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Bradney Smith

As seen in: Towards Data Science
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Articles by Bradney Smith

Mistral 7B Explained: Towards More Efficient Language Models

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By Bradney Smith, Shreya Rao
| Towards Data Science
Part 5 in the "LLMs from Scratch" series – a complete guide to understanding and building Large Language Models.
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Self-Attention Explained with Code

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By Bradney Smith, Distil BertModel
| Towards Data Science
Part 3 in the "LLMs from Scratch" series - a complete guide to understanding and building Large Language Models. If you are interested in learning more about how these models work I encourage you to read: The paper "Attention is All You Need" debuted perhaps the single largest advancement in Natural Language Processing (NLP) in the last 10 years: the Transformer [1]. This architecture massively simplified the complex designs of language models at the time while achieving unparalleled results.
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A Complete Guide to BERT with Code

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By Bradney Smith
| Towards Data Science
History, Architecture, Pre-training, and Fine-tuning Part 4 in the “LLMs from Scratch” series — a complete guide to understanding and building Large Language Models.
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Medium

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By Bradney Smith
| Towards Data Science
How large language models create rich, contextual embeddings Part 3 in the “LLMs from Scratch” series — a complete guide to understanding and building Large Language Models.
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