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reformer-clm

This casual language model was trained from scratch on CNN/Dailymail dataset. It achieves the following results on the evaluation set:

  • Loss: 2.7783

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: 2e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine_with_restarts
  • lr_scheduler_warmup_steps: 500
  • num_epochs: 10

Training results

Training Loss Epoch Step Validation Loss
3.8321 1.0 18412 3.8074
3.4965 2.0 36824 3.4223
3.1927 3.0 55236 3.0815
3.046 4.0 73648 2.9270
2.9781 5.0 92060 2.8515
2.9398 6.0 110472 2.8082
2.9293 7.0 128884 2.7904
2.9212 8.0 147296 2.7817
2.9169 9.0 165708 2.7787
2.9197 10.0 184120 2.7783

Framework versions

  • Transformers 4.6.1
  • Pytorch 1.9.0
  • Datasets 1.2.1
  • Tokenizers 0.10.3
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Evaluation results

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