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distil-slovakbert-ner

This model is a fine-tuned version of crabz/distil-slovakbert on the wikiann sk dataset.

  • F1: 0.9307

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: 5e-05
  • train_batch_size: 24
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10.0

Training results

Framework versions

  • Transformers 4.17.0.dev0
  • Pytorch 1.10.0+cu113
  • Datasets 1.15.1
  • Tokenizers 0.11.0
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Dataset used to train crabz/distil-slovakbert-ner

Evaluation results