README.md

metadata

title: SentimentAnalyzer
emoji: 🎭
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 4.40.0
python_version: '3.10'
app_file: app.py
pinned: false
license: mit

Sentiment Analyzer

A full featured sentiment analysis app built with HuggingFace Transformers and Gradio.

Features

• ✅ Single sentence analysis with confidence score + response time
• ✅ Batch analysis up to 20 sentences at once with summary
• ✅ Clean tabbed interface
• ✅ Built in example sentences

Model

| Detail | Info | | Model | distilbert-base-uncased-finetuned-sst-2-english | | Task | Binary Sentiment Classification (POSITIVE / NEGATIVE) | | Accuracy | ~91% on SST-2 benchmark | | Source | HuggingFace Transformers |

Tech Stack

• HuggingFace Transformers (DistilBERT)
• Gradio 4.x
• Python 3.10+

Background

Originally built as a full stack project with Flask REST API + React frontend.
This Space showcases the core ML functionality with an interactive Gradio interface.

Developer

Sawda · BS Computer Engineering Technology · IIU Islamabad
GitHub · LinkedIn