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LLMs Deep Dive

Attention & Transformers

Advanced1 hr

The transformer and its self-attention mechanism are the core idea behind every modern LLM. Build a visual, intuitive understanding before touching the math.

Self-attentionTransformer blocksEncoder / decoderPositional encoding

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Attention in transformers, step-by-step

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Transformers, the tech behind LLMs (visual intro)

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The Illustrated Transformer

ArticleJay Alammar

Attention Is All You Need (original paper)

PaperarXiv