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# spanish-offensive-language-bert-base-spanish-wwm-cased

This model is a fine-tuned version of [dccuchile/bert-base-spanish-wwm-cased](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased) on the jorgeortizfuentes/spanish-offensive-language dataset.
It achieves the following results on the evaluation set:
- Loss: 0.7753
- F1: 0.5861

## 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: 2e-05
- train_batch_size: 48
- eval_batch_size: 48
- seed: 13
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5

### Training results

| Training Loss | Epoch | Step | Validation Loss | F1     |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 0.6383        | 1.0   | 166  | 0.6105          | 0.4916 |
| 0.5779        | 2.0   | 332  | 0.6027          | 0.5531 |
| 0.4791        | 3.0   | 498  | 0.6503          | 0.5852 |
| 0.3626        | 4.0   | 664  | 0.7753          | 0.5861 |
| 0.2758        | 5.0   | 830  | 0.8416          | 0.5856 |


### Framework versions

- Transformers 4.30.2
- Pytorch 2.1.1+cu121
- Datasets 2.15.0
- Tokenizers 0.13.3

{"language": ["es"], "tags": ["generated_from_trainer"], "datasets": ["jorgeortizfuentes/spanish-offensive-language"], "metrics": ["f1"], "model-index": [{"name": "spanish-offensive-language-bert-base-spanish-wwm-cased", "results": [{"task": {"type": "text-classification", "name": "Text Classification"}, "dataset": {"name": "jorgeortizfuentes/spanish-offensive-language", "type": "jorgeortizfuentes/spanish-offensive-language"}, "metrics": [{"type": "f1", "value": 0.5861096817040292, "name": "F1"}]}]}]}
transformers safetensors bert text-classification generated_from_trainer es dataset:jorgeortizfuentes/spanish-offensive-language model-index autotrain_compatible endpoints_compatible region:us