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Create: 2025-04-06 Update: 2025-07-02 18:38:03

⚡️ Implement minimal-GPT from scratch.

MinimalGPT — это небольшое учебное пособие (гайд), в котором демонстрируется «упрощённая» реализация архитектуры GPT. На странице раскрываются основные принципы работы модели и приводится минимально необходимый код для её запуска. Основная идея заключается в том, чтобы показать, как устроена GPT‑модель на базовом уровне, без избыточного усложнения и обилия вспомогательных библиотек.

Внутри гайда обычно можно найти:

▪ Описание основных слоёв GPT (внимание, Feed-Forward блоки и т.д.)
▪ Минимальные примеры кода (часто на Python с использованием PyTorch или аналогичных фреймворков)
▪ Краткие пояснения к каждому этапу (инициализация слоёв, механизм attention, обучение/инференс)
▪ Рекомендации по расширению и дальнейшему совершенствованию кода

Таким образом, MinimalGPT служит отправной точкой для понимания того, как работает GPT, и даёт возможность собрать простейшую версию модели своими руками.

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Машиннное обучение | Наука о данных Библиотека

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Машиннное обучение | Наука о данных Библиотека

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Can I mute a Telegram group?

In recent times, Telegram has gained a lot of popularity because of the controversy over WhatsApp’s new privacy policy. In January 2021, Telegram was the most downloaded app worldwide and crossed 500 million monthly active users. And with so many active users on the app, people might get messages in bulk from a group or a channel that can be a little irritating. So to get rid of the same, you can mute groups, chats, and channels on Telegram just like WhatsApp. You can mute notifications for one hour, eight hours, or two days, or you can disable notifications forever.

⚡️ Implement minimal-GPT from scratch.

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