🧠 Text Simplification using FLAN-T5

This project is designed to transform complex text into simpler, more understandable content, specifically targeting three main domains:

• Scientific
• Medical
• General

Built on top of google/flan-t5-large, the model is fine-tuned for text simplification using domain-specific data, and deployed through a user-friendly Streamlit interface.

---

🚀 Quick Links

• 🧠 Model on Hugging Face: epd007/text-simplification-final-version
• 💡 Live App (if hosted): Streamlit Demo

---

📦 Features

• ✍️ Simplifies complex sentences into easy-to-read versions
• 🌐 Domain-specific support: Scientific, Medical, General
• 🤖 Fine-tuned FLAN-T5 transformer model
• ⚡ Interactive UI built with Streamlit
• 🧪 Trained on high-quality paired simplification datasets

---

📊 Model Card

Base Model: google/flan-t5-large
Fine-tuned Model: epd007/text-simplification-final-version

Training Dataset: WikiAuto
Testing Dataset: GEM/wiki_auto_asset_turk

---