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Introduction to Classical Language Modeling and GPT-2
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Source: curiosum.com
In this article, Jan Świątek dives into the fundamental concepts of classical language modeling and explains how modern deep learning techniques, especially the transformer architecture, have revolutionized the field. The focus is on GPT-2, a generative pre-trained transformer model by OpenAI. Świątek covers topics including tokenization, model inference, logits, and temperature in text generation. The article provides practical examples using Elixir libraries like Axon, Bumblebee, and Nx for implementing and experimenting with GPT-2.
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