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AdTextGenerator
nirajsaran/AdTextGenerator
AdTextGenerator is a text generation model from nirajsaran. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
Generates Ad text copy, for ads for Amazon shopping (fine tuned for electronics and wearables).
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt_neo
- Access
- Public
- Created
- May 9, 2022
- Updated
- May 16, 2022
- SHA
- 3fbf8f98
Try a prompt
Model card
From the Hugging Face model README
Generates Ad text copy, for ads for Amazon shopping (fine tuned for electronics and wearables).
The model is fine tuned on the EleutherAI/gpt-neo-125M model using the Amazon Ads dataset.
Usage Examples:
Select from among the examples in the dropdown or enter your own prompts.
You can try entering brand and product names like Samsung Galaxy to see the ad text generator in action.
Feel free to play around with native Amazon ads which are product descriptions like:
Sony BDPS3700 Streaming Blu-Ray Disc Player with Wi-Fi (Black).
AmazonBasics TV Trolley for 24-43" TVs with Swivel Feature.
Or try additional ad formats, similar to other shopping sites for holiday deals, like:
Big savings on the new Roku Streaming Device
Mothers Day discounts for Apple Watch Wireless Charger USB Charging Cable
Last minute shopping for Samsung headphones for
Model Performance:
The model does quite well on the Electronics and Wearables categories on which it has been fine-tuned. There are, however, occasional hallucinations, though the ad copy is mostly coherent.
In other domains, it doesn't do quite as well...
Halloween Tesla is
Honda on sale
- Task
- Text Generation
- Library
- transformers
- Type
- gpt_neo
- License
- mit
- Created
- May 9, 2022
- Updated
- May 16, 2022