Mask_awesome_eli5_mlm_model

This model is a fine-tuned version of distilroberta-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.9796

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: linear
  • num_epochs: 4

Training results

Training Loss Epoch Step Validation Loss
1.7361 1.0 1131 2.0661
1.8475 2.0 2262 2.0314
1.983 3.0 3393 2.0085
2.0677 4.0 4524 1.9931

Framework versions

  • Transformers 4.27.1
  • Pytorch 2.0.1+cu118
  • Datasets 2.9.0
  • Tokenizers 0.13.3
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