Zafer Cavdar
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Fixed alignments
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README.md
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# distilbert-base-turkish-cased-emotion
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## Model description:
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[Distilbert-base-turkish-cased](https://huggingface.co/dbmdz/distilbert-base-turkish-cased) finetuned on the emotion dataset using HuggingFace Trainer with below Hyperparameters
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```
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learning rate 2e-5,
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batch size 64,
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| Model | Accuracy | F1 Score | Test Sample per Second |
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| --- | --- | --- | --- |
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| [Distilbert-base-turkish-cased-emotion](https://huggingface.co/
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## How to Use the model:
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```python
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from transformers import pipeline
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classifier = pipeline("text-classification",
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prediction = classifier("Bu kütüphaneyi seviyorum, en iyi yanı kolay kullanımı.", )
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print(prediction)
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# distilbert-base-turkish-cased-emotion
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## Model description:
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[Distilbert-base-turkish-cased](https://huggingface.co/dbmdz/distilbert-base-turkish-cased) finetuned on the emotion dataset (Translated to Turkish via Google Translate API) using HuggingFace Trainer with below Hyperparameters
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```
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learning rate 2e-5,
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batch size 64,
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| Model | Accuracy | F1 Score | Test Sample per Second |
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| --- | --- | --- | --- |
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| [Distilbert-base-turkish-cased-emotion](https://huggingface.co/zafercavdar/distilbert-base-turkish-cased-emotion) | 83.25 | 83.17 | 232.197 |
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## How to Use the model:
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```python
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from transformers import pipeline
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classifier = pipeline("text-classification",
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model='zafercavdar/distilbert-base-turkish-cased-emotion',
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return_all_scores=True)
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prediction = classifier("Bu kütüphaneyi seviyorum, en iyi yanı kolay kullanımı.", )
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print(prediction)
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