bullying-classifier-model
This model is a fine-tuned version of martin-ha/toxic-comment-model on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.4428
- Accuracy: 0.5232
- F1: 0.4763
- Precision: 0.6445
- Recall: 0.5232
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 25
Training results
Framework versions
- Transformers 4.16.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1
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