---
title: Sentimental Analysis
emoji: 🏆
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 6.0.1
app_file: app.py
pinned: false
---

# 🧠 DeBERTa-v3 Mood Detector

This Hugging Face Space analyzes emotional mood from text using a fine-tuned **DeBERTa-v3-base multilabel classifier**.

## 🔥 Supported Emotions
- 😡 anger  
- 😨 fear  
- 😁 joy  
- 😢 sadness  
- 😮 surprise  

## 📦 Model Architecture
Custom PyTorch model:
- DeBERTa-v3 backbone
- CLS token → Dropout → Linear classifier
- BCEWithLogits multilabel training

## 🚀 Usage
Enter any text and get:
- Top predicted mood  
- Probability scores for all labels  

Enjoy exploring emotions with AI!