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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 #9464 · 11/03/2025, 03:27 AM

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#The_Science🇺🇸📕[PDF]⬇️ 30 #October2025 #Weekly_Magazines For learning, for free(dom). @backupofmagazines This issue delivers a powerful special on the #MandalayEarthquake, unpacking rupture physics and how Earth’s crust defies its own limits. Seismic data, #AI-based imaging, and dual-material energy models reveal a new frontier in #Geophysics. Meanwhile, reports span #BigTech access wars, #COVID19 legacy effects, and synthetic antibodies for #Snakebite treatment. Behavioral studies highlight chimpanzee rationality and neural rewiring. Advances in #Catalysis, #Recycling, and #Neuroscience mark the rise of adaptive science facing global turbulence. From earthquakes to evolution, this issue captures the restless pulse of a changing planet. #ClimateCrisis#EarthScience#Innovation#Research

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#the_science #october2025 #weekly_magazines #mandalayearthquake #ai #geophysics #bigtech #covid19 #snakebite #catalysis #recycling #neuroscience #climatecrisis #earthscience #innovation #research