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Noaman Rashid

FreeWriting

Creating your own Large Language Model

1. What is an LLM? Large Language Models (LLMs) are neural networks trained on vast amounts of text data to understand and generate human-like text. Their core architecture relies on Transformers , introduced in the 2017 research paper "Attention Is All You Need." Key Concepts Tokenization : Dividing text into smaller units (tokens) for processing. Attention Mechanisms : Highlighting the importance of specific words in context. Pre-training & Fine-tuning : Training the model on general data init

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