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- Understanding the Problem
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Classroom Contents
Research Paper Deep Dive - The Sparsely-Gated Mixture of Experts
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- 1 - Paper Introduction
- 2 - Understanding the Problem
- 3 - Significant computation requirement
- 4 - Solution - Conditional Computation
- 5 - Dense and Sparse Models
- 6 - Pathway Models
- 7 - MoE Introduction
- 8 - MoE Internals
- 9 - MoE Components
- 10 - Data Processing in MoE
- 11 - Text Data Processing in MoE
- 12 - Image Data Processing in MoE
- 13 - Text and Image Data Processing in MoE
- 14 - Research Paper and Code
- 15 - Resources and GitHub Reference
