Transformer Architecture: Visual Laboratory

Transformer Lab Vaswani et al.

Preset:

Interactive Pipeline Surface d_model=64 | d_k=16

Attention Weight Matrix A = softmax(QKᵀ/√d)

Token Vector Projections (it)

Key Token	Score (q·k)	Weight (α)	Visual

Active Token Calculation:

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