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---
language:
- ar
- en
tags:
- graduation-project
- hate-speech-detection
- marbert
- text-classification
---
## Hyperparameter Search Results
### Best Run: 20260606_161024
**Best Validation Macro F1:** 0.9852
**Model:** UBC-NLP/MARBERT
**Learning Rate:** 3e-05
**Batch Size:** 64
**Epochs Max:** 5
**Early Stopping Patience:** 2
## Notes
Hyperparameter sweep completed with early stopping based on validation macro F1.
Check the `metrics/` folder for detailed metrics and the `eval/` folder for confusion matrices.
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