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Bradney Smith

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Mistral 7B Explained: Towards More Efficient Language Models

RMS Norm, RoPE, GQA, SWA, KV Cache, and more!

Nov 26, 2024

Mistral 7B Explained: Towards More Efficient Language Models

Nov 26, 2024

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A Complete Guide to BERT with Code

History, Architecture, Pre-training, and Fine-tuning

May 13, 2024

A Complete Guide to BERT with Code

May 13, 2024

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Self-Attention Explained with Code

How large language models create rich, contextual embeddings

Feb 9, 2024

Self-Attention Explained with Code

Feb 9, 2024

Word Embeddings with word2vec from Scratch in Python

Converting words into vectors with Python! Explaining Google’s word2vec models by building them from scratch.

Jan 13, 2024

Word Embeddings with word2vec from Scratch in Python

Jan 13, 2024

Tokenization - A Complete Guide

Byte-Pair Encoding, WordPiece and more including Python code!

Dec 11, 2023

Tokenization - A Complete Guide

Dec 11, 2023

Bradney Smith

Bradney Smith

AI Lead @ Spotted Zebra 🦓 My work focuses on Natural Language Processing (NLP) and data science communication. Check out my "LLMs from Scratch" series !

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