2 papers
cs.LG2025
Discovering Transformer Circuits via a Hybrid Attribution and Pruning Framework
Hao Gu, Vibhas Nair, Amrithaa Ashok Kumar +2
Interpreting language models often involves circuit analysis, which aims to identify sparse subnetworks, or circuits, that accomplish specific tasks. Existing circuit discovery alg…
cs.DC2019
Brewers Conjecture and a characterization of the limits, and relationships between Consistency, Availability and Partition Tolerance in a distributed service
Amrith Kumar, Kenneth Rugg
In designing a distributed service, three desirable attributes are Consistency, Availability and Partition Tolerance. In this note we explore a framework for characterizing these t…