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Do Transformers Need Three Projections? Systematic Study of QKV Variants

Hacker News·5 months ago
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#arxiv#attention#projection#sharing#view

Transformers have become the standard solution for various AI tasks, with the query, key, and value (QKV) attention formulation playing a central role.…

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CQRS Is Almost Always Wrong. Here Are the 4 Cases Where It's Actually Right.
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CQRS Is Almost Always Wrong. Here Are the 4 Cases Where It's Actually Right.

DEV Community·Gabriel Anhaia·6 months ago
#XaxVTirc
#case#architecture#eventdriven#self#cqrs

A CRUD app does not need two models. The four scenarios where CQRS earns its complexity, and the costs you sign up for the moment you split.

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