This is a very simple approach of mine towards creating a recommendation model. I have used the bert-based-uncased model and finetuned it. The dataset as mentioned is Amazon Reviews 2023, a recent one. Although I could not involve all of the categories, I have tried running it on a small one, Magazine Subscriptions.
Due to time, resource and space constraints, this was a tiny yet successful effort towards modelling a recommender.
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Model tree for SriSougandhika/APRec
Base model
google-bert/bert-base-uncased