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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 #9350 · 10/15/2025, 10:30 AM

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#The_Archtectural_Digest🇺🇸📕[PDF]⬇️ #November2025 #Monthly_Magazines For learning, for free(dom). @backupofmagazines In this issue, the #VibeShift is real. From a surreal farmhouse in #Tuscany reimagined by #CrosbyStudios to a lush retreat in #Provence, this issue dives deep into spaces that blur heritage with fantasy. Don’t miss the moody Milan makeover, #MagicRealism in #MexicoCity, and chic restraint from Zooey Deschanel’s Manhattan nest. Plus, we spotlight the best in #DesignAwards, sculptural bathtubs, and the revival of silver tabletop glamour. #InteriorDesign#MinimalistAesthetic#AD100#GlobalDesign#ArchitecturalDigest#CreativeSpaces#DesignTrends

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