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@@ -15,6 +15,20 @@ This model was trained with batch_size=32, rank = 24, alpha = 48, lora_dropout=0
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  The model achieved 0.50 f1-score on the test dataset.
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  ## Usage
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  ```python
 
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  The model achieved 0.50 f1-score on the test dataset.
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+ ## Comparison
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+ ### Before:
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+ "QT @user In the original draft of the 7th book, Remus Lupin survived the Battle of Hogwarts. #HappyBirthdayRemusLupin" -> "negative"
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+ Correct: "positive"
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+ ### After:
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+ "QT @user In the original draft of the 7th book, Remus Lupin survived the Battle of Hogwarts. #HappyBirthdayRemusLupin" -> "positive"
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  ## Usage
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  ```python