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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 #9684 · 12/07/2025, 01:05 AM

#The_Science🇺🇸📕[PDF]⬇️ 4 #December2025 #Weekly_Magazines For learning, for free(dom). @backupofmagazines This issue explores a century of quantum mechanics, where breakthroughs in quantum simulators, chemistry modeling, and information hardware illustrate how #QuantumTech and #AI innovation are reshaping modern science. As researchers revisit the Schrödinger equation’s legacy, new discoveries in DNA repair, materials design, and synthetic biology highlight cross-disciplinary shifts fueled by #FutureScience trends. With debates on #SciencePolicy and global collaboration, the issue captures a moment when #ResearchInnovation accelerates faster than ever, redefining both technology and our understanding of reality.