9AC93MglCe2I5GsIAGHS0A==;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
- Why this page exists
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From seq2seq bottleneck to attention
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Self-attention: the key innovation
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Scaled dot-product attention — full derivation
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Multi-head attention
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Positional encoding
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The transformer block — complete anatomy
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Architecture variants
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Computational complexity and efficiency
- Netflix context
- Interview-ready summary
- Probes to expect
- Connections
- Further reading