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metric ID: computeefficiency

Related Papers

Efficient Large Scale Language Modeling with Mixtures of Experts

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractMixture of Experts layers (MoEs) enable efficient scaling of language models through conditional computation. This paper presents a detailed empirical study of how autoregressive MoE language models scale in comparison …...

29862

FedPerC: Federated Learning for Language Generation with Personal and Context Preference Embeddings

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractFederated learning is a training paradigm that learns from multiple distributed users without aggregating data on a centralized server, promising the ability to deploy machine-learning to a diverse population of …...

33396