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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 #18128 · 07/05/2023, 06:14 AM

When kids have big emotions, we tend to think they are being overly sensitive, that they need more resilience. Most of the time it is because there is a lot happening for the child that we can't see and don't know, that is pushing them beyond their means of coping. Instead we can change the response from they are overreacting, to seeing a child who has a lot happen for them, they are doing the best they can. They need our help not judgement. #parenting#positiveparenting#gentleparenting#resilience#respectfulparenting#psychologist#play#playtherapy#childdevelopment#childtherapy#parentingtips#teachers#asd#family#life#adhd#mumlife#momlife#dads#consciousparenting https://www.instagram.com/p/Ctd93W8vEM9/