Skill Topic · Cinematic

🎯 Attention Mechanism

Deep Learning Series #28 — Bahdanau, Luong, Self-Attention! Decoder ko FOCUS dena — "kahan dekhna…

Overview

🎯 Attention Mechanism — Quick Facts

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Feature: Bahdanau (Additive)

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Score fn: v·tanh(W[s;h])

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Speed: Slower

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Where: Between enc-dec

Topic 1

💡 Attention Kya Hai?

📚 ` ┌──────────────────────────────────────────────────────┐ │ ATTENTION MECHANISM │ │ │ │…

Topic 2

📊 Attention Types Comparison

Topic 3

💻 Complete Code

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dot: score = s^T · h

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general: score = s^T · W · h

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concat: score = v^T · tanh(W·[s;h])

Topic 4

❓ Quiz

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a) Speed ke liye

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b) Jab d_k (dimension) bada ho,…

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c) Accuracy ke liye

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a) Same hain

Comparison

📊 Attention Types Comparison

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Score fn: v·tanh(W[s;h])

⚖️

Speed: Slower

⚖️

Where: Between enc-dec

Quick Quiz

Quiz — Question 1

🎯 Attention Mechanism ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

🎯 Attention Mechanism ka 'Score fn' kya hai?

Complete! 🎉

🎯 Attention Mechanism Complete!

Aliens School · HIEN · Cinematic Knowledge

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