Simplest explanation of Layer Normalization in Transformers

Learn With Jay · Beginner ·🧠 Large Language Models ·1y ago
➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Timestamps: 0:00 Intro 0:25 Why normalization is needed? 1:58 What is normalization? 3:47 Internal Covariate Shift 6:20 Batch Normalization 11:34 Layer Normalization in Transformers 15:57 Outro ➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Follow my entire Transformers playlist : 📕 Transformers Playlist: https://www.youtube.com/watch?v=lRylkiFdUdk&list=PLuhqtP7jdD8CQTxwVsuiFYGvHtFpNhlR3&index=1&t=0s ➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖ ✔ RNN Playlist: https://www.youtube.com/watch?v=lWPkNkShNbo&list=PLuhqtP7jdD8ARBnzj8SZwNFhwWT89fAFr&t=0s ✔ CNN Playlist: https://www.youtube.com/watch?v=E5Z7FQp7AQQ&list=PLuhqtP7jdD8CD6rO…
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Chapters (7)

Intro
0:25 Why normalization is needed?
1:58 What is normalization?
3:47 Internal Covariate Shift
6:20 Batch Normalization
11:34 Layer Normalization in Transformers
15:57 Outro
5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
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5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems
Dave Ebbelaar (LLM Eng)