README.md

---
title: Multilingual Toxicity Classifier
emoji: "🛡️"
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: "5.12.0"
app_file: app.py
license: apache-2.0
pinned: false
---

# Multilingual Toxicity Classifier

Binary toxicity classifier for **Turkish**, **Arabic**, and **English**.

## Author

- **[Görkem Yıldız](https://gorkemyildiz.com)**
- GitHub: [gorkem371](https://github.com/gorkem371)
- Website: [gorkemyildiz.com](https://gorkemyildiz.com)


Built with **XLM-RoBERTa-base**, fine-tuned on **120K balanced samples**.

## Model

- Repository: [`gorkem371/toxicity-classifier-xlmr-base-v3`](https://huggingface.co/gorkem371/toxicity-classifier-xlmr-base-v3)
- Architecture: XLM-RoBERTa-base + classification head
- Classes: Not Toxic, Toxic

## Usage

Type or paste any text in Turkish, Arabic, or English and get a toxicity prediction with confidence scores.