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Интро в Трансформеры для чайников

3Blue1Brown, популярный математический ютубер, начал выпускать серию видео о том, как работает трансформер. Первое видео посвящено эмбеддингам и тому, как моделька определяет, какой токен ей выдать. Вышло лучшее объяснение темы "для чайников", с анимациями и довольно простым языком. Обещает ещё две части: одну посвящённую Attention, другую MLP.

Если после просмотра возникнет желание погрузиться в детали:
- У Андрея Карпатого есть видео где он имплементирует и объясняет как саму GPT, так и её токенизатор.
- Лекция Интро в большие языковые модели (LLM), тоже от Карпатого.

#ликбез
@ai_newz



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Интро в Трансформеры для чайников

3Blue1Brown, популярный математический ютубер, начал выпускать серию видео о том, как работает трансформер. Первое видео посвящено эмбеддингам и тому, как моделька определяет, какой токен ей выдать. Вышло лучшее объяснение темы "для чайников", с анимациями и довольно простым языком. Обещает ещё две части: одну посвящённую Attention, другую MLP.

Если после просмотра возникнет желание погрузиться в детали:
- У Андрея Карпатого есть видео где он имплементирует и объясняет как саму GPT, так и её токенизатор.
- Лекция Интро в большие языковые модели (LLM), тоже от Карпатого.

#ликбез
@ai_newz

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Given the pro-privacy stance of the platform, it’s taken as a given that it’ll be used for a number of reasons, not all of them good. And Telegram has been attached to a fair few scandals related to terrorism, sexual exploitation and crime. Back in 2015, Vox described Telegram as “ISIS’ app of choice,” saying that the platform’s real use is the ability to use channels to distribute material to large groups at once. Telegram has acted to remove public channels affiliated with terrorism, but Pavel Durov reiterated that he had no business snooping on private conversations. You may recall that, back when Facebook started changing WhatsApp’s terms of service, a number of news outlets reported on, and even recommended, switching to Telegram. Pavel Durov even said that users should delete WhatsApp “unless you are cool with all of your photos and messages becoming public one day.” But Telegram can’t be described as a more-secure version of WhatsApp. In 2014, Pavel Durov fled the country after allies of the Kremlin took control of the social networking site most know just as VK. Russia's intelligence agency had asked Durov to turn over the data of anti-Kremlin protesters. Durov refused to do so. He said that since his platform does not have the capacity to check all channels, it may restrict some in Russia and Ukraine "for the duration of the conflict," but then reversed course hours later after many users complained that Telegram was an important source of information. The War on Fakes channel has repeatedly attempted to push conspiracies that footage from Ukraine is somehow being falsified. One post on the channel from February 24 claimed without evidence that a widely viewed photo of a Ukrainian woman injured in an airstrike in the city of Chuhuiv was doctored and that the woman was seen in a different photo days later without injuries. The post, which has over 600,000 views, also baselessly claimed that the woman's blood was actually makeup or grape juice.
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