metadata
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
from transformers import pipeline
classifier = pipeline(
"text-classification",
model="Asphate/nanoclass-bbc"
)
classifier("The stock market saw major gains today after the policy announcement.")