Search Results for author: Vlad Karpukhin

Found 2 papers, 2 papers with code

Arcee's MergeKit: A Toolkit for Merging Large Language Models

2 code implementations20 Mar 2024 Charles Goddard, Shamane Siriwardhana, Malikeh Ehghaghi, Luke Meyers, Vlad Karpukhin, Brian Benedict, Mark McQuade, Jacob Solawetz

The rapid expansion of the open-source language model landscape presents an opportunity to merge the competencies of these model checkpoints by combining their parameters.

Language Modelling Multi-Task Learning

Nonparametric Decoding for Generative Retrieval

1 code implementation5 Oct 2022 Hyunji Lee, Jaeyoung Kim, Hoyeon Chang, Hanseok Oh, Sohee Yang, Vlad Karpukhin, Yi Lu, Minjoon Seo

The generative retrieval model depends solely on the information encoded in its model parameters without external memory, its information capacity is limited and fixed.

Language Modelling Retrieval +1

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