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The maths you need to start understanding LLMs :: Giles' blog
https://www.gilesthomas.com/2025/09/maths-for-llms
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llm from scratch
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A quick refresher on the maths behind LLMs: vectors, matrices, projections, embeddings, logits and softmax.
