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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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@emagzinewspars · Post #9490 · 11/06/2025, 07:04 AM

#Beijing_Review🇨🇳📕[PDF]⬇️ 6 #November2025 #Weekly_Magazines For learning, for free(dom). @backupofmagazines Beijing Review spotlights China’s #15thFiveYearPlan and its vision for a coordinated, green, and globally inclusive future. The issue unpacks Xi–Trump #Summit diplomacy in Busan, China’s push for #GenderEquality partnerships, and #RCEP as an engine for regional #Integration. Articles explore how strategic planning drives #Sustainability and global development under the banner of #Modernization. From energy transition to cyberspace security, the issue portrays a confident China charting a course for shared growth and stability. #China#GlobalGovernance#Sustainability#FiveYearPlan#RCEP#XiTrumpMeeting#ClimateAction#DigitalFuture#GenderEquality#AsiaPacific