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--- |
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license: mit |
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tags: |
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- generated_from_keras_callback |
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base_model: dbmdz/bert-base-turkish-cased |
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model-index: |
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- name: YSKartal/bert-base-turkish-cased-turkish_offensive_trained_model |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information Keras had access to. You should |
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probably proofread and complete it, then remove this comment. --> |
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# YSKartal/bert-base-turkish-cased-turkish_offensive_trained_model |
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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. |
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It achieves the following results on the evaluation set: |
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- Train Loss: 0.0365 |
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- Validation Loss: 0.4846 |
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- Train F1: 0.6993 |
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- Epoch: 3 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- 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} |
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- training_precision: float32 |
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### Training results |
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| Train Loss | Validation Loss | Train F1 | Epoch | |
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|:----------:|:---------------:|:--------:|:-----:| |
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| 0.3003 | 0.2664 | 0.6971 | 0 | |
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| 0.1866 | 0.3018 | 0.6990 | 1 | |
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| 0.0860 | 0.3803 | 0.7032 | 2 | |
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| 0.0365 | 0.4846 | 0.6993 | 3 | |
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### Framework versions |
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- Transformers 4.23.1 |
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- TensorFlow 2.9.2 |
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- Datasets 2.6.1 |
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- Tokenizers 0.13.1 |
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