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Skill Topic ยท Cinematic

๐Ÿค– Transformer Architecture

Deep Learning Series #32 โ€” "Attention Is All You Need"! RNN ko replace kiya โ€” parallel, fast,โ€ฆ

Overview
๐ŸŒŸ

๐Ÿค– Transformer Architecture โ€” Quick Facts

๐Ÿ“Œ

Feature: RNN/LSTM

๐ŸŽฏ

Processing: Sequential

โšก

Long range: Vanishing gradient

๐Ÿ”‘

Training speed: Slow

Topic 1
๐Ÿ—๏ธ

๐Ÿ’ก Transformer Kya Hai?

๐Ÿ—๏ธ ` โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ TRANSFORMER ARCHITECTUREโ€ฆ
Topic 2
โœจ

๐Ÿ“Š Transformer vs RNN

๐Ÿ“ | Feature | RNN/LSTM | Transformer | |---------|----------|-------------| | Processing |โ€ฆ
Topic 3
โœจ

๐Ÿ’ป Complete Code

๐Ÿ”ง `python ============================================= Transformer Architecture โ€” Completeโ€ฆ
Topic 4
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

โ“ Quiz

๐Ÿ’ก

a) Optional hai

๐Ÿ”‘

b) Transformer me KISI bhi tokenโ€ฆ

โšก

c) Speed ke liye

๐ŸŽฏ

a) Padding ke liye

Comparison
โœจ

๐Ÿ“Š Transformer vs RNN

โš–๏ธ

Processing: Sequential

โš–๏ธ

Long range: Vanishing gradient

โš–๏ธ

Training speed: Slow

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿค– Transformer Architecture ka sabse sahi definition kya hai?

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 2

๐Ÿค– Transformer Architecture ka 'Processing' kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿค– Transformer Architecture Complete!

Aliens School ยท HIEN ยท Cinematic Knowledge

โœ…

๐Ÿค– Transformer Architecture Complete

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