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Update README.md
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README.md
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@@ -22,6 +22,14 @@ metrics:
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num_train_epochs=8,
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```
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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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num_train_epochs=8,
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```
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## Model Performance Comparision on Emotion Dataset from Twitter:
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| Model | Accuracy | F1 Score | Test Loss | Test Sample per Second |
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| --- | --- | --- | --- | --- |
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| Distilbert-base-uncased | 93.8 | 93.79 | 0.1472 | 398.69 |
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| Bert-base-uncased | 94.05 | 94.06 | 0.1577 | 190.152 |
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| Roberta-base | 93.95 | 93.97 | 0.1437 | 195.639 |
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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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