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README.md
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base_model: dbmdz/bert-base-turkish-cased
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tags:
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- generated_from_trainer
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model-index:
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- name: bert-duygua15
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results: []
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# bert-duygua15
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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 an unknown dataset.
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 75 | 0.
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### Framework versions
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- Transformers 4.40.
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- Pytorch 2.2.1+cu121
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- Datasets 2.19.
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- Tokenizers 0.19.1
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base_model: dbmdz/bert-base-turkish-cased
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: bert-duygua15
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results: []
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# bert-duygua15
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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 an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2994
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- Accuracy: 0.9392
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 7
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 75 | 0.1725 | 0.935 |
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| No log | 2.0 | 150 | 0.1828 | 0.9442 |
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| No log | 3.0 | 225 | 0.1881 | 0.9442 |
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| No log | 4.0 | 300 | 0.2715 | 0.9317 |
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| No log | 5.0 | 375 | 0.2700 | 0.94 |
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| No log | 6.0 | 450 | 0.2824 | 0.9417 |
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| 0.0995 | 7.0 | 525 | 0.2994 | 0.9392 |
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### Framework versions
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- Transformers 4.40.2
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- Pytorch 2.2.1+cu121
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- Datasets 2.19.1
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- Tokenizers 0.19.1
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model.safetensors
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size 442502140
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