multi_language_rl_model/README.md

---
title: Multi-Language RL Model
emoji: 🌍
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: "3.50.2"
app_file: app.py
pinned: false
---

# 🌍 Multi-Language RL Model

This repository hosts a lightweight Multi-Language Reinforcement Learning (RL)-style fine-tuned model for text classification.  
Built with `Gradio` UI + `XLM-RoBERTa` transformer model.

🚀 **Features**:
- Supports **multiple languages** (English, Hindi, French, German, etc.).
- Fine-tuned via **RL-style agent simulation**.
- **Quantized model** for super-lightweight deployment.
- No API key needed. Runs fully on **CPU** on Hugging Face Spaces!

📌 **How to Use**:
1. Enter any text (any language) into the input box.
2. Model will classify it as **Correct** or **Incorrect**.
3. Enjoy the multilingual support!

🛠️ **Tech Stack**:
- 🤗 Hugging Face Transformers
- 📚 Datasets (CSV based)
- 🛡️ Gradio Frontend
- 🔥 PyTorch Backend
- 🧹 Lightweight Quantized Model

👨‍💻 **Developer**:  
[Siva Mallikarjun Parvatham]