multi_language_rl_model/README.md

metadata

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]