README.md

metadata

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!