| 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. | |