A transformer is a device that transfers electrical energy from one circuit to another.
Transformer may also refer to:
Expression may refer to:
Primary or primaries may refer to:
Visa most commonly refers to:
Scott may refer to:
Breakdown may refer to:
Drive or The Drive may refer to:
Brainstorm generally refers to brainstorming, a group or individual creativity exercise.
Power may refer to:
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Target may refer to:
Hydra generally refers to:
A vortex is a dynamic phenomenon of fluids.
Blur, Blurry, Blurring, Blurred or Blurr, may refer to:
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Coil or COIL may refer to:
Frenzy is a 1972 film directed by Alfred Hitchcock
Transformers is a franchise centered on shapeshifting alien robots.
"The Touch" is a rock song by American singer and guitarist Stan Bush. The song features prominently in the 1986 animated film The Transformers: The Movie, and appears on the soundtrack album released that year.
A transformer is a deep learning architecture developed by Google and based on the multi-head attention mechanism, proposed in a 2017 paper "Attention Is All You Need". Text is converted to numerical representations called tokens, and each token is converted into a vector via looking up from a word embedding table. At each layer, each token is then contextualized within the scope of the context window with other (unmasked) tokens via a parallel multi-head attention mechanism allowing the signal for key tokens to be amplified and less important tokens to be diminished. The transformer paper, published in 2017, is based on the softmax-based attention mechanism proposed by Bahdanau et. al. in 2014 for machine translation, and the Fast Weight Controller, similar to a transformer, proposed in 1992.