---
language: en
license: apache-2.0
tags:
- text-classification
- news-classification
- bbc
- transformers
- pytorch
datasets:
- bbc
metrics:
- accuracy
model_type: bert
---
## 🚀 Demo
👉 https://huggingface.co/spaces/Asphate/nanoclass-bbc-demo

# NanoClass-BBC

**NanoClass-BBC** is a lightweight text classification model trained on the **BBC News dataset**.  
It classifies news articles into predefined categories such as politics, business, sport, tech, and entertainment.

## 📊 Dataset
- **BBC News Dataset**
- Publicly available dataset containing labeled news articles
- Used strictly for research and educational purposes

## 🏷️ Labels
The model predicts one of the following classes:
- Business
- Entertainment
- Politics
- Sport
- Tech

## 🚀 Usage

```python
from transformers import pipeline

classifier = pipeline(
    "text-classification",
    model="Asphate/nanoclass-bbc"
)

classifier("The stock market saw major gains today after the policy announcement.")