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Topics/Attention Mechanism/Scaled Dot Product Attention

Scaled Dot Product Attention

Subtopic7 questions

Questions tagged with Scaled Dot Product Attention — part of Attention Mechanism.

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Name the scalar that QK^T is divided by inside scaled dot product attention.
FlashcardEasy
Attention temperature divides QK^T; sampling temperature divides output logits, distinguishwhere each lives.
Multiple ChoiceMedium
Define a single attention head, what does one head actually own and produce?
FlashcardEasy
Contrast ALiBi's linear distance bias with RoPE's vector rotation, which one modifies scores additively, and which one modifies Q and K directly?
Multiple ChoiceMedium
Why is the dot product scaled by √d_k in attention? Derive the variance argument.
Short AnswerHard
PremiumWhat specifically goes wrong…
Multiple ChoiceMedium
Complete the canonical attention formula: Attention(Q, K, V) = ___(QKᵀ / ___) · V
Fill in BlankEasy

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