Search Results for author: Nishaanth Kanna Ravichandran

Found 2 papers, 0 papers with code

Investigating Continual Pretraining in Large Language Models: Insights and Implications

no code implementations27 Feb 2024 Çağatay Yıldız, Nishaanth Kanna Ravichandran, Prishruit Punia, Matthias Bethge, Beyza Ermis

This paper studies the evolving domain of Continual Learning (CL) in large language models (LLMs), with a focus on developing strategies for efficient and sustainable training.

Continual Learning Continual Pretraining +3

On The Fairness Impacts of Hardware Selection in Machine Learning

no code implementations6 Dec 2023 Sree Harsha Nelaturu, Nishaanth Kanna Ravichandran, Cuong Tran, Sara Hooker, Ferdinando Fioretto

In the machine learning ecosystem, hardware selection is often regarded as a mere utility, overshadowed by the spotlight on algorithms and data.

Fairness

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