This model is a fine-tuned version of distilgpt2 on a sample of amazon_us_reviews dataset. The sample was drawn from 'Apparel_v1_00' subset.
This model can auto generate review text for apparel products on providing product title, review rating (1-5) and review headline as an input prompt.
The input prompt should be in the format <|BOS|>product_title<|SEP|>product_rating<|SEP|>review_title<|SEP|>. For example, <|BOS|>Columbia Women's Benton Springs Full-Zip Fleece Jacket<|SEP|>5<|SEP|>Awesome jacket!<|SEP|>.
This model is only intended to demonstrate the text generation capabilities of transformer-based models. Do not use it commercially or for any real-life purpose . The model is trained specifically on 'Apparel_v1_00' dataset. So, using non-apparel product titles in the input prompt may yield inconsistent results.
Please create an issue in this repo if you have any questions or feedback.
Copyright 2023 Praveen Sebastian
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this software except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
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