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Update README.md
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README.md
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---
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language: en
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license: apache-2.0
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tags:
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- text-classification
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- news-classification
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- bbc
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- transformers
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- pytorch
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datasets:
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- bbc
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metrics:
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- accuracy
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model_type: bert
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---
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# NanoClass-BBC
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**NanoClass-BBC** is a lightweight text classification model trained on the **BBC News dataset**.
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It classifies news articles into predefined categories such as politics, business, sport, tech, and entertainment.
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## 📊 Dataset
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- **BBC News Dataset**
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- Publicly available dataset containing labeled news articles
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- Used strictly for research and educational purposes
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## 🏷️ Labels
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The model predicts one of the following classes:
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- Business
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- Entertainment
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- Politics
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- Sport
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- Tech
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## 🚀 Usage
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```python
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from transformers import pipeline
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classifier = pipeline(
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"text-classification",
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model="Asphate/nanoclass-bbc"
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)
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classifier("The stock market saw major gains today after the policy announcement.")
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