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Пока я готовлю некоторый основательный материал по распределенному обучению (вот, теперь я вам его пообещал, придется сделать...), можете посмотреть отличную библиотеку picotron с реализацией 4-D параллелизма на чистом torch.distributed от Huggingface,

Кроме того, это все сопровождается ongoing серией видео-туториалов от основного разработчика на его канале [ссылка на плейлист].

А еще есть более хардкорная версия 3-D параллелизма - nanotron, так же от HF.



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Пока я готовлю некоторый основательный материал по распределенному обучению (вот, теперь я вам его пообещал, придется сделать...), можете посмотреть отличную библиотеку picotron с реализацией 4-D параллелизма на чистом torch.distributed от Huggingface,

Кроме того, это все сопровождается ongoing серией видео-туториалов от основного разработчика на его канале [ссылка на плейлист].

А еще есть более хардкорная версия 3-D параллелизма - nanotron, так же от HF.

BY NLP Wanderer




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Either way, Durov says that he withdrew his resignation but that he was ousted from his company anyway. Subsequently, control of the company was reportedly handed to oligarchs Alisher Usmanov and Igor Sechin, both allegedly close associates of Russian leader Vladimir Putin. The picture was mixed overseas. Hong Kong’s Hang Seng Index fell 1.6%, under pressure from U.S. regulatory scrutiny on New York-listed Chinese companies. Stocks were more buoyant in Europe, where Frankfurt’s DAX surged 1.4%. I want a secure messaging app, should I use Telegram? "The inflation fire was already hot and now with war-driven inflation added to the mix, it will grow even hotter, setting off a scramble by the world’s central banks to pull back their stimulus earlier than expected," Chris Rupkey, chief economist at FWDBONDS, wrote in an email. "A spike in inflation rates has preceded economic recessions historically and this time prices have soared to levels that once again pose a threat to growth." One thing that Telegram now offers to all users is the ability to “disappear” messages or set remote deletion deadlines. That enables users to have much more control over how long people can access what you’re sending them. Given that Russian law enforcement officials are reportedly (via Insider) stopping people in the street and demanding to read their text messages, this could be vital to protect individuals from reprisals.
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