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How the Transformer Architecture Changed AI Forever

What is the context window in Transformers?

The answer

The maximum number of tokens the model can process in a single forward pass.

More FAQs in How the Transformer Architecture Changed AI Forever

LSTMs must process words sequentially, one by one. Transformers process all words at once in parallel, leveraging GPU architectures.

A mechanism that scores how relevant other words in the input are to a target word, helping resolve pronoun references (e.g., what 'it' refers to).

GPT is a decoder-only model, optimized for generating text token by token.

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