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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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🚩Сегодня, 8 июня 2025, ультрамарафон Comrades стартовал в ЮАР в 08:30 по Екатеринбургу (в 06:30 по Москве) и продлится 12 часов. На фото — команда марафонцев из Екатеринбурга, которую поддерживает Уральский горнопромышленный холдинг. Чтобы прочувствовать атмосферу, посмотрите видео! _______________ 🚩 Today’s the day! On June 8, 2025, the Comrades ultramarathon began in South Africa at 8:30 AM Yekaterinburg time (that’s 6:30 Moscow time), and runners have up to 12 hours to finish. Featured is the Yekaterinburg team, supported by the Ural Mining Holding (UMH). Click to watch videos to get the feel of the event! #sport#marathon#Comrades#Durban#Pietermaritzburg#ЮАР#спорт#марафон#Комрадс