Artificial Intelligence | AI on Instagram: "In transformers, text is first broken into tokens, which are small pieces such as whole words or sub-words. Each token is turned into a vector (a list of numbers) that represents its meaning. The attention mechanism then looks at all tokens in a sentence at the same time and learns which ones are important to each other. For every token, the model assigns attention weights that show how strongly it should “pay attention” to other tokens when understand
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Artificial Intelligence | AI on Instagram: "In transformers, text is first broken into tokens, which are small pieces such as whole words or sub-words. Each token is turned into a vector
Transformers have revolutionized the world of natural language processing with their ability to capture context and understand language like never before. In this article, we dive into the world of transformers, exploring how they use attention mechanisms to unlock the secrets of language. From machine learning to AI, we break down the key ...
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