Transformer (disambiguation)

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A transformer is a device that transfers electrical energy from one circuit to another.

Contents

Transformer may also refer to:

Art and entertainment

Music

Science and technology

Other uses

See also

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<span class="mw-page-title-main">The Touch (Stan Bush song)</span> 1986 song by Stan Bush

"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.

<span class="mw-page-title-main">Transformer (deep learning architecture)</span> Machine learning algorithm used for natural-language processing

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.