1 code implementation • 27 Aug 2024 • Melisa Russak, Umar Jamil, Christopher Bryant, Kiran Kamble, Axel Magnuson, Mateusz Russak, Waseem AlShikh
In this paper, we introduce Writing in the Margins (WiM), a new inference pattern for Large Language Models designed to optimize the handling of long input sequences in retrieval-oriented tasks.
no code implementations • 3 May 2024 • Dmytro Mozolevskyi, Waseem AlShikh
This research paper presents a comprehensive analysis of integrating advanced language models with search and retrieval systems in the fields of information retrieval and natural language processing.
no code implementations • 27 Feb 2024 • Raghav Kapoor, Yash Parag Butala, Melisa Russak, Jing Yu Koh, Kiran Kamble, Waseem AlShikh, Ruslan Salakhutdinov
For decades, human-computer interaction has fundamentally been manual.
no code implementations • 5 Jul 2023 • Waseem AlShikh, Manhal Daaboul, Kirk Goddard, Brock Imel, Kiran Kamble, Parikshith Kulkarni, Melisa Russak
Secondly, the metric can be used as an early stopping criteria for instruct tuning.