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incivility-dv3-patana-chilean-spanish-bert-j63zilm4

This model is a fine-tuned version of dccuchile/patana-chilean-spanish-bert on the jorgeortizfuentes/toxicity_spanish_incivility_v3 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5672
  • F1: 0.9135

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: 128
  • eval_batch_size: 128
  • seed: 13
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10

Training results

Training Loss Epoch Step Validation Loss F1
0.1351 5.0 455 0.4608 0.9119
0.0114 10.0 910 0.5672 0.9135

Framework versions

  • Transformers 4.30.2
  • Pytorch 2.0.1+cu117
  • Datasets 2.13.1
  • Tokenizers 0.13.3
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Evaluation results