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Stanford University

Stanford Seminar - Mixture of Experts Paradigm and the Switch Transformer

Stanford University via YouTube

Overview

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This seminar explains the Mixture of Experts approach and the Switch Transformer, including changes to routing, communication costs, and training stability. It describes faster pretraining of T5-based and multilingual language models, including models scaled to a trillion parameters.

Syllabus

CS25 I Stanford Seminar 2022 - Mixture of Experts (MoE) paradigm and the Switch Transformer

Taught by

Stanford Online

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