/L8K2Z63pxVDVW9/9QZZEQ==;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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