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metadata
license: apache-2.0
tags:
  - generated_from_trainer
model-index:
  - name: distilbart-podimo-data-7
    results: []

distilbart-podimo-data-7

This model is a fine-tuned version of sshleifer/distilbart-cnn-12-6 on an unknown dataset.

Model description

model rouge1 rouge2 rougeL rougeLsum
sshleifer/distilbart-cnn-12-6 0.202654 0.025766 0.123072 0.130183
emmyapi/distilbart-podimo-data-3 0.235147 0.047087 0.151535 0.161782
emmyapi/distilbart-podimo-data-4 0.236926 0.048327 0.153539 0.165026
emmyapi/distilbart-podimo-data-5 0.259024 0.061665 0.167187 0.178399
emmyapi/distilbart-podimo-data-7 0.298888 0.059900 0.159479 0.185049

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: 5e-05
  • train_batch_size: 1
  • eval_batch_size: 1
  • seed: 42
  • gradient_accumulation_steps: 50
  • total_train_batch_size: 50
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 3

Training results

Framework versions

  • Transformers 4.23.1
  • Pytorch 1.11.0
  • Datasets 2.2.1
  • Tokenizers 0.12.1