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@@ -28,6 +28,9 @@ It achieves the following results on the evaluation set:
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  - Recall: 0.6937
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  - F1: 0.6917
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  ## Model description
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  The code begins by loading a DistilBERT model and tokenizer configured for sequence classification with two possible labels. It then preprocesses the data: training and testing text sequences are tokenized using BERT, ensuring uniform length with padding and truncation to 256 tokens.
 
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  - Recall: 0.6937
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  - F1: 0.6917
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+ ## IMPORTANT NOTE
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+ When using the model, please note that `LABEL_0` refers to non-violation and `LABEL_1` refers to a violation. Moreso, you can find the code for building the model within this repository. It is titled `code.ipynb`.
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  ## Model description
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  The code begins by loading a DistilBERT model and tokenizer configured for sequence classification with two possible labels. It then preprocesses the data: training and testing text sequences are tokenized using BERT, ensuring uniform length with padding and truncation to 256 tokens.