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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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Green University CA | Official

@centralasian_greenuniversity · Post #715 · 02/03/2026, 10:30 AM

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3.8 Billion People Could Face Extreme Heat by 2050 🌡️ A new Oxford University study warns that if global temperatures rise by 2 °C, nearly 3.8 billion people may be exposed to deadly heat. 🔴Urgent action is needed to build cooling infrastructure, especially in countries unaccustomed to extreme temperatures #ClimateChange#ExtremeHeat#GlobalWarming#OxfordStudy _________ 2050 yilga borib 3,8 milliard kishi ekstremal issiqlikka duch kelishi mumkin 🌡️ Yangi Oksford universiteti tadqiqoti shuni ko‘rsatadiki, global harorat 2 °C ga ko‘tarilsa, deyarli 3,8 milliard kishi xavfli issiqlikka duchor bo‘lishi mumkin. 🔴 Ayniqsa yuqori haroratga ko'nikmagan mamlakatlarda sovutish infratuzilmasini tezkor rivojlantirish zarurdir. #IqlimOzgarishi#EkstremalIssiqlik#GlobalIsish#OxfordTadqiqoti ✉️[email protected] ☎️ +998 55 512 00 77 📍Location 🌐Website | 📱Telegram | 📱Instagram | 📱LinkedIn | 🟥YouTube

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