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🏗️ Topic 24: Transformer Architecture

Course: NLP Advanced — Section 3: Sequence Models Topic: 24 of 75 | Prev: 23-Self-Attention.md |…

Overview

🏗️ Topic 24: Transformer Architecture — Quick Facts

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Topic 1

🎯 Overview

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Transformer = "Attention Is All…

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RNN/LSTM ko completely replace…

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Key components: Self-Attention +…

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Encoder-Decoder structure…

Topic 2

🏗️ Full Transformer Architecture

📐 ` ┌──────────────────────────────────────────────────────────────┐ │ TRANSFORMER…

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🐍 Complete Python Implementation (from scratch)

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Fixed (no parameters to learn)

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Can extrapolate to longer sequences

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Relative position info through…

Topic 4

📊 Transformer Components Summary

⚙️ | Component | Formula | Purpose | |-----------|---------|---------| | Positional Encoding…

Topic 5

❓ Quiz — 5 MCQs

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A) "Deep Learning for NLP"

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B) "Attention Is All You Need" —…

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C) "BERT: Pre-training"

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D) "GPT: Generative Pre-Training"

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🔗 Navigation

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Quick Quiz

Quiz — Question 1

🏗️ Topic 24: Transformer Architecture ka sabse sahi definition kya hai?

Complete! 🎉

🏗️ Topic 24: Transformer Architecture Complete!

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