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⭐️ Simple GRPO

Вы можете запустить GRPO (Group Relative Policy Optimization - основной алгоритм Deepseek r1), для моделей на 8b параметров на GPU стоимостью 10 долл/ч.

4xH100 достаточно для тренировки Llama 3.1 8b и алгоритм прекрасно работает.

Код: https://github.com/minosvasilias/simple_grpo

@data_analysis_ml

#gpro #deepseek #reasoning
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⭐️ Simple GRPO

Вы можете запустить GRPO (Group Relative Policy Optimization - основной алгоритм Deepseek r1), для моделей на 8b параметров на GPU стоимостью 10 долл/ч.

4xH100 достаточно для тренировки Llama 3.1 8b и алгоритм прекрасно работает.

Код: https://github.com/minosvasilias/simple_grpo

@data_analysis_ml

#gpro #deepseek #reasoning

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"The argument from Telegram is, 'You should trust us because we tell you that we're trustworthy,'" Maréchal said. "It's really in the eye of the beholder whether that's something you want to buy into." 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 February 2014, the Ukrainian people ousted pro-Russian president Viktor Yanukovych, prompting Russia to invade and annex the Crimean peninsula. By the start of April, Pavel Durov had given his notice, with TechCrunch saying at the time that the CEO had resisted pressure to suppress pages criticizing the Russian government. Again, in contrast to Facebook, Google and Twitter, Telegram's founder Pavel Durov runs his company in relative secrecy from Dubai. At this point, however, Durov had already been working on Telegram with his brother, and further planned a mobile-first social network with an explicit focus on anti-censorship. Later in April, he told TechCrunch that he had left Russia and had “no plans to go back,” saying that the nation was currently “incompatible with internet business at the moment.” He added later that he was looking for a country that matched his libertarian ideals to base his next startup.
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