0.91 2000 0.2310
0.2034 1.37 3000 0.2519
0.2011 1.83 4000 0.2442
0.1772 2.28 5000 0.2644
0.1695 2.74 6000 0.2562
0.1532 3.19 7000 0.2754
0.1417 3.65 8000 0.2735

Framework versions

  • Transformers 4.29.2
  • Pytorch 2.0.1+cu117
  • Datasets 2.12.0
  • Tokenizers 0.13.3