hate_v2_final-tulio-chilean-spanish-bert

This model is a fine-tuned version of dccuchile/tulio-chilean-spanish-bert on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.2809
• F1: 0.7827

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: 3e-05
• train_batch_size: 32
• eval_batch_size: 32
• seed: 13
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: polynomial
• num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	F1
0.3435	1.0	773	0.2687	0.7640
0.1946	2.0	1546	0.2809	0.7827

Framework versions

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