---
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.