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