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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 #9342 · 10/15/2025, 02:02 AM

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#Beijing_Review🇨🇳📕[PDF]⬇️ 2 #October2025 #Weekly_Magazines For learning, for free(dom). @backupofmagazines In this issue , the spotlight shines on #Xinjiang 70, celebrating seven decades of transformation in the autonomous region—from economic health to cultural heritage. Global topics include #PalestineRecognition, evolving #ChinaUS relations, and the healing potential of dialogue via the #XiangshanForum. Special features explore #RuralRevitalization and tech-driven change in Qingdao and Fujian, as #ScienceInnovation takes center stage. From the vibrant Grand Bazaar to a Somali expat’s vision, this issue captures both regional pride and global dialogue. #BeijingReview#CulturalDiversity#BeltAndRoad#EducationMatters#ChinaPerspective

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#beijing_review #october2025 #weekly_magazines #xinjiang #palestinerecognition #chinaus #xiangshanforum #ruralrevitalization #scienceinnovation #beijingreview #culturaldiversity #beltandroad #educationmatters #chinaperspective