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Beyond Self-Attention: How a Small Language Model Predicts the Next Token

A deep dive into the internals of a small transformer model to learn how it turns self-attention calculations into accurate predictions for the next token.

Andrej karpathyJeremy kunNetwork outputsBlock structureProposal in actionTransformer outputFeed forward network outputsProcedure setupFirst blockWhy doesVector additionTransformer block structureToken subspacesSingular value decompositionSubspace approximationsAll together

Alaska, Washington, and Hawaii Democratic Caucuses: Results, Updated

Today and tomorrow we have the Alaska, Hawaii, and Washington Democratic primaries. According to the model I developed prior to the last primary, which predicts future primaries using information about primaries to date (which I've not updated from last Tuesday), Sanders will win all three primaries. That model suggests that the delegate spread by the end of the day will look like this:

New yorkUnited statesEaster bunnyWashington democraticSenator sandersMain model

Đại dịch đừng vội bi quan - Thời trang xa xỉ vẫn tăng trưởng ! | Thời trang nghề & nghiệp | Thời trang trẻ

Đại dịch đừng vội bi quan - Thời trang xa xỉ vẫn tăng trưởng ! | Thời trang nghề & nghiệp | Thời trang trẻ
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VW úp mở SUV mới sắp ra mắt Việt Nam: Nhiều khả năng là Teramont đối đầu Explorer

VW úp mở SUV mới sắp ra mắt Việt Nam: Nhiều khả năng là Teramont đối đầu Explorer
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Cách ly F1

Cách ly F1
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