baitblocker

This model is a fine-tuned version of cahya/bert-base-indonesian-1.5G on the id_clickbait dataset. It achieves the following results on the evaluation set:

• Loss: 0.4660
• Accuracy: 0.8347

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-06
• 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
• num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.4025	1.0	1500	0.4074	0.827
0.3581	2.0	3000	0.4090	0.8283
0.333	3.0	4500	0.4660	0.8347

Framework versions

• Transformers 4.25.1
• Pytorch 1.13.1+cu116
• Datasets 2.8.0
• Tokenizers 0.13.2