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Create: 2025-05-13 Update: 2025-07-03 17:07:50

Intellect-2 или как обучить ризонинг модель на 32В без кластера GPU

Помните, примерно пол года назад мы рассказывали вам, как в стартапе Prime Intellect впервые децентрализованно обучили крупную LM?

Так вот теперь исследователи пошли дальше и обучили уже не просто какую-то LM-ку, а достаточно крупный ризонер. И все еще – без собственных видеокарт.

Все обучение проходило децентрализовано, то есть на серверах (часто домашних), разбросанных по всему миру и принадлежащих разным людям. Подключить свою машину, кстати, мог любой желающий. В области RL такое впервые.

Проект, конечно, очень инженерно сложный. Например, вместо обычного RL исследователям пришлось мучиться с асинхронным, а обмен весами осуществлять по специальному протоколу Shardcast.

Сами разработчики говорят, что они стремятся к чему-то типа модели Биткоина: чтобы ИИ был полностью децентрализован, и обучать модели мог каждый желающий.

Ждем Airbnb для GPU

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Telegram auto-delete message, expiring invites, and more

elegram is updating its messaging app with options for auto-deleting messages, expiring invite links, and new unlimited groups, the company shared in a blog post. Much like Signal, Telegram received a burst of new users in the confusion over WhatsApp’s privacy policy and now the company is adopting features that were already part of its competitors’ apps, features which offer more security and privacy. Auto-deleting messages were already possible in Telegram’s encrypted Secret Chats, but this new update for iOS and Android adds the option to make messages disappear in any kind of chat. Auto-delete can be enabled inside of chats, and set to delete either 24 hours or seven days after messages are sent. Auto-delete won’t remove every message though; if a message was sent before the feature was turned on, it’ll stick around. Telegram’s competitors have had similar features: WhatsApp introduced a feature in 2020 and Signal has had disappearing messages since at least 2016.

Intellect-2 или как обучить ризонинг модель на 32В без кластера GPU

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