metadata
library_name: transformers
pipeline_tag: text-classification
widget:
- text: Shop Popular Prescription Food & Treats from Trusted Brands at Chewy.
example_title: Product Promotion Example
- text: >-
Protect your pet with wellness & insurance plans at Chewy. Rx coverage, no
payout limits!
example_title: Service Promotion Example
- text: >-
Food your pet will love or we'll make it right with our 100% satisfaction
guarantee Fast delivery of pet food so you can spend more time playing &
less time shopping. Low Prices. Free 365-Day Returns. 24/7 Customer
Service.
example_title: Sales Promotion Example
- text: >-
Join Our Treats™ Rewards Program to Start Earning Points & Receive
Exclusive Discounts. Autoship ...
example_title: Lead Generation Example
- text: Be prepared for the unexpected with CarePlus.
example_title: Brand Awareness Example
- text: >-
New Customers Are Welcome at PetSmart® for Exclusive Deals on the Most
Trusted Brands. Get all Your Pet Essentials With Free Same-Day Delivery or
Curbside Pickup at PetSmart! Weekend Adoption Events. Pet Training.
example_title: Variety Example
Model Card for Model ID
You can use this classifier on Google Ads to determine which of the 5 types of Ad promotions a Google Ad pertains to.
Label Mappings
- LABEL_0: product promotion
- LABEL_1: service promotion
- LABEL_2: sales promotion
- LABEL_3: lead generation
- LABEL_4: brand awareness
Model Description
This classifier is a trained checkpoint of Bert, specifically bert-base-uncased, trained on 10,000 Google Ad inputs. These ads were scraped, cleaned, and labeled using OpenAi 3.5 turbo.