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Transformers Mini Series: How do Transformers Process Text?
Manage episode 425727052 series 3578824
Контент предоставлен Emily Laird. Весь контент подкастов, включая эпизоды, графику и описания подкастов, загружается и предоставляется непосредственно компанией Emily Laird или ее партнером по платформе подкастов. Если вы считаете, что кто-то использует вашу работу, защищенную авторским правом, без вашего разрешения, вы можете выполнить процедуру, описанную здесь https://ru.player.fm/legal.
In this episode of Generative AI 101, we explore how Transformers break down text into tokens. Imagine turning a big, colorful pile of Lego blocks into individual pieces to build something cool—this is what tokenization does for AI models. Emily explains tokens, and how they work, and shows you why they’re the magic behind GenAI’s impressive outputs. Learn how Transformers assign numerical values to tokens and process them in parallel, allowing them to understand context, detect patterns, and generate coherent text. Tune in to discover why tokenization is important for tasks like language translation and text summarization.
72 эпизодов
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Manage episode 425727052 series 3578824
Контент предоставлен Emily Laird. Весь контент подкастов, включая эпизоды, графику и описания подкастов, загружается и предоставляется непосредственно компанией Emily Laird или ее партнером по платформе подкастов. Если вы считаете, что кто-то использует вашу работу, защищенную авторским правом, без вашего разрешения, вы можете выполнить процедуру, описанную здесь https://ru.player.fm/legal.
In this episode of Generative AI 101, we explore how Transformers break down text into tokens. Imagine turning a big, colorful pile of Lego blocks into individual pieces to build something cool—this is what tokenization does for AI models. Emily explains tokens, and how they work, and shows you why they’re the magic behind GenAI’s impressive outputs. Learn how Transformers assign numerical values to tokens and process them in parallel, allowing them to understand context, detect patterns, and generate coherent text. Tune in to discover why tokenization is important for tasks like language translation and text summarization.
72 эпизодов
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Похожие на Generative AI 101
Africa-focused technology, digital and innovation ecosystem insight and commentary.
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The director’s commentary track for Daring Fireball. Long digressions on Apple, technology, design, movies, and more.
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