Search Results for author: Amit Jain

Found 2 papers, 2 papers with code

Data Filtering Networks

2 code implementations29 Sep 2023 Alex Fang, Albin Madappally Jose, Amit Jain, Ludwig Schmidt, Alexander Toshev, Vaishaal Shankar

Our key finding is that the quality of a network for filtering is distinct from its performance on downstream tasks: for instance, a model that performs well on ImageNet can yield worse training sets than a model with low ImageNet accuracy that is trained on a small amount of high-quality data.

Language Modelling

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