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Hey everyone! 👋 I just published an open-source, bilingual (EN/ES) guide on the inner workings of Transformers

An open-source, bilingual guide explaining the inner workings of Transformers has been published, covering topics such as attention collapse and KV-cache compression with reproducible code. The guide is available in English and Spanish, and the author invites feedback and pull requests on GitHub.

read1 min views1 publishedJun 29, 2026

Hey everyone! I just published an open-source, bilingual (EN/ES) guide on the inner workings of Transformers.

If you are interested in the exact math and mechanics behind attention collapse, KV-cache compression, or just want a solid visual step-by-step from scratch, you might find this very useful. It includes reproducible code and connects with my TAF Agent project for practical testing.

Check it out here: [Cómo Atienden los Transformers](https://karlesmarin.github.io/transformers-guide/es/index.html) (Language toggle at the top).

Feedback or PRs on GitHub are super welcome!

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