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multi_language_rl_model/README.md
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---
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title: Multi-Language RL Model
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emoji: π
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colorFrom: blue
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colorTo: green
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sdk: gradio
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sdk_version: "3.50.2"
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app_file: app.py
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pinned: false
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---
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# π Multi-Language RL Model
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This repository hosts a lightweight Multi-Language Reinforcement Learning (RL)-style fine-tuned model for text classification.
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Built with `Gradio` UI + `XLM-RoBERTa` transformer model.
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π **Features**:
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- Supports **multiple languages** (English, Hindi, French, German, etc.).
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- Fine-tuned via **RL-style agent simulation**.
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- **Quantized model** for super-lightweight deployment.
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- No API key needed. Runs fully on **CPU** on Hugging Face Spaces!
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π **How to Use**:
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1. Enter any text (any language) into the input box.
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2. Model will classify it as **Correct** or **Incorrect**.
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3. Enjoy the multilingual support!
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π οΈ **Tech Stack**:
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- π€ Hugging Face Transformers
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- π Datasets (CSV based)
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- π‘οΈ Gradio Frontend
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- π₯ PyTorch Backend
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- π§Ή Lightweight Quantized Model
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π¨βπ» **Developer**:
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[Siva Mallikarjun Parvatham]
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