README.md

---
language: en
license: apache-2.0
tags:
- token-classification
- ner
- ecommerce
- product-extraction
widget:
- text: "Samsung Galaxy S23 Ultra, 12GB RAM, 256GB Storage, Price: $1199."
---

# E-commerce NER Model

Fine-tuned DistilBERT model for extracting product information from e-commerce descriptions.

## Usage
```python
from transformers import pipeline
ner = pipeline("ner", model="MuneebAbro/ecommerce-ner-model")
result = ner("Samsung Galaxy S23 Ultra, 12GB RAM, 256GB Storage, Price: $1199.")
```

## Entities
- PRODUCT: Product names
- BRAND: Brand names  
- PRICE: Product prices
- QUANTITY: Storage, RAM, etc.