# Notes

ML study notes from [Leonid Dolgirev (dlgrv)](https://dlgrv.com/about/). Prefer HTML under [/notes/](https://dlgrv.com/notes/) for sharing and agents; Markdown per post at `/notes/<slug>/index.md` for the desktop Notes window.

## Posts

- [Как работает LLM: путь одного токена — от твоего вопроса до напечатанного слова](https://dlgrv.com/notes/how-llm-works/) — 2026-09-08 · 16 min. Цельный разбор пути одного токена от Hermes Agent (GLM 5.3 Flash) по мотивам сессии во время первой недели курса Ына на Coursera: токены и эмбеддинги, скрытые слои, ReLU против сигмоиды и затухание градиента, логиты, температура и softmax, стриминг — и почему обучение стоит в конце. Markdown: [/notes/how-llm-works/index.md](https://dlgrv.com/notes/how-llm-works/index.md)

The post list is built from [notes/index.json](https://dlgrv.com/notes/index.json). When that file is an empty array, nothing is published yet — use the [CV](https://dlgrv.com/cv/), [About](https://dlgrv.com/about/), or Photos on the [Desktop](https://dlgrv.com/) instead. Schema for that JSON (and the photo catalogs) is in [openapi.json](https://dlgrv.com/openapi.json).

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