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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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IELTS|Newspapers & Magazines｜English

@emagzinewspars · Post #9339 · 10/14/2025, 10:32 AM

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#The_Economist🇬🇧📕[PDF]⬇️ 11 #October2025 #Weekly_Magazines For learning, for free(dom). @backupofmagazines In this issue a breakthrough #GazaPeace deal marks #ANewBeginning in the Middle East. The cover story explores the implications of this shift, while #FortressEconomics critiques America’s isolationist turn. Inside: the rise of #ChinaSurveillance, #MarkCarney’s vision for Canada, and lessons on combating #CyberSecurity threats. Elsewhere, AI takes center stage—from Nobel predictions to next-gen breakthroughs—and yes, the truth about #DarkChocolate is finally out. With global insights across #Asia, #Europe, and the #US, this issue offers sharp clarity on a rapidly shifting world.

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#the_economist #october2025 #weekly_magazines #gazapeace #anewbeginning #fortresseconomics #chinasurveillance #markcarney #cybersecurity #darkchocolate #asia #europe #us