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# chosenone80/model_save

This model is a fine-tuned version of [CAMeL-Lab/bert-base-arabic-camelbert-ca](https://huggingface.co/CAMeL-Lab/bert-base-arabic-camelbert-ca) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 0.0906
- Validation Loss: 0.1264
- Train Precision: 0.9146
- Train Recall: 0.9154
- Train F1: 0.9150
- Train Accuracy: 0.9657
- Epoch: 2

## 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:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 48420, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32

### Training results

| Train Loss | Validation Loss | Train Precision | Train Recall | Train F1 | Train Accuracy | Epoch |
|:----------:|:---------------:|:---------------:|:------------:|:--------:|:--------------:|:-----:|
| 0.1373     | 0.1417          | 0.9105          | 0.9060       | 0.9083   | 0.9628         | 0     |
| 0.1023     | 0.1244          | 0.9116          | 0.9136       | 0.9126   | 0.9643         | 1     |
| 0.0906     | 0.1264          | 0.9146          | 0.9154       | 0.9150   | 0.9657         | 2     |


### Framework versions

- Transformers 4.35.2
- TensorFlow 2.15.0
- Datasets 2.16.1
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_keras_callback"], "base_model": "CAMeL-Lab/bert-base-arabic-camelbert-ca", "model-index": [{"name": "chosenone80/model_save", "results": []}]}
transformers tf bert token-classification generated_from_keras_callback base_model:CAMeL-Lab/bert-base-arabic-camelbert-ca license:apache-2.0 autotrain_compatible endpoints_compatible region:us