---
language:
- ar
- en
tags:
- graduation-project
- hate-speech-detection
- marbert
- text-classification
---

## Hyperparameter Search Results

### Best Run: 20260607_174705

**Best Validation Macro F1:** 0.9776

**Model:** UBC-NLP/MARBERT

**Learning Rate:** 3e-05

**Batch Size:** 32

**Epochs Max:** 6

**Early Stopping Patience:** 2

## Notes

Hyperparameter sweep completed with early stopping based on validation macro F1.

Metrics are stored under:

`metrics/UBC_NLP_MARBERT/`

Models are stored under:

`models/UBC_NLP_MARBERT/`

Confusion matrices are stored under:

`eval/UBC_NLP_MARBERT/`

Each run includes overall, Arabic, and English test metrics when the `language` column is available.