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This model was trained from scratch on the cfilt/HiNER-original dataset.

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: 16
  • eval_batch_size: 8
  • seed: 1
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10.0

Framework versions

  • Transformers 4.14.0
  • Pytorch 1.9.1
  • Datasets 1.15.1
  • Tokenizers 0.10.3
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Dataset used to train cfilt/HiNER-original-muril-base-cased

Evaluation results