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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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Jeffery Mead

@the_jefferymead · Post #507 · 02/19/2026, 05:55 AM

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PERFECT RING FORMED OVER LOS ANGELES This appeared high above L.A. just after dusk. A bright linear trail stretched across the sky — and around it, a smooth circular arc expanded and held its shape. The symmetry is what stands out. A straight line through the center. A clean curve wrapping around it. It lingered long enough for people across the city to stop and stare. Los Angeles, California. Did you catch this from where you are? MrMBB333 👇 Drop your city. #MrMBB333#SkyWatch#LosAngeles

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