Model: makitanikaze/P5_sports_small
Author: makitanikaze
Pipeline: feature-extraction
Library: transformers
Tags: transformers, pytorch, t5, feature-extraction, sequential-recommendation, direct-recommendation, explanation-generation, text2text-generation, custom_code, en, dataset:amazon_us_reviews, license:mit, text-generation-inference, endpoints_compatible, region:us
Card metadata: language: en
tags: sequential-recommendation, direct-recommendation, explanation-generation, text2text-generation
license: mit
datasets: amazon_us_reviews
metrics: NDCG, HR, MAE, BLUE, ROUGE
widget: text: Here is the purchase history list of user_508 : 
 4162 , 816 , 3770 , 756 , 4163 
 try to recommend next item to the user
example_title: Sequential Recommendation, text: We want to make recommendation for user_497 .  Select the best item from these candidates : 
 7553 , 10601 , 611 , 5844 , 14863 , 18162 , 16144 , 16003 , 11096 , 5846 , 4406 , 6849 , 17650 , 13302 , 13240 , 6132 , 4620 , 847 , 7341 , 5845 , 10557 , 12080 , 13872 , 10953 , 4230 , 9146 , 17930 , 14731 , 16458 , 1735 , 6347 , 11951 , 17576 , 14745 , 9038 , 8915 , 8311 , 10365 , 4663 , 6396 , 1900 , 1456 , 12718 , 4222 , 9399 , 8517 , 11528 , 16162 , 598 , 2064 , 1417 , 625 , 14553 , 6535 , 13867 , 5587 , 13231 , 9123 , 5654 , 11651 , 8039 , 2903 , 1178 , 9587 , 4161 , 748 , 18270 , 15012 , 13111 , 4802 , 8200 , 17202 , 7991 , 17123 , 3650 , 2639 , 4071 , 16999 , 10604 , 3212 , 7766 , 7414 , 12460 , 17144 , 10218 , 2784 , 4857 , 17745 , 12748 , 5513 , 4637 , 729 , 17925 , 17573 , 4939 , 2451 , 15202 , 9694 , 11253 , 17445
example_title: Direct Recommendation, text: Based on the feature word sweater , generate an explanation for user_4479 about this product : Fobus Standard Holster RH Paddle GL4 Glock 29/30/39/ 21SF/30SF / S&amp;W 99 / S&amp;W Sigma Series V
example_title: Explanation Generation
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Created: 2022-12-20 06:03:17