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---
license: mit
tags:
- generated_from_keras_callback
base_model: dbmdz/bert-base-turkish-cased
model-index:
- name: YSKartal/bert-base-turkish-cased-turkish_offensive_trained_model
results: []
---
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
# YSKartal/bert-base-turkish-cased-turkish_offensive_trained_model
This model is a fine-tuned version of [dbmdz/bert-base-turkish-cased](https://huggingface.co/dbmdz/bert-base-turkish-cased) on [offenseval2020_tr](https://huggingface.co/datasets/offenseval2020_tr) dataset.
It achieves the following results on the evaluation set:
- Train Loss: 0.0365
- Validation Loss: 0.4846
- Train F1: 0.6993
- Epoch: 3
## 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': 'Adam', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 7936, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
- training_precision: float32
### Training results
| Train Loss | Validation Loss | Train F1 | Epoch |
|:----------:|:---------------:|:--------:|:-----:|
| 0.3003 | 0.2664 | 0.6971 | 0 |
| 0.1866 | 0.3018 | 0.6990 | 1 |
| 0.0860 | 0.3803 | 0.7032 | 2 |
| 0.0365 | 0.4846 | 0.6993 | 3 |
### Framework versions
- Transformers 4.23.1
- TensorFlow 2.9.2
- Datasets 2.6.1
- Tokenizers 0.13.1
|