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--- |
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license: mit |
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inference: |
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parameters: |
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temperature: 0.7 |
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use_cache: false |
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max_length: 200 |
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top_k: 5 |
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top_p: 0.9 |
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widget: |
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- text: "Sony TV" |
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example_title: "Amazon Ad text Electronics" |
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- text: "Apple Watch" |
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example_title: "Amazon Ad text Wearables" |
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- text: "Last minute shopping for Samsung headphones for" |
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example_title: "Ads for shopping deals" |
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- text: "Labor Day discounts for" |
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example_title: "Ads for Holiday deals" |
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metrics: |
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- bleu |
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--- |
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Generates Ad text copy, for ads for Amazon shopping (fine tuned for electronics and wearables). |
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The model is fine tuned on the EleutherAI/gpt-neo-125M model using the Amazon Ads dataset. |
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**Usage Examples:** |
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Select from among the examples in the dropdown or enter your own prompts. |
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You can try entering brand and product names like Samsung Galaxy to see the ad text generator in action. |
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Feel free to play around with native Amazon ads which are product descriptions like: |
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**Sony** BDPS3700 Streaming Blu-Ray Disc Player with Wi-Fi (Black). |
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**AmazonBasics** TV Trolley for 24-43" TVs with Swivel Feature. |
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Or try additional ad formats, similar to other shopping sites for holiday deals, like: |
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**Big savings on the new** Roku Streaming Device |
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**Mothers Day discounts for** Apple Watch Wireless Charger USB Charging Cable |
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**Last minute shopping for Samsung headphones for** |
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**Model Performance:** |
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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. |
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In other domains, it doesn't do quite as well... |
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Halloween Tesla is |
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Honda on sale |
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