AdTextGeneration / README.md
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---
license: mit
inference:
parameters:
temperature: 0.7
use_cache: false
max_length: 200
top_k: 5
top_p: 0.9
widget:
- text: "Sony TV"
example_title: "Amazon Ad text Electronics"
- text: "Apple Watch"
example_title: "Amazon Ad text Wearables"
- text: "Last minute shopping for Samsung headphones for"
example_title: "Ads for shopping deals"
- text: "Labor Day discounts for"
example_title: "Ads for Holiday deals"
metrics:
- bleu
- sacrebleu
---
Generates Ad copy, currently for ads for Amazon shopping (fine tuned for electronics and wearables).
**Usage Examples:**
Enter the bolded text below to get the Amazon ad generated by the model.
**Big savings on the new** Roku Streaming Device
**Mothers Day discounts for** Apple Watch Wireless Charger USB Charging Cable
**Big savings on the new Sony**
**Last minute shopping for Samsung headphones for**
You can try entering brand and product names like Samsung Galaxy to see the ad text generator in action.
Currently fine tuned on the EleutherAI/gpt-neo-125M model
**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...
Tesla for Christmas today,
Honda on sale