MuneebAbro commited on
Commit
fdf1029
·
verified ·
1 Parent(s): 520a71d

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +28 -0
README.md ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language: en
3
+ license: apache-2.0
4
+ tags:
5
+ - token-classification
6
+ - ner
7
+ - ecommerce
8
+ - product-extraction
9
+ widget:
10
+ - text: "Samsung Galaxy S23 Ultra, 12GB RAM, 256GB Storage, Price: $1199."
11
+ ---
12
+
13
+ # E-commerce NER Model
14
+
15
+ Fine-tuned DistilBERT model for extracting product information from e-commerce descriptions.
16
+
17
+ ## Usage
18
+ ```python
19
+ from transformers import pipeline
20
+ ner = pipeline("ner", model="MuneebAbro/ecommerce-ner-model")
21
+ result = ner("Samsung Galaxy S23 Ultra, 12GB RAM, 256GB Storage, Price: $1199.")
22
+ ```
23
+
24
+ ## Entities
25
+ - PRODUCT: Product names
26
+ - BRAND: Brand names
27
+ - PRICE: Product prices
28
+ - QUANTITY: Storage, RAM, etc.