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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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Social Justice Watch

@social_justice_watch · Post #18121 · 07/05/2023, 06:14 AM

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There are often subtle signs of dysregulation before a meltdown. Often these behaviours are dismissed as being "hyper" or "attention seeking". If we stay curious and try and attune with our children, we can meet their need before their dysregulation escalates. It isn't easy in a busy life, but if we can pause and look behind the behaviour it can make a huge difference. More information on my website www.thetherapistparent.com #parenting#positiveparenting #curiousparenting#consiousparenting #gentleparenting#children#meltdowns https://www.instagram.com/p/Ctq45SIPcgp/

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