5 citations · 5 across the 2 of their papers we have counts for
3 papers
The Ungrounded Alignment Problem
Marc Pickett, Aakash Kumar Nain, Joseph Modayil +1
Modern machine learning systems have demonstrated substantial abilities with methods that either embrace or ignore human-provided knowledge, but combining benefits of both styles r…
Transformer Layers as Painters
Qi Sun, Marc Pickett, Aakash Kumar Nain +1
Despite their nearly universal adoption for large language models, the internal workings of transformers are not well understood. We aim to better understand the impact of removing…
The Costly Dilemma: Generalization, Evaluation and Cost-Optimal Deployment of Large Language Models
Abi Aryan, Aakash Kumar Nain, Andrew McMahon +2
When deploying machine learning models in production for any product/application, there are three properties that are commonly desired. First, the models should be generalizable, i…