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Source channel @githubtrending · Post #15539 · Mar 5

#python#agent#llm#llm_agent#llm_reasoning#machine_learning_systems#mlsys#reinforcement_learning#rl AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools. https://github.com/inclusionAI/AReaL

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NIDO Russia (НИДО)

@nido_russia · Post #1675 · 06/28/2024, 03:14 PM

The Chairman of the Investigative Committee of the Russian Federation, Alexander Bastrykin, stated that more than 30 thousand migrants who recently received Russian citizenship and did not register for military service were "caught" in the country, about 10 thousand of them were sent to the special operation zone. Along with citizenship, according to him, they received "not only rights, but also a constitutional obligation to protect the country that accepted them." “Comrades, digging trenches and creating fortifications requires really good working hands. Today they are joining the ranks of our rear units that are building these fortifications.” he said. Migrants seeking citizenship must bear this in mind. Subscribe: @nido_russia https://t.me/nido_russia/1675 Sources: TASS, Yugopolis #citizenship#naturalisation#naturalization#Russia#Ukriane#svo