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[Sweep Complete] Update model card with best run

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+
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+ ---
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+ language: ar
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+ tags:
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+ - graduation-project
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+ - multilingual-hatespeech-detection-model
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+ ---
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+ ## Hyperparameter Search Results
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+
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+ ### Best Run: 20260605_231636
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+ **Best F1 (Validation):** 0.9619
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+ **Learning Rate:** 2e-05
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+ **Batch Size:** 16
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+ **Epochs (max):** 3 (Training stopped early if no improvement for 2 epochs)
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+
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+ ## Notes
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+ Hyperparameter sweep completed with early stopping. Check the `metrics/` folder for detailed metrics of all runs and `eval/` for confusion matrices.